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python
pytorch__pytorch
test/test_sympy_utils.py
{ "start": 34464, "end": 34826 }
class ____(TestCase): def test_typed_expr(self): I = Identity(1) typed_I = TypedExpr(I, torch.int32) self.assertEqual(typed_I.expr, 1) instantiate_parametrized_tests(TestValueRanges) instantiate_parametrized_tests(TestSympyInterp) instantiate_parametrized_tests(TestSympySolve) if __name_...
TestTypedExpr
python
ipython__ipython
IPython/core/profiledir.py
{ "start": 899, "end": 8459 }
class ____(LoggingConfigurable): """An object to manage the profile directory and its resources. The profile directory is used by all IPython applications, to manage configuration, logging and security. This object knows how to find, create and manage these directories. This should be used by any ...
ProfileDir
python
dagster-io__dagster
python_modules/libraries/dagster-aws/dagster_aws_tests/ecs_tests/stubbed_ecs.py
{ "start": 2324, "end": 2763 }
class ____: def __init__(self): self.tasks = defaultdict(list) self.task_definitions = defaultdict(list) self.tags = defaultdict(list) self.account_settings = {} self.default_account_settings = {"taskLongArnFormat": "enabled"} self.register_task_definition_locks = de...
StubStorage
python
run-llama__llama_index
llama-index-integrations/llms/llama-index-llms-monsterapi/llama_index/llms/monsterapi/base.py
{ "start": 608, "end": 5730 }
class ____(OpenAI): model_info: dict = Field( description="Model info field with pricing and other llm model information in json structure.", default={}, ) """MonsterAPI LLM. Monster Deploy enables you to host any vLLM supported large language model (LLM) like Tinyllama, Mixtral, Phi-2...
MonsterLLM
python
run-llama__llama_index
llama-index-integrations/protocols/llama-index-protocols-ag-ui/llama_index/protocols/ag_ui/events.py
{ "start": 1808, "end": 1887 }
class ____(RawEvent, Event): type: EventType = EventType.RAW
RawWorkflowEvent
python
encode__django-rest-framework
rest_framework/parsers.py
{ "start": 796, "end": 907 }
class ____: def __init__(self, data, files): self.data = data self.files = files
DataAndFiles
python
Netflix__metaflow
test/cmd/develop/test_stub_generator.py
{ "start": 220, "end": 290 }
class ____: """Test class for stub generation""" pass
TestClass
python
run-llama__llama_index
llama-index-integrations/readers/llama-index-readers-airbyte-gong/llama_index/readers/airbyte_gong/base.py
{ "start": 126, "end": 680 }
class ____(AirbyteCDKReader): """ AirbyteGongReader reader. Retrieve documents from Gong Args: config: The config object for the gong source. """ def __init__( self, config: Mapping[str, Any], record_handler: Optional[RecordHandler] = None, ) -> None: ...
AirbyteGongReader
python
airbytehq__airbyte
airbyte-integrations/connectors/source-github/source_github/github_schema.py
{ "start": 957753, "end": 958485 }
class ____(sgqlc.types.relay.Connection): """The connection type for SavedReply.""" __schema__ = github_schema __field_names__ = ("edges", "nodes", "page_info", "total_count") edges = sgqlc.types.Field(sgqlc.types.list_of("SavedReplyEdge"), graphql_name="edges") """A list of edges.""" nodes = ...
SavedReplyConnection
python
openai__gym
gym/error.py
{ "start": 3285, "end": 3371 }
class ____(APIError): """Deprecated, to be removed at gym 1.0."""
APIConnectionError
python
PrefectHQ__prefect
tests/utilities/test_annotations.py
{ "start": 351, "end": 2105 }
class ____: @pytest.mark.parametrize( "value", [ "hello", 42, 3.14, True, None, ["a", 1, True], {"some", "set"}, { "string": "value", "number": 42, "list": ...
TestFreeze
python
python__mypy
mypyc/ir/rtypes.py
{ "start": 34974, "end": 37681 }
class ____(RType): """Fixed-length C array type (for example, int[5]). Note that the implementation is a bit limited, and these can basically be only used for local variables that are initialized in one location. """ def __init__(self, item_type: RType, length: int) -> None: self.item_type...
RArray
python
pyca__cryptography
src/cryptography/hazmat/primitives/asymmetric/ec.py
{ "start": 8057, "end": 8195 }
class ____(EllipticCurve): name = "sect163k1" key_size = 163 group_order = 0x4000000000000000000020108A2E0CC0D99F8A5EF
SECT163K1
python
ethereum__web3.py
web3/geth.py
{ "start": 1642, "end": 2729 }
class ____(Module): """ https://geth.ethereum.org/docs/interacting-with-geth/rpc/ns-admin """ is_async = False add_peer: Method[Callable[[EnodeURI], bool]] = Method( RPC.admin_addPeer, mungers=[default_root_munger], ) datadir: Method[Callable[[], str]] = Method( RP...
GethAdmin
python
encode__django-rest-framework
rest_framework/renderers.py
{ "start": 37024, "end": 39913 }
class ____: def get_schema(self, instance): CLASS_TO_TYPENAME = { coreschema.Object: 'object', coreschema.Array: 'array', coreschema.Number: 'number', coreschema.Integer: 'integer', coreschema.String: 'string', coreschema.Boolean: 'bool...
_BaseOpenAPIRenderer
python
google__jax
jax/_src/stages.py
{ "start": 36741, "end": 38363 }
class ____(Exception): pass def _find_arg_mismatch(arg_list, fails, fun_name): mismatched_args_msg = [] def mismatch(err): for name, inp_da, aval in arg_list: if err.m_type == MismatchType.ARG_SHARDING and err.da == inp_da: mismatched_args_msg.append( f"argument {name} of {fun_name...
DeviceAssignmentMismatchError
python
kamyu104__LeetCode-Solutions
Python/find-k-pairs-with-smallest-sums.py
{ "start": 1121, "end": 1392 }
class ____(object): def kSmallestPairs(self, nums1, nums2, k): """ :type nums1: List[int] :type nums2: List[int] :type k: int :rtype: List[List[int]] """ return nsmallest(k, product(nums1, nums2), key=sum)
Solution2
python
great-expectations__great_expectations
contrib/great_expectations_semantic_types_expectations/great_expectations_semantic_types_expectations/expectations/expect_column_values_to_be_ascii.py
{ "start": 790, "end": 2356 }
class ____(ColumnMapMetricProvider): """ Determines whether column values consist only of ascii characters. If value consists of any non-ascii character then that value will not pass. """ # This is the id string that will be used to reference your metric. # Please see {some doc} for information...
ColumnValuesAreAscii
python
kamyu104__LeetCode-Solutions
Python/count-stepping-numbers-in-range.py
{ "start": 34, "end": 1078 }
class ____(object): def countSteppingNumbers(self, low, high): """ :type low: str :type high: str :rtype: int """ MOD = 10**9+7 def f(s): dp = [[0]*10 for _ in xrange(2)] for j in xrange(1, ord(s[0])-ord('0')+1): dp[0][j...
Solution
python
cython__cython
Cython/Debugger/libcython.py
{ "start": 5687, "end": 5993 }
class ____: def __init__(self, name, cname, qualified_name, type, lineno): self.name = name self.cname = cname self.qualified_name = qualified_name self.type = type self.lineno = int(lineno) def __repr__(self): return simple_repr(self)
CythonVariable
python
google__jax
jax/_src/test_util.py
{ "start": 25417, "end": 25539 }
class ____: def __len__(self): return 0 def __getitem__(self, i): raise IndexError(f"index {i} out of range.")
ScalarShape
python
optuna__optuna
optuna/storages/_grpc/auto_generated/api_pb2_grpc.py
{ "start": 19470, "end": 35256 }
class ____(object): """* Optuna storage service defines APIs to interact with the storage. """ @staticmethod def CreateNewStudy(request, target, options=(), channel_credentials=None, call_credentials=None, insecure=False, compr...
StorageService
python
kamyu104__LeetCode-Solutions
Python/minimum-number-of-operations-to-make-x-and-y-equal.py
{ "start": 43, "end": 546 }
class ____(object): def minimumOperationsToMakeEqual(self, x, y): """ :type x: int :type y: int :rtype: int """ def memoization(x): if y >= x: return y-x if x not in lookup: lookup[x] = min(x-y, min(min(x%d, d-x%...
Solution
python
kamyu104__LeetCode-Solutions
Python/maximum-points-inside-the-square.py
{ "start": 67, "end": 604 }
class ____(object): def maxPointsInsideSquare(self, points, s): """ :type points: List[List[int]] :type s: str :rtype: int """ INF = float("inf") lookup = [INF for _ in xrange(26)] d = INF for c, (x, y) in itertools.izip(s, points): ...
Solution
python
tensorflow__tensorflow
tensorflow/python/keras/utils/version_utils.py
{ "start": 2447, "end": 5138 }
class ____(object): """Chooses between Keras v1 and v2 TensorBoard callback class.""" def __new__(cls, *args, **kwargs): # pylint: disable=unused-argument use_v2 = should_use_v2() start_cls = cls cls = swap_class(start_cls, callbacks.TensorBoard, callbacks_v1.TensorBoard, use_v2) ...
TensorBoardVersionSelector
python
readthedocs__readthedocs.org
readthedocs/proxito/views/serve.py
{ "start": 35839, "end": 36952 }
class ____(CDNCacheControlMixin, CDNCacheTagsMixin, ServeDocsMixin, View): """ Serve static files from the same domain the docs are being served from. This is basically a proxy for ``STATIC_URL``. """ project_cache_tag = "rtd-staticfiles" # This view can always be cached, # since these ar...
ServeStaticFiles
python
tensorflow__tensorflow
tensorflow/python/autograph/pyct/transpiler_test.py
{ "start": 915, "end": 1095 }
class ____(transformer.Base): def visit_BinOp(self, node): if isinstance(node.op, gast.Add): node.op = gast.Sub() return self.generic_visit(node)
FlipSignTransformer
python
huggingface__transformers
src/transformers/models/auto/modeling_auto.py
{ "start": 82446, "end": 82720 }
class ____(_BaseAutoModelClass): _model_mapping = MODEL_FOR_PRETRAINING_MAPPING AutoModelForPreTraining = auto_class_update(AutoModelForPreTraining, head_doc="pretraining") # Private on purpose, the public class will add the deprecation warnings.
AutoModelForPreTraining
python
kamyu104__LeetCode-Solutions
Python/sort-array-by-absolute-value.py
{ "start": 469, "end": 675 }
class ____(object): def sortByAbsoluteValue(self, nums): """ :type nums: List[int] :rtype: List[int] """ nums.sort(key=lambda x: abs(x)) return nums
Solution2
python
pytorch__pytorch
test/profiler/test_profiler.py
{ "start": 97254, "end": 128715 }
class ____(TestCase): def make_tree(self) -> list[MockNode]: tree = { "root_0": { "1": {"2": {}}, "3": { "4": {}, "5": {}, }, }, "root_1": { "6": {}, "7...
TestExperimentalUtils
python
mlflow__mlflow
dev/clint/src/clint/rules/pytest_mark_repeat.py
{ "start": 84, "end": 709 }
class ____(Rule): def _message(self) -> str: return ( "@pytest.mark.repeat decorator should not be committed. " "This decorator is meant for local testing only to check for flaky tests." ) @staticmethod def check(decorator_list: list[ast.expr], resolver: Resolver) ->...
PytestMarkRepeat
python
chroma-core__chroma
chromadb/execution/expression/operator.py
{ "start": 33070, "end": 33267 }
class ____(Rank): """Multiplication of multiple ranks""" ranks: List[Rank] def to_dict(self) -> Dict[str, Any]: return {"$mul": [r.to_dict() for r in self.ranks]} @dataclass
Mul
python
getsentry__sentry
src/sentry/analytics/events/monitor_mark_failed.py
{ "start": 88, "end": 318 }
class ____(analytics.Event): organization_id: int monitor_id: str # this is stringified in the caller project_id: int environment_id: int analytics.register(MonitorEnvironmentMarkFailed)
MonitorEnvironmentMarkFailed
python
facebook__pyre-check
client/language_server/tests/daemon_connection_test.py
{ "start": 512, "end": 841 }
class ____(connections.AsyncBytesReader): def __init__(self, exception: Exception) -> None: self.exception = exception async def read_until(self, separator: bytes = b"\n") -> bytes: raise self.exception async def read_exactly(self, count: int) -> bytes: raise self.exception
RaisingBytesReader
python
ray-project__ray
python/ray/serve/_private/metrics_utils.py
{ "start": 651, "end": 751 }
class ____: task_func: Union[Callable, Callable[[], Awaitable]] interval_s: float
_MetricsTask
python
scipy__scipy
scipy/special/_multiufuncs.py
{ "start": 541, "end": 19402 }
class ____: def __init__(self, ufunc_or_ufuncs, name=None, doc=None, *, force_complex_output=False, **default_kwargs): if not isinstance(ufunc_or_ufuncs, np.ufunc): if isinstance(ufunc_or_ufuncs, collections.abc.Mapping): ufuncs_iter = ufunc_or_ufuncs.values() ...
MultiUFunc
python
cherrypy__cherrypy
cherrypy/_cpwsgi_server.py
{ "start": 194, "end": 815 }
class ____(cheroot.server.HTTPRequest): """Wrapper for cheroot.server.HTTPRequest. This is a layer, which preserves URI parsing mode like it which was before Cheroot v5.8.0. """ def __init__(self, server, conn): """Initialize HTTP request container instance. Args: serv...
CPWSGIHTTPRequest
python
Textualize__textual
docs/examples/guide/screens/modes01.py
{ "start": 409, "end": 541 }
class ____(Screen): def compose(self) -> ComposeResult: yield Placeholder("Help Screen") yield Footer()
HelpScreen
python
getsentry__sentry
src/sudo/utils.py
{ "start": 405, "end": 2376 }
class ____(HttpRequest): _sudo: bool _sudo_token: str _sudo_max_age: int def _allow_sudo_attribute_stuffing(request: HttpRequest) -> _SudoRequest: # cast to our fake type which allows typesafe attribute stuffing return cast(_SudoRequest, request) def grant_sudo_privileges(request: HttpRequest, m...
_SudoRequest
python
huggingface__transformers
src/transformers/models/llama4/processing_llama4.py
{ "start": 939, "end": 6248 }
class ____(ProcessingKwargs, total=False): _defaults = { "text_kwargs": { "padding_side": "left", }, } chat_template = "{{- bos_token }}\n{%- if custom_tools is defined %}\n {%- set tools = custom_tools %}\n{%- endif %}\n{%- if not tools_in_user_message is defined %}\n {%- se...
Llama4ProcessorKwargs
python
readthedocs__readthedocs.org
readthedocs/projects/migrations/0021_add-webhook-deprecation-feature.py
{ "start": 143, "end": 313 }
class ____(migrations.Migration): safe = Safe.after_deploy() dependencies = [ ("projects", "0020_add-api-project-proxy"), ] operations = []
Migration
python
dagster-io__dagster
python_modules/libraries/dagster-aws/dagster_aws/pipes/clients/ecs.py
{ "start": 1229, "end": 15482 }
class ____(PipesClient, TreatAsResourceParam): """A pipes client for running AWS ECS tasks. Args: client (Any): The boto ECS client used to launch the ECS task context_injector (Optional[PipesContextInjector]): A context injector to use to inject context into the ECS task. Defaults ...
PipesECSClient
python
spack__spack
lib/spack/spack/installer.py
{ "start": 4544, "end": 5382 }
class ____: def __init__(self, pkg_count: int): # Counters used for showing status information self.pkg_num: int = 0 self.pkg_count: int = pkg_count self.pkg_ids: Set[str] = set() def next_pkg(self, pkg: "spack.package_base.PackageBase"): pkg_id = package_id(pkg.spec) ...
InstallStatus
python
charliermarsh__ruff
crates/ruff_linter/resources/test/fixtures/pycodestyle/E23.py
{ "start": 2830, "end": 2930 }
class ____[A: object="foo"[::-1], B: object =[[["foo", "bar"]]], C: object= bytes]: pass
PEP696Good
python
tensorflow__tensorflow
tensorflow/python/checkpoint/checkpoint.py
{ "start": 16368, "end": 29107 }
class ____: """Keeps the status of a name-based checkpoint restore.""" def __init__(self, save_path, dtype_map=None): self.save_path = save_path self.dtype_map = dtype_map # A map from trackable objects to unused attribute names. We don't have # proto IDs when doing a name-based restore, so the map...
_NameBasedRestoreCoordinator
python
PyCQA__pylint
tests/functional/a/abstract/abstract_class_instantiated.py
{ "start": 856, "end": 1147 }
class ____(metaclass=abc.ABCMeta): @abc.abstractmethod def __iter__(self): pass @abc.abstractmethod def __len__(self): pass @abc.abstractmethod def __contains__(self, _): pass @abc.abstractmethod def __hash__(self): pass
Structure
python
dagster-io__dagster
python_modules/libraries/dagster-aws/dagster_aws_tests/defs_state_storage_tests/test_defs_state_storage.py
{ "start": 979, "end": 1968 }
class ____(TestDefsStateStorage): """Tests the blob storage state storage implementation.""" __test__ = True @pytest.fixture(name="storage", scope="function") def state_storage(self, mock_s3_bucket): with instance_for_test( overrides={ "defs_state_storage": { ...
TestS3UPathDefsStateStorage
python
PyCQA__pylint
doc/data/messages/i/invalid-length-hint-returned/good.py
{ "start": 0, "end": 121 }
class ____: """__length_hint__ returns <type 'int'>""" def __length_hint__(self): return 10
CustomLengthHint
python
crytic__slither
slither/core/solidity_types/type_alias.py
{ "start": 433, "end": 1168 }
class ____(Type): def __init__(self, underlying_type: ElementaryType, name: str) -> None: super().__init__() self.name = name self.underlying_type = underlying_type self._pattern = "type" @property def type(self) -> ElementaryType: """ Return the underlying t...
TypeAlias
python
astropy__astropy
astropy/modeling/projections.py
{ "start": 40864, "end": 41057 }
class ____(Sky2PixProjection, HEALPix): r""" HEALPix polar, aka "butterfly" projection - pixel to sky. Corresponds to the ``XPH`` projection in FITS WCS. """
Sky2Pix_HEALPixPolar
python
python__mypy
mypy/test/testutil.py
{ "start": 196, "end": 915 }
class ____(TestCase): def test_get_terminal_size_in_pty_defaults_to_80(self) -> None: # when run using a pty, `os.get_terminal_size()` returns `0, 0` ret = os.terminal_size((0, 0)) mock_environ = os.environ.copy() mock_environ.pop("COLUMNS", None) with mock.patch.object(os, "...
TestGetTerminalSize
python
Netflix__metaflow
metaflow/decorators.py
{ "start": 8129, "end": 10401 }
class ____(Decorator): options = {} def __init__(self, *args, **kwargs): super(FlowDecorator, self).__init__(*args, **kwargs) def flow_init( self, flow, graph, environment, flow_datastore, metadata, logger, echo, options ): """ Called when all decorators have been creat...
FlowDecorator
python
PrefectHQ__prefect
src/integrations/prefect-databricks/prefect_databricks/models/jobs.py
{ "start": 58611, "end": 58806 }
class ____(BaseModel): """ See source code for the fields' description. """ model_config = ConfigDict(extra="allow", frozen=True) task_key: Optional[str] = None
TaskDependency
python
charliermarsh__ruff
crates/ruff_linter/resources/test/fixtures/pyupgrade/UP008.py
{ "start": 585, "end": 1532 }
class ____(BaseClass): def normal(self): super(MyClass, self).f() # can use super() super().f() def different_argument(self, other): super(MyClass, other).f() # CANNOT use super() def comprehension_scope(self): [super(MyClass, self).f() for x in [1]] # CANNOT use super()...
MyClass
python
pydantic__pydantic
tests/mypy/modules/plugin_fail.py
{ "start": 2613, "end": 2735 }
class ____(BaseModel): x: str = Field(..., alias=x_alias) z: int DynamicAliasModel(y='y', z='1')
DynamicAliasModel
python
django__django
tests/runtests.py
{ "start": 11937, "end": 27963 }
class ____(argparse.Action): """ Validate the comma-separated list of requested browsers. """ def __call__(self, parser, namespace, values, option_string=None): try: import selenium # NOQA except ImportError as e: raise ImproperlyConfigured(f"Error loading selen...
ActionSelenium
python
scipy__scipy
scipy/_lib/_testutils.py
{ "start": 1202, "end": 3935 }
class ____: """ Run tests for this namespace ``scipy.test()`` runs tests for all of SciPy, with the default settings. When used from a submodule (e.g., ``scipy.cluster.test()``, only the tests for that namespace are run. Parameters ---------- label : {'fast', 'full'}, optional ...
PytestTester
python
PyCQA__pylint
tests/functional/a/attribute_defined_outside_init.py
{ "start": 376, "end": 466 }
class ____(A): def test(self): self.z = 44 # [attribute-defined-outside-init]
B
python
getsentry__sentry
tests/sentry/models/test_release.py
{ "start": 47874, "end": 56460 }
class ____(TestCase): def setUp(self) -> None: self.org = self.create_organization() self.fake_package = "_fake_package_prj_" # Project with 10 semver releases self.proj_1 = self.create_project(organization=self.org) for i in range(10): self.create_release(versio...
FollowsSemverVersioningSchemeTestCase
python
pdm-project__pdm
src/pdm/cli/commands/add.py
{ "start": 694, "end": 7131 }
class ____(BaseCommand): """Add package(s) to pyproject.toml and install them""" arguments = ( *BaseCommand.arguments, lockfile_option, frozen_lockfile_option, save_strategy_group, override_option, update_strategy_group, prerelease_option, unconst...
Command
python
numpy__numpy
benchmarks/benchmarks/bench_random.py
{ "start": 5049, "end": 5377 }
class ____(Benchmark): params = [1e3, 1e6, 1e8] def setup(self, v): self.a = np.arange(v) self.rng = np.random.default_rng() def time_legacy_choice(self, v): np.random.choice(self.a, 1000, replace=False) def time_choice(self, v): self.rng.choice(self.a, 1000, replace=F...
Choice
python
mkdocs__mkdocs
mkdocs/utils/yaml.py
{ "start": 1061, "end": 1546 }
class ____(os.PathLike): def __init__(self, config: MkDocsConfig, suffix: str = ''): self.config = config self.suffix = suffix def value(self) -> str: raise NotImplementedError def __fspath__(self) -> str: """Can be used as a path.""" return os.path.join(self.value(...
_DirPlaceholder
python
astropy__astropy
astropy/visualization/lupton_rgb.py
{ "start": 8244, "end": 9537 }
class ____(Mapping): """ A mapping for an asinh stretch (preserving colours independent of brightness). x = asinh(Q (I - minimum)/stretch)/Q This reduces to a linear stretch if Q == 0 See https://ui.adsabs.harvard.edu/abs/2004PASP..116..133L Parameters ---------- minimum : float ...
AsinhMapping
python
getsentry__sentry
src/sentry/utils/committers.py
{ "start": 6168, "end": 6270 }
class ____(TypedDict): author: Author | None commits: Sequence[tuple[Commit, int]]
AuthorCommits
python
mwaskom__seaborn
tests/test_base.py
{ "start": 10770, "end": 15642 }
class ____: def test_plotter_default_init(self, long_df): p = VectorPlotter( data=long_df, variables=dict(x="x", y="y"), ) assert not hasattr(p, "_size_map") p = VectorPlotter( data=long_df, variables=dict(x="x", y="y", size="a"), ...
TestSizeMapping
python
apache__airflow
providers/google/src/airflow/providers/google/cloud/triggers/dataplex.py
{ "start": 1139, "end": 4851 }
class ____(BaseTrigger): """ DataplexDataQualityJobTrigger runs on the trigger worker and waits for the job to be `SUCCEEDED` state. :param job_id: Optional. The ID of a Dataplex job. :param data_scan_id: Required. DataScan identifier. :param project_id: Google Cloud Project where the job is runnin...
DataplexDataQualityJobTrigger
python
kamyu104__LeetCode-Solutions
Python/add-one-row-to-tree.py
{ "start": 29, "end": 154 }
class ____(object): def __init__(self, x): self.val = x self.left = None self.right = None
TreeNode
python
python-openxml__python-docx
src/docx/table.py
{ "start": 11188, "end": 12176 }
class ____(Parented): """Table column.""" def __init__(self, gridCol: CT_TblGridCol, parent: TableParent): super(_Column, self).__init__(parent) self._parent = parent self._gridCol = gridCol @property def cells(self) -> tuple[_Cell, ...]: """Sequence of |_Cell| instance...
_Column
python
PyCQA__pylint
tests/functional/r/regression_02/regression_no_member_7631.py
{ "start": 215, "end": 250 }
class ____(Base): attr: int
Parent
python
run-llama__llama_index
llama-index-integrations/postprocessor/llama-index-postprocessor-rankllm-rerank/llama_index/postprocessor/rankllm_rerank/base.py
{ "start": 667, "end": 6575 }
class ____(BaseNodePostprocessor): """ RankLLM reranking suite. This class allows access to several reranking models supported by RankLLM. To use a model offered by the RankLLM suite, pass the desired model's hugging face path, found at https://huggingface.co/castorini. e.g., to access LiT5-Distill-base, pass '...
RankLLMRerank
python
pytorch__pytorch
test/distributed/test_store.py
{ "start": 31104, "end": 33871 }
class ____(TestCase): def test_optional_methods_fail(self): class TestStore(dist.Store): pass store = TestStore() self.assertFalse(store.has_extended_api()) with self.assertRaisesRegex(RuntimeError, "Not implemented."): store.append("foo", "bar") with...
TestPythonStore
python
ray-project__ray
python/ray/data/tests/test_delta_sharing.py
{ "start": 3747, "end": 5475 }
class ____(unittest.TestCase): def test_valid_url(self): url = "profile#share.schema.table" expected_result = ("profile", "share", "schema", "table") self.assertEqual(_parse_delta_sharing_url(url), expected_result) def test_missing_hash(self): url = "profile-share.schema.table" ...
TestParseDeltaSharingUrl
python
dagster-io__dagster
python_modules/dagster/dagster_tests/components_tests/integration_tests/lib/duckdb_component/step_one.py
{ "start": 262, "end": 1410 }
class ____(dg.Component): """A component that allows you to write SQL without learning dbt or Dagster's concepts.""" def build_defs(self, context: ComponentLoadContext) -> dg.Definitions: name = "op_name" asset_specs = [dg.AssetSpec(key="the_key")] path = (context.path / Path("raw_custo...
DuckDbComponent
python
rapidsai__cudf
python/cudf/cudf/pandas/fast_slow_proxy.py
{ "start": 2548, "end": 3350 }
class ____: """ A totally unusable type. When a "fast" object is not available, it's useful to set it to _Unusable() so that any operations on it fail, and ensure fallback to the corresponding "slow" object. """ def __call__(self, *args: Any, **kwds: Any) -> Any: raise NotImplemente...
_Unusable
python
apache__airflow
providers/amazon/src/airflow/providers/amazon/aws/operators/sqs.py
{ "start": 1205, "end": 4764 }
class ____(AwsBaseOperator[SqsHook]): """ Publish a message to an Amazon SQS queue. .. seealso:: For more information on how to use this operator, take a look at the guide: :ref:`howto/operator:SqsPublishOperator` :param sqs_queue: The SQS queue url (templated) :param message_conte...
SqsPublishOperator
python
great-expectations__great_expectations
great_expectations/data_context/types/base.py
{ "start": 5855, "end": 7372 }
class ____(DictDot): def __init__( # noqa: PLR0913 # FIXME CoP self, name, class_name=None, module_name=None, orderby="asc", reference_list=None, order_keys_by=None, key_reference_list=None, datetime_format=None, **kwargs, ) -> Non...
SorterConfig
python
getsentry__sentry
src/sentry/notifications/notifications/strategies/role_based_recipient_strategy.py
{ "start": 547, "end": 3415 }
class ____(metaclass=ABCMeta): member_by_user_id: MutableMapping[int, OrganizationMember] = {} role: OrganizationRole | None = None scope: str | None = None def __init__(self, organization: Organization): self.organization = organization def get_member(self, user: RpcUser | Actor) -> Organ...
RoleBasedRecipientStrategy
python
walkccc__LeetCode
solutions/1976. Number of Ways to Arrive at Destination/1976.py
{ "start": 0, "end": 874 }
class ____: def countPaths(self, n: int, roads: list[list[int]]) -> int: graph = [[] for _ in range(n)] for u, v, w in roads: graph[u].append((v, w)) graph[v].append((u, w)) return self._dijkstra(graph, 0, n - 1) def _dijkstra( self, graph: list[list[tuple[int, int]]], s...
Solution
python
ray-project__ray
rllib/core/models/specs/specs_base.py
{ "start": 178, "end": 330 }
class ____: pass @Deprecated( help="The Spec checking APIs have been deprecated and cancelled without " "replacement.", error=True, )
Spec
python
pallets__jinja
src/jinja2/sandbox.py
{ "start": 4898, "end": 13757 }
class ____(Environment): """The sandboxed environment. It works like the regular environment but tells the compiler to generate sandboxed code. Additionally subclasses of this environment may override the methods that tell the runtime what attributes or functions are safe to access. If the templa...
SandboxedEnvironment
python
scipy__scipy
benchmarks/benchmarks/go_benchmark_functions/go_funcs_Z.py
{ "start": 2694, "end": 3768 }
class ____(Benchmark): r""" Zettl objective function. This class defines the Zettl [1]_ global optimization problem. This is a multimodal minimization problem defined as follows: .. math:: f_{\text{Zettl}}(x) = \frac{1}{4} x_{1} + \left(x_{1}^{2} - 2 x_{1} + x...
Zettl
python
anthropics__anthropic-sdk-python
examples/structured_outputs_streaming.py
{ "start": 196, "end": 757 }
class ____(pydantic.BaseModel): product_name: str price: float quantity: int client = anthropic.Anthropic() prompt = """ Extract the product name, price, and quantity from this customer message: "Hi, I’d like to order 2 packs of Green Tea for 5.50 dollars each." """ with client.beta.messages.stream( ...
Order
python
kamyu104__LeetCode-Solutions
Python/remove-palindromic-subsequences.py
{ "start": 29, "end": 376 }
class ____(object): def removePalindromeSub(self, s): """ :type s: str :rtype: int """ def is_palindrome(s): for i in xrange(len(s)//2): if s[i] != s[-1-i]: return False return True return 2 - is_pal...
Solution
python
scipy__scipy
scipy/stats/tests/test_morestats.py
{ "start": 105931, "end": 112019 }
class ____: def setup_method(self): self.x = _old_loggamma_rvs(5, size=50, random_state=12345) + 5 def test_pearsonr(self): maxlog = stats.boxcox_normmax(self.x) assert_allclose(maxlog, 1.804465, rtol=1e-6) def test_mle(self): maxlog = stats.boxcox_normmax(self.x, method='m...
TestBoxcoxNormmax
python
apache__airflow
dev/breeze/tests/test_ui_commands.py
{ "start": 6667, "end": 6875 }
class ____: def test_locale_files_creation(self): lf = LocaleFiles(locale="en", files=["test.json", "common.json"]) assert lf.locale == "en" assert len(lf.files) == 2
TestLocaleFiles
python
huggingface__transformers
tests/models/cohere2/test_modeling_cohere2.py
{ "start": 1838, "end": 2918 }
class ____(ModelTesterMixin, GenerationTesterMixin, PipelineTesterMixin, unittest.TestCase): all_model_classes = (Cohere2Model, Cohere2ForCausalLM) if is_torch_available() else () pipeline_model_mapping = ( { "feature-extraction": Cohere2Model, "text-generation": Cohere2ForCausal...
Cohere2ModelTest
python
Unity-Technologies__ml-agents
ml-agents/mlagents/trainers/torch_entities/networks.py
{ "start": 18212, "end": 20050 }
class ____(nn.Module, Critic): def __init__( self, stream_names: List[str], observation_specs: List[ObservationSpec], network_settings: NetworkSettings, encoded_act_size: int = 0, outputs_per_stream: int = 1, ): # This is not a typo, we want to call __ini...
ValueNetwork
python
numba__numba
numba/core/datamodel/models.py
{ "start": 4400, "end": 5067 }
class ____(DataModel): """ A data model for omitted arguments. Only the "argument" representation is defined, other representations raise a NotImplementedError. """ # Omitted arguments are using a dummy value type def get_value_type(self): return ir.LiteralStructType([]) # Omitted ...
OmittedArgDataModel
python
huggingface__transformers
src/transformers/models/deberta/modeling_deberta.py
{ "start": 42107, "end": 44436 }
class ____(DebertaPreTrainedModel): def __init__(self, config): super().__init__(config) self.num_labels = config.num_labels self.deberta = DebertaModel(config) self.dropout = nn.Dropout(config.hidden_dropout_prob) self.classifier = nn.Linear(config.hidden_size, config.num_l...
DebertaForTokenClassification
python
weaviate__weaviate-python-client
weaviate/collections/classes/config_vectorizers.py
{ "start": 17617, "end": 18071 }
class ____(_Multi2VecBase): vectorizer: Union[Vectorizers, _EnumLikeStr] = Field( default=Vectorizers.MULTI2MULTI_JINAAI, frozen=True, exclude=True ) baseURL: Optional[AnyHttpUrl] model: Optional[str] def _to_dict(self) -> Dict[str, Any]: ret_dict = super()._to_dict() if sel...
_Multi2MultiVecJinaConfig
python
apache__airflow
providers/google/tests/unit/google/cloud/operators/test_pubsub.py
{ "start": 3843, "end": 11017 }
class ____: @mock.patch("airflow.providers.google.cloud.operators.pubsub.PubSubHook") def test_execute(self, mock_hook): operator = PubSubCreateSubscriptionOperator( task_id=TASK_ID, project_id=TEST_PROJECT, topic=TEST_TOPIC, subscription=TEST_SUBSCRIPTION ) mock_hook.return_...
TestPubSubSubscriptionCreateOperator
python
dagster-io__dagster
python_modules/automation/automation_tests/dagster_docs_tests/test_path_converters.py
{ "start": 4009, "end": 5624 }
class ____: def test_create_converter(self): converter = simple_package_converter("mypackage") root = Path("/project") file_path = root / "submodule.py" result = converter(file_path, root) assert result == "mypackage.submodule" def test_nested_modules(self): co...
TestSimplePackageConverter
python
apache__airflow
providers/microsoft/azure/tests/unit/microsoft/azure/operators/test_asb.py
{ "start": 14120, "end": 16842 }
class ____: def test_init(self): """ Test init by creating ASBCreateSubscriptionOperator with task id, subscription name, topic name and asserting with value """ asb_create_subscription = AzureServiceBusSubscriptionCreateOperator( task_id="asb_create_subscription"...
TestASBCreateSubscriptionOperator
python
huggingface__transformers
tests/utils/test_hf_argparser.py
{ "start": 1734, "end": 1795 }
class ____(Enum): titi = "titi" toto = "toto"
BasicEnum
python
bokeh__bokeh
src/bokeh/events.py
{ "start": 11355, "end": 11793 }
class ____(PlotEvent): ''' Announce the end of "interactive level-of-detail" mode on a plot. During interactive actions such as panning or zooming, Bokeh can optionally, temporarily draw a reduced set of the data, in order to maintain high interactive rates. This is referred to as interactive Level...
LODEnd
python
PrefectHQ__prefect
src/integrations/prefect-kubernetes/prefect_kubernetes/worker.py
{ "start": 25652, "end": 38069 }
class ____( BaseWorker[ "KubernetesWorkerJobConfiguration", "KubernetesWorkerVariables", "KubernetesWorkerResult", ] ): """Prefect worker that executes flow runs within Kubernetes Jobs.""" type: str = "kubernetes" job_configuration = KubernetesWorkerJobConfiguration job_...
KubernetesWorker
python
huggingface__transformers
tests/models/auto/test_video_processing_auto.py
{ "start": 1212, "end": 11158 }
class ____(unittest.TestCase): def setUp(self): transformers.dynamic_module_utils.TIME_OUT_REMOTE_CODE = 0 def test_video_processor_from_model_shortcut(self): config = AutoVideoProcessor.from_pretrained("llava-hf/llava-onevision-qwen2-0.5b-ov-hf") self.assertIsInstance(config, LlavaOnev...
AutoVideoProcessorTest
python
realpython__materials
python-311/programmers.py
{ "start": 242, "end": 664 }
class ____: name: str life_span: tuple[int, int] @classmethod def from_dict(cls, info: Info) -> Self: return cls( name=f"{info['name']['first']} {info['name']['last']}", life_span=(info["birth"]["year"], info["death"]["year"]), ) def convert_pair(first: Info, s...
Person
python
huggingface__transformers
src/transformers/models/electra/modeling_electra.py
{ "start": 1901, "end": 6177 }
class ____(nn.Module): """Construct the embeddings from word, position and token_type embeddings.""" def __init__(self, config): super().__init__() self.word_embeddings = nn.Embedding(config.vocab_size, config.embedding_size, padding_idx=config.pad_token_id) self.position_embeddings = n...
ElectraEmbeddings
python
huggingface__transformers
src/transformers/models/vit_mae/modeling_vit_mae.py
{ "start": 5899, "end": 11729 }
class ____(nn.Module): """ Construct the CLS token, position and patch embeddings. """ def __init__(self, config): super().__init__() self.cls_token = nn.Parameter(torch.zeros(1, 1, config.hidden_size)) self.patch_embeddings = ViTMAEPatchEmbeddings(config) self.num_pat...
ViTMAEEmbeddings