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 | sqlalchemy__sqlalchemy | test/orm/inheritance/test_assorted_poly.py | {
"start": 52060,
"end": 55797
} | class ____(fixtures.MappedTest):
@classmethod
def define_tables(cls, metadata):
global t1, t2
t1 = Table(
"t1",
metadata,
Column(
"id", Integer, primary_key=True, test_needs_autoincrement=True
),
Column("type", String(30... | CustomPKTest |
python | django__django | tests/queries/models.py | {
"start": 11699,
"end": 11832
} | class ____(models.Model):
name = models.CharField(max_length=20, null=True)
class Meta:
ordering = ["id"]
| NullableName |
python | fsspec__filesystem_spec | fsspec/implementations/http_sync.py | {
"start": 26466,
"end": 30332
} | class ____(AbstractBufferedFile):
def __init__(self, fs, url, mode="rb", session=None, **kwargs):
self.url = url
self.session = session
if mode != "rb":
raise ValueError
self.details = {"name": url, "size": None}
super().__init__(fs=fs, path=url, mode=mode, cache_... | HTTPStreamFile |
python | kamyu104__LeetCode-Solutions | Python/can-you-eat-your-favorite-candy-on-your-favorite-day.py | {
"start": 29,
"end": 429
} | class ____(object):
def canEat(self, candiesCount, queries):
"""
:type candiesCount: List[int]
:type queries: List[List[int]]
:rtype: List[bool]
"""
prefix = [0]*(len(candiesCount)+1)
for i, c in enumerate(candiesCount):
prefix[i+1] = prefix[i]+c
... | Solution |
python | gevent__gevent | src/gevent/tests/test__queue.py | {
"start": 13059,
"end": 15116
} | class ____(TestSimpleQueue):
queue = queue
def _getFUT(self):
return queue.Queue
def test_task_done(self):
channel = self._makeOne()
X = object()
gevent.spawn(channel.put, X)
result = channel.get()
self.assertIs(result, X)
self.assertEqual(1, channel... | TestQueue |
python | ansible__ansible | test/lib/ansible_test/_internal/host_configs.py | {
"start": 17369,
"end": 17528
} | class ____:
"""Details about controller fallback behavior."""
reason: FallbackReason
message: str
@dataclasses.dataclass(frozen=True)
| FallbackDetail |
python | ray-project__ray | rllib/env/external/rllink.py | {
"start": 199,
"end": 3514
} | class ____(Enum):
PROTOCOL_VERSION = Version("0.0.1")
# Requests: Client (external env) -> Server (RLlib).
# ----
# Ping command (initial handshake).
PING = "PING"
# List of episodes (similar to what an EnvRunner.sample() call would return).
EPISODES = "EPISODES"
# Request state (e.g. m... | RLlink |
python | matplotlib__matplotlib | lib/matplotlib/backends/backend_gtk4agg.py | {
"start": 1186,
"end": 1262
} | class ____(_BackendGTK4):
FigureCanvas = FigureCanvasGTK4Agg
| _BackendGTK4Agg |
python | pytorch__pytorch | torch/testing/_internal/common_distributed.py | {
"start": 59359,
"end": 70608
} | class ____(TestCase):
# Class variables:
MAIN_PROCESS_RANK = -1
# number of test processes
world_size: int = -2 # unset state
# rank of the current process
rank: int = -2 # unset state
# Rendezvous file
rdvz_file: Optional[str] = None
# timeout configured per class
timeout: tim... | MultiProcContinuousTest |
python | pytest-dev__pytest | doc/en/example/assertion/failure_demo.py | {
"start": 4226,
"end": 5138
} | class ____:
def test_complex_error(self):
def f():
return 44
def g():
return 43
somefunc(f(), g())
def test_z1_unpack_error(self):
items = []
a, b = items
def test_z2_type_error(self):
items = 3
a, b = items
def test_st... | TestMoreErrors |
python | tensorflow__tensorflow | tensorflow/python/training/sync_replicas_optimizer.py | {
"start": 1956,
"end": 18742
} | class ____(optimizer.Optimizer):
"""Class to synchronize, aggregate gradients and pass them to the optimizer.
This class is deprecated. For synchronous training, please use [Distribution
Strategies](https://github.com/tensorflow/tensorflow/tree/master/tensorflow/contrib/distribute).
In a typical asynchronous ... | SyncReplicasOptimizer |
python | jmcnamara__XlsxWriter | xlsxwriter/test/comparison/test_object_position11.py | {
"start": 315,
"end": 999
} | class ____(ExcelComparisonTest):
"""
Test file created by XlsxWriter against a file created by Excel.
"""
def setUp(self):
self.set_filename("object_position11.xlsx")
def test_create_file(self):
"""Test the creation of a simple XlsxWriter file with textbox(s)."""
workbook... | TestCompareXLSXFiles |
python | airbytehq__airbyte | airbyte-integrations/connectors/source-prestashop/components.py | {
"start": 555,
"end": 5523
} | class ____(RecordTransformation):
"""
Remove all "empty" (e.g. '0000-00-00', '0000-00-00 00:00:00') 'date' and 'date-time' fields from record
"""
config: Config
parameters: InitVar[Optional[Mapping[str, Any]]] = None
def __post_init__(self, parameters: Optional[Mapping[str, Any]] = None):
... | CustomFieldTransformation |
python | plotly__plotly.py | plotly/graph_objs/_choroplethmap.py | {
"start": 215,
"end": 64427
} | class ____(_BaseTraceType):
_parent_path_str = ""
_path_str = "choroplethmap"
_valid_props = {
"autocolorscale",
"below",
"coloraxis",
"colorbar",
"colorscale",
"customdata",
"customdatasrc",
"featureidkey",
"geojson",
"hoverinf... | Choroplethmap |
python | getsentry__sentry | fixtures/safe_migrations_apps/decimal_to_float_app/migrations/0001_initial.py | {
"start": 106,
"end": 831
} | class ____(CheckedMigration):
initial = True
dependencies = []
operations = [
migrations.CreateModel(
name="Value",
fields=[
(
"id",
models.AutoField(
auto_created=True, primary_key=True, seria... | Migration |
python | django-haystack__django-haystack | test_haystack/solr_tests/test_solr_management_commands.py | {
"start": 896,
"end": 1080
} | class ____(indexes.SearchIndex, indexes.Indexable):
text = indexes.CharField(document=True, model_attr="name")
def get_model(self):
return MockTag
| SolrMockTagSearchIndex |
python | EpistasisLab__tpot | tpot/builtin_modules/nn.py | {
"start": 7131,
"end": 7626
} | class ____(nn.Module):
# pylint: disable=arguments-differ
def __init__(self, input_size, num_classes):
super(_MLP, self).__init__()
self.hidden_size = round((input_size+num_classes)/2)
self.fc1 = nn.Linear(input_size, self.hidden_size)
self.relu = nn.Tanh()
self.fc2 = n... | _MLP |
python | huggingface__transformers | tests/models/dpr/test_tokenization_dpr.py | {
"start": 1008,
"end": 1321
} | class ____(test_tokenization_bert.BertTokenizationTest):
tokenizer_class = DPRContextEncoderTokenizer
rust_tokenizer_class = DPRContextEncoderTokenizerFast
test_rust_tokenizer = True
from_pretrained_id = "facebook/dpr-ctx_encoder-single-nq-base"
@require_tokenizers
| DPRContextEncoderTokenizationTest |
python | airbytehq__airbyte | airbyte-integrations/connectors/destination-google-sheets/destination_google_sheets/helpers.py | {
"start": 1202,
"end": 2741
} | class ____:
"""
Performs connection test write operation to ensure the target spreadsheet is available for writing.
Initiating the class itself, performs the connection test and stores the result in ConnectionTest.result property.
"""
def __init__(self, spreadsheet: Spreadsheet):
self.sprea... | ConnectionTest |
python | getsentry__sentry | src/sentry/db/models/fields/uuid.py | {
"start": 5778,
"end": 6125
} | class ____:
def __init__(self, value):
if not isinstance(value, UUID):
raise TypeError("UUIDAdapter only understands UUID objects.")
self.value = value
def getquoted(self):
return ("'%s'" % self.value).encode("utf8")
# Register the UUID type with psycopg2.
register_adapter... | UUIDAdapter |
python | scrapy__scrapy | tests/mockserver/http_resources.py | {
"start": 4021,
"end": 4190
} | class ____(LeafResource):
def render_GET(self, request):
n = getarg(request, b"n", 200, type_=int)
request.setResponseCode(n)
return b""
| Status |
python | langchain-ai__langchain | libs/core/langchain_core/documents/transformers.py | {
"start": 314,
"end": 2543
} | class ____(ABC):
"""Abstract base class for document transformation.
A document transformation takes a sequence of `Document` objects and returns a
sequence of transformed `Document` objects.
Example:
```python
class EmbeddingsRedundantFilter(BaseDocumentTransformer, BaseModel):
... | BaseDocumentTransformer |
python | readthedocs__readthedocs.org | readthedocs/projects/models.py | {
"start": 55300,
"end": 56923
} | class ____(models.Model):
"""
Imported files model.
This tracks files that are output from documentation builds, useful for
things like CDN invalidation.
"""
id = models.BigAutoField(primary_key=True)
project = models.ForeignKey(
Project,
verbose_name=_("Project"),
... | ImportedFile |
python | celery__celery | t/unit/concurrency/test_prefork.py | {
"start": 16274,
"end": 17152
} | class ____:
def setup_method(self):
pytest.importorskip('multiprocessing')
def test_process_result(self):
x = asynpool.ResultHandler(
Mock(), Mock(), {}, Mock(),
Mock(), Mock(), Mock(), Mock(),
fileno_to_outq={},
on_process_alive=Mock(),
... | test_ResultHandler |
python | numba__numba | numba/core/typing/npydecl.py | {
"start": 14241,
"end": 21561
} | class ____(AbstractTemplate):
"""
A template redirecting a Numpy global function (e.g. np.sum) to an
array method of the same name (e.g. ndarray.sum).
"""
# Arguments like *axis* can specialize on literals but also support
# non-literals
prefer_literal = True
def generic(self, args, kw... | Numpy_method_redirection |
python | kamyu104__LeetCode-Solutions | Python/search-suggestions-system.py | {
"start": 1508,
"end": 1937
} | class ____(object):
def __init__(self):
self.__TOP_COUNT = 3
self.leaves = collections.defaultdict(TrieNode2)
self.infos = []
def insert(self, words, i):
curr = self
for c in words[i]:
curr = curr.leaves[c]
curr.add_info(i)
def add_info(self... | TrieNode2 |
python | airbytehq__airbyte | airbyte-integrations/connectors/source-github/source_github/github_schema.py | {
"start": 544982,
"end": 545508
} | class ____(sgqlc.types.Type):
"""Autogenerated return type of CreateTeamDiscussionComment"""
__schema__ = github_schema
__field_names__ = ("client_mutation_id", "team_discussion_comment")
client_mutation_id = sgqlc.types.Field(String, graphql_name="clientMutationId")
"""A unique identifier for the ... | CreateTeamDiscussionCommentPayload |
python | walkccc__LeetCode | solutions/1210. Minimum Moves to Reach Target with Rotations/1210.py | {
"start": 27,
"end": 81
} | class ____(IntEnum):
HORIZONTAL = 0
VERTICAL = 1
| Pos |
python | kamyu104__LeetCode-Solutions | Python/count-asterisks.py | {
"start": 38,
"end": 375
} | class ____(object):
def countAsterisks(self, s):
"""
:type s: str
:rtype: int
"""
result = cnt = 0
for c in s:
if c == '|':
cnt = (cnt+1)%2
continue
if c == '*' and cnt == 0:
result += 1
r... | Solution |
python | spack__spack | lib/spack/spack/build_environment.py | {
"start": 63186,
"end": 65197
} | class ____:
"""The function :meth:`spack.package_base.PackageBase.setup_dependent_package` receives
an instance of this class for the ``module`` argument. It's used to set global variables in the
module of a package, and propagate those globals to the modules of all classes in the
inheritance hierarchy ... | ModuleChangePropagator |
python | getsentry__sentry | src/sentry/users/api/serializers/authenticator.py | {
"start": 1362,
"end": 2698
} | class ____(Serializer):
def serialize(
self,
obj: AuthenticatorInterface,
attrs: Mapping[str, Any],
user: User | RpcUser | AnonymousUser,
**kwargs: Any,
) -> AuthenticatorInterfaceSerializerResponse:
data: AuthenticatorInterfaceSerializerResponse = {
"... | AuthenticatorInterfaceSerializer |
python | google__python-fire | fire/test_components.py | {
"start": 1857,
"end": 1975
} | class ____:
def double(self, count):
return 2 * count
def triple(self, count):
return 3 * count
| NoDefaults |
python | pypa__warehouse | tests/unit/metrics/test_services.py | {
"start": 281,
"end": 1530
} | class ____:
def test_verify_service(self):
assert verifyClass(IMetricsService, NullMetrics)
def test_create_service(self):
assert isinstance(
NullMetrics.create_service(pretend.stub(), pretend.stub()), NullMetrics
)
@pytest.mark.parametrize(
"method",
[
... | TestNullMetrics |
python | getsentry__sentry | fixtures/safe_migrations_apps/bad_flow_add_column_with_notnull_default_app/migrations/0002_add_field_notnull_default.py | {
"start": 153,
"end": 468
} | class ____(CheckedMigration):
dependencies = [
("bad_flow_add_column_with_notnull_default_app", "0001_initial"),
]
operations = [
migrations.AddField(
model_name="testtable",
name="field",
field=models.IntegerField(default=0),
),
]
| Migration |
python | coleifer__peewee | tests/regressions.py | {
"start": 17156,
"end": 18644
} | class ____(TestModel):
version = IntegerField(default=1, index=True)
def save_optimistic(self):
if not self.id:
# This is a new record, so the default logic is to perform an
# INSERT. Ideally your model would also have a unique
# constraint that made it impossible fo... | BaseVersionedModel |
python | django__django | django/contrib/gis/db/backends/mysql/base.py | {
"start": 251,
"end": 498
} | class ____(MySQLDatabaseWrapper):
SchemaEditorClass = MySQLGISSchemaEditor
# Classes instantiated in __init__().
features_class = DatabaseFeatures
introspection_class = MySQLIntrospection
ops_class = MySQLOperations
| DatabaseWrapper |
python | vyperlang__vyper | vyper/builtins/_signatures.py | {
"start": 2759,
"end": 6095
} | class ____(VyperType):
typeclass = "builtin_function"
_has_varargs = False
_inputs: list[tuple[str, Any]] = []
_kwargs: dict[str, KwargSettings] = {}
_modifiability: Modifiability = Modifiability.MODIFIABLE
_return_type: Optional[VyperType] = None
_equality_attrs = ("_id",)
_is_terminus... | BuiltinFunctionT |
python | kamyu104__LeetCode-Solutions | Python/transpose-matrix.py | {
"start": 406,
"end": 572
} | class ____(object):
def transpose(self, A):
"""
:type A: List[List[int]]
:rtype: List[List[int]]
"""
return zip(*A)
| Solution2 |
python | ionelmc__pytest-benchmark | tests/test_sample.py | {
"start": 266,
"end": 509
} | class ____:
def __init__(self, factory):
self.factory = factory
self.object = empty
def __str__(self):
if self.object is empty:
self.object = self.factory()
return str(self.object)
| SimpleProxy |
python | networkx__networkx | networkx/algorithms/bipartite/tests/test_project.py | {
"start": 6282,
"end": 15294
} | class ____:
@classmethod
def setup_class(cls):
# Tore Opsahl's example
# http://toreopsahl.com/2009/05/01/projecting-two-mode-networks-onto-weighted-one-mode-networks/
cls.G = nx.Graph()
cls.G.add_edge("A", 1)
cls.G.add_edge("A", 2)
cls.G.add_edge("B", 1)
... | TestBipartiteWeightedProjection |
python | tiangolo__fastapi | docs_src/extra_models/tutorial001.py | {
"start": 236,
"end": 341
} | class ____(BaseModel):
username: str
email: EmailStr
full_name: Union[str, None] = None
| UserOut |
python | ray-project__ray | python/ray/autoscaler/_private/fake_multi_node/test_utils.py | {
"start": 643,
"end": 11692
} | class ____:
"""Docker cluster wrapper.
Creates a directory for starting a fake multinode docker cluster.
Includes APIs to update the cluster config as needed in tests,
and to start and connect to the cluster.
"""
def __init__(self, config: Optional[Dict[str, Any]] = None):
self._base_... | DockerCluster |
python | tensorflow__tensorflow | tensorflow/python/distribute/distribute_lib_test.py | {
"start": 17407,
"end": 21988
} | class ____(test.TestCase, parameterized.TestCase):
def testMergeCall(self):
_assert_in_default_state(self)
def merge_fn(dist, s):
self.assertIs(distribute_lib._get_default_strategy(), dist)
self.assertIs(None, distribute_lib.get_replica_context())
self.assertIs(dist, distribute_lib.get_cro... | DefaultDistributionStrategyTest |
python | astropy__astropy | astropy/io/votable/exceptions.py | {
"start": 27823,
"end": 28127
} | class ____(VOTableSpecWarning):
"""
The attribute requires the value to be a valid XML token, as
defined by `XML 1.0
<http://www.w3.org/TR/2000/WD-xml-2e-20000814#NT-Nmtoken>`__.
"""
message_template = "'{}' is an invalid token for attribute '{}'"
default_args = ("x", "y")
| W34 |
python | PyCQA__pydocstyle | src/pydocstyle/parser.py | {
"start": 9996,
"end": 11543
} | class ____:
# A logical newline is where a new expression or statement begins. When
# there is a physical new line, but not a logical one, for example:
# (x +
# y)
# The token will be tk.NL, not tk.NEWLINE.
LOGICAL_NEWLINES = {tk.NEWLINE, tk.INDENT, tk.DEDENT}
def __init__(self, filelike):... | TokenStream |
python | apache__airflow | providers/slack/src/airflow/providers/slack/hooks/slack.py | {
"start": 2579,
"end": 18854
} | class ____(BaseHook):
"""
Creates a Slack API Connection to be used for calls.
This class provide a thin wrapper around the ``slack_sdk.WebClient``.
.. seealso::
- :ref:`Slack API connection <howto/connection:slack>`
- https://api.slack.com/messaging
- https://slack.dev/python-... | SlackHook |
python | numba__numba | numba/cuda/cudadecl.py | {
"start": 15292,
"end": 15615
} | class ____(AbstractTemplate):
key = cuda.atomic.compare_and_swap
def generic(self, args, kws):
assert not kws
ary, old, val = args
dty = ary.dtype
if dty in integer_numba_types and ary.ndim == 1:
return signature(dty, ary, dty, dty)
@register
| Cuda_atomic_compare_and_swap |
python | cython__cython | Cython/Compiler/ExprNodes.py | {
"start": 592771,
"end": 596424
} | class ____(CoercionNode):
# This node is used to check that a generic Python
# object is an instance of a particular extension type.
# This node borrows the result of its argument node.
# Builtin subtypes or compatible types (e.g. int/float) are coerced
# to the base type automatically.
ex... | PyTypeTestNode |
python | getsentry__sentry | src/sentry/api/serializers/models/project.py | {
"start": 23792,
"end": 25157
} | class ____(ProjectSerializer):
def get_attrs(
self, item_list: Sequence[Project], user: User | RpcUser | AnonymousUser, **kwargs: Any
) -> dict[Project, dict[str, Any]]:
attrs = super().get_attrs(item_list, user)
project_teams = list(
ProjectTeam.objects.filter(project__in=i... | ProjectWithTeamSerializer |
python | dask__distributed | distributed/diagnostics/plugin.py | {
"start": 23846,
"end": 25336
} | class ____:
INSTALLER = "pip"
packages: list[str]
pip_options: list[str]
def __init__(self, packages: list[str], pip_options: list[str] | None = None):
self.packages = packages
self.pip_options = pip_options or []
def __call__(self) -> None:
logger.info(
"%s in... | _PipInstaller |
python | tensorflow__tensorflow | tensorflow/examples/adding_an_op/cuda_op_test.py | {
"start": 814,
"end": 1051
} | class ____(tf.test.TestCase):
def test(self):
if tf.test.is_built_with_cuda():
result = cuda_op.add_one([5, 4, 3, 2, 1])
self.assertAllEqual(result, [6, 5, 4, 3, 2])
if __name__ == '__main__':
tf.test.main()
| AddOneTest |
python | pytorch__pytorch | torch/_inductor/template_heuristics/triton.py | {
"start": 71094,
"end": 73433
} | class ____(BaseScaledMMConfigMixin):
"""Mixing for scaled mm with the regular mm template"""
def get_extra_kwargs(
self,
kernel_inputs: KernelInputs,
op_name: str,
) -> dict[str, Any]:
kwargs = super().get_extra_kwargs(kernel_inputs, op_name)
from ..kernel.mm_common ... | ScaledMMConfigMixin |
python | getsentry__sentry | src/sentry/quotas/base.py | {
"start": 7734,
"end": 8724
} | class ____:
"""
Return value of ``quotas.is_rate_limited``.
"""
__slots__ = ["is_limited", "retry_after", "reason", "reason_code"]
def __init__(self, is_limited, retry_after=None, reason=None, reason_code=None):
self.is_limited = is_limited
# delta of seconds in the future to retry... | RateLimit |
python | tensorflow__tensorflow | tensorflow/core/function/trace_type/default_types_test.py | {
"start": 1681,
"end": 2121
} | class ____(MockSupertypes2With3):
def is_subtype_of(self, other):
return other._object == 2
def most_specific_common_supertype(self, others):
if not all(isinstance(other, Mock2AsTopType) for other in others):
return None
return (
self
if all(self._object == other._object for othe... | Mock2AsTopType |
python | run-llama__llama_index | llama-index-core/llama_index/core/response_synthesizers/tree_summarize.py | {
"start": 642,
"end": 8745
} | class ____(BaseSynthesizer):
"""
Tree summarize response builder.
This response builder recursively merges text chunks and summarizes them
in a bottom-up fashion (i.e. building a tree from leaves to root).
More concretely, at each recursively step:
1. we repack the text chunks so that each chu... | TreeSummarize |
python | PrefectHQ__prefect | src/prefect/server/utilities/database.py | {
"start": 11743,
"end": 12268
} | class ____(functions.GenericFunction[datetime.timedelta]):
"""Platform-independent way to add two intervals."""
type: sa.Interval = sa.Interval()
inherit_cache: bool = True
def __init__(
self,
i1: _SQLExpressionOrLiteral[datetime.timedelta],
i2: _SQLExpressionOrLiteral[datetime... | interval_add |
python | PrefectHQ__prefect | src/prefect/server/events/schemas/events.py | {
"start": 3214,
"end": 6671
} | class ____(PrefectBaseModel):
"""The client-side view of an event that has happened to a Resource"""
occurred: prefect.types._datetime.DateTime = Field(
description="When the event happened from the sender's perspective",
)
event: Annotated[str, AfterValidator(_validate_event_name_length)] = Fi... | Event |
python | airbytehq__airbyte | airbyte-integrations/connectors/source-github/source_github/github_schema.py | {
"start": 117176,
"end": 117471
} | class ____(sgqlc.types.Enum):
"""Properties by which team discussion connections can be ordered.
Enumeration Choices:
* `CREATED_AT`: Allows chronological ordering of team discussions.
"""
__schema__ = github_schema
__choices__ = ("CREATED_AT",)
| TeamDiscussionOrderField |
python | microsoft__pyright | packages/pyright-internal/src/tests/samples/typeNarrowingIsinstance2.py | {
"start": 277,
"end": 375
} | class ____(ClassA):
def calculate(self) -> int:
return 2 * 2
TC = TypeVar("TC")
| ChildB |
python | pytorch__pytorch | torch/ao/quantization/quantizer/xnnpack_quantizer_utils.py | {
"start": 2252,
"end": 41803
} | class ____(NamedTuple):
# fix List[str] with List[List[Union[nn.Module, FunctionType, BuiltinFunctionType]]]
# Basically we are mapping a quantization config to some list of patterns.
# a pattern is defined as a list of nn module, function or builtin function names
# e.g. [nn.Conv2d, torch.relu, torch.a... | OperatorConfig |
python | scipy__scipy | scipy/stats/tests/test_morestats.py | {
"start": 34702,
"end": 37383
} | class ____:
def test_data(self, xp):
# https://www.itl.nist.gov/div898/handbook/eda/section3/eda35a.htm
args = [g1, g2, g3, g4, g5, g6, g7, g8, g9, g10]
args = [xp.asarray(arg) for arg in args]
W, pval = stats.levene(*args)
xp_assert_close(W, xp.asarray(1.7059176930008939))
... | TestLevene |
python | langchain-ai__langchain | libs/langchain/langchain_classic/chains/question_answering/chain.py | {
"start": 1126,
"end": 9509
} | class ____(Protocol):
"""Interface for loading the combine documents chain."""
def __call__(
self,
llm: BaseLanguageModel,
**kwargs: Any,
) -> BaseCombineDocumentsChain:
"""Callable to load the combine documents chain."""
def _load_map_rerank_chain(
llm: BaseLanguageMo... | LoadingCallable |
python | optuna__optuna | optuna/visualization/_slice.py | {
"start": 988,
"end": 1235
} | class ____(NamedTuple):
param_name: str
x: list[Any]
y: list[float]
trial_numbers: list[int]
is_log: bool
is_numerical: bool
constraints: list[bool]
x_labels: tuple[CategoricalChoiceType, ...] | None
| _SliceSubplotInfo |
python | pyinstaller__pyinstaller | PyInstaller/building/splash.py | {
"start": 969,
"end": 23950
} | class ____(Target):
"""
Bundles the required resources for the splash screen into a file, which will be included in the CArchive.
A Splash has two outputs, one is itself and one is stored in splash.binaries. Both need to be passed to other
build targets in order to enable the splash screen.
"""
... | Splash |
python | ipython__ipython | IPython/utils/syspathcontext.py | {
"start": 131,
"end": 963
} | class ____:
"""A context for prepending a directory to sys.path for a second."""
dir: str
added: bool
def __init__(self, dir: str) -> None:
self.dir = dir
self.added = False
def __enter__(self) -> Self:
if self.dir not in sys.path:
sys.path.insert(0, self.dir)
... | prepended_to_syspath |
python | realpython__materials | directory-tree-generator-python/source_code_step_2/rptree/rptree.py | {
"start": 386,
"end": 1830
} | class ____:
def __init__(self, root_dir):
self._root_dir = pathlib.Path(root_dir)
self._tree = []
def build_tree(self):
self._tree_head()
self._tree_body(self._root_dir)
return self._tree
def _tree_head(self):
self._tree.append(f"{self._root_dir}{os.sep}")
... | _TreeGenerator |
python | huggingface__transformers | src/transformers/models/qwen2_5_omni/modeling_qwen2_5_omni.py | {
"start": 124389,
"end": 127654
} | class ____(nn.Module):
"""This class implements an attentive statistic pooling layer for each channel.
It returns the concatenated mean and std of the input tensor.
"""
def __init__(self, channels, attention_channels=128):
super().__init__()
self.eps = 1e-12
self.tdnn = TimeDel... | AttentiveStatisticsPooling |
python | keon__algorithms | tests/test_dfs.py | {
"start": 201,
"end": 805
} | class ____(unittest.TestCase):
def test_get_factors(self):
self.assertEqual([[2, 16], [2, 2, 8], [2, 2, 2, 4], [2, 2, 2, 2, 2],
[2, 4, 4], [4, 8]], get_factors(32))
def test_get_factors_iterative1(self):
self.assertEqual([[2, 16], [4, 8], [2, 2, 8], [2, 4, 4], [2, 2, 2,... | TestAllFactors |
python | mlflow__mlflow | mlflow/telemetry/events.py | {
"start": 10148,
"end": 10234
} | class ____(Event):
name: str = "traces_received_by_server"
| TracesReceivedByServerEvent |
python | numba__llvmlite | llvmlite/binding/ffi.py | {
"start": 8854,
"end": 8953
} | class ____(object):
"""
Dummy class to make error messages more helpful.
"""
| _DeadPointer |
python | sqlalchemy__sqlalchemy | test/aaa_profiling/test_misc.py | {
"start": 4646,
"end": 11380
} | class ____(fixtures.RemoveORMEventsGlobally, fixtures.TestBase):
__requires__ = ("cpython", "python_profiling_backend")
@testing.fixture
def t1(self, metadata):
return Table(
"t1",
metadata,
Column("id", Integer, primary_key=True),
Column("x1", Intege... | CCLookupTest |
python | Pylons__pyramid | src/pyramid/config/tweens.py | {
"start": 6979,
"end": 7758
} | class ____:
def __init__(self):
self.sorter = TopologicalSorter(
default_before=None,
default_after=INGRESS,
first=INGRESS,
last=MAIN,
)
self.explicit = []
def add_explicit(self, name, factory):
self.explicit.append((name, factory)... | Tweens |
python | jmcnamara__XlsxWriter | xlsxwriter/test/comparison/test_default_format15.py | {
"start": 315,
"end": 1644
} | class ____(ExcelComparisonTest):
"""
Test file created by XlsxWriter against a file created by Excel.
"""
def setUp(self):
self.set_filename("default_format15.xlsx")
def test_create_file(self):
"""Test the creation of a file with user defined default format"""
workbook = ... | TestCompareXLSXFiles |
python | davidhalter__jedi | jedi/inference/imports.py | {
"start": 5225,
"end": 23087
} | class ____:
def __init__(self, inference_state, import_path, module_context, level=0):
"""
An implementation similar to ``__import__``. Use `follow`
to actually follow the imports.
*level* specifies whether to use absolute or relative imports. 0 (the
default) means only perf... | Importer |
python | fastapi__sqlmodel | docs_src/tutorial/fastapi/relationships/tutorial001_py310.py | {
"start": 795,
"end": 953
} | class ____(HeroBase, table=True):
id: int | None = Field(default=None, primary_key=True)
team: Team | None = Relationship(back_populates="heroes")
| Hero |
python | getsentry__sentry | src/sentry/api/endpoints/organization_recent_searches.py | {
"start": 581,
"end": 737
} | class ____(serializers.Serializer):
type = serializers.IntegerField(required=True)
query = serializers.CharField(required=True)
| RecentSearchSerializer |
python | Netflix__metaflow | test/unit/inheritance/flows/comprehensive_multi_hierarchy_base.py | {
"start": 354,
"end": 1288
} | class ____(FlowMutator):
"""Simple mutator that logs flow information"""
def pre_mutate(self, mutable_flow):
print("LoggingMutator: Analyzing flow structure")
param_count = sum(1 for _ in mutable_flow.parameters)
config_count = sum(1 for _ in mutable_flow.configs)
print(f" Foun... | LoggingMutator |
python | huggingface__transformers | src/transformers/models/starcoder2/modular_starcoder2.py | {
"start": 6102,
"end": 9148
} | class ____(MistralModel):
def __init__(self, config: Starcoder2Config):
super().__init__(config)
self.layers = nn.ModuleList(
[Starcoder2DecoderLayer(config, layer_idx) for layer_idx in range(config.num_hidden_layers)]
)
self.norm = nn.LayerNorm(config.hidden_size, eps=co... | Starcoder2Model |
python | ZoranPandovski__al-go-rithms | sort/bubble_sort_optimized/python/bubble_sort_optimized.py | {
"start": 0,
"end": 408
} | class ____:
def bubbleSortOptimized(self, nums):
if len(nums) == 1:
return nums
else:
swapped = False
while not swapped:
swapped = True
for i in range(0, len(nums)-1):
if nums[i] > nums[i+1]:
... | Solution |
python | encode__starlette | starlette/routing.py | {
"start": 5813,
"end": 7076
} | class ____:
def matches(self, scope: Scope) -> tuple[Match, Scope]:
raise NotImplementedError() # pragma: no cover
def url_path_for(self, name: str, /, **path_params: Any) -> URLPath:
raise NotImplementedError() # pragma: no cover
async def handle(self, scope: Scope, receive: Receive, se... | BaseRoute |
python | django__django | django/apps/registry.py | {
"start": 247,
"end": 17707
} | class ____:
"""
A registry that stores the configuration of installed applications.
It also keeps track of models, e.g. to provide reverse relations.
"""
def __init__(self, installed_apps=()):
# installed_apps is set to None when creating the main registry
# because it cannot be po... | Apps |
python | walkccc__LeetCode | solutions/3524. Find X Value of Array I/3524.py | {
"start": 0,
"end": 590
} | class ____:
def resultArray(self, nums: list[int], k: int) -> list[int]:
ans = [0] * k
# dp[r] := the number of subarrays ending at current position with
# product % k == r
dp = [0] * k
for num in nums:
newDp = [0] * k
numMod = num % k
# Start new subarray with only `num`
... | Solution |
python | networkx__networkx | networkx/algorithms/centrality/tests/test_group.py | {
"start": 84,
"end": 3040
} | class ____:
def test_group_betweenness_single_node(self):
"""
Group betweenness centrality for single node group
"""
G = nx.path_graph(5)
C = [1]
b = nx.group_betweenness_centrality(
G, C, weight=None, normalized=False, endpoints=False
)
b_... | TestGroupBetweennessCentrality |
python | PyCQA__pylint | pylint/checkers/variables.py | {
"start": 47319,
"end": 140475
} | class ____(BaseChecker):
"""BaseChecker for variables.
Checks for
* unused variables / imports
* undefined variables
* redefinition of variable from builtins or from an outer scope or except handler
* use of variable before assignment
* __all__ consistency
* self/cls assignment
"""
... | VariablesChecker |
python | ApeWorX__ape | src/ape/exceptions.py | {
"start": 17278,
"end": 17479
} | class ____(ProviderError):
"""
Raised when not connected to a provider.
"""
def __init__(self):
super().__init__("Not connected to a network provider.")
| ProviderNotConnectedError |
python | altair-viz__altair | altair/utils/plugin_registry.py | {
"start": 1064,
"end": 1291
} | class ____(Exception):
def __init__(self, group, name):
self.group = group
self.name = name
def __str__(self):
return f"No {self.name!r} entry point found in group {self.group!r}"
| NoSuchEntryPoint |
python | joblib__joblib | joblib/memory.py | {
"start": 34897,
"end": 45404
} | class ____(Logger):
"""A context object for caching a function's return value each time it
is called with the same input arguments.
All values are cached on the filesystem, in a deep directory
structure.
Read more in the :ref:`User Guide <memory>`.
Parameters
----------
location: str,... | Memory |
python | getsentry__sentry | src/sentry/release_health/metrics_sessions_v2.py | {
"start": 6998,
"end": 9230
} | class ____(Field):
"""Base class for sum(sessions) and count_unique(user)"""
status_to_metric_field: Mapping[SessionStatus | None, MetricField] = {}
def get_all_field(self) -> MetricField:
return self.status_to_metric_field[None]
def _get_metric_fields(
self, raw_groupby: Sequence[str... | CountField |
python | apache__airflow | airflow-core/src/airflow/api_fastapi/core_api/datamodels/pools.py | {
"start": 1910,
"end": 2063
} | class ____(BaseModel):
"""Pool Collection serializer for responses."""
pools: Iterable[PoolResponse]
total_entries: int
| PoolCollectionResponse |
python | huggingface__transformers | src/transformers/models/llava_next_video/modeling_llava_next_video.py | {
"start": 3445,
"end": 5267
} | class ____(ModelOutput):
r"""
loss (`torch.FloatTensor` of shape `(1,)`, *optional*, returned when `labels` is provided):
Language modeling loss (for next-token prediction).
logits (`torch.FloatTensor` of shape `(batch_size, sequence_length, config.vocab_size)`):
Prediction scores of the lan... | LlavaNextVideoCausalLMOutputWithPast |
python | huggingface__transformers | src/transformers/models/esm/modeling_esm.py | {
"start": 15201,
"end": 15664
} | class ____(nn.Module):
def __init__(self, config):
super().__init__()
self.dense = nn.Linear(config.hidden_size, config.hidden_size)
self.dropout = nn.Dropout(config.hidden_dropout_prob)
def forward(self, hidden_states, input_tensor):
hidden_states = self.dense(hidden_states)
... | EsmSelfOutput |
python | pydantic__pydantic | .github/actions/people/people.py | {
"start": 6022,
"end": 6304
} | class ____(BaseModel):
"""Represents a GitHub pull request with its metadata and interactions."""
number: int
labels: Labels
author: Author | None = None
title: str
createdAt: datetime
state: str
comments: Comments
reviews: Reviews
| PullRequestNode |
python | pytorch__pytorch | test/distributed/checkpoint/test_consolidate_hf_safetensors.py | {
"start": 876,
"end": 14312
} | class ____(DTensorTestBase):
def _create_d_tensors(self) -> None:
global_tensor = torch.arange(16, dtype=torch.float).view(4, 4)
mesh_shape = (self.world_size,)
mesh_1d = init_device_mesh(self.device_type, mesh_shape)
# Create local tensor with row-wise sharding
rows_per_ran... | TestConsolidateHFSafeTensors |
python | django__django | django/utils/archive.py | {
"start": 6781,
"end": 8301
} | class ____(BaseArchive):
def __init__(self, file):
self._archive = zipfile.ZipFile(file)
def list(self, *args, **kwargs):
self._archive.printdir(*args, **kwargs)
def extract(self, to_path):
namelist = self._archive.namelist()
leading = self.has_leading_dir(namelist)
... | ZipArchive |
python | django__django | tests/model_forms/tests.py | {
"start": 29508,
"end": 32019
} | class ____(SimpleTestCase):
def test_widget_overrides(self):
form = FieldOverridesByFormMetaForm()
self.assertHTMLEqual(
str(form["name"]),
'<textarea id="id_name" rows="10" cols="40" name="name" maxlength="20" '
"required></textarea>",
)
self.asse... | TestFieldOverridesByFormMeta |
python | oauthlib__oauthlib | oauthlib/openid/connect/core/grant_types/refresh_token.py | {
"start": 292,
"end": 1035
} | class ____(GrantTypeBase):
def __init__(self, request_validator=None, **kwargs):
self.proxy_target = OAuth2RefreshTokenGrant(
request_validator=request_validator, **kwargs)
self.register_token_modifier(self.add_id_token)
def add_id_token(self, token, token_handler, request):
... | RefreshTokenGrant |
python | getsentry__sentry | tests/sentry/utils/sdk_crashes/test_sdk_crash_detection_cocoa.py | {
"start": 2943,
"end": 20876
} | class ____(BaseSDKCrashDetectionMixin):
def test_unhandled_is_detected(self, mock_sdk_crash_reporter: MagicMock) -> None:
self.execute_test(get_crash_event(), True, mock_sdk_crash_reporter)
def test_handled_is_not_detected(self, mock_sdk_crash_reporter: MagicMock) -> None:
self.execute_test(get... | CococaSDKTestMixin |
python | networkx__networkx | networkx/classes/tests/test_coreviews.py | {
"start": 6192,
"end": 7833
} | class ____:
# node->nbr->data
def setup_method(self):
dd = {"color": "blue", "weight": 1.2}
self.nd = {0: dd, 1: {}, 2: {"color": 1}}
self.s = {3: self.nd, 0: {}, 1: {}, 2: {3: {"color": 1}}}
self.p = {3: {}, 0: {3: dd}, 1: {0: {}}, 2: {1: {"color": 1}}}
self.adjview = nx... | TestUnionAdjacency |
python | ApeWorX__ape | tests/functional/test_plugins.py | {
"start": 15248,
"end": 17379
} | class ____:
@parametrize_pip_cmd
def test_prepare_package_manager_args_with_python_location(self, pip_command, mock_python_path):
metadata = PluginMetadata(name="test", pip_command=pip_command)
args = metadata.prepare_package_manager_args("install", python_location=mock_python_path)
ex... | TestBuildPipArgs |
python | eth-brownie__brownie | brownie/utils/_color.py | {
"start": 2272,
"end": 8088
} | class ____:
__cache__: Final[Dict[Optional[str], str]] = {}
def __call__(self, color_str: Optional[str] = None) -> str:
if not CONFIG.settings["console"]["show_colors"]:
return ""
try:
return Color.__cache__[color_str]
except KeyError:
if not color_st... | Color |
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