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 | astropy__astropy | astropy/extern/configobj/configobj.py | {
"start": 4845,
"end": 5171
} | class ____(SyntaxError):
"""
This is the base class for all errors that ConfigObj raises.
It is a subclass of SyntaxError.
"""
def __init__(self, message='', line_number=None, line=''):
self.line = line
self.line_number = line_number
SyntaxError.__init__(self, message)
| ConfigObjError |
python | pytorch__pytorch | torch/_inductor/cache.py | {
"start": 898,
"end": 1015
} | class ____(ValueError):
"""
Exception raised for errors encountered during cache operations.
"""
| CacheError |
python | redis__redis-py | tests/conftest.py | {
"start": 1320,
"end": 22749
} | class ____(argparse.Action):
def __init__(
self,
option_strings,
dest,
default=None,
type=None,
choices=None,
required=False,
help=None,
metavar=None,
):
_option_strings = []
for option_string in option_strings:
... | BooleanOptionalAction |
python | aimacode__aima-python | logic.py | {
"start": 66401,
"end": 74057
} | class ____(KB):
"""A knowledge base consisting of first-order definite clauses.
>>> kb0 = FolKB([expr('Farmer(Mac)'), expr('Rabbit(Pete)'),
... expr('(Rabbit(r) & Farmer(f)) ==> Hates(f, r)')])
>>> kb0.tell(expr('Rabbit(Flopsie)'))
>>> kb0.retract(expr('Rabbit(Pete)'))
>>> kb0.ask(e... | FolKB |
python | conda__conda | conda/core/path_actions.py | {
"start": 47595,
"end": 51773
} | class ____(PathAction):
def __init__(
self,
source_full_path,
target_pkgs_dir,
target_extracted_dirname,
record_or_spec,
sha256,
size,
md5,
):
self.source_full_path = source_full_path
self.target_pkgs_dir = target_pkgs_dir
s... | ExtractPackageAction |
python | streamlit__streamlit | lib/tests/streamlit/elements/element_policies_test.py | {
"start": 1222,
"end": 1279
} | class ____(unittest.TestCase):
pass
| ElementPoliciesTest |
python | sqlalchemy__sqlalchemy | test/sql/test_compare.py | {
"start": 82419,
"end": 85009
} | class ____(fixtures.TestBase):
def test_str(self):
eq_(
re.compile(r"[\n\s]+", re.M).sub(
" ",
str(
CacheKey(
key=((1, (2, 7, 4), 5),), bindparams=[], params={}
)
),
),
... | TestCacheKeyUtil |
python | pytorch__pytorch | torch/distributed/elastic/timer/file_based_local_timer.py | {
"start": 3084,
"end": 5907
} | class ____(TimerClient):
"""
Client side of ``FileTimerServer``. This client is meant to be used
on the same host that the ``FileTimerServer`` is running on and uses
pid to uniquely identify a worker.
This client uses a named_pipe to send timer requests to the
``FileTimerServer``. This client is... | FileTimerClient |
python | pytorch__pytorch | torch/_library/effects.py | {
"start": 66,
"end": 170
} | class ____(Enum):
ORDERED = "Ordered"
from torch._library.utils import RegistrationHandle
| EffectType |
python | huggingface__transformers | src/transformers/models/whisper/modeling_whisper.py | {
"start": 9628,
"end": 15464
} | class ____(nn.Module):
"""Multi-headed attention from 'Attention Is All You Need' paper"""
def __init__(
self,
embed_dim: int,
num_heads: int,
dropout: float = 0.0,
is_decoder: bool = False,
bias: bool = True,
is_causal: bool = False,
layer_idx: O... | WhisperAttention |
python | fluentpython__example-code | 10-seq-hacking/vector_v4.py | {
"start": 3135,
"end": 5016
} | class ____:
typecode = 'd'
def __init__(self, components):
self._components = array(self.typecode, components)
def __iter__(self):
return iter(self._components)
def __repr__(self):
components = reprlib.repr(self._components)
components = components[components.find('[')... | Vector |
python | getsentry__sentry | tests/snuba/rules/conditions/test_event_frequency.py | {
"start": 1184,
"end": 2309
} | class ____(BaseMetricsTestCase):
def _make_sessions(
self,
num: int,
environment_name: str | None = None,
project: Project | None = None,
received: float | None = None,
):
if received is None:
received = time.time()
def make_session(i):
... | BaseEventFrequencyPercentTest |
python | tensorflow__tensorflow | tensorflow/python/kernel_tests/math_ops/basic_gpu_test.py | {
"start": 1365,
"end": 3823
} | class ____(test.TestCase):
def _compareGPU(self, x, y, np_func, tf_func):
with self.cached_session():
inx = ops.convert_to_tensor(x)
iny = ops.convert_to_tensor(y)
out = tf_func(inx, iny)
tf_gpu = self.evaluate(out)
with self.cached_session(use_gpu=False):
inx = ops.convert_to_... | GPUBinaryOpsTest |
python | tensorflow__tensorflow | tensorflow/python/framework/function.py | {
"start": 9885,
"end": 23530
} | class ____(object):
"""_DefinedFunction encapsulates a function definition and its properties.
Attributes:
name: The function name.
definition: The definition of this function. A FunctionDef proto.
cached_definition: Same as definition. Needed to match AtomicFunction API.
grad_func_name: If not Non... | _DefinedFunction |
python | optuna__optuna | optuna/terminator/terminator.py | {
"start": 875,
"end": 5257
} | class ____(BaseTerminator):
"""Automatic stopping mechanism for Optuna studies.
This class implements an automatic stopping mechanism for Optuna studies, aiming to prevent
unnecessary computation. The study is terminated when the statistical error, e.g.
cross-validation error, exceeds the room left for... | Terminator |
python | google__jax | docs/autodidax.py | {
"start": 35906,
"end": 37233
} | class ____(Trace):
def new_arg(self, aval: ShapedArray) -> JaxprTracer:
aval = raise_to_shaped(aval)
tracer = self.builder.new_tracer(self, aval)
self.builder.tracer_to_var[id(tracer)] = Var(aval)
return tracer
def get_or_make_const_tracer(self, val: Any) -> JaxprTracer:
tracer = self.builder.c... | JaxprTrace |
python | python__mypy | mypyc/ir/ops.py | {
"start": 34682,
"end": 35574
} | class ____(RegisterOp):
"""box(type, src)
This converts from a potentially unboxed representation to a straight Python object.
Only supported for types with an unboxed representation.
"""
error_kind = ERR_NEVER
def __init__(self, src: Value, line: int = -1) -> None:
super().__init__(l... | Box |
python | google__jax | tests/memories_test.py | {
"start": 1972,
"end": 6154
} | class ____(jtu.JaxTestCase):
def setUp(self):
super().setUp()
self._default_memory_kind = "device"
@parameterized.named_parameters(
("named_sharding", "named_sharding"),
("single_device_sharding", "single_device_sharding"),
("gspmd_sharding", "gspmd_sharding"),
)
def test_canonicaliz... | ShardingMemoriesTest |
python | dask__distributed | distributed/dashboard/components/shared.py | {
"start": 11068,
"end": 15563
} | class ____(DashboardComponent):
"""Time plots of the current resource usage on the cluster
This is two plots, one for CPU and Memory and another for Network I/O
"""
def __init__(self, server, doc=None, **kwargs):
if doc is not None:
self.doc = weakref.ref(doc)
self.server =... | ProfileServer |
python | sqlalchemy__sqlalchemy | lib/sqlalchemy/dialects/mysql/types.py | {
"start": 13907,
"end": 15305
} | class ____(sqltypes.TIME):
"""MySQL TIME type."""
__visit_name__ = "TIME"
def __init__(self, timezone: bool = False, fsp: Optional[int] = None):
"""Construct a MySQL TIME type.
:param timezone: not used by the MySQL dialect.
:param fsp: fractional seconds precision value.
... | TIME |
python | allegroai__clearml | clearml/backend_api/services/v2_20/models.py | {
"start": 2065,
"end": 4285
} | class ____(NonStrictDataModel):
"""
:param key: The key uniquely identifying the metadata item inside the given
entity
:type key: str
:param type: The type of the metadata item
:type type: str
:param value: The value stored in the metadata item
:type value: str
"""
_schema =... | MetadataItem |
python | getsentry__sentry | tests/sentry/users/api/endpoints/test_user_permissions_config.py | {
"start": 379,
"end": 1722
} | class ____(UserPermissionsConfigTest):
method = "GET"
def test_superuser_lookup_self(self) -> None:
self.superuser = self.create_user(is_superuser=True)
self.login_as(user=self.superuser, superuser=True)
self.add_user_permission(self.superuser, "users.admin")
response = self.ge... | UserPermissionsConfigGetTest |
python | ray-project__ray | rllib/core/models/torch/primitives.py | {
"start": 15305,
"end": 22684
} | class ____(nn.Module):
"""A model containing a CNNTranspose with N Conv2DTranspose layers.
All layers share the same activation function, bias setup (use bias or not),
and LayerNormalization setup (use layer normalization or not), except for the last
one, which is never activated and never layer norm'd... | TorchCNNTranspose |
python | xlwings__xlwings | xlwings/constants.py | {
"start": 88627,
"end": 89612
} | class ____:
xlDifferenceFrom = 2 # from enum XlPivotFieldCalculation
xlIndex = 9 # from enum XlPivotFieldCalculation
xlNoAdditionalCalculation = -4143 # from enum XlPivotFieldCalculation
xlPercentDifferenceFrom = 4 # from enum XlPivotFieldCalculation
xlPercentOf = 3 # from enum XlPivotFieldCalc... | PivotFieldCalculation |
python | walkccc__LeetCode | solutions/2874. Maximum Value of an Ordered Triplet II/2874.py | {
"start": 0,
"end": 436
} | class ____:
# Same as 2873. Maximum Value of an Ordered Triplet I
def maximumTripletValue(self, nums: list[int]) -> int:
ans = 0
maxDiff = 0 # max(nums[i] - nums[j])
maxNum = 0 # max(nums[i])
for num in nums:
ans = max(ans, maxDiff * num) # num := nums[k]
maxDiff = max(maxDif... | Solution |
python | pypa__warehouse | tests/unit/email/test_init.py | {
"start": 70151,
"end": 72704
} | class ____:
@pytest.fixture
def _organization_project(self, pyramid_user):
self.user = pyramid_user
self.organization_name = "exampleorganization"
self.project_name = "exampleproject"
@pytest.mark.usefixtures("_organization_project")
@pytest.mark.parametrize(
("email_tem... | TestOrganizationProjectEmails |
python | great-expectations__great_expectations | contrib/experimental/great_expectations_experimental/expectations/expect_column_values_to_match_powers_of_base.py | {
"start": 1737,
"end": 9019
} | class ____(ColumnMapExpectation):
"""Expect column values to match powers of Base (Base ** power == column value)."""
# These examples will be shown in the public gallery.
# They will also be executed as unit tests for your Expectation.
examples = [
{
"data": {
"most... | ExpectColumnValuesToMatchPowersOfBase |
python | doocs__leetcode | solution/2000-2099/2007.Find Original Array From Doubled Array/Solution.py | {
"start": 0,
"end": 389
} | class ____:
def findOriginalArray(self, changed: List[int]) -> List[int]:
changed.sort()
cnt = Counter(changed)
ans = []
for x in changed:
if cnt[x] == 0:
continue
cnt[x] -= 1
if cnt[x << 1] <= 0:
return []
... | Solution |
python | pytorch__pytorch | test/dynamo/test_higher_order_ops.py | {
"start": 230628,
"end": 231656
} | class ____(torch.nn.Module):
def forward(self, L_self_buffers_tensor_constant0_: "f32[3, 3, 3]"):
l_self_buffers_tensor_constant0_ = L_self_buffers_tensor_constant0_
alias_default: "f32[3, 3, 3]" = torch.ops.aten.alias.default(l_self_buffers_tensor_constant0_); l_self_buffers_tensor_constant0_ = N... | GraphModule |
python | apache__airflow | providers/amazon/tests/unit/amazon/aws/hooks/test_verified_permissions.py | {
"start": 915,
"end": 1063
} | class ____:
def test_conn_attribute(self):
hook = VerifiedPermissionsHook()
assert hasattr(hook, "conn")
| TestVerifiedPermissionsHook |
python | dagster-io__dagster | python_modules/dagster/dagster/_core/definitions/antlr_asset_selection/generated/AssetSelectionVisitor.py | {
"start": 258,
"end": 6217
} | class ____(ParseTreeVisitor):
# Visit a parse tree produced by AssetSelectionParser#start.
def visitStart(self, ctx: AssetSelectionParser.StartContext):
return self.visitChildren(ctx)
# Visit a parse tree produced by AssetSelectionParser#UpTraversalExpression.
def visitUpTraversalExpression(sel... | AssetSelectionVisitor |
python | python-attrs__attrs | tests/test_dunders.py | {
"start": 27064,
"end": 27181
} | class ____:
pass
# Store this class so that we recreate it.
OriginalC = C
@attr.s(unsafe_hash=True, order=True)
| C |
python | plotly__plotly.py | plotly/utils.py | {
"start": 3189,
"end": 6233
} | class ____(PrettyPrinter):
"""
PrettyPrinter subclass that elides long lists/arrays/strings
"""
def __init__(self, *args, **kwargs):
self.threshold = kwargs.pop("threshold", 200)
PrettyPrinter.__init__(self, *args, **kwargs)
def _format(self, val, stream, indent, allowance, context... | ElidedPrettyPrinter |
python | RaRe-Technologies__gensim | gensim/similarities/docsim.py | {
"start": 8988,
"end": 29340
} | class ____(interfaces.SimilarityABC):
"""Compute cosine similarity of a dynamic query against a corpus of documents ('the index').
The index supports adding new documents dynamically.
Notes
-----
Scalability is achieved by sharding the index into smaller pieces, each of which fits into core memory... | Similarity |
python | ray-project__ray | python/ray/data/preprocessors/chain.py | {
"start": 266,
"end": 4159
} | class ____(Preprocessor):
"""Combine multiple preprocessors into a single :py:class:`Preprocessor`.
When you call ``fit``, each preprocessor is fit on the dataset produced by the
preceeding preprocessor's ``fit_transform``.
Example:
>>> import pandas as pd
>>> import ray
>>> fr... | Chain |
python | pytransitions__transitions | transitions/extensions/states.py | {
"start": 9723,
"end": 9826
} | class ____(object):
"""Empty Python object which can be used to assign attributes to."""
| VolatileObject |
python | explosion__spaCy | spacy/lang/he/__init__.py | {
"start": 298,
"end": 391
} | class ____(Language):
lang = "he"
Defaults = HebrewDefaults
__all__ = ["Hebrew"]
| Hebrew |
python | charliermarsh__ruff | crates/ruff_linter/resources/test/fixtures/pep8_naming/N802.py | {
"start": 635,
"end": 716
} | class ____(Visitor):
def visit_Constant(self, node):
pass
| ExtendsVisitor |
python | qdrant__qdrant-client | tools/async_client_generator/transformers/function_def_transformer.py | {
"start": 52,
"end": 1109
} | class ____(ast.NodeTransformer):
def __init__(self, keep_sync: Optional[list[str]] = None):
self.keep_sync = keep_sync if keep_sync is not None else []
def _keep_sync(self, name: str) -> bool:
return name in self.keep_sync
def visit_FunctionDef(self, sync_node: ast.FunctionDef) -> ast.AST:... | FunctionDefTransformer |
python | apache__airflow | airflow-ctl/src/airflowctl/ctl/cli_config.py | {
"start": 4337,
"end": 6172
} | class ____:
"""Class to keep information about command line argument."""
def __init__(
self,
flags=_UNSET,
help=_UNSET,
action=_UNSET,
default=_UNSET,
nargs=_UNSET,
type=_UNSET,
choices=_UNSET,
required=_UNSET,
metavar=_UNSET,
... | Arg |
python | huggingface__transformers | src/transformers/models/esm/modeling_esmfold.py | {
"start": 66912,
"end": 72237
} | class ____(nn.Module):
def __init__(self, config):
super().__init__()
self.config = config
c_s = config.sequence_state_dim
c_z = config.pairwise_state_dim
self.pairwise_positional_embedding = EsmFoldRelativePosition(config)
self.blocks = nn.ModuleList([EsmFoldTrian... | EsmFoldingTrunk |
python | run-llama__llama_index | llama-index-integrations/readers/llama-index-readers-gitbook/llama_index/readers/gitbook/gitbook_client.py | {
"start": 104,
"end": 3346
} | class ____:
"""
Gitbook Restful API Client.
Helper Class to invoke gitbook restful api & parse result
Args:
api_token (str): Gitbook API Token.
api_url (str): Gitbook API Endpoint.
"""
def __init__(self, api_token: str, api_url: str = DEFAULT_GITBOOK_API_URL):
self.ap... | GitbookClient |
python | openai__openai-python | src/openai/types/responses/response_input_item_param.py | {
"start": 6954,
"end": 7383
} | class ____(TypedDict, total=False):
commands: Required[SequenceNotStr[str]]
"""Ordered shell commands for the execution environment to run."""
max_output_length: Optional[int]
"""
Maximum number of UTF-8 characters to capture from combined stdout and stderr
output.
"""
timeout_ms: Opti... | ShellCallAction |
python | django__django | tests/admin_views/admin.py | {
"start": 24493,
"end": 24826
} | class ____(admin.ModelAdmin):
def get_urls(self):
# Disable change_view, but leave other urls untouched
urlpatterns = super().get_urls()
return [p for p in urlpatterns if p.name and not p.name.endswith("_change")]
@admin.display
def callable_on_unknown(obj):
return obj.unknown
| UnchangeableObjectAdmin |
python | tensorflow__tensorflow | tensorflow/python/autograph/operators/control_flow_test.py | {
"start": 2234,
"end": 15990
} | class ____(testing.AutoGraphTestCase):
def test_tensor(self):
def body(i):
nonlocal s
s = s * 10 + i
def set_state(loop_vars):
nonlocal s
s, = loop_vars
s = 0
control_flow.for_stmt(
constant_op.constant([1, 2, 3, 4]),
extra_test=lambda: True,
body=bod... | ForLoopTest |
python | getsentry__sentry | tests/apidocs/endpoints/releases/test_project_release_file_details.py | {
"start": 136,
"end": 1514
} | class ____(APIDocsTestCase):
def setUp(self) -> None:
self.login_as(user=self.user)
project = self.create_project(name="foo")
release = self.create_release(project=project, version="1")
file1 = self.create_file(
name="blah.js",
size=42,
type="relea... | ProjectReleaseFileDetailsDocsTest |
python | huggingface__transformers | tests/models/qwen3/test_modeling_qwen3.py | {
"start": 1420,
"end": 1979
} | class ____(CausalLMModelTest, unittest.TestCase):
model_tester_class = Qwen3ModelTester
# TODO (ydshieh): Check this. See https://app.circleci.com/pipelines/github/huggingface/transformers/79245/workflows/9490ef58-79c2-410d-8f51-e3495156cf9c/jobs/1012146
def is_pipeline_test_to_skip(
self,
... | Qwen3ModelTest |
python | mlflow__mlflow | dev/clint/tests/rules/test_markdown_link.py | {
"start": 480,
"end": 1077
} | class ____:
"""
Class with [another markdown link](https://test.com).
"""
# Good
def function_with_rest_link():
"""
This function has a `reST link <https://example.com>`_.
"""
'''
config = Config(select={MarkdownLink.name})
violations = lint_file(Path("test.py"), code, config, index_pa... | MyClass |
python | tornadoweb__tornado | tornado/test/web_test.py | {
"start": 65741,
"end": 66142
} | class ____(SimpleHandlerTestCase):
class Handler(RequestHandler):
def get(self):
self.set_status(204)
self.finish()
def test_204_headers(self):
response = self.fetch("/")
self.assertEqual(response.code, 204)
self.assertNotIn("Content-Length", response.hea... | Header204Test |
python | vyperlang__vyper | vyper/builtins/functions.py | {
"start": 88584,
"end": 88702
} | class ____(_MinMaxValue):
_id = "min_value"
def _eval(self, type_):
return type_.ast_bounds[0]
| MinValue |
python | facelessuser__pymdown-extensions | tests/test_extensions/test_slugs.py | {
"start": 2280,
"end": 2808
} | class ____(util.MdCase):
"""Test GitHub Flavored Markdown style slugs."""
extension = ['markdown.extensions.toc']
extension_configs = {
'markdown.extensions.toc': {
"slugify": slugs.slugify(case="lower-ascii")
}
}
def test_slug(self):
"""Test the slug output."""... | TestGFM |
python | gevent__gevent | src/greentest/3.10/test_wsgiref.py | {
"start": 794,
"end": 1181
} | class ____(WSGIServer):
"""Non-socket HTTP server"""
def __init__(self, server_address, RequestHandlerClass):
BaseServer.__init__(self, server_address, RequestHandlerClass)
self.server_bind()
def server_bind(self):
host, port = self.server_address
self.server_name = host
... | MockServer |
python | celery__celery | t/unit/events/test_state.py | {
"start": 1180,
"end": 1389
} | class ____(replay):
def setup(self):
self.events = [
Event('worker-online', hostname='utest1'),
Event('worker-offline', hostname='utest1'),
]
| ev_worker_online_offline |
python | xlwings__xlwings | xlwings/_xlmac.py | {
"start": 43780,
"end": 44288
} | class ____(base_classes.PageSetup):
def __init__(self, parent, xl):
self.parent = parent
self.xl = xl
@property
def api(self):
return self.xl
@property
def print_area(self):
value = self.xl.print_area.get()
if value == kw.missing_value:
return No... | PageSetup |
python | pytorch__pytorch | test/dynamo/test_modules.py | {
"start": 1224,
"end": 1487
} | class ____(torch.nn.Module):
def __init__(self) -> None:
super().__init__()
self.linear1 = torch.nn.Linear(10, 10)
self.scale = torch.randn(1, 10)
def forward(self, x):
return F.relu(self.linear1(x)) * self.scale
| BasicModule |
python | readthedocs__readthedocs.org | readthedocs/oauth/migrations/0016_deprecate_old_vcs.py | {
"start": 180,
"end": 1030
} | class ____(migrations.Migration):
safe = Safe.before_deploy()
dependencies = [
("oauth", "0015_increase_avatar_url_length"),
]
operations = [
migrations.AlterField(
model_name="remoterepository",
name="clone_url",
field=models.URLField(
... | Migration |
python | pytorch__pytorch | torch/cuda/_sanitizer.py | {
"start": 7408,
"end": 12096
} | class ____:
def __init__(self) -> None:
self.current_sync_states: dict[StreamId, dict[StreamId, SeqNum]] = {}
self.recorded_sync_states: dict[EventId, dict[StreamId, SeqNum]] = {}
self.host_sync_state: dict[StreamId, SeqNum] = {}
self.create_stream(DEFAULT_STREAM_ID)
def _ensure... | StreamSynchronizations |
python | ray-project__ray | python/ray/data/_internal/planner/plan_expression/expression_visitors.py | {
"start": 3348,
"end": 7413
} | class ____(_ExprVisitor[Expr]):
"""Visitor rebinding column references in ``Expression``s.
This visitor traverses given ``Expression`` trees and substitutes column references
according to a provided substitution map.
"""
def __init__(self, column_ref_substitutions: Dict[str, Expr]):
"""Ini... | _ColumnSubstitutionVisitor |
python | great-expectations__great_expectations | contrib/experimental/great_expectations_experimental/expectations/expect_queried_slowly_changing_table_to_have_no_gaps.py | {
"start": 526,
"end": 8293
} | class ____(QueryExpectation):
"""Expect Slowly changing table type II to have no gaps between the 'end date' of each row, and the next 'start date' in the next row.
Args:
template_dict: dict with the following keys: \
primary_key (primary key column name or multiple columns, comma separated... | ExpectQueriedSlowlyChangingTableToHaveNoGaps |
python | apache__airflow | providers/amazon/tests/unit/amazon/aws/hooks/test_glue.py | {
"start": 1334,
"end": 23485
} | class ____:
def setup_method(self):
self.some_aws_region = "us-west-2"
@mock_aws
@pytest.mark.parametrize("role_path", ["/", "/custom-path/"])
def test_get_iam_execution_role(self, role_path):
expected_role = "my_test_role"
boto3.client("iam").create_role(
Path=role_... | TestGlueJobHook |
python | jmcnamara__XlsxWriter | xlsxwriter/test/comparison/test_hyperlink15.py | {
"start": 315,
"end": 1063
} | class ____(ExcelComparisonTest):
"""
Test file created by XlsxWriter against a file created by Excel.
"""
def setUp(self):
self.set_filename("hyperlink15.xlsx")
def test_create_file(self):
"""
Test the creation of a simple XlsxWriter file with hyperlinks. This
exam... | TestCompareXLSXFiles |
python | pytorch__pytorch | torch/distributions/transforms.py | {
"start": 30490,
"end": 31522
} | class ____(Transform):
r"""
Transform from unconstrained space to the simplex via :math:`y = \exp(x)` then
normalizing.
This is not bijective and cannot be used for HMC. However this acts mostly
coordinate-wise (except for the final normalization), and thus is
appropriate for coordinate-wise op... | SoftmaxTransform |
python | scikit-learn__scikit-learn | sklearn/linear_model/_coordinate_descent.py | {
"start": 24790,
"end": 41349
} | class ____(MultiOutputMixin, RegressorMixin, LinearModel):
"""Linear regression with combined L1 and L2 priors as regularizer.
Minimizes the objective function:
.. math::
\\frac{1}{2 n_{\\rm samples}} \\cdot \\|y - X w\\|_2^2
+ \\alpha \\cdot {\\rm l1\\_{ratio}} \\cdot \\|w\\|_1
+... | ElasticNet |
python | getsentry__sentry | src/sentry/ratelimits/base.py | {
"start": 179,
"end": 1064
} | class ____(Service):
__all__ = ("is_limited", "validate", "current_value", "is_limited_with_value")
window = 60
def is_limited(
self, key: str, limit: int, project: Project | None = None, window: int | None = None
) -> bool:
is_limited, _, _ = self.is_limited_with_value(key, limit, pro... | RateLimiter |
python | airbytehq__airbyte | airbyte-integrations/connectors/source-github/source_github/github_schema.py | {
"start": 1468582,
"end": 1468858
} | class ____(sgqlc.types.Type, Node, AuditEntry, EnterpriseAuditEntryData, OrganizationAuditEntryData):
"""Audit log entry for a repository_visibility_change.disable event."""
__schema__ = github_schema
__field_names__ = ()
| RepositoryVisibilityChangeDisableAuditEntry |
python | mlflow__mlflow | mlflow/models/evaluation/base.py | {
"start": 32002,
"end": 81247
} | class ____:
name: str
evaluator: ModelEvaluator
config: dict[str, Any]
def _resolve_default_evaluator(model_type, default_config) -> list[EvaluatorBundle]:
"""
Determine which built-in evaluators should be used for the given model type by default.
Previously, MLflow evaluate API only had a si... | EvaluatorBundle |
python | graphql-python__graphene | graphene/relay/tests/test_node_custom.py | {
"start": 555,
"end": 649
} | class ____(Interface):
width = Int(description="The width of the photo in pixels")
| BasePhoto |
python | numpy__numpy | numpy/random/tests/test_direct.py | {
"start": 17634,
"end": 18798
} | class ____(Base):
@classmethod
def setup_class(cls):
cls.bit_generator = SFC64
cls.bits = 64
cls.dtype = np.uint64
cls.data1 = cls._read_csv(
join(pwd, './data/sfc64-testset-1.csv'))
cls.data2 = cls._read_csv(
join(pwd, './data/sfc64-testset-2.csv'... | TestSFC64 |
python | ray-project__ray | python/ray/data/tests/unit/test_expressions.py | {
"start": 7785,
"end": 10257
} | class ____:
"""Test boolean expression functionality."""
@pytest.mark.parametrize(
"condition",
[
col("age") > lit(18),
col("status") == lit("active"),
col("name").is_not_null(),
(col("age") >= lit(21)) & (col("country") == lit("USA")),
],... | TestBooleanExpressions |
python | pydantic__pydantic | tests/mypy/outputs/mypy-plugin_ini/plugin_fail.py | {
"start": 3924,
"end": 4597
} | class ____(BaseModel):
undefined: Undefined # noqa F821
# MYPY: error: Name "Undefined" is not defined [name-defined]
UndefinedAnnotationModel()
# MYPY: error: Missing named argument "undefined" for "UndefinedAnnotationModel" [call-arg]
Model.model_construct(x=1)
# MYPY: error: Missing named argument "y" for... | UndefinedAnnotationModel |
python | pytorch__pytorch | test/dynamo/test_subclasses.py | {
"start": 68905,
"end": 79545
} | class ____(torch.nn.Module):
def forward(self):
ones: "f32[4, 3]" = torch.ones([4, 3])
return (ones,)
"""
test_recompilation(
f,
torch.randn([3, 4]),
[3, 3, 4, 5],
exp_graphs=[true_graph, true_graph, false_graph, false_graph],
exp_f... | GraphModule |
python | apache__airflow | providers/cncf/kubernetes/src/airflow/providers/cncf/kubernetes/exceptions.py | {
"start": 999,
"end": 1130
} | class ____(AirflowException):
"""Raised when an error is encountered while trying to merge pod configs."""
| PodReconciliationError |
python | dask__distributed | distributed/shuffle/tests/test_shuffle.py | {
"start": 76002,
"end": 87098
} | class ____(_ShuffleRunManager):
def __init__(self, *args: Any, **kwargs: Any):
super().__init__(*args, **kwargs)
self.in_get_or_create_shuffle = asyncio.Event()
self.block_get_or_create_shuffle = asyncio.Event()
self.in_get_shuffle_run = asyncio.Event()
self.block_get_shuffle... | BlockedShuffleAccessAndFailShuffleRunManager |
python | microsoft__pyright | packages/pyright-internal/src/tests/samples/typeNarrowingIsinstance6.py | {
"start": 1492,
"end": 1654
} | class ____(ParentC[_T3]):
pass
def func6(var: ParentC[int]):
if isinstance(var, ChildC1):
reveal_type(var, expected_text="ChildC1[float]")
| ChildC1 |
python | charliermarsh__ruff | crates/ruff_python_formatter/resources/test/fixtures/ruff/docstring.py | {
"start": 1942,
"end": 2136
} | class ____:
"""Browse module classes and functions in IDLE."""
# This class is also the base class for pathbrowser.PathBrowser.
def __init__(self):
pass
| CommentAfterDocstring1 |
python | getsentry__sentry | src/sentry/sentry_apps/utils/errors.py | {
"start": 1956,
"end": 2129
} | class ____(SentryAppBaseError):
error_type = SentryAppErrorType.INTEGRATOR
status_code = 400
# Represents an error that's our (sentry's) fault
| SentryAppIntegratorError |
python | django__django | tests/m2m_through_regress/tests.py | {
"start": 2379,
"end": 4460
} | class ____(TestCase):
@classmethod
def setUpTestData(cls):
cls.bob = Person.objects.create(name="Bob")
cls.roll = Group.objects.create(name="Roll")
cls.bob_roll = Membership.objects.create(person=cls.bob, group=cls.roll)
def test_serialization(self):
"m2m-through models aren... | M2MThroughSerializationTestCase |
python | encode__httpx | httpx/_decoders.py | {
"start": 9806,
"end": 12041
} | class ____:
"""
Handles incrementally reading lines from text.
Has the same behaviour as the stdllib splitlines,
but handling the input iteratively.
"""
def __init__(self) -> None:
self.buffer: list[str] = []
self.trailing_cr: bool = False
def decode(self, text: str) -> li... | LineDecoder |
python | ray-project__ray | python/ray/serve/tests/unit/test_router.py | {
"start": 1433,
"end": 2575
} | class ____(ReplicaResult):
def __init__(
self,
replica_id,
is_generator_object: bool,
queue_len_info: Optional[ReplicaQueueLengthInfo] = None,
):
self._replica_id = replica_id
self._is_generator_object = is_generator_object
self._queue_len_info = queue_len... | FakeReplicaResult |
python | pytorch__pytorch | test/distributed/elastic/utils/util_test.py | {
"start": 572,
"end": 1458
} | class ____:
_TEST_TIMEOUT = 1234
def __init__(self) -> None:
self.ops = []
def set_timeout(self, timeout: float) -> None:
self.ops.append(("set_timeout", timeout))
@property
def timeout(self) -> datetime.timedelta:
self.ops.append(("timeout",))
return datetime.tim... | MockStore |
python | Pylons__pyramid | src/pyramid/config/rendering.py | {
"start": 267,
"end": 1897
} | class ____:
def add_default_renderers(self):
for name, renderer in DEFAULT_RENDERERS:
self.add_renderer(name, renderer)
@action_method
def add_renderer(self, name, factory):
"""
Add a :app:`Pyramid` :term:`renderer` factory to the
current configuration state.
... | RenderingConfiguratorMixin |
python | keon__algorithms | algorithms/heap/merge_sorted_k_lists.py | {
"start": 228,
"end": 2094
} | class ____(object):
""" ListNode Class"""
def __init__(self, val):
self.val = val
self.next = None
def merge_k_lists(lists):
""" Merge Lists """
dummy = node = ListNode(0)
list_h = [(n.val, n) for n in lists if n]
heapify(list_h)
while list_h:
_, n_val = list_h[0]
... | ListNode |
python | pytorch__pytorch | torch/distributed/checkpoint/state_dict.py | {
"start": 4586,
"end": 8310
} | class ____(StateDictOptions):
fqn_param_mapping: dict[
Union[str, torch.Tensor],
Union[FQNS_T, torch.Tensor],
] = field(default_factory=dict)
shared_params_mapping: dict[
Union[str, torch.Tensor],
Union[FQNS_T, torch.Tensor],
] = field(default_factory=dict)
submodule_... | _StateDictInfo |
python | run-llama__llama_index | llama-index-packs/llama-index-packs-llama-dataset-metadata/llama_index/packs/llama_dataset_metadata/base.py | {
"start": 2090,
"end": 2242
} | class ____(BaseMetadata):
"""Baseline data class."""
name: str
config: BaselineConfig
metrics: BaselineMetrics
code_url: str
| Baseline |
python | wandb__wandb | wandb/sdk/wandb_require_helpers.py | {
"start": 840,
"end": 1331
} | class ____:
requirement = ""
def __init__(self) -> None:
self._check_if_requirements_met()
def __post_init__(self) -> None:
self._check_if_requirements_met()
def _check_if_requirements_met(self) -> None:
env_var = requirement_env_var_mapping[self.requirement]
if not os... | RequiresMixin |
python | huggingface__transformers | tests/models/efficientloftr/test_modeling_efficientloftr.py | {
"start": 5183,
"end": 18312
} | class ____(ModelTesterMixin, unittest.TestCase):
all_model_classes = (EfficientLoFTRForKeypointMatching, EfficientLoFTRModel) if is_torch_available() else ()
test_resize_embeddings = False
has_attentions = True
def setUp(self):
self.model_tester = EfficientLoFTRModelTester(self)
self.c... | EfficientLoFTRModelTest |
python | readthedocs__readthedocs.org | readthedocs/rtd_tests/tests/test_managers.py | {
"start": 357,
"end": 5988
} | class ____(TestCase):
def setUp(self):
self.user = get(User)
self.another_user = get(User)
self.project = get(
Project,
privacy_level=PUBLIC,
external_builds_privacy_level=PUBLIC,
users=[self.user],
main_language_project=None,
... | TestBuildManagerBase |
python | jmcnamara__XlsxWriter | xlsxwriter/test/comparison/test_autofilter01.py | {
"start": 315,
"end": 1845
} | class ____(ExcelComparisonTest):
"""
Test file created by XlsxWriter against a file created by Excel.
"""
def setUp(self):
self.set_filename("autofilter01.xlsx")
self.set_text_file("autofilter_data.txt")
def test_create_file(self):
"""
Test the creation of a simple... | TestCompareXLSXFiles |
python | tensorflow__tensorflow | tensorflow/tools/ci_build/osx/arm64/tensorflow_metal_plugin_test.py | {
"start": 90890,
"end": 93617
} | class ____(test.TestCase):
def _npXent(self, features, labels, dim=-1):
if dim == -1:
dim = len(features.shape) - 1
print("dim ", dim)
one_only_on_dim = list(features.shape)
one_only_on_dim[dim] = 1
e = np.exp(
features - np.reshape(np.amax(features, axis=dim), one_only_on_dim)
... | XentTest |
python | PrefectHQ__prefect | src/prefect/server/schemas/filters.py | {
"start": 61617,
"end": 62164
} | class ____(PrefectFilterBaseModel):
"""Filter by `BlockDocument.block_type_id`."""
any_: Optional[list[UUID]] = Field(
default=None, description="A list of block type ids to include"
)
def _get_filter_list(
self, db: "PrefectDBInterface"
) -> Iterable[sa.ColumnExpressionArgument[bo... | BlockDocumentFilterBlockTypeId |
python | pytorch__pytorch | test/distributed/test_c10d_gloo.py | {
"start": 91888,
"end": 96444
} | class ____(ProcessGroupGlooTest):
def setUp(self):
os.environ["TORCH_FR_BUFFER_SIZE"] = "10"
super().setUp()
def tearDown(self) -> None:
del os.environ["TORCH_FR_BUFFER_SIZE"]
return super().tearDown()
def _verify_trace(self, t, is_json):
ver = t["version"]
... | ProcessGroupGlooFRTest |
python | sqlalchemy__sqlalchemy | test/dialect/postgresql/test_types.py | {
"start": 53853,
"end": 54701
} | class ____(DDLEventWCreateHarness, fixtures.TestBase):
__sparse_driver_backend__ = True
__only_on__ = "postgresql > 8.3"
creates_implicitly_with_table = False
drops_implicitly_with_table = False
requires_table_to_exist = False
@testing.fixture
def produce_subject(self):
return Enu... | EnumDDLEventTest |
python | doocs__leetcode | solution/2300-2399/2365.Task Scheduler II/Solution.py | {
"start": 0,
"end": 276
} | class ____:
def taskSchedulerII(self, tasks: List[int], space: int) -> int:
day = defaultdict(int)
ans = 0
for task in tasks:
ans += 1
ans = max(ans, day[task])
day[task] = ans + space + 1
return ans
| Solution |
python | apache__airflow | providers/hashicorp/src/airflow/providers/hashicorp/hooks/vault.py | {
"start": 1275,
"end": 18089
} | class ____(BaseHook):
"""
Hook to Interact with HashiCorp Vault KeyValue Secret engine.
HashiCorp hvac documentation:
* https://hvac.readthedocs.io/en/stable/
You connect to the host specified as host in the connection. The login/password from the connection
are used as credentials usually ... | VaultHook |
python | plotly__plotly.py | plotly/graph_objs/choropleth/_legendgrouptitle.py | {
"start": 233,
"end": 2960
} | class ____(_BaseTraceHierarchyType):
_parent_path_str = "choropleth"
_path_str = "choropleth.legendgrouptitle"
_valid_props = {"font", "text"}
@property
def font(self):
"""
Sets this legend group's title font.
The 'font' property is an instance of Font
that may be s... | Legendgrouptitle |
python | apache__airflow | airflow-ctl/src/airflowctl/ctl/cli_config.py | {
"start": 10354,
"end": 32801
} | class ____:
"""Factory class that creates 1-1 mapping with airflowctl/api/operations."""
datamodels_extended_map: dict[str, list[str]]
operations: list[dict]
args_map: dict[tuple, list[Arg]]
func_map: dict[tuple, Callable]
commands_map: dict[str, list[ActionCommand]]
group_commands_list: li... | CommandFactory |
python | openai__openai-python | src/openai/types/fine_tuning/job_create_params.py | {
"start": 3729,
"end": 4333
} | class ____(TypedDict, total=False):
batch_size: Union[Literal["auto"], int]
"""Number of examples in each batch.
A larger batch size means that model parameters are updated less frequently, but
with lower variance.
"""
learning_rate_multiplier: Union[Literal["auto"], float]
"""Scaling fact... | Hyperparameters |
python | facebook__pyre-check | source/interprocedural_analyses/taint/test/integration/class_interval.py | {
"start": 1567,
"end": 1681
} | class ____(B3):
def m0(self, x):
self.m1(x)
def m2(self, x):
_test_sink(x) # Issue here
| C3 |
python | gevent__gevent | src/gevent/tests/test__ares_host_result.py | {
"start": 310,
"end": 908
} | class ____(greentest.TestCase):
# Issue 104: ares.ares_host_result unpickleable
def _test(self, protocol):
r = ares_host_result('family', ('arg1', 'arg2', ))
dumped = pickle.dumps(r, protocol)
loaded = pickle.loads(dumped)
self.assertEqual(r, loaded)
# pylint:disable=no-... | TestPickle |
python | huggingface__transformers | tests/models/bertweet/test_tokenization_bertweet.py | {
"start": 792,
"end": 2854
} | class ____(TokenizerTesterMixin, unittest.TestCase):
from_pretrained_id = "vinai/bertweet-base"
tokenizer_class = BertweetTokenizer
test_rust_tokenizer = False
@classmethod
def setUpClass(cls):
super().setUpClass()
# Adapted from Sennrich et al. 2015 and https://github.com/rsennric... | BertweetTokenizationTest |
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