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 | run-llama__llama_index | llama-index-core/llama_index/core/tools/eval_query_engine.py | {
"start": 632,
"end": 3295
} | class ____(QueryEngineTool):
"""
Evaluating query engine tool.
A tool that makes use of a query engine and an evaluator, where the
evaluation of the query engine response will determine the tool output.
Args:
evaluator (BaseEvaluator): A query engine.
query_engine (BaseQueryEngine)... | EvalQueryEngineTool |
python | pydantic__pydantic | pydantic/types.py | {
"start": 35268,
"end": 35528
} | class ____(BaseModel):
uuid1: UUID1
Model(uuid1=uuid.uuid1())
```
"""
UUID3 = Annotated[UUID, UuidVersion(3)]
"""A [UUID](https://docs.python.org/3/library/uuid.html) that must be version 3.
```python
import uuid
from pydantic import UUID3, BaseModel
| Model |
python | more-itertools__more-itertools | tests/test_more.py | {
"start": 143369,
"end": 144341
} | class ____(TestCase):
def test_basic(self):
def generator():
yield 1
yield 2
sleep(0.2)
yield 3
iterable = mi.time_limited(0.1, generator())
actual = list(iterable)
expected = [1, 2]
self.assertEqual(actual, expected)
s... | TimeLimitedTests |
python | walkccc__LeetCode | solutions/1309. Decrypt String from Alphabet to Integer Mapping/1309.py | {
"start": 0,
"end": 303
} | class ____:
def freqAlphabets(self, s: str) -> str:
ans = ''
i = 0
while i < len(s):
if i + 2 < len(s) and s[i + 2] == '#':
ans += chr(int(s[i:i + 2]) + ord('a') - 1)
i += 3
else:
ans += chr(int(s[i]) + ord('a') - 1)
i += 1
return ans
| Solution |
python | euske__pdfminer | pdfminer/rijndael.py | {
"start": 45443,
"end": 46223
} | class ____:
"""
>>> key = bytes.fromhex('00010203050607080a0b0c0d0f101112')
>>> plaintext = bytes.fromhex('506812a45f08c889b97f5980038b8359')
>>> RijndaelEncryptor(key, 128).encrypt(plaintext).hex()
'd8f532538289ef7d06b506a4fd5be9c9'
"""
def __init__(self, key, keybits=256):
assert... | RijndaelEncryptor |
python | ipython__ipython | IPython/core/ultratb.py | {
"start": 44622,
"end": 44962
} | class ____(FormattedTB):
"""Deprecated since IPython 9.0."""
def __init__(self, *args, **kwargs):
warnings.warn(
"Deprecated since IPython 9.0 use FormattedTB directly ColorTB is just an alias",
DeprecationWarning,
stacklevel=2,
)
super().__init__(*a... | ColorTB |
python | wandb__wandb | wandb/vendor/pygments/lexers/matlab.py | {
"start": 5816,
"end": 7475
} | class ____(Lexer):
"""
For Matlab sessions. Modeled after PythonConsoleLexer.
Contributed by Ken Schutte <kschutte@csail.mit.edu>.
.. versionadded:: 0.10
"""
name = 'Matlab session'
aliases = ['matlabsession']
def get_tokens_unprocessed(self, text):
mlexer = MatlabLexer(**self... | MatlabSessionLexer |
python | airbytehq__airbyte | airbyte-integrations/connectors/source-microsoft-sharepoint/source_microsoft_sharepoint/utils.py | {
"start": 491,
"end": 600
} | class ____(Enum):
OWN_DRIVES = "OWN_DRIVES"
SHARED_ITEMS = "SHARED_ITEMS"
BOTH = "BOTH"
| SearchScope |
python | viewflow__viewflow | viewflow/forms/renderers.py | {
"start": 8137,
"end": 8224
} | class ____(SelectRenderer):
tag = "vf-field-select-dependent"
| DependentSelectRenderer |
python | python-openxml__python-docx | tests/test_table.py | {
"start": 18978,
"end": 21861
} | class ____:
"""Unit-test suite for `docx.table._Cell` objects."""
def it_provides_access_to_its_cells(self, _index_prop_: Mock, table_prop_: Mock, table_: Mock):
table_prop_.return_value = table_
_index_prop_.return_value = 4
column = _Column(cast(CT_TblGridCol, element("w:gridCol{w:w=5... | Describe_Column |
python | charliermarsh__ruff | crates/ruff_python_formatter/resources/test/fixtures/ruff/fmt_skip/type_params.py | {
"start": 48,
"end": 226
} | class ____ [ # trailing open paren comment
# leading comment
T # trailing type param comment
# trailing type param own line comment
]: # fmt: skip
pass
| TestTypeParam |
python | getsentry__sentry | src/sentry/integrations/source_code_management/search.py | {
"start": 1027,
"end": 1224
} | class ____(serializers.Serializer[dict[str, str]]):
field = serializers.CharField(required=True)
query = serializers.CharField(required=True)
@control_silo_endpoint
| SourceCodeSearchSerializer |
python | weaviate__weaviate-python-client | weaviate/collections/classes/data.py | {
"start": 763,
"end": 1281
} | class ____(Generic[P, R]):
"""This class represents an entire object within a collection to be used when batching."""
properties: P = None # type: ignore
uuid: Optional[UUID] = None
vector: Optional[VECTORS] = None
references: R = None # type: ignore
# R is clearly bounded to Optional[Any] an... | DataObject |
python | django__django | django/contrib/postgres/fields/ranges.py | {
"start": 11211,
"end": 11379
} | class ____(models.Transform):
lookup_name = "upper_inc"
function = "UPPER_INC"
output_field = models.BooleanField()
@RangeField.register_lookup
| UpperInclusive |
python | jupyterlab__jupyterlab | examples/console/main.py | {
"start": 565,
"end": 1431
} | class ____(LabServerApp):
extension_url = "/example"
default_url = "/example"
app_url = "/example"
load_other_extensions = False
name = __name__
app_name = "JupyterLab Example Console"
app_settings_dir = os.path.join(HERE, "build", "application_settings")
schemas_dir = os.path.join(HERE,... | ExampleApp |
python | huggingface__transformers | src/transformers/models/bark/modeling_bark.py | {
"start": 10324,
"end": 10956
} | class ____(nn.Module):
def __init__(self, config):
super().__init__()
self.in_proj = nn.Linear(config.hidden_size, 4 * config.hidden_size, bias=config.bias)
self.out_proj = nn.Linear(4 * config.hidden_size, config.hidden_size, bias=config.bias)
self.dropout = nn.Dropout(config.dropou... | BarkMLP |
python | pypa__warehouse | tests/unit/test_sessions.py | {
"start": 11406,
"end": 21407
} | class ____:
def test_initialize(self, monkeypatch):
timestamp_signer_obj = pretend.stub()
timestamp_signer_create = pretend.call_recorder(
lambda secret, salt: timestamp_signer_obj
)
monkeypatch.setattr(crypto, "TimestampSigner", timestamp_signer_create)
strict_r... | TestSessionFactory |
python | kamyu104__LeetCode-Solutions | Python/building-boxes.py | {
"start": 43,
"end": 579
} | class ____(object):
def minimumBoxes(self, n):
"""
:type n: int
:rtype: int
"""
# find max h s.t. sum(k*(k+1)//2 for k in xrange(1, h+1)) <= n
# => find max h s.t. h*(h+1)*(h+2)//6 <= n
h = int((6*n)**(1.0/3))
if h*(h+1)*(h+2) > 6*n:
# (h... | Solution |
python | qdrant__qdrant-client | qdrant_client/local/multi_distances.py | {
"start": 1221,
"end": 1630
} | class ____:
def __init__(self, positive: list[list[float]], negative: list[list[float]]):
self.positive: types.NumpyArray = np.array(positive)
self.negative: types.NumpyArray = np.array(negative)
assert not np.isnan(self.positive).any(), "Positive vector must not contain NaN"
assert... | MultiContextPair |
python | readthedocs__readthedocs.org | readthedocs/analytics/migrations/0006_alter_pageview_id.py | {
"start": 149,
"end": 567
} | class ____(migrations.Migration):
safe = Safe.after_deploy()
dependencies = [
("analytics", "0005_add_unique_constraint"),
]
operations = [
migrations.AlterField(
model_name="pageview",
name="id",
field=models.BigAutoField(
auto_create... | Migration |
python | has2k1__plotnine | plotnine/themes/themeable.py | {
"start": 26919,
"end": 28126
} | class ____(MixinSequenceOfValues):
"""
x-axis tick labels
Parameters
----------
theme_element : element_text
Notes
-----
Use the `margin` to control the gap between the ticks and the
text. e.g.
```python
theme(axis_text_x=element_text(margin={"t": 5, "units": "pt"}))
`... | axis_text_x |
python | getsentry__sentry | src/sentry_plugins/github/webhooks/events/__init__.py | {
"start": 0,
"end": 666
} | class ____:
def __call__(self, event, organization):
raise NotImplementedError
def is_anonymous_email(email):
return email[-25:] == "@users.noreply.github.com"
def get_external_id(username):
return "github:%s" % username
from .installation import InstallationEventWebhook
from .installation_rep... | Webhook |
python | joke2k__faker | faker/providers/address/es_MX/__init__.py | {
"start": 84,
"end": 4900
} | class ____(AddressProvider):
city_prefixes = ("Sur", "Norte")
city_adjectives = ("Nueva", "Vieja")
city_suffixes = ("de la Montaña", "los bajos", "los altos")
street_prefixes = (
"Ampliación",
"Andador",
"Avenida",
"Boulevard",
"Calle",
"Callejón",
... | Provider |
python | huggingface__transformers | tests/models/trocr/test_modeling_trocr.py | {
"start": 5888,
"end": 7057
} | class ____(ModelTesterMixin, GenerationTesterMixin, PipelineTesterMixin, unittest.TestCase):
all_model_classes = (TrOCRDecoder, TrOCRForCausalLM) if is_torch_available() else ()
pipeline_model_mapping = {"text-generation": TrOCRForCausalLM} if is_torch_available() else {}
def setUp(self):
self.mode... | TrOCRStandaloneDecoderModelTest |
python | django__django | django/contrib/admin/widgets.py | {
"start": 15981,
"end": 20109
} | class ____:
"""
Select widget mixin that loads options from AutocompleteJsonView via AJAX.
Renders the necessary data attributes for select2 and adds the static form
media.
"""
url_name = "%s:autocomplete"
def __init__(self, field, admin_site, attrs=None, choices=(), using=None):
... | AutocompleteMixin |
python | neetcode-gh__leetcode | python/0442-find-all-duplicates-in-an-array.py | {
"start": 0,
"end": 269
} | class ____:
def findDuplicates(self, nums: List[int]) -> List[int]:
res = []
for n in nums:
n = abs(n)
if nums[n - 1] < 0:
res.append(n)
nums[n - 1] = -nums[n - 1]
return res
| Solution |
python | django__django | django/db/backends/mysql/introspection.py | {
"start": 837,
"end": 14998
} | class ____(BaseDatabaseIntrospection):
data_types_reverse = {
FIELD_TYPE.BLOB: "TextField",
FIELD_TYPE.CHAR: "CharField",
FIELD_TYPE.DECIMAL: "DecimalField",
FIELD_TYPE.NEWDECIMAL: "DecimalField",
FIELD_TYPE.DATE: "DateField",
FIELD_TYPE.DATETIME: "DateTimeField",
... | DatabaseIntrospection |
python | wandb__wandb | wandb/sdk/lib/asyncio_compat.py | {
"start": 1126,
"end": 4320
} | class ____:
"""Runs an asyncio event loop allowing cancellation.
The `run()` method is like `asyncio.run()`. The `cancel()` method may
be used in a different thread, for instance in a `finally` block, to cancel
all tasks, and it is a no-op if `run()` completed.
Without this, it is impossible to ma... | CancellableRunner |
python | PyCQA__pylint | tests/functional/i/invalid/invalid_exceptions/invalid_exceptions_caught.py | {
"start": 2358,
"end": 2583
} | class ____(UnknownError):
pass
EXCEPTIONS = (SomeBase, ValueError)
try:
raise ValueError
except EXCEPTIONS:
pass
LAMBDA = lambda x: 1, 2
try:
pass
except LAMBDA: # [catching-non-exception]
pass
| SomeBase |
python | getsentry__sentry | tests/sentry/search/eap/test_spans.py | {
"start": 1078,
"end": 25769
} | class ____(TestCase):
def setUp(self) -> None:
self.resolver = SearchResolver(
params=SnubaParams(), config=SearchResolverConfig(), definitions=SPAN_DEFINITIONS
)
def test_simple_query(self) -> None:
where, having, _ = self.resolver.resolve_query("span.description:foo")
... | SearchResolverQueryTest |
python | gevent__gevent | src/greentest/3.14/test_urllib2.py | {
"start": 19946,
"end": 25772
} | class ____(unittest.TestCase):
def test_add_non_handler(self):
class NonHandler(object):
pass
self.assertRaises(TypeError,
OpenerDirector().add_handler, NonHandler())
def test_badly_named_methods(self):
# test work-around for three methods that acc... | OpenerDirectorTests |
python | docker__docker-py | tests/unit/auth_test.py | {
"start": 3116,
"end": 7847
} | class ____(unittest.TestCase):
index_config = {'auth': encode_auth({'username': 'indexuser'})}
private_config = {'auth': encode_auth({'username': 'privateuser'})}
legacy_config = {'auth': encode_auth({'username': 'legacyauth'})}
auth_config = auth.AuthConfig({
'auths': auth.parse_auth({
... | ResolveAuthTest |
python | sqlalchemy__sqlalchemy | lib/sqlalchemy/testing/requirements.py | {
"start": 789,
"end": 57326
} | class ____(Requirements):
@property
def create_table(self):
"""target platform can emit basic CreateTable DDL."""
return exclusions.open()
@property
def drop_table(self):
"""target platform can emit basic DropTable DDL."""
return exclusions.open()
@property
de... | SuiteRequirements |
python | pypa__warehouse | tests/unit/api/test_simple.py | {
"start": 2592,
"end": 6739
} | class ____:
@pytest.mark.parametrize(
("content_type", "renderer_override"),
CONTENT_TYPE_PARAMS,
)
def test_no_results_no_serial(self, db_request, content_type, renderer_override):
db_request.accept = content_type
assert simple.simple_index(db_request) == {
"meta... | TestSimpleIndex |
python | falconry__falcon | falcon/bench/nuts/nuts/controllers/root.py | {
"start": 472,
"end": 611
} | class ____:
@expose()
def _lookup(self, account_id, *remainder):
return TestController(account_id), remainder
| HelloController |
python | huggingface__transformers | tests/models/camembert/test_modeling_camembert.py | {
"start": 958,
"end": 2905
} | class ____(unittest.TestCase):
@slow
def test_output_embeds_base_model(self):
model = CamembertModel.from_pretrained("almanach/camembert-base", attn_implementation="eager")
model.to(torch_device)
input_ids = torch.tensor(
[[5, 121, 11, 660, 16, 730, 25543, 110, 83, 6]],
... | CamembertModelIntegrationTest |
python | vyperlang__vyper | vyper/venom/check_venom.py | {
"start": 845,
"end": 1231
} | class ____(VenomError):
message: str = "function has inconsistent return arity"
def __init__(self, function: IRFunction, arities: set[int]):
self.function = function
self.arities = arities
def __str__(self):
return (
f"function {self.function.name} has inconsistent 'ret... | InconsistentReturnArity |
python | PrefectHQ__prefect | src/integrations/prefect-github/prefect_github/schemas/graphql_schema.py | {
"start": 11458,
"end": 11598
} | class ____(sgqlc.types.Scalar):
"""
See source code for more info.
"""
__schema__ = graphql_schema
ID = sgqlc.types.ID
| HTML |
python | pytorch__pytorch | torch/utils/benchmark/utils/timer.py | {
"start": 720,
"end": 2142
} | class ____:
def __init__(
self,
stmt: str,
setup: str,
global_setup: str,
timer: Callable[[], float],
globals: dict[str, Any],
) -> None:
if timer is not timeit.default_timer:
raise NotImplementedError(
"PyTorch was built with a... | CPPTimer |
python | pypa__pip | src/pip/_vendor/urllib3/exceptions.py | {
"start": 3509,
"end": 3633
} | class ____(PoolError):
"""Raised when a request enters a pool after the pool has been closed."""
pass
| ClosedPoolError |
python | apache__airflow | providers/google/src/airflow/providers/google/cloud/operators/vertex_ai/ray.py | {
"start": 3306,
"end": 9798
} | class ____(RayBaseOperator):
"""
Create a Ray cluster on the Vertex AI.
:param project_id: Required. The ID of the Google Cloud project that the service belongs to.
:param location: Required. The ID of the Google Cloud region that the service belongs to.
:param head_node_type: The head node resourc... | CreateRayClusterOperator |
python | pytorch__pytorch | benchmarks/operator_benchmark/pt/qactivation_test.py | {
"start": 1695,
"end": 2467
} | class ____(op_bench.TorchBenchmarkBase):
r"""Base class for all the activations."""
def _setup(self, dims, contig, dtype):
# Input
f_input = (torch.rand(*dims) - 0.5) * 256
self.scale = 1.0
self.zero_point = 0
# Quantize the tensor
q_input = torch.quantize_per_t... | QActivationBenchmarkBase |
python | tensorflow__tensorflow | tensorflow/python/training/checkpoint_utils_test.py | {
"start": 2867,
"end": 17155
} | class ____(test.TestCase):
def testNoCheckpoints(self):
checkpoint_dir = self.get_temp_dir() + "/no_checkpoints"
with self.assertRaises(errors_impl.OpError):
self.assertAllEqual(
checkpoint_utils.load_variable(checkpoint_dir, "var1"), [])
def testNoTensor(self):
checkpoint_dir = self.g... | CheckpointsTest |
python | ApeWorX__ape | src/ape/types/events.py | {
"start": 944,
"end": 2851
} | class ____(BaseModel):
addresses: list[AddressType] = []
events: list[EventABI] = []
topic_filter: TopicFilter = []
start_block: int = 0
stop_block: Optional[int] = None # Use block height
selectors: dict[str, EventABI] = {}
@model_validator(mode="before")
@classmethod
def compute_... | LogFilter |
python | cloudpipe__cloudpickle | tests/mock_local_folder/mod.py | {
"start": 476,
"end": 607
} | class ____:
def method(self):
return "hello from a class importable locally"
LocalT = typing.TypeVar("LocalT")
| LocalClass |
python | sqlalchemy__sqlalchemy | test/typing/plain_files/inspection_inspect.py | {
"start": 658,
"end": 1334
} | class ____(BaseNoMeta):
__tablename__ = "b"
id: Mapped[int] = mapped_column(primary_key=True)
data: Mapped[str]
assert_type(A.__mapper__, Mapper[Any])
assert_type(B.__mapper__, Mapper[Any])
a1 = A(data="d")
b1 = B(data="d")
e = create_engine("sqlite://")
insp_a1 = inspect(a1)
t: bool = insp_a1.transi... | B |
python | ray-project__ray | python/ray/llm/_internal/common/observability/telemetry_utils.py | {
"start": 123,
"end": 1156
} | class ____:
"""Execute a function exactly once and block all callers until the function returns
Same as golang's `sync.Once <https://pkg.go.dev/sync#Once>`_
Took this directly from OpenTelemetry's Python SDK:
Ref: https://github.com/open-telemetry/opentelemetry-python/blob
/c6fab7d4c339dc5bf9e... | Once |
python | bokeh__bokeh | src/bokeh/document/locking.py | {
"start": 1560,
"end": 3453
} | class ____(Protocol[F]):
__call__: F
nolock: Literal[True]
def without_document_lock(func: F) -> NoLockCallback[F]:
''' Wrap a callback function to execute without first obtaining the
document lock.
Args:
func (callable) : The function to wrap
Returns:
callable : a function wr... | NoLockCallback |
python | dagster-io__dagster | python_modules/libraries/dagster-dg-core/dagster_dg_core_tests/utils_tests/test_naming.py | {
"start": 2999,
"end": 3999
} | class ____:
"""Test how component names are processed in the scaffolding pipeline."""
def test_component_name_to_module_name_conversion(self):
"""Test the full pipeline from component name to module file name."""
# This simulates what happens in _parse_component_name
component_names = [... | TestComponentNamingIntegration |
python | pytorch__pytorch | test/distributed/_tools/test_sac_ilp.py | {
"start": 8425,
"end": 10224
} | class ____(TestCase):
# tests are adapted from tests in xformers
# https://github.com/facebookresearch/xformers/blob/c6c0ac31f1b08542a0bc27278c6ed10f825f6963/tests/test_checkpoint.py#L222
def setUp(self):
super().setUp()
data = [
("aten.copy_", 5, 0),
("aten.add", 5, ... | TestOptimalCheckpointingPolicy |
python | rapidsai__cudf | python/cudf/cudf/core/series.py | {
"start": 8702,
"end": 14236
} | class ____(_FrameIndexer):
"""
Label-based selection
"""
@_performance_tracking
def __getitem__(self, arg: Any) -> ScalarLike | DataFrameOrSeries:
if not isinstance(self._frame.index, cudf.MultiIndex):
indexing_spec = indexing_utils.parse_row_loc_indexer(
indexin... | _SeriesLocIndexer |
python | Textualize__textual | src/textual/_compositor.py | {
"start": 1299,
"end": 1724
} | class ____(NamedTuple):
"""The result of a reflow operation. Describes the chances to widgets."""
hidden: set[Widget] # Widgets that are hidden
shown: set[Widget] # Widgets that are shown
resized: set[Widget] # Widgets that have been resized
# Maps a widget on to its geometry (information that des... | ReflowResult |
python | matplotlib__matplotlib | galleries/examples/specialty_plots/skewt.py | {
"start": 3438,
"end": 10143
} | class ____(Axes):
# The projection must specify a name. This will be used be the
# user to select the projection, i.e. ``subplot(projection='skewx')``.
name = 'skewx'
def _init_axis(self):
# Taken from Axes and modified to use our modified X-axis
self.xaxis = SkewXAxis(self)
se... | SkewXAxes |
python | pydantic__pydantic | tests/test_forward_ref.py | {
"start": 16375,
"end": 16411
} | class ____(BaseModel):
y: str
| User |
python | huggingface__transformers | tests/models/patchtst/test_modeling_patchtst.py | {
"start": 1589,
"end": 5104
} | class ____:
def __init__(
self,
parent,
batch_size=13,
prediction_length=7,
context_length=14,
patch_length=5,
patch_stride=5,
num_input_channels=1,
num_time_features=1,
is_training=True,
hidden_size=16,
num_hidden_layer... | PatchTSTModelTester |
python | streamlit__streamlit | lib/streamlit/runtime/uploaded_file_manager.py | {
"start": 2842,
"end": 4935
} | class ____(CacheStatsProvider, Protocol):
"""UploadedFileManager protocol, that should be implemented by the concrete
uploaded file managers.
It is responsible for:
- retrieving files by session_id and file_id for st.file_uploader and
st.camera_input
- cleaning up uploaded files... | UploadedFileManager |
python | getsentry__sentry | src/sentry/search/events/builder/metrics.py | {
"start": 2507,
"end": 67828
} | class ____(BaseQueryBuilder):
requires_organization_condition = True
duration_fields = {"transaction.duration"}
organization_column: str = "organization_id"
column_remapping = {
# This MetricsQueryBuilder is only used for transaction metrics.
# So `message` is mapped to `transaction` b... | MetricsQueryBuilder |
python | getsentry__sentry | src/sentry/notifications/notification_action/action_validation.py | {
"start": 4840,
"end": 5012
} | class ____(TicketingActionValidatorHandler):
provider = Action.Type.AZURE_DEVOPS
@action_validator_registry.register(Action.Type.GITHUB)
| AzureDevOpsActionValidatorHandler |
python | huggingface__transformers | src/transformers/models/cohere2/modular_cohere2.py | {
"start": 15775,
"end": 15856
} | class ____(CoherePreTrainedModel):
config: Cohere2Config
| Cohere2PreTrainedModel |
python | microsoft__pyright | packages/pyright-internal/src/tests/samples/protocol11.py | {
"start": 380,
"end": 466
} | class ____(Generic[_TBase1]):
def __iter__(self):
return self
| SourceProvider |
python | sqlalchemy__sqlalchemy | test/sql/test_returning.py | {
"start": 9388,
"end": 17798
} | class ____(fixtures.TablesTest, AssertsExecutionResults):
__requires__ = ("insert_returning",)
__sparse_driver_backend__ = True
run_create_tables = "each"
@classmethod
def define_tables(cls, metadata):
class GoofyType(TypeDecorator):
impl = String
cache_ok = True
... | InsertReturningTest |
python | pytorch__pytorch | test/higher_order_ops/test_invoke_subgraph.py | {
"start": 29766,
"end": 30758
} | class ____(torch.nn.Module):
def forward(self, L_x_: "f32[8]", L_y_: "f32[8]"):
l_x_ = L_x_
l_y_ = L_y_
subgraph_0 = self.subgraph_0
invoke_subgraph = torch.ops.higher_order.invoke_subgraph(subgraph_0, 'subgraph_0', l_x_, l_y_); subgraph_0 = l_x_ = None
a: "f32[8]" = invoke... | GraphModule |
python | plotly__plotly.py | plotly/graph_objs/scatter3d/marker/_line.py | {
"start": 233,
"end": 20147
} | class ____(_BaseTraceHierarchyType):
_parent_path_str = "scatter3d.marker"
_path_str = "scatter3d.marker.line"
_valid_props = {
"autocolorscale",
"cauto",
"cmax",
"cmid",
"cmin",
"color",
"coloraxis",
"colorscale",
"colorsrc",
"... | Line |
python | PyCQA__pylint | tests/functional/f/function_redefined.py | {
"start": 2025,
"end": 2664
} | class ____:
"""ABC"""
# We actually *redefine* these attributes, but these shouldn't
# be considered actual redefinitions. Issue #2451
@property
def __module__(self):
return "actual.module"
@property
def __doc__(self):
return "Docstring"
# Do not emit the error for condit... | ObjectProxy |
python | walkccc__LeetCode | solutions/912. Sort an Array/912-3.py | {
"start": 0,
"end": 772
} | class ____:
def sortArray(self, nums: list[int]) -> list[int]:
self._quickSort(nums, 0, len(nums) - 1)
return nums
def _quickSort(self, nums: list[int], l: int, r: int) -> None:
if l >= r:
return
def partition(nums: list[int], l: int, r: int) -> int:
randIndex = random.randint(0, r - l... | Solution |
python | Netflix__metaflow | metaflow/plugins/airflow/airflow_utils.py | {
"start": 4182,
"end": 6460
} | class ____:
# run_id_creator is added via the `user_defined_filters`
RUN_ID = "%s-{{ [run_id, dag_run.dag_id] | run_id_creator }}" % RUN_ID_PREFIX
PARAMETERS = "{{ params | json_dump }}"
STEPNAME = "{{ ti.task_id }}"
# AIRFLOW_MACROS.TASK_ID will work for linear/branched workflows.
# ti.task_i... | AIRFLOW_MACROS |
python | google__jax | tests/lax_control_flow_test.py | {
"start": 6146,
"end": 119108
} | class ____(jtu.JaxTestCase):
def setUp(self):
super().setUp()
lax_control_flow._initial_style_open_jaxpr.cache_clear()
lax_control_flow._initial_style_jaxpr.cache_clear()
lax_control_flow.common._dedup_consts.cache_clear()
lax_control_flow.common._pad_constvars.cache_clear()
def testCallableEr... | LaxControlFlowTest |
python | tornadoweb__tornado | tornado/template.py | {
"start": 23599,
"end": 23854
} | class ____(_Node):
def __init__(self, statement: str, line: int) -> None:
self.statement = statement
self.line = line
def generate(self, writer: "_CodeWriter") -> None:
writer.write_line(self.statement, self.line)
| _Statement |
python | astropy__astropy | astropy/modeling/tests/test_parameters.py | {
"start": 4680,
"end": 4730
} | class ____(M1):
m2c = Parameter(default=11.0)
| M2 |
python | automl__auto-sklearn | autosklearn/pipeline/components/data_preprocessing/rescaling/standardize.py | {
"start": 512,
"end": 2168
} | class ____(Rescaling, AutoSklearnPreprocessingAlgorithm):
def __init__(
self, random_state: Optional[Union[int, np.random.RandomState]] = None
) -> None:
from sklearn.preprocessing import StandardScaler
self.preprocessor = StandardScaler(copy=False)
@staticmethod
def get_proper... | StandardScalerComponent |
python | getsentry__sentry | src/sentry/grouping/variants.py | {
"start": 8963,
"end": 9303
} | class ____(TypedDict, total=False):
system: ComponentVariant
app: ComponentVariant
custom_fingerprint: CustomFingerprintVariant
built_in_fingerprint: CustomFingerprintVariant
checksum: ChecksumVariant
hashed_checksum: HashedChecksumVariant
default: ComponentVariant
fallback: FallbackVari... | VariantsByDescriptor |
python | weaviate__weaviate-python-client | weaviate/collections/classes/tenants.py | {
"start": 5271,
"end": 6695
} | class ____(BaseModel):
"""Tenant class used to describe a tenant to create in Weaviate.
Attributes:
name: the name of the tenant.
activity_status: TenantCreateActivityStatus, default: "HOT"
"""
model_config = ConfigDict(populate_by_name=True)
name: str
activityStatusInternal: T... | TenantCreate |
python | huggingface__transformers | src/transformers/models/distilbert/tokenization_distilbert.py | {
"start": 796,
"end": 1116
} | class ____(BertTokenizer):
model_input_names = ["input_ids", "attention_mask"]
# DistilBertTokenizerFast is an alias for DistilBertTokenizer (since BertTokenizer is already a fast tokenizer)
DistilBertTokenizerFast = DistilBertTokenizer
__all__ = ["DistilBertTokenizer", "DistilBertTokenizerFast"]
| DistilBertTokenizer |
python | scipy__scipy | scipy/interpolate/_cubic.py | {
"start": 22329,
"end": 40394
} | class ____(CubicHermiteSpline):
"""Piecewise cubic interpolator to fit values (C2 smooth).
Interpolate data with a piecewise cubic polynomial which is twice
continuously differentiable [1]_. The result is represented as a `PPoly`
instance with breakpoints matching the given data.
Parameters
--... | CubicSpline |
python | matplotlib__matplotlib | lib/mpl_toolkits/mplot3d/art3d.py | {
"start": 17214,
"end": 19691
} | class ____(Patch):
"""
3D patch object.
"""
def __init__(self, *args, zs=(), zdir='z', axlim_clip=False, **kwargs):
"""
Parameters
----------
verts :
zs : float
The location along the *zdir* axis in 3D space to position the
patch.
... | Patch3D |
python | pytorch__pytorch | torch/_higher_order_ops/flat_apply.py | {
"start": 1941,
"end": 4379
} | class ____(HigherOrderOperator):
def __init__(self) -> None:
super().__init__("flat_apply")
def __call__(self, func, in_spec, *flat_args, **_unused):
"""
Functions that take in non-graphable types cannot directly be put into FX graph.
Given func(*args, **kwargs), if all of the ... | FlatApply |
python | modin-project__modin | modin/tests/pandas/native_df_interoperability/test_compiler_caster.py | {
"start": 8226,
"end": 8420
} | class ____(NativeQueryCompiler):
_MAX_SIZE_THIS_ENGINE_CAN_HANDLE = BIG_DATA_CLOUD_MIN_NUM_ROWS
def __init__(self, pandas_frame):
super().__init__(pandas_frame)
| BaseTestAutoMover |
python | pypa__virtualenv | src/virtualenv/create/via_global_ref/builtin/cpython/cpython3.py | {
"start": 496,
"end": 579
} | class ____(CPython, Python3Supports, abc.ABC):
"""CPython 3 or later."""
| CPython3 |
python | hynek__structlog | src/structlog/_output.py | {
"start": 708,
"end": 2939
} | class ____:
"""
Print events into a file.
Args:
file: File to print to. (default: `sys.stdout`)
>>> from structlog import PrintLogger
>>> PrintLogger().info("hello")
hello
Useful if you follow `current logging best practices
<logging-best-practices>`.
Also very useful for... | PrintLogger |
python | pytorch__pytorch | functorch/dim/_wrap.py | {
"start": 572,
"end": 8286
} | class ____:
"""
This class wraps PyTorch operations to support first-class dimensions.
"""
def __init__(
self, orig: Callable, wrapper_implementation: Callable, dim_name: str = "dim"
):
self.orig = orig
self.wrapper_implementation = wrapper_implementation
self.name =... | WrappedOperator |
python | catalyst-team__catalyst | catalyst/callbacks/metric.py | {
"start": 5005,
"end": 6998
} | class ____(_MetricCallback):
"""BatchMetricCallback implements batch-based metrics update
and computation over loader
Args:
metric: metric to calculate in callback
input_key: keys of tensors that should be used as inputs in metric calculation
target_key: keys of tensors that should ... | BatchMetricCallback |
python | mlflow__mlflow | mlflow/bedrock/stream.py | {
"start": 6177,
"end": 7875
} | class ____:
"""A helper class to accumulate the chunks of a streaming Converse API response."""
def __init__(self):
self._role = "assistant"
self._text_content_buffer = ""
self._tool_use = {}
self._response = {}
def process_event(self, event_name: str, event_attr: dict[str,... | _ConverseMessageBuilder |
python | apache__airflow | airflow-core/tests/unit/api_fastapi/core_api/routes/public/test_pools.py | {
"start": 3971,
"end": 5867
} | class ____(TestPoolsEndpoint):
def test_get_should_respond_200(self, test_client, session):
self.create_pools()
response = test_client.get(f"/pools/{POOL1_NAME}")
assert response.status_code == 200
assert response.json() == {
"deferred_slots": 0,
"description"... | TestGetPool |
python | walkccc__LeetCode | solutions/2305. Fair Distribution of Cookies/2305.py | {
"start": 0,
"end": 411
} | class ____:
def distributeCookies(self, cookies: list[int], k: int) -> int:
ans = math.inf
def dfs(s: int, children: list[int]) -> None:
nonlocal ans
if s == len(cookies):
ans = min(ans, max(children))
return
for i in range(k):
children[i] += cookies[s]
dfs(... | Solution |
python | great-expectations__great_expectations | great_expectations/render/renderer_configuration.py | {
"start": 2416,
"end": 4144
} | class ____(BaseModel):
"""
_RendererValueBase is the base for renderer classes that need to override the default pydantic dict behavior.
""" # noqa: E501 # FIXME CoP
class Config:
validate_assignment = True
arbitrary_types_allowed = True
@override
def dict( # noqa: PLR0913 # ... | _RendererValueBase |
python | tiangolo__fastapi | tests/test_jsonable_encoder.py | {
"start": 1159,
"end": 1369
} | class ____(BaseModel):
role: Optional[RoleEnum] = None
if PYDANTIC_V2:
model_config = {"use_enum_values": True}
else:
class Config:
use_enum_values = True
| ModelWithConfig |
python | scrapy__scrapy | tests/pipelines.py | {
"start": 173,
"end": 265
} | class ____:
def process_item(self, item):
1 / 0
| ProcessWithZeroDivisionErrorPipeline |
python | huggingface__transformers | src/transformers/models/olmo2/modeling_olmo2.py | {
"start": 15925,
"end": 19052
} | class ____(Olmo2PreTrainedModel):
def __init__(self, config: Olmo2Config):
super().__init__(config)
self.padding_idx = config.pad_token_id
self.vocab_size = config.vocab_size
self.embed_tokens = nn.Embedding(config.vocab_size, config.hidden_size, self.padding_idx)
self.layer... | Olmo2Model |
python | sqlalchemy__sqlalchemy | test/engine/test_parseconnect.py | {
"start": 29332,
"end": 30840
} | class ____(fixtures.TestBase):
@fixture
def mock_create(self):
with patch(
"sqlalchemy.engine.create.create_engine",
) as p:
yield p
def test_url_only(self, mock_create):
create_pool_from_url("sqlite://")
mock_create.assert_called_once_with("sqlite://... | CreatePoolTest |
python | walkccc__LeetCode | solutions/2154. Keep Multiplying Found Values by Two/2155-2.py | {
"start": 0,
"end": 242
} | class ____:
def findFinalValue(self, nums: list[int], original: int) -> int:
seen = [False] * 1001
for num in nums:
seen[num] = True
while original < 1001 and seen[original]:
original *= 2
return original
| Solution |
python | geekcomputers__Python | venv/Lib/site-packages/pip/_vendor/pygments/lexers/python.py | {
"start": 18271,
"end": 28811
} | class ____(RegexLexer):
"""
For Python 2.x source code.
.. versionchanged:: 2.5
This class has been renamed from ``PythonLexer``. ``PythonLexer`` now
refers to the Python 3 variant. File name patterns like ``*.py`` have
been moved to Python 3 as well.
"""
name = 'Python 2.x'... | Python2Lexer |
python | streamlit__streamlit | lib/tests/streamlit/config_util_test.py | {
"start": 10665,
"end": 53628
} | class ____(unittest.TestCase):
"""Test theme inheritance utility functions."""
def setUp(self):
self.config_template = CONFIG_OPTIONS_TEMPLATE
def _get_expected_theme_options_count(self, section: str = "theme") -> int:
"""
Get the expected count of theme options by directly countin... | ThemeInheritanceUtilTest |
python | getsentry__sentry | src/sentry/models/search_common.py | {
"start": 27,
"end": 207
} | class ____(IntEnum):
ISSUE = 0
EVENT = 1
SESSION = 2
REPLAY = 3
METRIC = 4
SPAN = 5
ERROR = 6
TRANSACTION = 7
LOG = 8
TRACEMETRIC = 9
| SearchType |
python | airbytehq__airbyte | airbyte-integrations/connectors/source-amazon-ads/unit_tests/integrations/ad_responses/records/error_record_builder.py | {
"start": 221,
"end": 1163
} | class ____(RecordBuilder):
def __init__(
self,
template: Dict[str, Any],
id_path: Optional[Path] = None,
cursor_path: Optional[Union[FieldPath, NestedPath]] = None,
error_message_path: Optional[Path] = None,
):
super().__init__(template, id_path, cursor_path)
... | ErrorRecordBuilder |
python | python__mypy | mypy/typeops.py | {
"start": 43468,
"end": 49736
} | class ____(TypeTraverserVisitor):
def visit_callable_type(self, t: CallableType) -> None:
for v in t.variables:
v.id.meta_level = 0
super().visit_callable_type(t)
def custom_special_method(typ: Type, name: str, check_all: bool = False) -> bool:
"""Does this type have a custom speci... | FreezeTypeVarsVisitor |
python | run-llama__llama_index | llama-index-utils/llama-index-utils-qianfan/llama_index/utils/qianfan/client.py | {
"start": 1418,
"end": 5712
} | class ____:
"""
The access client for Baidu's Qianfan LLM Platform.
"""
def __init__(self, access_key: str, secret_key: str):
"""
Initialize a Client instance.
:param access_key: The Access Key obtained from the Security Authentication Center of Baidu Intelligent Cloud Console.... | Client |
python | numpy__numpy | numpy/polynomial/tests/test_polynomial.py | {
"start": 13945,
"end": 15282
} | class ____:
def test_polyder(self):
# check exceptions
assert_raises(TypeError, poly.polyder, [0], .5)
assert_raises(ValueError, poly.polyder, [0], -1)
# check that zeroth derivative does nothing
for i in range(5):
tgt = [0] * i + [1]
res = poly.poly... | TestDerivative |
python | huggingface__transformers | tests/models/longformer/test_modeling_longformer.py | {
"start": 17255,
"end": 32961
} | class ____(unittest.TestCase):
def _get_hidden_states(self):
return torch.tensor(
[
[
[
4.98332758e-01,
2.69175139e00,
-7.08081422e-03,
1.04915401e00,
... | LongformerModelIntegrationTest |
python | lxml__lxml | src/lxml/tests/dummy_http_server.py | {
"start": 997,
"end": 1126
} | class ____(wsgiserver.WSGIServer, ThreadingMixIn):
"""A web server that starts a new thread for each request.
"""
| WebServer |
python | google__jax | jax/experimental/jax2tf/tests/flax_models/bilstm_classifier.py | {
"start": 2651,
"end": 3350
} | class ____(nn.Module):
"""Applies word dropout to a batch of input IDs.
This is basically the same as `nn.Dropout`, but allows specifying the
value of dropped out items.
"""
dropout_rate: float
unk_idx: int
deterministic: bool | None = None
@nn.compact
def __call__(self, inputs: Array, deterministic... | WordDropout |
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