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python
vyperlang__vyper
vyper/semantics/environment.py
{ "start": 272, "end": 414 }
class ____(VyperType): def __eq__(self, other): return self is other def __hash__(self): return hash(id(self))
_EnvType
python
cython__cython
Cython/Debugger/Tests/test_libcython_in_gdb.py
{ "start": 10101, "end": 10826 }
class ____(DebugTestCase): def test_backtrace(self): libcython.parameters.colorize_code.value = False self.break_and_run('os.path.join("foo", "bar")') def match_backtrace_output(result): assert re.search(r'\#\d+ *0x.* in spam\(\) at .*codefile\.pyx:22', ...
TestBacktrace
python
pandas-dev__pandas
pandas/tests/series/indexing/test_getitem.py
{ "start": 6872, "end": 11531 }
class ____: def test_getitem_partial_str_slice_with_datetimeindex(self): # GH#34860 arr = date_range("1/1/2008", "1/1/2009") ser = arr.to_series() result = ser["2008"] rng = date_range(start="2008-01-01", end="2008-12-31") expected = Series(rng, index=rng) t...
TestSeriesGetitemSlices
python
numpy__numpy
numpy/f2py/symbolic.py
{ "start": 2608, "end": 2793 }
class ____(Enum): """ Used in Op.APPLY expression to specify the function part. """ POS = 1 NEG = 2 ADD = 3 SUB = 4 MUL = 5 DIV = 6 POW = 7
ArithOp
python
charliermarsh__ruff
crates/ruff_linter/resources/test/fixtures/pydoclint/DOC202_google.py
{ "start": 854, "end": 1233 }
class ____(metaclass=abc.abcmeta): @abc.abstractmethod def f(self): """Lorem ipsum Returns: dict: The values """ return # DOC202 -- never explicitly returns anything, just short-circuits def foo(s: str, condition: bool): """Fooey things. Returns: N...
A
python
huggingface__transformers
src/transformers/models/convnextv2/configuration_convnextv2.py
{ "start": 912, "end": 5564 }
class ____(BackboneConfigMixin, PreTrainedConfig): r""" This is the configuration class to store the configuration of a [`ConvNextV2Model`]. It is used to instantiate an ConvNeXTV2 model according to the specified arguments, defining the model architecture. Instantiating a configuration with the default...
ConvNextV2Config
python
getsentry__sentry
src/sentry/plugins/base/view.py
{ "start": 166, "end": 1026 }
class ____: """ A mix-in which provides a render method which returns a special object to enable embedding of content within base-views. """ def redirect(self, url: str) -> HttpResponseRedirect: """ Returns a redirect response type. """ return HttpResponseRedirect(ur...
PluggableViewMixin
python
walkccc__LeetCode
solutions/1750. Minimum Length of String After Deleting Similar Ends/1750.py
{ "start": 0, "end": 257 }
class ____: def minimumLength(self, s: str) -> int: i = 0 j = len(s) - 1 while i < j and s[i] == s[j]: c = s[i] while i <= j and s[i] == c: i += 1 while i <= j and s[j] == c: j -= 1 return j - i + 1
Solution
python
apache__airflow
providers/google/tests/unit/google/cloud/operators/test_dataproc.py
{ "start": 122443, "end": 123919 }
class ____: @mock.patch(DATAPROC_PATH.format("DataprocHook")) def test_execute(self, mock_hook): op = DataprocCreateWorkflowTemplateOperator( task_id=TASK_ID, gcp_conn_id=GCP_CONN_ID, impersonation_chain=IMPERSONATION_CHAIN, region=GCP_REGION, ...
TestDataprocCreateWorkflowTemplateOperator
python
allegroai__clearml
clearml/backend_api/services/v2_13/models.py
{ "start": 25148, "end": 36275 }
class ____(Request): """ Create a new model not associated with a task :param uri: URI for the model :type uri: str :param name: Model name Unique within the company. :type name: str :param comment: Model comment :type comment: str :param tags: User-defined tags list :type tags:...
CreateRequest
python
pennersr__django-allauth
allauth/socialaccount/providers/soundcloud/provider.py
{ "start": 227, "end": 450 }
class ____(ProviderAccount): def get_profile_url(self): return self.account.extra_data.get("permalink_url") def get_avatar_url(self): return self.account.extra_data.get("avatar_url")
SoundCloudAccount
python
doocs__leetcode
solution/0300-0399/0352.Data Stream as Disjoint Intervals/Solution.py
{ "start": 0, "end": 1085 }
class ____: def __init__(self): self.mp = SortedDict() def addNum(self, val: int) -> None: n = len(self.mp) ridx = self.mp.bisect_right(val) lidx = n if ridx == 0 else ridx - 1 keys = self.mp.keys() values = self.mp.values() if ( lidx != n ...
SummaryRanges
python
PrefectHQ__prefect
tests/cli/deployment/test_deployment_cli.py
{ "start": 42249, "end": 44214 }
class ____: def test_delete_single_deployment(self, flojo_deployment: DeploymentResponse): invoke_and_assert( [ "deployment", "delete", f"rence-griffith/{flojo_deployment.name}", ], expected_code=0, ) @pytest.fi...
TestDeploymentDelete
python
Textualize__textual
src/textual/_animator.py
{ "start": 1017, "end": 1416 }
class ____(Protocol): """Protocol for objects that can have their intrinsic values animated. For example, the transition between two colors can be animated because the class [`Color`][textual.color.Color.blend] satisfies this protocol. """ def blend( self: ReturnType, destination: ReturnTy...
Animatable
python
spyder-ide__spyder
spyder/plugins/workingdirectory/container.py
{ "start": 1290, "end": 1454 }
class ____: PathComboBox = 'path_combo' # ---- Widgets # ----------------------------------------------------------------------------
WorkingDirectoryToolbarItems
python
django__django
tests/swappable_models/models.py
{ "start": 207, "end": 378 }
class ____(models.Model): title = models.CharField(max_length=100) publication_date = models.DateField() byline = models.CharField(max_length=100)
AlternateArticle
python
doocs__leetcode
solution/0400-0499/0427.Construct Quad Tree/Solution.py
{ "start": 329, "end": 1213 }
class ____: def construct(self, grid: List[List[int]]) -> 'Node': def dfs(a, b, c, d): zero = one = 0 for i in range(a, c + 1): for j in range(b, d + 1): if grid[i][j] == 0: zero = 1 else: ...
Solution
python
astropy__astropy
astropy/modeling/functional_models.py
{ "start": 77186, "end": 79553 }
class ____(Fittable1DModel): """ One dimensional Box model. Parameters ---------- amplitude : float Amplitude A x_0 : float Position of the center of the box function width : float Width of the box See Also -------- Box2D, TrapezoidDisk2D Notes ...
Box1D
python
kamyu104__LeetCode-Solutions
Python/non-negative-integers-without-consecutive-ones.py
{ "start": 29, "end": 614 }
class ____(object): def findIntegers(self, num): """ :type num: int :rtype: int """ dp = [0] * 32 dp[0], dp[1] = 1, 2 for i in xrange(2, len(dp)): dp[i] = dp[i-1] + dp[i-2] result, prev_bit = 0, 0 for i in reversed(xrange(31)): ...
Solution
python
getsentry__sentry
src/sentry/workflow_engine/endpoints/serializers/alertrule_workflow_serializer.py
{ "start": 189, "end": 341 }
class ____(TypedDict): ruleId: str | None alertRuleId: str | None workflowId: str @register(AlertRuleWorkflow)
ActionHandlerSerializerResponse
python
langchain-ai__langchain
libs/langchain/langchain_classic/chains/constitutional_ai/base.py
{ "start": 1024, "end": 12455 }
class ____(Chain): r'''Chain for applying constitutional principles. !!! note This class is deprecated. See below for a replacement implementation using LangGraph. The benefits of this implementation are: - Uses LLM tool calling features instead of parsing string responses; - S...
ConstitutionalChain
python
getsentry__sentry
src/sentry/search/events/builder/profile_functions.py
{ "start": 1079, "end": 3004 }
class ____: def resolve_column_name(self: ProfileFunctionsQueryBuilderProtocol, col: str) -> str: # giving resolved a type here convinces mypy that the type is str resolved: str = self.config.resolve_column(col) return resolved def get_field_type(self: ProfileFunctionsQueryBuilderProtoc...
ProfileFunctionsQueryBuilderMixin
python
HypothesisWorks__hypothesis
hypothesis-python/src/hypothesis/internal/conjecture/data.py
{ "start": 12190, "end": 12536 }
class ____(SpanProperty): def __init__(self, spans: "Spans") -> None: super().__init__(spans) self.result: set[int] = set() def finish(self) -> frozenset[int]: return frozenset(self.result) def stop_span(self, i: int, *, discarded: bool) -> None: if discarded: s...
_discarded
python
astropy__astropy
astropy/io/ascii/tdat.py
{ "start": 26881, "end": 31336 }
class ____(core.BaseReader): """TDAT format See: https://heasarc.gsfc.nasa.gov/docs/software/dbdocs/tdat.html Example:: <HEADER> # # and // are comments table_name = example_table table_description = "Example table" # # Table Parameters # field[id] = intege...
Tdat
python
microsoft__pyright
packages/pyright-internal/src/tests/samples/typedDictClosed4.py
{ "start": 525, "end": 780 }
class ____(TypedDict, extra_items=int | None): name: str year: int | None details2: MovieDetails2 = {"name": "Kill Bill Vol. 1", "year": 2003} # This should generate an error because "year" is not required. movie2: Movie1 = details2
MovieDetails2
python
paramiko__paramiko
tests/test_util.py
{ "start": 1549, "end": 4939 }
class ____(unittest.TestCase): def test_imports(self): """ Verify that all the classes can be imported from paramiko. """ for name in ( "Agent", "AgentKey", "AuthenticationException", "AuthFailure", "AuthHandler", ...
UtilTest
python
django__django
django/contrib/contenttypes/migrations/0001_initial.py
{ "start": 85, "end": 1434 }
class ____(migrations.Migration): dependencies = [] operations = [ migrations.CreateModel( name="ContentType", fields=[ ( "id", models.AutoField( verbose_name="ID", serialize=...
Migration
python
facebook__pyre-check
source/interprocedural_analyses/taint/test/integration/closure.py
{ "start": 1867, "end": 6143 }
class ____: pass def closure(): obj = Object() def source(): obj.x = _test_source() def sink(): _test_sink(obj.x) return source, sink def closure_flow(): # TODO(T168869049): False Negative source, sink = closure() source() sink() def closure_no_flow(): so...
Object
python
numpy__numpy
numpy/_core/tests/test_umath.py
{ "start": 117907, "end": 118073 }
class ____: def test_radians(self): assert_almost_equal(ncu.radians(180.0), np.pi) assert_almost_equal(ncu.radians(-90.0), -0.5 * np.pi)
TestRadians
python
sphinx-doc__sphinx
sphinx/domains/index.py
{ "start": 2041, "end": 3108 }
class ____(SphinxDirective): """Directive to add entries to the index.""" has_content = False required_arguments = 1 optional_arguments = 0 final_argument_whitespace = True option_spec: ClassVar[OptionSpec] = { 'name': directives.unchanged, } def run(self) -> list[Node]: ...
IndexDirective
python
Lightning-AI__lightning
src/lightning/pytorch/demos/transformer.py
{ "start": 5517, "end": 6655 }
class ____: def __init__(self) -> None: self.word2idx: dict[str, int] = {} self.idx2word: list[str] = [] def add_word(self, word: str) -> int: if word not in self.word2idx: self.idx2word.append(word) self.word2idx[word] = len(self.idx2word) - 1 return sel...
Dictionary
python
redis__redis-py
redis/commands/bf/__init__.py
{ "start": 4600, "end": 5724 }
class ____(CFCommands, AbstractBloom): def __init__(self, client, **kwargs): """Create a new RedisBloom client.""" # Set the module commands' callbacks _MODULE_CALLBACKS = { CF_RESERVE: bool_ok, # CF_ADD: spaceHolder, # CF_ADDNX: spaceHolder, #...
CFBloom
python
apache__airflow
providers/apache/hive/tests/unit/apache/hive/operators/test_hive.py
{ "start": 1149, "end": 2198 }
class ____(TestHiveEnvironment): def test_hive_airflow_default_config_queue(self): op = HiveOperator( task_id="test_default_config_queue", hql=self.hql, mapred_queue_priority="HIGH", mapred_job_name="airflow.test_default_config_queue", dag=self.dag...
HiveOperatorConfigTest
python
dagster-io__dagster
examples/docs_snippets/docs_snippets/guides/components/shell-script-component/with-build-defs-pythonic.py
{ "start": 104, "end": 978 }
class ____(dg.Component, dg.Resolvable): """Models a shell script as a Dagster asset.""" def __init__(self, script_path: str, asset_specs: Sequence[dg.ResolvedAssetSpec]): self.script_path = script_path self.asset_specs = asset_specs # highlight-start def build_defs(self, context: dg.C...
ShellCommand
python
kamyu104__LeetCode-Solutions
Python/walking-robot-simulation-ii.py
{ "start": 29, "end": 1226 }
class ____(object): def __init__(self, width, height): """ :type width: int :type height: int """ self.__w = width self.__h = height self.__curr = 0 def move(self, num): """ :type num: int :rtype: None """ self.__c...
Robot
python
allegroai__clearml
examples/reporting/hyper_parameters.py
{ "start": 2148, "end": 3815 }
class ____(TaskParameters): iterations = param( type=int, desc="Number of iterations to run", range=(0, 100000), ) target_accuracy = percent_param( desc="The target accuracy of the model", ) my_task_parameters = MyTaskParameters(iterations=1000, target_accuracy=0.95) ...
MyTaskParameters
python
run-llama__llama_index
llama-index-integrations/vector_stores/llama-index-vector-stores-jaguar/llama_index/vector_stores/jaguar/base.py
{ "start": 1036, "end": 16562 }
class ____(BasePydanticVectorStore): """ Jaguar vector store. See http://www.jaguardb.com See http://github.com/fserv/jaguar-sdk Examples: `pip install llama-index-vector-stores-jaguar` ```python from llama_index.vector_stores.jaguar import JaguarVectorStore vector...
JaguarVectorStore
python
dagster-io__dagster
python_modules/automation/automation_tests/dagster_docs_tests/test_path_converters.py
{ "start": 2393, "end": 4009 }
class ____: def test_simple_module(self): root = Path("/project") file_path = root / "mypackage" / "module.py" result = generic_path_converter(file_path, root) assert result == "mypackage.module" def test_nested_module(self): root = Path("/project") file_path = ...
TestGenericPathConverter
python
jazzband__django-simple-history
simple_history/management/commands/populate_history.py
{ "start": 206, "end": 6197 }
class ____(BaseCommand): args = "<app.model app.model ...>" help = ( "Populates the corresponding HistoricalRecords field with " "the current state of all instances in a model" ) COMMAND_HINT = "Please specify a model or use the --auto option" MODEL_NOT_FOUND = "Unable to find model...
Command
python
pydata__xarray
xarray/groupers.py
{ "start": 5244, "end": 6186 }
class ____(Grouper): """ Abstract base class for Grouper objects that allow specializing resampling-type GroupBy instructions. Currently only used for TimeResampler, but could be used for SpaceResampler in the future. """ def compute_chunks(self, variable: Variable, *, dim: Hashable) -> tuple[int,...
Resampler
python
huggingface__transformers
src/transformers/models/emu3/modeling_emu3.py
{ "start": 43271, "end": 43748 }
class ____(PreTrainedModel): config: Emu3Config base_model_prefix = "model" input_modalities = ("image", "text") supports_gradient_checkpointing = True _no_split_modules = [ "Emu3DecoderLayer", ] _skip_keys_device_placement = ["past_key_values", "causal_mask"] _supports_flash_att...
Emu3PreTrainedModel
python
encode__django-rest-framework
tests/test_requests_client.py
{ "start": 1223, "end": 1552 }
class ____(APIView): def get(self, request): headers = { key[5:].replace('_', '-'): value for key, value in request.META.items() if key.startswith('HTTP_') } return Response({ 'method': request.method, 'headers': headers }) ...
HeadersView
python
pytorch__pytorch
test/test_dataloader.py
{ "start": 29076, "end": 32570 }
class ____(IterableDataset): def __init__(self, size, error_event): self.error_event = error_event self.size = size self.remaining = size def __len__(self): return self.size def __iter__(self): return self def __next__(self): worker_info = torch.utils.d...
TestProperExitIterableDataset
python
jazzband__django-polymorphic
src/polymorphic/tests/models.py
{ "start": 8359, "end": 8516 }
class ____(models.Model): uuid_primary_key = models.UUIDField(primary_key=True, default=uuid.uuid1) field1 = models.CharField(max_length=30)
UUIDPlainA
python
fluentpython__example-code
06-dp-1class-func/classic_strategy.py
{ "start": 2468, "end": 2784 }
class ____(Promotion): # second Concrete Strategy """10% discount for each LineItem with 20 or more units""" def discount(self, order): discount = 0 for item in order.cart: if item.quantity >= 20: discount += item.total() * .1 return discount
BulkItemPromo
python
pyqtgraph__pyqtgraph
pyqtgraph/examples/optics/pyoptic.py
{ "start": 17094, "end": 17627 }
class ____(QtCore.QObject): """ Simple ray tracer. Initialize with a list of rays and optics; calling trace() will cause rays to be extended by propagating them through each optic in sequence. """ def __init__(self, rays, optics): QtCore.QObject.__init__(self) self.opt...
Tracer
python
huggingface__transformers
examples/modular-transformers/configuration_duplicated_method.py
{ "start": 733, "end": 9723 }
class ____(PreTrainedConfig): r""" This is the configuration class to store the configuration of a [`DuplicatedMethodModel`]. It is used to instantiate an DuplicatedMethod model according to the specified arguments, defining the model architecture. Instantiating a configuration with the defaults will yi...
DuplicatedMethodConfig
python
dagster-io__dagster
python_modules/dagster/dagster/_core/errors.py
{ "start": 3787, "end": 4574 }
class ____(DagsterError): """Indicates that you have attempted to construct a Pythonic config or resource class with an invalid value.""" def __init__( self, config_class: Optional[type], field_name: Optional[str], invalid_type: Any, is_resource: bool = False, **...
DagsterInvalidPythonicConfigDefinitionError
python
pytest-dev__pytest
src/_pytest/_code/code.py
{ "start": 16230, "end": 30168 }
class ____(Generic[E]): """Wraps sys.exc_info() objects and offers help for navigating the traceback.""" _assert_start_repr: ClassVar = "AssertionError('assert " _excinfo: tuple[type[E], E, TracebackType] | None _striptext: str _traceback: Traceback | None def __init__( self, ...
ExceptionInfo
python
bokeh__bokeh
src/bokeh/util/token.py
{ "start": 8197, "end": 8391 }
class ____(json.JSONEncoder): def default(self, o: Any) -> Any: if isinstance(o, bytes): return dict(bytes=_base64_encode(o)) return super().default(o)
_BytesEncoder
python
google__jax
jax/_src/pallas/pipelining/schedule_api.py
{ "start": 1372, "end": 2066 }
class ____: """Constructs a synchronous pipeline stage.""" def __init__(self, func, max_in_flight: int): self.func = func self.max_in_flight = max_in_flight def trace( self, abstract_refs, state_avals, grid ) -> internal.PipelineStage: jaxpr, effs = trace_fun( self.func, abstract_ref...
SyncStage
python
sympy__sympy
sympy/physics/quantum/operator.py
{ "start": 14728, "end": 19657 }
class ____(Operator): """An operator for representing the differential operator, i.e. d/dx It is initialized by passing two arguments. The first is an arbitrary expression that involves a function, such as ``Derivative(f(x), x)``. The second is the function (e.g. ``f(x)``) which we are to replace with ...
DifferentialOperator
python
huggingface__transformers
src/transformers/models/segformer/modeling_segformer.py
{ "start": 11516, "end": 13327 }
class ____(nn.Module): """This corresponds to the Block class in the original implementation.""" def __init__(self, config, hidden_size, num_attention_heads, drop_path, sequence_reduction_ratio, mlp_ratio): super().__init__() self.layer_norm_1 = nn.LayerNorm(hidden_size) self.attention ...
SegformerLayer
python
altair-viz__altair
altair/vegalite/v6/schema/core.py
{ "start": 1130196, "end": 1130630 }
class ____(ScaleInvalidDataShowAsangle): """ ScaleInvalidDataShowAsValueangle schema wrapper. Parameters ---------- value : float The rotation angle of the text, in degrees. """ _schema = {"$ref": '#/definitions/ScaleInvalidDataShowAsValue<"angle">'} def __init__(self, value: ...
ScaleInvalidDataShowAsValueangle
python
apache__airflow
providers/google/tests/unit/google/cloud/operators/test_alloy_db.py
{ "start": 26486, "end": 31254 }
class ____: def setup_method(self): self.operator = AlloyDBDeleteClusterOperator( task_id=TEST_TASK_ID, cluster_id=TEST_CLUSTER_ID, etag=TEST_ETAG, force=TEST_FORCE, project_id=TEST_GCP_PROJECT, location=TEST_GCP_REGION, gcp...
TestAlloyDBDeleteClusterOperator
python
python__mypy
mypyc/test/test_emitfunc.py
{ "start": 34278, "end": 36172 }
class ____(unittest.TestCase): def setUp(self) -> None: self.arg = RuntimeArg("arg", int_rprimitive) self.reg = Register(int_rprimitive, "arg") self.block = BasicBlock(0) def test_simple(self) -> None: self.block.ops.append(Return(self.reg)) fn = FuncIR( Func...
TestGenerateFunction
python
PrefectHQ__prefect
src/prefect/serializers.py
{ "start": 5445, "end": 7831 }
class ____(Serializer[D]): """ Serializes data to JSON. Input types must be compatible with the stdlib json library. Wraps the `json` library to serialize to UTF-8 bytes instead of string types. """ type: str = Field(default="json", frozen=True) jsonlib: str = "json" object_encoder: ...
JSONSerializer
python
huggingface__transformers
src/transformers/models/bigbird_pegasus/modeling_bigbird_pegasus.py
{ "start": 83667, "end": 94948 }
class ____(BigBirdPegasusPreTrainedModel): """ Transformer decoder consisting of *config.decoder_layers* layers. Each layer is a [`BigBirdPegasusDecoderLayer`] Args: config: BigBirdPegasusConfig embed_tokens (nn.Embedding): output embedding """ def __init__(self, config: BigBirdPeg...
BigBirdPegasusDecoder
python
google__jax
jax/experimental/mosaic/gpu/constraints.py
{ "start": 1635, "end": 1817 }
class ____(Constant): """Wraps a known TMEM layout.""" value: tcgen05.TMEMLayout def __str__(self): return f"C({self.value})" @dataclasses.dataclass(frozen=True)
TMEMLayout
python
python-markdown__markdown
markdown/inlinepatterns.py
{ "start": 16944, "end": 18093 }
class ____(InlineProcessor): """ Return a `<code>` element containing the escaped matching text. """ def __init__(self, pattern: str): InlineProcessor.__init__(self, pattern) self.ESCAPED_BSLASH = '{}{}{}'.format(util.STX, ord('\\'), util.ETX) self.tag = 'code' """ The tag of the...
BacktickInlineProcessor
python
django__django
tests/model_forms/models.py
{ "start": 9619, "end": 10079 }
class ____(models.CharField): def __init__(self, *args, **kwargs): kwargs["max_length"] = 20 super().__init__(*args, **kwargs) def formfield(self, **kwargs): # don't allow this field to be used in form (real use-case might be # that you know the markup will always be X, but it i...
MarkupField
python
pytest-dev__pytest
testing/test_assertion.py
{ "start": 13137, "end": 14216 }
class ____: def test_pytest_assertrepr_compare_called(self, pytester: Pytester) -> None: pytester.makeconftest( """ import pytest values = [] def pytest_assertrepr_compare(op, left, right): values.append((op, left, right)) @pytest....
TestBinReprIntegration
python
PyCQA__pylint
pylint/pyreverse/diagrams.py
{ "start": 2082, "end": 10104 }
class ____(Figure, FilterMixIn): """Main class diagram handling.""" TYPE = "class" def __init__(self, title: str, mode: str) -> None: FilterMixIn.__init__(self, mode) Figure.__init__(self) self.title = title # TODO: Specify 'Any' after refactor of `DiagramEntity` se...
ClassDiagram
python
kamyu104__LeetCode-Solutions
Python/verify-preorder-sequence-in-binary-search-tree.py
{ "start": 29, "end": 465 }
class ____(object): # @param {integer[]} preorder # @return {boolean} def verifyPreorder(self, preorder): low, i = float("-inf"), -1 for p in preorder: if p < low: return False while i >= 0 and p > preorder[i]: low = preorder[i] ...
Solution
python
huggingface__transformers
src/transformers/models/mpt/modeling_mpt.py
{ "start": 6166, "end": 6934 }
class ____(nn.Module): def __init__(self, config: MptConfig): super().__init__() hidden_size = config.hidden_size self.up_proj = nn.Linear(hidden_size, 4 * hidden_size, bias=False) self.act = nn.GELU(approximate="none") self.down_proj = nn.Linear(4 * hidden_size, hidden_size...
MptMLP
python
kamyu104__LeetCode-Solutions
Python/sum-of-weighted-modes-in-subarrays.py
{ "start": 905, "end": 1521 }
class ____(object): def modeWeight(self, nums, k): """ :type nums: List[int] :type k: int :rtype: int """ cnt = collections.defaultdict(int) max_heap = [] result = 0 for i in xrange(len(nums)): cnt[nums[i]] += 1 heapq.he...
Solution2
python
scipy__scipy
scipy/optimize/_optimize.py
{ "start": 18446, "end": 40469 }
class ____(RuntimeError): pass def _wrap_scalar_function_maxfun_validation(function, args, maxfun): # wraps a minimizer function to count number of evaluations # and to easily provide an args kwd. ncalls = [0] if function is None: return ncalls, None def function_wrapper(x, *wrapper_a...
_MaxFuncCallError
python
huggingface__transformers
tests/models/flava/test_modeling_flava.py
{ "start": 35722, "end": 42001 }
class ____(FlavaModelTester): model_class = FlavaForPreTraining def prepare_config_and_inputs_for_common(self): _, pixel_values, bool_masked_pos = self.image_model_tester.prepare_config_and_inputs() _, input_ids, token_type_ids, attention_mask = self.text_model_tester.prepare_config_and_inputs(...
FlavaForPreTrainingTester
python
facebook__pyre-check
scripts/build_pypi_sanity_test.py
{ "start": 386, "end": 6165 }
class ____(Exception): pass def production_assert(value: bool, *args: Any) -> None: if not value: raise AssertionError(*args) def validate_configuration(temporary_project_path: Path) -> None: configuration_path = temporary_project_path / ".pyre_configuration" try: configuration = jso...
AssertionError
python
run-llama__llama_index
llama-index-integrations/llms/llama-index-llms-gaudi/llama_index/llms/gaudi/base.py
{ "start": 835, "end": 18273 }
class ____(HuggingFaceLLM): r""" GaudiLLM LLM. Examples: `pip install llama-index-llms-gaudi` ```python from llama_index.llms.gaudi import GaudiLLM import argparse import os, logging def setup_parser(parser): # Arguments management p...
GaudiLLM
python
davidhalter__jedi
test/completion/classes.py
{ "start": 4425, "end": 4574 }
class ____(): def __call__(self): return 1 #? int() CallClass()() # ----------------- # variable assignments # -----------------
CallClass
python
google__pytype
pytype/tests/test_match1.py
{ "start": 143, "end": 4498 }
class ____(test_base.BaseTest): """Tests for matching types.""" def test_type_against_callable(self): with test_utils.Tempdir() as d: d.create_file( "foo.pyi", """ from typing import Callable def f(x: Callable) -> str: ... """, ) ty = self.Infer( ...
MatchTest
python
huggingface__transformers
src/transformers/models/blenderbot/modeling_blenderbot.py
{ "start": 3368, "end": 4990 }
class ____(nn.Embedding): """ This module overrides nn.Embeddings' forward by multiplying with embeddings scale. """ def __init__(self, num_embeddings: int, embedding_dim: int, padding_idx: int, embed_scale: Optional[float] = 1.0): super().__init__(num_embeddings, embedding_dim, padding_idx) ...
BlenderbotScaledWordEmbedding
python
getsentry__sentry
src/sentry/users/models/lostpasswordhash.py
{ "start": 718, "end": 4157 }
class ____(Model): __relocation_scope__ = RelocationScope.Excluded user = FlexibleForeignKey(settings.AUTH_USER_MODEL, unique=True) hash = models.CharField(max_length=32) date_added = models.DateTimeField(default=timezone.now) class Meta: app_label = "sentry" db_table = "sentry_los...
LostPasswordHash
python
google__pytype
pytype/typegraph/typegraph_serializer.py
{ "start": 2358, "end": 7352 }
class ____(json.JSONEncoder): """Implements the JSONEncoder behavior for typegraph objects.""" def __init__(self, *args, **kwargs): super().__init__(*args, **kwargs) self._bindings: dict[int, cfg.Binding] = {} def _encode_program(self, program: cfg.Program) -> dict[str, Any]: # Surprisingly, program...
TypegraphEncoder
python
vyperlang__vyper
vyper/ast/utils.py
{ "start": 152, "end": 1881 }
class ____: """ Class to convert between character offsets in a text string, and pairs (line, column) of 1-based line and 0-based column numbers. Vendored from asttokens. """ def __init__(self, text: str) -> None: # a list of character offsets of each line's first character sel...
LineNumbers
python
PrefectHQ__prefect
src/integrations/prefect-github/prefect_github/schemas/graphql_schema.py
{ "start": 143217, "end": 143600 }
class ____(sgqlc.types.Input): """ See source code for more info. """ __schema__ = graphql_schema __field_names__ = ("field", "direction") field = sgqlc.types.Field( sgqlc.types.non_null(StarOrderField), graphql_name="field" ) direction = sgqlc.types.Field( sgqlc.types.n...
StarOrder
python
kamyu104__LeetCode-Solutions
Python/extra-characters-in-a-string.py
{ "start": 113, "end": 861 }
class ____(object): def minExtraChar(self, s, dictionary): """ :type s: str :type dictionary: List[str] :rtype: int """ _trie = lambda: collections.defaultdict(_trie) trie = _trie() for word in dictionary: reduce(dict.__getitem__, word, tri...
Solution
python
huggingface__transformers
tests/models/phi4_multimodal/test_modeling_phi4_multimodal.py
{ "start": 1575, "end": 6563 }
class ____: def __init__( self, parent, batch_size=2, seq_length=12, image_seq_length=275, audio_seq_length=8, is_training=True, num_hidden_layers=2, vocab_size=49, hidden_size=32, intermediate_size=64, num_attention_hea...
Phi4MultimodalModelTester
python
run-llama__llama_index
llama-index-core/llama_index/core/vector_stores/types.py
{ "start": 9485, "end": 12804 }
class ____(BaseComponent, ABC): """Abstract vector store protocol.""" model_config = ConfigDict(arbitrary_types_allowed=True) stores_text: bool is_embedding_query: bool = True @property @abstractmethod def client(self) -> Any: """Get client.""" def get_nodes( self, ...
BasePydanticVectorStore
python
readthedocs__readthedocs.org
readthedocs/gold/views.py
{ "start": 1976, "end": 2279 }
class ____(PrivateViewMixin): def get_gold_user(self): return get_object_or_404(GoldUser, user=self.request.user) def get_gold_projects(self): return self.get_gold_user().projects.all() def get_success_url(self): return reverse_lazy("gold_projects")
GoldProjectsMixin
python
airbytehq__airbyte
airbyte-integrations/connectors/source-github/source_github/github_schema.py
{ "start": 117794, "end": 118192 }
class ____(sgqlc.types.Enum): """The possible team member roles; either 'maintainer' or 'member'. Enumeration Choices: * `MAINTAINER`: A team maintainer has permission to add and remove team members. * `MEMBER`: A team member has no administrative permissions on the team. """ __sc...
TeamMemberRole
python
numba__numba
numba/experimental/structref.py
{ "start": 585, "end": 9999 }
class ____: """Internal builder-code utils for structref definitions. """ def __init__(self, context, builder, struct_type): """ Parameters ---------- context : a numba target context builder : a llvmlite IRBuilder struct_type : numba.c...
_Utils
python
boto__boto3
boto3/dynamodb/conditions.py
{ "start": 6602, "end": 6705 }
class ____(ConditionBase): expression_operator = 'NOT' expression_format = '({operator} {0})'
Not
python
xlwings__xlwings
xlwings/conversion/framework.py
{ "start": 2519, "end": 2873 }
class ____: @classmethod def reader(cls, options): return Pipeline() @classmethod def writer(cls, options): return Pipeline() @classmethod def register(cls, *types): for type in types: accessors[type] = cls @classmethod def router(cls, value, rng, o...
Accessor
python
tensorflow__tensorflow
tensorflow/python/keras/layers/recurrent.py
{ "start": 46623, "end": 52362 }
class ____(object): """Object that hold dropout related fields for RNN Cell. This class is not a standalone RNN cell. It suppose to be used with a RNN cell by multiple inheritance. Any cell that mix with class should have following fields: dropout: a float number within range [0, 1). The ratio that the inp...
DropoutRNNCellMixin
python
ansible__ansible
test/lib/ansible_test/_internal/commands/sanity/__init__.py
{ "start": 44165, "end": 44907 }
class ____(SanityTest, metaclass=abc.ABCMeta): """Base class for sanity test plugins which are independent of the python version being used.""" @abc.abstractmethod def test(self, args: SanityConfig, targets: SanityTargets) -> TestResult: """Run the sanity test and return the result.""" def loa...
SanityVersionNeutral
python
psf__requests
src/requests/exceptions.py
{ "start": 3359, "end": 3481 }
class ____(RequestException): """The server declared chunked encoding but sent an invalid chunk."""
ChunkedEncodingError
python
huggingface__transformers
src/transformers/models/gpt_neox_japanese/modeling_gpt_neox_japanese.py
{ "start": 14127, "end": 14781 }
class ____(nn.Module): def __init__(self, config): super().__init__() intermediate_size = int(config.hidden_size * config.intermediate_multiple_size) self.dense_h_to_4h = nn.Linear(config.hidden_size, intermediate_size, bias=False) # Project back to h. self.dense_4h_to_h = nn...
GPTNeoXJapaneseMLP
python
apache__airflow
providers/databricks/tests/unit/databricks/sensors/test_databricks.py
{ "start": 1354, "end": 8489 }
class ____: """ Validate and test the functionality of the DatabricksSQLStatementsSensor. This Sensor borrows heavily from the DatabricksSQLStatementOperator, meaning that much of the testing logic is also reused. """ def test_init_statement(self): """Test initialization for traditional use...
TestDatabricksSQLStatementsSensor
python
pandas-dev__pandas
pandas/core/interchange/dataframe_protocol.py
{ "start": 1279, "end": 1872 }
class ____(enum.IntEnum): """ Integer enum for null type representation. Attributes ---------- NON_NULLABLE : int Non-nullable column. USE_NAN : int Use explicit float NaN value. USE_SENTINEL : int Sentinel value besides NaN/NaT. USE_BITMASK : int The bit...
ColumnNullType
python
doocs__leetcode
lcci/05.01.Insert Into Bits/Solution.py
{ "start": 0, "end": 168 }
class ____: def insertBits(self, N: int, M: int, i: int, j: int) -> int: for k in range(i, j + 1): N &= ~(1 << k) return N | M << i
Solution
python
huggingface__transformers
tests/models/mvp/test_modeling_mvp.py
{ "start": 8147, "end": 15694 }
class ____(unittest.TestCase): vocab_size = 99 def _get_config_and_data(self): input_ids = torch.tensor( [ [71, 82, 18, 33, 46, 91, 2], [68, 34, 26, 58, 30, 82, 2], [5, 97, 17, 39, 94, 40, 2], [76, 83, 94, 25, 70, 78, 2], ...
MvpHeadTests
python
huggingface__transformers
src/transformers/models/shieldgemma2/modeling_shieldgemma2.py
{ "start": 1085, "end": 1352 }
class ____(ImageClassifierOutputWithNoAttention): """ShieldGemma2 classifies imags as violative or not relative to a specific policy Args: """ probabilities: Optional[torch.Tensor] = None @auto_docstring
ShieldGemma2ImageClassifierOutputWithNoAttention
python
PrefectHQ__prefect
src/prefect/server/utilities/messaging/memory.py
{ "start": 2261, "end": 2371 }
class ____: data: Union[bytes, str] attributes: Mapping[str, Any] retry_count: int = 0
MemoryMessage
python
ansible__ansible
test/integration/targets/delegate_to/connection_plugins/fakelocal.py
{ "start": 1006, "end": 2426 }
class ____(ConnectionBase): """ Local based connections """ transport = 'fakelocal' has_pipelining = True def __init__(self, *args, **kwargs): super(Connection, self).__init__(*args, **kwargs) self.cwd = None def _connect(self): """ verify """ if self.get_option(...
Connection
python
wandb__wandb
wandb/sdk/lib/printer.py
{ "start": 7262, "end": 7790 }
class ____(abc.ABC): """A handle to a block of text that's allowed to change.""" @abc.abstractmethod def set_text(self, text: str) -> None: r"""Change the text. Args: text: The text to put in the block, with lines separated by \n characters. The text should not ...
DynamicText
python
walkccc__LeetCode
solutions/1826. Faulty Sensor/1826.py
{ "start": 0, "end": 644 }
class ____: def badSensor(self, sensor1: list[int], sensor2: list[int]) -> int: # A -> B, so B is defect def canReplace(A, B): i = 0 # A's index j = 0 # B's index droppedValue = -1 while i < len(A): if A[i] == B[j]: i += 1 j += 1 else: d...
Solution
python
spyder-ide__spyder
spyder/plugins/pylint/plugin.py
{ "start": 973, "end": 1036 }
class ____: AnalyzeCurrentFile = 'run analysis'
PylintActions
python
doocs__leetcode
lcci/16.25.LRU Cache/Solution.py
{ "start": 0, "end": 148 }
class ____: def __init__(self, key=0, val=0): self.key = key self.val = val self.prev = None self.next = None
Node