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python
python-poetry__poetry
src/poetry/layouts/layout.py
{ "start": 1359, "end": 7340 }
class ____: def __init__( self, project: str, version: str = "0.1.0", description: str = "", readme_format: str = "md", author: str | None = None, license: str | None = None, python: str | None = None, dependencies: Mapping[str, str | Mapping[s...
Layout
python
dagster-io__dagster
python_modules/dagster/dagster/_core/execution/context_creation_job.py
{ "start": 10173, "end": 13721 }
class ____(ExecutionContextManager[PlanOrchestrationContext]): def __init__( self, context_event_generator: Callable[ ..., Iterator[Union[DagsterEvent, PlanOrchestrationContext]], ], job: IJob, execution_plan: ExecutionPlan, run_config: Mapping...
PlanOrchestrationContextManager
python
huggingface__transformers
src/transformers/models/olmo2/modeling_olmo2.py
{ "start": 13606, "end": 15384 }
class ____(GradientCheckpointingLayer): def __init__(self, config: Olmo2Config, layer_idx: int): super().__init__() self.hidden_size = config.hidden_size self.self_attn = Olmo2Attention(config=config, layer_idx=layer_idx) self.mlp = Olmo2MLP(config) self.post_attention_layer...
Olmo2DecoderLayer
python
airbytehq__airbyte
airbyte-integrations/connectors/source-github/source_github/github_schema.py
{ "start": 467078, "end": 467575 }
class ____(sgqlc.types.Type): """Autogenerated return type of AddProjectV2DraftIssue""" __schema__ = github_schema __field_names__ = ("client_mutation_id", "project_item") client_mutation_id = sgqlc.types.Field(String, graphql_name="clientMutationId") """A unique identifier for the client performin...
AddProjectV2DraftIssuePayload
python
airbytehq__airbyte
airbyte-integrations/connectors/source-github/source_github/github_schema.py
{ "start": 1124855, "end": 1125297 }
class ____(sgqlc.types.Type, RepositoryNode): """A Dependabot Update for a dependency in a repository""" __schema__ = github_schema __field_names__ = ("error", "pull_request") error = sgqlc.types.Field(DependabotUpdateError, graphql_name="error") """The error from a dependency update""" pull_r...
DependabotUpdate
python
ray-project__ray
rllib/utils/framework.py
{ "start": 7056, "end": 7249 }
class ____: def __init__(self) -> None: self.keras = _KerasStub() def __bool__(self): # if tf should return False return False # Fake module for tf.keras.
_TFStub
python
spyder-ide__spyder
spyder/plugins/debugger/widgets/framesbrowser.py
{ "start": 13061, "end": 14581 }
class ____(QStyledItemDelegate): def __init__(self, parent): QStyledItemDelegate.__init__(self, parent) self._margin = None def paint(self, painter, option, index): """Paint the item.""" options = QStyleOptionViewItem(option) self.initStyleOption(options, index) ...
ItemDelegate
python
apache__airflow
task-sdk/tests/task_sdk/bases/test_sensor.py
{ "start": 2316, "end": 2660 }
class ____(BaseSensorOperator): def __init__(self, return_value=False, xcom_value=None, **kwargs): super().__init__(**kwargs) self.xcom_value = xcom_value self.return_value = return_value def poke(self, context: Context): return PokeReturnValue(self.return_value, self.xcom_value...
DummySensorWithXcomValue
python
fastapi__sqlmodel
docs_src/tutorial/many_to_many/tutorial002_py310.py
{ "start": 544, "end": 3125 }
class ____(SQLModel, table=True): id: int | None = Field(default=None, primary_key=True) name: str = Field(index=True) secret_name: str age: int | None = Field(default=None, index=True) teams: list[Team] = Relationship(back_populates="heroes", link_model=HeroTeamLink) sqlite_file_name = "database...
Hero
python
sqlalchemy__sqlalchemy
lib/sqlalchemy/dialects/postgresql/bitstring.py
{ "start": 410, "end": 10603 }
class ____(str): """Represent a PostgreSQL bit string in python. This object is used by the :class:`_postgresql.BIT` type when returning values. :class:`_postgresql.BitString` values may also be constructed directly and used with :class:`_postgresql.BIT` columns:: from sqlalchemy.dialects.po...
BitString
python
lepture__mistune
src/mistune/directives/_rst.py
{ "start": 486, "end": 1025 }
class ____(DirectiveParser): name = "rst_directive" @staticmethod def parse_type(m: Match[str]) -> str: return m.group("type") @staticmethod def parse_title(m: Match[str]) -> str: return m.group("title") @staticmethod def parse_content(m: Match[str]) -> str: full_c...
RSTParser
python
getsentry__sentry
tests/sentry/event_manager/test_event_manager_grouping.py
{ "start": 14885, "end": 23684 }
class ____(TestCase): """ Tests for a bug where error events were interpreted as default-type events and therefore all came out with a placeholder title. """ def test_fixes_broken_title_data(self) -> None: # An event before the bug was introduced event1 = save_new_event( ...
PlaceholderTitleTest
python
tensorflow__tensorflow
tensorflow/python/keras/utils/metrics_utils.py
{ "start": 9812, "end": 36030 }
class ____(Enum): """Type of AUC summation method. https://en.wikipedia.org/wiki/Riemann_sum) Contains the following values: * 'interpolation': Applies mid-point summation scheme for `ROC` curve. For `PR` curve, interpolates (true/false) positives but not the ratio that is precision (see Davis & Goadr...
AUCSummationMethod
python
spack__spack
lib/spack/spack/util/package_hash.py
{ "start": 855, "end": 1669 }
class ____(ast.NodeTransformer): """Transformer that removes docstrings from a Python AST. This removes *all* strings that aren't on the RHS of an assignment statement from the body of functions, classes, and modules -- even if they're not directly after the declaration. """ def remove_docstr...
RemoveDocstrings
python
huggingface__transformers
tests/models/sam_hq/test_modeling_sam_hq.py
{ "start": 9673, "end": 10725 }
class ____: def __init__( self, hidden_size=32, input_image_size=24, patch_size=2, mask_input_channels=4, num_point_embeddings=4, hidden_act="gelu", ): self.hidden_size = hidden_size self.input_image_size = input_image_size self.pat...
SamHQPromptEncoderTester
python
weaviate__weaviate-python-client
weaviate/collections/queries/near_image/generate/sync.py
{ "start": 314, "end": 461 }
class ____( Generic[Properties, References], _NearImageGenerateExecutor[ConnectionSync, Properties, References], ): pass
_NearImageGenerate
python
dask__distributed
distributed/comm/tcp.py
{ "start": 15770, "end": 17091 }
class ____: def _check_encryption(self, address, connection_args): if not self.encrypted and connection_args.get("require_encryption"): # XXX Should we have a dedicated SecurityError class? raise RuntimeError( "encryption required by Dask configuration, " ...
RequireEncryptionMixin
python
zarr-developers__zarr-python
tests/package_with_entrypoint/__init__.py
{ "start": 1924, "end": 2847 }
class ____(Bool): """ This is a "data type" that serializes to "test" """ _zarr_v3_name: ClassVar[Literal["test"]] = "test" # type: ignore[assignment] @classmethod def from_json(cls, data: DTypeJSON, *, zarr_format: Literal[2, 3]) -> Self: if zarr_format == 2 and data == {"name": cls....
TestDataType
python
geekcomputers__Python
venv/Lib/site-packages/pip/_vendor/rich/prompt.py
{ "start": 737, "end": 8774 }
class ____(Generic[PromptType]): """Ask the user for input until a valid response is received. This is the base class, see one of the concrete classes for examples. Args: prompt (TextType, optional): Prompt text. Defaults to "". console (Console, optional): A Console instance or None to use...
PromptBase
python
charliermarsh__ruff
crates/ruff_linter/resources/test/fixtures/pyflakes/F811_30.py
{ "start": 209, "end": 292 }
class ____: """B.""" def baz(self) -> None: """Baz.""" baz = 1
B
python
pypa__warehouse
warehouse/utils/html.py
{ "start": 99, "end": 2281 }
class ____(Extension): """ This extension adds support for a "Client side Include", which will be included into the final page using javascript instead of on the server. It is used like: {% csi "/some/url/" %} {% endcsi %} Which will render as an empty div that will be replaced usi...
ClientSideIncludeExtension
python
lxml__lxml
src/lxml/tests/test_http_io.py
{ "start": 441, "end": 4489 }
class ____(HelperTestCase): etree = etree def _parse_from_http(self, data, code=200, headers=None): parser = self.etree.XMLParser(no_network=False) handler = HTTPRequestCollector(data, code, headers) with webserver(handler) as host_url: tree = self.etree.parse(host_url + 'TE...
HttpIOTestCase
python
django__django
tests/tasks/test_dummy_backend.py
{ "start": 7067, "end": 7659 }
class ____(TransactionTestCase): available_apps = [] @override_settings( TASKS={ "default": { "BACKEND": "django.tasks.backends.dummy.DummyBackend", } } ) def test_doesnt_wait_until_transaction_commit_by_default(self): with transaction.ato...
DummyBackendTransactionTestCase
python
numpy__numpy
benchmarks/benchmarks/bench_core.py
{ "start": 6330, "end": 7156 }
class ____(Benchmark): params = [['int64', 'uint64', 'float32', 'float64', 'complex64', 'bool_'], [100, 10000]] param_names = ['dtype', 'size'] def setup(self, dtype, size): self.data = np.ones(size, dtype=dtype) if dtype.startswith('complex'): self....
StatsMethods
python
getsentry__sentry
src/sentry/api/serializers/release_details_types.py
{ "start": 260, "end": 360 }
class ____(TypedDict, total=False): dateStarted: str | None url: str | None
LastDeployOptional
python
allegroai__clearml
clearml/backend_api/services/v2_13/events.py
{ "start": 90307, "end": 92732 }
class ____(Request): """ Get all 'plot' events for this task :param task: Task ID :type task: str :param iters: Max number of latest iterations for which to return debug images :type iters: int :param scroll_id: Scroll ID of previous call (used for getting more results) :type scroll_id:...
GetTaskPlotsRequest
python
django__django
tests/defer/models.py
{ "start": 70, "end": 192 }
class ____(models.Model): first = models.CharField(max_length=50) second = models.CharField(max_length=50)
Secondary
python
huggingface__transformers
src/transformers/models/wav2vec2/tokenization_wav2vec2.py
{ "start": 3303, "end": 4365 }
class ____(ModelOutput): """ Output type of [` Wav2Vec2CTCTokenizer`], with transcription. Args: text (list of `str` or `str`): Decoded logits in text from. Usually the speech transcription. char_offsets (list of `list[dict[str, Union[int, str]]]` or `list[dict[str, Union[int, s...
Wav2Vec2CTCTokenizerOutput
python
ansible__ansible
test/units/plugins/connection/test_connection.py
{ "start": 943, "end": 1493 }
class ____(ConnectionBase): @property def transport(self): """This method is never called by unit tests.""" def _connect(self): """This method is never called by unit tests.""" def exec_command(self): """This method is never called by unit tests.""" def put_file(self): ...
NoOpConnection
python
kamyu104__LeetCode-Solutions
Python/binary-tree-zigzag-level-order-traversal.py
{ "start": 154, "end": 787 }
class ____(object): # @param root, a tree node # @return a list of lists of integers def zigzagLevelOrder(self, root): if root is None: return [] result, current = [], [root] while current: next_level, vals = [], [] for node in current: ...
Solution
python
tensorflow__tensorflow
tensorflow/python/debug/cli/evaluator.py
{ "start": 3932, "end": 5617 }
class ____(object): """Evaluates Python expressions using debug tensor values from a dump.""" def __init__(self, dump): """Constructor of ExpressionEvaluator. Args: dump: an instance of `DebugDumpDir`. """ self._dump = dump self._cached_tensor_values = {} def evaluate(self, expression...
ExpressionEvaluator
python
huggingface__transformers
tests/models/sam3_video/test_modeling_sam3_video.py
{ "start": 1213, "end": 23879 }
class ____(unittest.TestCase): def setUp(self): super().setUp() checkpoint_path = "facebook/sam3" self.video_model = Sam3VideoModel.from_pretrained(checkpoint_path).to(torch.float32) self.processor = Sam3VideoProcessor.from_pretrained(checkpoint_path) self.video_model.to(torc...
Sam3VideoModelIntegrationTest
python
fluentpython__example-code
14-it-generator/isis2json/iso2709.py
{ "start": 1126, "end": 2215 }
class ____(object): def __init__(self, filename, encoding = DEFAULT_ENCODING): self.file = open(filename, 'rb') self.encoding = encoding def __iter__(self): return self def next(self): return IsoRecord(self) __next__ = next # Python 3 compatibility def read(self,...
IsoFile
python
scrapy__scrapy
scrapy/exceptions.py
{ "start": 960, "end": 1354 }
class ____(Exception): """ Stop the download of the body for a given response. The 'fail' boolean parameter indicates whether or not the resulting partial response should be handled by the request errback. Note that 'fail' is a keyword-only argument. """ def __init__(self, *, fail: bool = True)...
StopDownload
python
apache__avro
lang/py/avro/schema.py
{ "start": 27712, "end": 30380 }
class ____(EqualByJsonMixin, Schema): """ names is a dictionary of schema objects """ def __init__(self, schemas, names=None, validate_names: bool = True): # Ensure valid ctor args if not isinstance(schemas, list): fail_msg = "Union schema requires a list of schemas." ...
UnionSchema
python
jd__tenacity
tests/test_tenacity.py
{ "start": 28782, "end": 29251 }
class ____: """Holds counter state for invoking a method several times in a row.""" def __init__(self, count): self.counter = 0 self.count = count def go(self): """Raise a NameError until after count threshold has been crossed. Then return True. """ if self...
NoNameErrorAfterCount
python
kamyu104__LeetCode-Solutions
Python/removing-minimum-number-of-magic-beans.py
{ "start": 40, "end": 275 }
class ____(object): def minimumRemoval(self, beans): """ :type beans: List[int] :rtype: int """ beans.sort() return sum(beans) - max(x*(len(beans)-i)for i, x in enumerate(beans))
Solution
python
pandas-dev__pandas
pandas/core/indexes/period.py
{ "start": 2003, "end": 18813 }
class ____(DatetimeIndexOpsMixin): """ Immutable ndarray holding ordinal values indicating regular periods in time. Index keys are boxed to Period objects which carries the metadata (eg, frequency information). Parameters ---------- data : array-like (1d int np.ndarray or PeriodArray), opt...
PeriodIndex
python
openai__openai-python
src/openai/types/responses/response_computer_tool_call_param.py
{ "start": 1484, "end": 1631 }
class ____(TypedDict, total=False): x: Required[int] """The x-coordinate.""" y: Required[int] """The y-coordinate."""
ActionDragPath
python
spack__spack
lib/spack/spack/cmd/__init__.py
{ "start": 20998, "end": 21246 }
class ____(spack.error.SpackError): """Exception class thrown for impermissible python names""" def __init__(self, name): self.name = name super().__init__("{0} is not a permissible Python name.".format(name))
PythonNameError
python
dagster-io__dagster
python_modules/libraries/dagster-dg-cli/dagster_dg_cli/cli/scaffold/branch/ai.py
{ "start": 6658, "end": 8905 }
class ____: """Output channel that prints to stdout using click.echo.""" def write(self, text: str) -> None: click.echo(text) @contextmanager def enter_waiting_phase(phase_name: str, spin: bool = True) -> Iterator["OutputChannel"]: """Enter a phase of non interactivity where we wait for the CLI a...
PrintOutputChannel
python
sympy__sympy
sympy/utilities/decorator.py
{ "start": 3055, "end": 11184 }
class ____: """Don't 'inherit' certain attributes from a base class >>> from sympy.utilities.decorator import no_attrs_in_subclass >>> class A(object): ... x = 'test' >>> A.x = no_attrs_in_subclass(A, A.x) >>> class B(A): ... pass >>> hasattr(A, 'x') True >>> hasattr...
no_attrs_in_subclass
python
pypa__setuptools
setuptools/msvc.py
{ "start": 917, "end": 3900 }
class ____: """ Current and Target Architectures information. Parameters ---------- arch: str Target architecture. """ current_cpu = environ.get('processor_architecture', '').lower() def __init__(self, arch: str) -> None: self.arch = arch.lower().replace('x64', 'amd64'...
PlatformInfo
python
gevent__gevent
src/greentest/3.10/test_smtpd.py
{ "start": 35548, "end": 37185 }
class ____(unittest.TestCase): def setUp(self): smtpd.socket = asyncore.socket = mock_socket self.old_debugstream = smtpd.DEBUGSTREAM self.debug = smtpd.DEBUGSTREAM = io.StringIO() self.server = DummyServer((socket_helper.HOST, 0), ('b', 0), decode_...
SMTPDChannelWithDecodeDataTrue
python
dagster-io__dagster
python_modules/dagster-graphql/dagster_graphql/schema/roots/mutation.py
{ "start": 15672, "end": 17320 }
class ____(graphene.Mutation): """Deletes partitions from a dynamic partition set.""" Output = graphene.NonNull(GrapheneDeleteDynamicPartitionsResult) class Arguments: repositorySelector = graphene.NonNull(GrapheneRepositorySelector) partitionsDefName = graphene.NonNull(graphene.String) ...
GrapheneDeleteDynamicPartitionsMutation
python
streamlit__streamlit
lib/tests/streamlit/elements/heading_test.py
{ "start": 16211, "end": 17370 }
class ____(DeltaGeneratorTestCase): """Test st.title text_alignment parameter.""" @parameterized.expand( [ ("left", 1), ("center", 2), ("right", 3), ("justify", 4), (None, 1), # Default case ] ) def test_st_title_text_alignmen...
StTitleTextAlignmentTest
python
airbytehq__airbyte
airbyte-integrations/connectors/destination-deepset/destination_deepset/writer.py
{ "start": 371, "end": 452 }
class ____: """Raised when an error is encountered by the writer"""
WriterError
python
ray-project__ray
rllib/algorithms/tests/test_algorithm_config.py
{ "start": 568, "end": 17297 }
class ____(unittest.TestCase): @classmethod def setUpClass(cls): ray.init() @classmethod def tearDownClass(cls): ray.shutdown() def test_running_specific_algo_with_generic_config(self): """Tests, whether some algo can be run with the generic AlgorithmConfig.""" conf...
TestAlgorithmConfig
python
django__django
tests/composite_pk/test_get.py
{ "start": 91, "end": 5049 }
class ____(TestCase): maxDiff = None @classmethod def setUpTestData(cls): cls.tenant_1 = Tenant.objects.create() cls.tenant_2 = Tenant.objects.create() cls.user_1 = User.objects.create( tenant=cls.tenant_1, id=1, email="user0001@example.com", ...
CompositePKGetTests
python
django__django
tests/auth_tests/test_auth_backends.py
{ "start": 4108, "end": 20639 }
class ____: """ A base class for tests that need to validate the ModelBackend with different User models. Subclasses should define a class level UserModel attribute, and a create_users() method to construct two users for test purposes. """ backend = "django.contrib.auth.backends.ModelBacken...
BaseModelBackendTest
python
getsentry__sentry
src/sentry/release_health/base.py
{ "start": 5577, "end": 5762 }
class ____(TypedDict): sessions: int sessions_healthy: int sessions_crashed: int sessions_abnormal: int sessions_unhandled: int sessions_errored: int
SessionCounts
python
walkccc__LeetCode
solutions/658. Find K Closest Elements/658.py
{ "start": 0, "end": 274 }
class ____: def findClosestElements(self, arr: list[int], k: int, x: int) -> list[int]: l = 0 r = len(arr) - k while l < r: m = (l + r) // 2 if x - arr[m] <= arr[m + k] - x: r = m else: l = m + 1 return arr[l:l + k]
Solution
python
kamyu104__LeetCode-Solutions
Python/sum-of-squares-of-special-elements.py
{ "start": 51, "end": 447 }
class ____(object): def sumOfSquares(self, nums): """ :type nums: List[int] :rtype: int """ result = 0 for i in xrange(1, int(len(nums)**0.5)+1): if len(nums)%i: continue result += nums[i-1]**2 if len(nums)//i != i: ...
Solution
python
rapidsai__cudf
python/cudf/cudf/core/udf/groupby_typing.py
{ "start": 6800, "end": 8523 }
class ____(AbstractTemplate): def make_error_string(self, args): fname = self.key.split(".")[-1] args = (self.this, *args) dtype_err = ", ".join([str(g.group_scalar_type) for g in args]) sr_err = ", ".join(["Series" for _ in range(len(args) - 1)]) return ( f"Serie...
GroupAttrBase
python
getsentry__sentry
src/sentry/models/group.py
{ "start": 10378, "end": 21522 }
class ____(BaseManager["Group"]): use_for_related_fields = True def get_queryset(self): return ( super() .get_queryset() .with_post_update_signal(options.get("groups.enable-post-update-signal")) ) def by_qualified_short_id(self, organization_id: int, sho...
GroupManager
python
django-import-export__django-import-export
tests/core/models.py
{ "start": 3885, "end": 3976 }
class ____(models.Model): role = models.ForeignKey(Role, on_delete=models.CASCADE)
Person
python
pytorch__pytorch
torch/distributed/_functional_collectives.py
{ "start": 23452, "end": 32116 }
class ____(torch.Tensor): r""" A Tensor wrapper subclass that is used to trigger a call to wait prior to first use of the underlying tensor. Use it inside functional collective pytorch wrappers like the following: def functional_collective(self, group, tag): tag, rankset, group_size = _expan...
AsyncCollectiveTensor
python
doocs__leetcode
lcof2/剑指 Offer II 038. 每日温度/Solution2.py
{ "start": 0, "end": 391 }
class ____: def dailyTemperatures(self, temperatures: List[int]) -> List[int]: n = len(temperatures) stk = [] ans = [0] * n for i in range(n - 1, -1, -1): while stk and temperatures[stk[-1]] <= temperatures[i]: stk.pop() if stk: ...
Solution
python
scrapy__scrapy
scrapy/spidermiddlewares/depth.py
{ "start": 660, "end": 3153 }
class ____(BaseSpiderMiddleware): crawler: Crawler def __init__( # pylint: disable=super-init-not-called self, maxdepth: int, stats: StatsCollector, verbose_stats: bool = False, prio: int = 1, ): self.maxdepth = maxdepth self.stats = stats se...
DepthMiddleware
python
matplotlib__matplotlib
tools/gh_api.py
{ "start": 402, "end": 9526 }
class ____(dict): """Dictionary with attribute access to names.""" def __getattr__(self, name): try: return self[name] except KeyError as err: raise AttributeError(name) from err def __setattr__(self, name, val): self[name] = val token = None def get_auth_to...
Obj
python
qdrant__qdrant-client
tests/congruence_tests/test_scroll.py
{ "start": 341, "end": 2817 }
class ____: @classmethod def scroll_all(cls, client: QdrantBase) -> list[models.Record]: all_records = [] records, next_page = client.scroll( collection_name=COLLECTION_NAME, limit=10, with_payload=True, ) all_records.extend(records) ...
TestSimpleScroller
python
walkccc__LeetCode
solutions/1966. Binary Searchable Numbers in an Unsorted Array/1966.py
{ "start": 0, "end": 600 }
class ____: def binarySearchableNumbers(self, nums: list[int]) -> int: n = len(nums) # prefixMaxs[i] := max(nums[0..i)) prefixMaxs = [0] * n # suffixMins[i] := min(nums[i + 1..n)) suffixMins = [0] * n # Fill in `prefixMaxs`. prefixMaxs[0] = -math.inf for i in range(1, n): prefix...
Solution
python
python__mypy
mypy/dmypy/client.py
{ "start": 8774, "end": 25061 }
class ____(Exception): """Exception raised when there is something wrong with the status file. For example: - No status file found - Status file malformed - Process whose pid is in the status file does not exist """ def main(argv: list[str]) -> None: """The code is top-down.""" check_...
BadStatus
python
charliermarsh__ruff
crates/ruff_linter/resources/test/fixtures/pylint/invalid_return_type_bytes.py
{ "start": 299, "end": 485 }
class ____: def __bytes__(self): print("ruff") # [invalid-bytes-return] # TODO: Once Ruff has better type checking def return_bytes(): return "some string"
BytesNoReturn
python
sympy__sympy
sympy/stats/matrix_distributions.py
{ "start": 5088, "end": 7087 }
class ____: """Returns the sample from pymc of the given distribution""" def __new__(cls, dist, size, seed=None): return cls._sample_pymc(dist, size, seed) @classmethod def _sample_pymc(cls, dist, size, seed): """Sample from PyMC.""" try: import pymc except...
SampleMatrixPymc
python
eriklindernoren__ML-From-Scratch
mlfromscratch/supervised_learning/regression.py
{ "start": 2829, "end": 4271 }
class ____(Regression): """Linear model. Parameters: ----------- n_iterations: float The number of training iterations the algorithm will tune the weights for. learning_rate: float The step length that will be used when updating the weights. gradient_descent: boolean True...
LinearRegression
python
doocs__leetcode
solution/1200-1299/1249.Minimum Remove to Make Valid Parentheses/Solution.py
{ "start": 0, "end": 581 }
class ____: def minRemoveToMakeValid(self, s: str) -> str: stk = [] x = 0 for c in s: if c == ')' and x == 0: continue if c == '(': x += 1 elif c == ')': x -= 1 stk.append(c) x = 0 ...
Solution
python
apache__airflow
providers/amazon/src/airflow/providers/amazon/aws/triggers/glue.py
{ "start": 7181, "end": 8652 }
class ____(AwsBaseWaiterTrigger): """ Trigger when a AWS Glue data quality evaluation run complete. :param evaluation_run_id: The AWS Glue data quality ruleset evaluation run identifier. :param waiter_delay: The amount of time in seconds to wait between attempts. (default: 60) :param waiter_max_att...
GlueDataQualityRuleSetEvaluationRunCompleteTrigger
python
django__django
tests/utils_tests/test_decorators.py
{ "start": 734, "end": 1479 }
class ____: def __init__(self, get_response): self.get_response = get_response def process_request(self, request): request.process_request_reached = True def process_view(self, request, view_func, view_args, view_kwargs): request.process_view_reached = True def process_templat...
FullMiddleware
python
pypa__pip
src/pip/_vendor/pygments/lexer.py
{ "start": 1104, "end": 1457 }
class ____(type): """ This metaclass automagically converts ``analyse_text`` methods into static methods which always return float values. """ def __new__(mcs, name, bases, d): if 'analyse_text' in d: d['analyse_text'] = make_analysator(d['analyse_text']) return type.__n...
LexerMeta
python
mlflow__mlflow
mlflow/models/model.py
{ "start": 61006, "end": 68196 }
class ____(NamedTuple): requirements: Path conda: Path def get_model_requirements_files(resolved_uri: str) -> Files: requirements_txt_file = _download_artifact_from_uri( artifact_uri=append_to_uri_path(resolved_uri, _REQUIREMENTS_FILE_NAME) ) conda_yaml_file = _download_artifact_from_uri( ...
Files
python
encode__django-rest-framework
tests/test_model_serializer.py
{ "start": 2780, "end": 3414 }
class ____(models.Model): value_limit_field = models.IntegerField(validators=[MinValueValidator(1), MaxValueValidator(10)]) length_limit_field = models.CharField(validators=[MinLengthValidator(3)], max_length=12) blank_field = models.CharField(blank=True, max_length=10) null_field = models.IntegerField(...
FieldOptionsModel
python
spack__spack
lib/spack/spack/builder.py
{ "start": 9054, "end": 9224 }
class ____( spack.phase_callbacks.PhaseCallbacksMeta, spack.multimethod.MultiMethodMeta, type(collections.abc.Sequence), # type: ignore ): pass
BuilderMeta
python
PrefectHQ__prefect
src/prefect/server/schemas/actions.py
{ "start": 2435, "end": 3446 }
class ____(ActionBaseModel): active: bool = Field( default=True, description="Whether or not the schedule is active." ) schedule: schemas.schedules.SCHEDULE_TYPES = Field( default=..., description="The schedule for the deployment." ) max_scheduled_runs: Optional[PositiveInteger] = Fi...
DeploymentScheduleCreate
python
pyca__cryptography
tests/test_fernet.py
{ "start": 1042, "end": 6071 }
class ____: @json_parametrize( ("secret", "now", "iv", "src", "token"), "generate.json", ) def test_generate(self, secret, now, iv, src, token, backend): f = Fernet(secret.encode("ascii"), backend=backend) actual_token = f._encrypt_from_parts( src.encode("ascii"),...
TestFernet
python
spyder-ide__spyder
spyder/api/utils.py
{ "start": 1668, "end": 1970 }
class ____(property): """ Decorator to declare class constants as properties that require additional computation. Taken from: https://stackoverflow.com/a/7864317/438386 """ def __get__(self, cls, owner): return classmethod(self.fget).__get__(None, owner)()
classproperty
python
huggingface__transformers
src/transformers/models/siglip2/modular_siglip2.py
{ "start": 4912, "end": 4975 }
class ____(SiglipVisionModelOutput): pass
Siglip2VisionOutput
python
django__django
tests/admin_widgets/tests.py
{ "start": 26401, "end": 32208 }
class ____(TestCase): def test_render(self): band = Band.objects.create(name="Linkin Park") band.album_set.create( name="Hybrid Theory", cover_art=r"albums\hybrid_theory.jpg" ) rel_uuid = Album._meta.get_field("band").remote_field w = widgets.ForeignKeyRawIdWidget...
ForeignKeyRawIdWidgetTest
python
django-debug-toolbar__django-debug-toolbar
debug_toolbar/panels/sql/tracking.py
{ "start": 4195, "end": 10129 }
class ____(DjDTCursorWrapperMixin): """ Wraps a cursor and logs queries. """ def _decode(self, param): if PostgresJson and isinstance(param, PostgresJson): # psycopg3 if hasattr(param, "obj"): return param.dumps(param.obj) # psycopg2 ...
NormalCursorMixin
python
pytorch__pytorch
torch/_inductor/scheduler.py
{ "start": 51617, "end": 51866 }
class ____(BaseSchedulerNode): def __init__(self, scheduler: Scheduler, node: ir.Operation) -> None: super().__init__(scheduler) self._init_from_node(node) self.set_read_writes(node.get_read_writes())
NopKernelSchedulerNode
python
django__django
tests/auth_tests/urls_custom_user_admin.py
{ "start": 209, "end": 680 }
class ____(UserAdmin): def log_change(self, request, obj, message): # LogEntry.user column doesn't get altered to expect a UUID, so set an # integer manually to avoid causing an error. original_pk = request.user.pk request.user.pk = 1 super().log_change(request, obj, message)...
CustomUserAdmin
python
mlflow__mlflow
mlflow/store/tracking/dbmodels/models.py
{ "start": 27421, "end": 34746 }
class ____(Base): __tablename__ = "assessments" assessment_id = Column(String(50), nullable=False) """ Assessment ID: `String` (limit 50 characters). *Primary Key* for ``assessments`` table. """ trace_id = Column( String(50), ForeignKey("trace_info.request_id", ondelete="CASCADE"), null...
SqlAssessments
python
openai__openai-python
src/openai/types/realtime/response_output_item_done_event.py
{ "start": 252, "end": 717 }
class ____(BaseModel): event_id: str """The unique ID of the server event.""" item: ConversationItem """A single item within a Realtime conversation.""" output_index: int """The index of the output item in the Response.""" response_id: str """The ID of the Response to which the item b...
ResponseOutputItemDoneEvent
python
getsentry__sentry
src/sentry/api/authentication.py
{ "start": 24050, "end": 26688 }
class ____(StandardAuthentication): """ Authentication for cross-region RPC requests. Requests are sent with an HMAC signed by a shared private key. """ token_name = b"rpcsignature" def accepts_auth(self, auth: list[bytes]) -> bool: if not auth or len(auth) < 2: return Fals...
RpcSignatureAuthentication
python
altair-viz__altair
altair/vegalite/v6/schema/channels.py
{ "start": 1037431, "end": 1047304 }
class ____(DatumChannelMixin, core.ScaleDatumDef): """ XOffsetDatum schema wrapper. Parameters ---------- bandPosition : float Relative position on a band of a stacked, binned, time unit, or band scale. For example, the marks will be positioned at the beginning of the band if set to...
XOffsetDatum
python
jmcnamara__XlsxWriter
xlsxwriter/test/comparison/test_table31.py
{ "start": 315, "end": 1358 }
class ____(ExcelComparisonTest): """ Test file created by XlsxWriter against a file created by Excel. """ def setUp(self): self.set_filename("table31.xlsx") def test_create_file(self): """Test the creation of a simple XlsxWriter file with tables.""" workbook = Workbook(se...
TestCompareXLSXFiles
python
pikepdf__pikepdf
src/pikepdf/objects.py
{ "start": 5140, "end": 5883 }
class ____(Object, metaclass=_ObjectMeta): """Construct an operator for use in a content stream. An Operator is one of a limited set of commands that can appear in PDF content streams (roughly the mini-language that draws objects, lines and text on a virtual PDF canvas). The commands :func:`parse_conte...
Operator
python
fastapi__sqlmodel
docs_src/tutorial/fastapi/multiple_models/tutorial001_py39.py
{ "start": 433, "end": 1358 }
class ____(SQLModel): id: int name: str secret_name: str age: Optional[int] = None sqlite_file_name = "database.db" sqlite_url = f"sqlite:///{sqlite_file_name}" connect_args = {"check_same_thread": False} engine = create_engine(sqlite_url, echo=True, connect_args=connect_args) def create_db_and_tab...
HeroPublic
python
run-llama__llama_index
llama-index-core/llama_index/core/query_engine/citation_query_engine.py
{ "start": 3177, "end": 12998 }
class ____(BaseQueryEngine): """ Citation query engine. Args: retriever (BaseRetriever): A retriever object. response_synthesizer (Optional[BaseSynthesizer]): A BaseSynthesizer object. citation_chunk_size (int): Size of citation chunks, default=512. Useful fo...
CitationQueryEngine
python
getsentry__sentry
src/sentry/integrations/msteams/card_builder/block.py
{ "start": 2535, "end": 2661 }
class ____(_ColumnBlockNotRequired): type: Literal["Column"] items: list[Block] width: ColumnWidth | str
ColumnBlock
python
apache__airflow
providers/amazon/tests/unit/amazon/aws/sensors/test_emr_serverless_job.py
{ "start": 2448, "end": 3150 }
class ____(TestEmrServerlessJobSensor): @pytest.mark.parametrize("state", ["FAILED", "CANCELLING", "CANCELLED"]) def test_poke_raises_airflow_exception_with_specified_states(self, state): state_details = f"mock {state}" exception_msg = f"EMR Serverless job failed: {state_details}" get_jo...
TestPokeRaisesAirflowException
python
plotly__plotly.py
plotly/io/_base_renderers.py
{ "start": 12232, "end": 13031 }
class ____(HtmlRenderer): """ Renderer to display interactive figures in Azure Notebooks. Same as NotebookRenderer but with connected=True so that the plotly.js bundle is loaded from a CDN rather than being embedded in the notebook. This renderer is enabled by default when running in an Azure note...
AzureRenderer
python
python__mypy
mypyc/analysis/attrdefined.py
{ "start": 10724, "end": 12417 }
class ____(BaseAnalysisVisitor[str]): """Find attributes that may have been defined via some code path. Consider initializations in class body and assignments to 'self.x' and calls to base class '__init__'. """ def __init__(self, self_reg: Register) -> None: self.self_reg = self_reg d...
AttributeMaybeDefinedVisitor
python
realpython__materials
python-guitar-synthesizer/source_code_step_1/src/digitar/temporal.py
{ "start": 217, "end": 1032 }
class ____: seconds: Decimal @classmethod def from_milliseconds(cls, milliseconds: Numeric) -> Self: return cls(Decimal(str(float(milliseconds))) / 1000) def __init__(self, seconds: Numeric) -> None: match seconds: case int() | float(): object.__setattr__(se...
Time
python
getsentry__sentry
tests/sentry/apidocs/test_extensions.py
{ "start": 931, "end": 1130 }
class ____(Serializer): def serialize( self, obj: Any, attrs: Mapping[Any, Any], user: Any, **kwargs: Any ) -> BasicSerializerResponse: raise NotImplementedError
BasicSerializer
python
numba__numba
numba/tests/npyufunc/test_gufunc.py
{ "start": 14786, "end": 18511 }
class ____(MemoryLeakMixin, TestCase): def test_pickle_gufunc_non_dyanmic(self): """Non-dynamic gufunc. """ @guvectorize(["f8,f8[:]"], "()->()") def double(x, out): out[:] = x * 2 # pickle ser = pickle.dumps(double) cloned = pickle.loads(ser) ...
TestGUVectorizePickling
python
pyodide__pyodide
src/py/_pyodide/_core_docs.py
{ "start": 14889, "end": 15300 }
class ____(JsProxy, Generic[T]): """A double proxy created with :py:func:`create_proxy`.""" _js_type_flags = ["IS_DOUBLE_PROXY"] def destroy(self) -> None: """Destroy the proxy.""" pass def unwrap(self) -> T: """Unwrap a double proxy created with :py:func:`create_proxy` into t...
JsDoubleProxy
python
mlflow__mlflow
tests/pytorch/iris_data_module.py
{ "start": 154, "end": 1040 }
class ____(pl.LightningDataModule): def __init__(self): super().__init__() self.columns = None def _get_iris_as_tensor_dataset(self): iris = load_iris() df = iris.data self.columns = iris.feature_names target = iris["target"] data = torch.Tensor(df).float...
IrisDataModuleBase
python
mkdocs__mkdocs
mkdocs/tests/structure/file_tests.py
{ "start": 223, "end": 34458 }
class ____(PathAssertionMixin, unittest.TestCase): @unittest.skipUnless(sys.platform.startswith("win"), "requires Windows") def test_src_path_windows(self): f = File('foo\\a.md', '/path/to/docs', '/path/to/site', use_directory_urls=False) self.assertEqual(f.src_uri, 'foo/a.md') self.asse...
TestFiles
python
huggingface__transformers
src/transformers/models/encodec/feature_extraction_encodec.py
{ "start": 953, "end": 9877 }
class ____(SequenceFeatureExtractor): r""" Constructs an EnCodec feature extractor. This feature extractor inherits from [`~feature_extraction_sequence_utils.SequenceFeatureExtractor`] which contains most of the main methods. Users should refer to this superclass for more information regarding those me...
EncodecFeatureExtractor