language
stringclasses
1 value
repo
stringclasses
346 values
path
stringlengths
6
201
class_span
dict
source
stringlengths
21
2.38M
target
stringlengths
1
96
python
lazyprogrammer__machine_learning_examples
rl3/a2c/neural_network.py
{ "start": 723, "end": 1824 }
class ____: def __init__(self, sess, ob_space, ac_space, nenv, nsteps, nstack, reuse=False): gain = np.sqrt(2) nbatch = nenv * nsteps nh, nw, nc = ob_space.shape ob_shape = (nbatch, nh, nw, nc * nstack) X = tf.placeholder(tf.uint8, ob_shape) # obs X_normal = tf.cast...
CNN
python
python-poetry__poetry
tests/types.py
{ "start": 3327, "end": 3429 }
class ____(Protocol): def __call__(self, name: str) -> NormalizedName: ...
NormalizedNameTransformer
python
django__django
tests/backends/base/test_features.py
{ "start": 74, "end": 228 }
class ____(SimpleTestCase): def test_nonexistent_feature(self): self.assertFalse(hasattr(connection.features, "nonexistent"))
TestDatabaseFeatures
python
run-llama__llama_index
docs/examples/output_parsing/directory.py
{ "start": 247, "end": 1112 }
class ____(BaseModel): """ Class representing a single node in a filesystem. Can be either a file or a folder. Note that a file cannot have children, but a folder can. Args: name (str): The name of the node. children (List[Node]): The list of child nodes (if any). node_type (Nod...
Node
python
eventlet__eventlet
tests/db_pool_test.py
{ "start": 15040, "end": 15151 }
class ____(MysqlConnectionPool, TpoolConnectionPool, tests.LimitedTestCase): __test__ = True
Test01MysqlTpool
python
kamyu104__LeetCode-Solutions
Python/bulb-switcher-iv.py
{ "start": 29, "end": 328 }
class ____(object): def minFlips(self, target): """ :type target: str :rtype: int """ result, curr = 0, '0' for c in target: if c == curr: continue curr = c result += 1 return result
Solution
python
pypa__setuptools
setuptools/_static.py
{ "start": 138, "end": 2332 }
class ____: """ Wrapper for built-in object types that are allow setuptools to identify static core metadata (in opposition to ``Dynamic``, as defined :pep:`643`). The trick is to mark values with :class:`Static` when they come from ``pyproject.toml`` or ``setup.cfg``, so if any plugin overwrite th...
Static
python
Textualize__textual
docs/examples/guide/reactivity/dynamic_watch.py
{ "start": 172, "end": 544 }
class ____(Widget): DEFAULT_CSS = "Counter { height: auto; }" counter = reactive(0) # (1)! def compose(self) -> ComposeResult: yield Label() yield Button("+10") def on_button_pressed(self) -> None: self.counter += 10 def watch_counter(self, counter_value: int): se...
Counter
python
streamlit__streamlit
lib/streamlit/errors.py
{ "start": 13690, "end": 14018 }
class ____(LocalizableStreamlitException): """Exception raised when a page_link is created without a label.""" def __init__(self) -> None: super().__init__( "The `label` param is required for external links used with `st.page_link` - please provide a `label`." )
StreamlitMissingPageLabelError
python
getsentry__sentry
tests/sentry/api/serializers/test_project.py
{ "start": 11688, "end": 12381 }
class ____(TestCase): def test_simple(self) -> None: user = self.create_user(username="foo") organization = self.create_organization(owner=user) team = self.create_team(organization=organization) project = self.create_project(teams=[team], organization=organization, name="foo") ...
ProjectWithTeamSerializerTest
python
agronholm__apscheduler
tests/triggers/test_combining.py
{ "start": 447, "end": 6431 }
class ____: @pytest.mark.parametrize("threshold", [1, 0]) def test_two_datetriggers(self, timezone, serializer, threshold): date1 = datetime(2020, 5, 16, 14, 17, 30, 254212, tzinfo=timezone) date2 = datetime(2020, 5, 16, 14, 17, 31, 254212, tzinfo=timezone) trigger = AndTrigger( ...
TestAndTrigger
python
apache__airflow
airflow-core/tests/unit/api_fastapi/execution_api/versions/head/test_task_instances.py
{ "start": 52000, "end": 57660 }
class ____: def setup_method(self): clear_db_runs() def teardown_method(self): clear_db_runs() @pytest.mark.parametrize( ("hostname", "pid", "expected_status_code", "expected_detail"), [ # Case: Successful heartbeat ("random-hostname", 1789, 204, Non...
TestTIHealthEndpoint
python
numba__numba
numba/tests/test_heapq.py
{ "start": 14343, "end": 14456 }
class ____(_TestHeapq, TestCase): """Test heapq with typed lists""" listimpl = typed.List
TestHeapqTypedList
python
python-markdown__markdown
tests/test_syntax/extensions/test_md_in_html.py
{ "start": 961, "end": 1545 }
class ____(TestCase): """ Ensure any remaining elements in HTML stash are properly serialized. """ def test_stash_to_string(self): # There should be no known cases where this actually happens so we need to # forcefully pass an `etree` `Element` to the method to ensure proper behavior. e...
TestMarkdownInHTMLPostProcessor
python
allegroai__clearml
examples/distributed/pytorch_distributed_example.py
{ "start": 521, "end": 1209 }
class ____(nn.Module): def __init__(self): super(Net, self).__init__() self.conv1 = nn.Conv2d(1, 32, 3, 1) self.conv2 = nn.Conv2d(32, 64, 3, 1) self.dropout1 = nn.Dropout2d(0.25) self.dropout2 = nn.Dropout2d(0.5) self.fc1 = nn.Linear(9216, 128) self.fc2 = nn.L...
Net
python
graphql-python__graphene
graphene/types/tests/test_json.py
{ "start": 96, "end": 2347 }
class ____(ObjectType): json = JSONString(input=JSONString()) def resolve_json(self, info, input): return input schema = Schema(query=Query) def test_jsonstring_query(): json_value = '{"key": "value"}' json_value_quoted = json_value.replace('"', '\\"') result = schema.execute("""{ json...
Query
python
astropy__astropy
astropy/io/fits/card.py
{ "start": 916, "end": 50087 }
class ____(_Verify): length = CARD_LENGTH """The length of a Card image; should always be 80 for valid FITS files.""" # String for a FITS standard compliant (FSC) keyword. _keywd_FSC_RE = re.compile(r"^[A-Z0-9_-]{0,%d}$" % KEYWORD_LENGTH) # noqa: UP031, RUF100 # This will match any printable ASCII...
Card
python
python-poetry__poetry
src/poetry/inspection/info.py
{ "start": 1264, "end": 1544 }
class ____(ValueError): def __init__(self, path: Path, *reasons: BaseException | str) -> None: reasons = (f"Unable to determine package info for path: {path!s}", *reasons) super().__init__("\n\n".join(str(msg).strip() for msg in reasons if msg))
PackageInfoError
python
conda__conda
tests/plugins/test_reporter_backends.py
{ "start": 410, "end": 696 }
class ____(ReporterRendererBase): """Dummy reporter backend class only for tests""" def detail_view(self, data: dict[str, str | int | bool], **kwargs) -> str: return str(data) def envs_list(self, data, **kwargs) -> str: return str(data)
DummyReporterRenderer
python
django-extensions__django-extensions
django_extensions/management/commands/create_template_tags.py
{ "start": 178, "end": 2957 }
class ____(AppCommand): help = "Creates a Django template tags directory structure for the given app name " "in the apps's directory" def add_arguments(self, parser): super().add_arguments(parser) parser.add_argument( "--name", "-n", action="store", ...
Command
python
joke2k__faker
faker/providers/automotive/el_GR/__init__.py
{ "start": 59, "end": 555 }
class ____(AutomotiveProvider): """Implement automotive provider for ``el_GR`` locale.""" uppercase_letters = "ABEZHIKMNOPTYX" license_formats = ( "??? ####", "?? ####", ) def license_plate(self) -> str: """Generate a license plate.""" temp = re.sub( r"...
Provider
python
spyder-ide__spyder
spyder/widgets/collectionseditor.py
{ "start": 24939, "end": 25998 }
class ____(QHeaderView): """ A header view for the BaseTableView that emits a signal when the width of one of its sections is resized by the user. """ sig_user_resized_section = Signal(int, int, int) def __init__(self, parent=None): super().__init__(Qt.Horizontal, parent) self._...
BaseHeaderView
python
walkccc__LeetCode
solutions/3098. Find the Sum of Subsequence Powers/3098.py
{ "start": 0, "end": 920 }
class ____: def sumOfPowers(self, nums: list[int], k: int) -> int: MOD = 1_000_000_007 nums.sort() @functools.lru_cache(None) def dp( i: int, k: int, lastPickedIndex: int, firstIndex: int, secondIndex: int ) -> int: if k == 0: return nums[seco...
Solution
python
pytorch__pytorch
test/jit/test_freezing.py
{ "start": 1148, "end": 66969 }
class ____(JitTestCase): def test_freeze_module(self): class M(nn.Module): def __init__(self) -> None: super().__init__() self.a = 1 # folded self.b = 1.2 # folded self.c = "hello" # folded self.c2 = "hi\xa1" # n...
TestFreezing
python
arrow-py__arrow
arrow/locales.py
{ "start": 18155, "end": 19477 }
class ____(Locale): names = ["sv", "sv-se"] past = "för {0} sen" future = "om {0}" and_word = "och" timeframes = { "now": "just nu", "second": "en sekund", "seconds": "{0} sekunder", "minute": "en minut", "minutes": "{0} minuter", "hour": "en timme",...
SwedishLocale
python
sqlalchemy__sqlalchemy
lib/sqlalchemy/dialects/postgresql/ext.py
{ "start": 1327, "end": 4050 }
class ____(expression.ColumnElement[_T]): """Represent a PostgreSQL aggregate order by expression. E.g.:: from sqlalchemy.dialects.postgresql import aggregate_order_by expr = func.array_agg(aggregate_order_by(table.c.a, table.c.b.desc())) stmt = select(expr) would represent the e...
aggregate_order_by
python
tensorflow__tensorflow
tensorflow/tools/ci_build/osx/arm64/tensorflow_metal_plugin_test.py
{ "start": 121691, "end": 127697 }
class ____(test.TestCase): def _npBias(self, inputs, bias): assert len(bias.shape) == 1 assert inputs.shape[-1] == bias.shape[0] return inputs + bias.reshape( ([1] * (len(inputs.shape) - 1)) + [bias.shape[0]] ) def testNpBias(self): self.assertAllClose( np.array([[11, 22, 33], ...
BiasAddTestBase
python
django__django
django/contrib/auth/backends.py
{ "start": 1700, "end": 9259 }
class ____(BaseBackend): """ Authenticates against settings.AUTH_USER_MODEL. """ def authenticate(self, request, username=None, password=None, **kwargs): if username is None: username = kwargs.get(UserModel.USERNAME_FIELD) if username is None or password is None: ...
ModelBackend
python
great-expectations__great_expectations
docs/docusaurus/versioned_docs/version-0.18/snippets/expect_column_values_to_equal_three.py
{ "start": 4997, "end": 15950 }
class ____(ColumnMapExpectation): # </snippet> # <snippet name="docs/docusaurus/docs/snippets/expect_column_values_to_equal_three.py docstring"> """Expect values in this column to equal 3.""" # </snippet> # These examples will be shown in the public gallery. # They will also be executed as unit...
ExpectColumnValuesToEqualThree
python
dagster-io__dagster
python_modules/dagster/dagster/_cli/workspace/cli_target.py
{ "start": 12098, "end": 25631 }
class ____: repository: Optional[str] = None location: Optional[str] = None @classmethod def extract_from_cli_options(cls, cli_options: dict[str, object]) -> Self: return cls( repository=check.opt_inst(cli_options.pop("repository"), str), location=check.opt_inst(cli_opti...
RepositoryOpts
python
lepture__authlib
authlib/oauth2/rfc7523/token.py
{ "start": 90, "end": 3384 }
class ____: """A JSON Web Token formatted bearer token generator for jwt-bearer grant type. This token generator can be registered into authorization server:: authorization_server.register_token_generator( "urn:ietf:params:oauth:grant-type:jwt-bearer", JWTBearerTokenGenerator(pr...
JWTBearerTokenGenerator
python
pypa__pip
src/pip/_vendor/pkg_resources/__init__.py
{ "start": 8510, "end": 9372 }
class ____(ResolutionError): """ An already-installed version conflicts with the requested version. Should be initialized with the installed Distribution and the requested Requirement. """ _template = "{self.dist} is installed but {self.req} is required" @property def dist(self) -> Di...
VersionConflict
python
apache__airflow
airflow-core/src/airflow/api_fastapi/execution_api/datamodels/taskinstance.py
{ "start": 11469, "end": 11802 }
class ____(BaseModel): """Schema for response with previous successful DagRun information for Task Template Context.""" data_interval_start: UtcDateTime | None = None data_interval_end: UtcDateTime | None = None start_date: UtcDateTime | None = None end_date: UtcDateTime | None = None
PrevSuccessfulDagRunResponse
python
microsoft__pyright
packages/pyright-internal/src/tests/samples/specialization1.py
{ "start": 150, "end": 202 }
class ____(A): pass _T1 = TypeVar("_T1", A, B)
C
python
getsentry__sentry
src/sentry/models/projectcodeowners.py
{ "start": 855, "end": 6567 }
class ____(Model): __relocation_scope__ = RelocationScope.Excluded # no db constraint to prevent locks on the Project table project = FlexibleForeignKey("sentry.Project", db_constraint=False) # repository_project_path_config ⇒ use this to transform CODEOWNERS paths to stacktrace paths repository_pr...
ProjectCodeOwners
python
Lightning-AI__lightning
src/lightning/pytorch/loops/prediction_loop.py
{ "start": 2101, "end": 18725 }
class ____(_Loop): """Top-level loop where prediction starts.""" def __init__(self, trainer: "pl.Trainer", inference_mode: bool = True) -> None: super().__init__(trainer) self.inference_mode = inference_mode # dataloaders x batches x samples. used by PredictionWriter self.epoch_...
_PredictionLoop
python
doocs__leetcode
solution/3300-3399/3377.Digit Operations to Make Two Integers Equal/Solution.py
{ "start": 15, "end": 1534 }
class ____: def __init__(self): self.sieve = [] def run_sieve(self): self.sieve = [True] * 100000 self.sieve[0], self.sieve[1] = False, False for i in range(2, 100000): if self.sieve[i]: for j in range(2 * i, 100000, i): self.sieve...
Solution
python
getsentry__sentry
src/sentry/integrations/api/endpoints/organization_integration_serverless_functions.py
{ "start": 724, "end": 887 }
class ____(CamelSnakeSerializer): action = serializers.ChoiceField(ACTIONS) target = serializers.CharField() @region_silo_endpoint
ServerlessActionSerializer
python
airbytehq__airbyte
airbyte-integrations/connectors/source-github/source_github/github_schema.py
{ "start": 1235767, "end": 1236390 }
class ____(sgqlc.types.Type, Node): """A GitHub Enterprise Importer (GEI) migration source.""" __schema__ = github_schema __field_names__ = ("name", "type", "url") name = sgqlc.types.Field(sgqlc.types.non_null(String), graphql_name="name") """The migration source name.""" type = sgqlc.types.Fi...
MigrationSource
python
dagster-io__dagster
python_modules/dagster-graphql/dagster_graphql/client/utils.py
{ "start": 657, "end": 1475 }
class ____(NamedTuple): """This class gives information about the result of reloading a Dagster repository location with a GraphQL mutation. Args: status (ReloadRepositoryLocationStatus): The status of the reload repository location mutation failure_type: (Optional[str], optional): the fail...
ReloadRepositoryLocationInfo
python
astropy__astropy
astropy/utils/masked/tests/test_masked.py
{ "start": 56711, "end": 56788 }
class ____(TestMaskedArrayRepr, QuantitySetup): pass
TestMaskedQuantityRepr
python
sqlalchemy__sqlalchemy
lib/sqlalchemy/ext/hybrid.py
{ "start": 43380, "end": 43589 }
class ____(Protocol[_T_con]): def __call__( s, cls: Any, value: Union[_T_con, _ColumnExpressionArgument[_T_con]], ) -> List[Tuple[_DMLColumnArgument, Any]]: ...
_HybridUpdaterType
python
doocs__leetcode
solution/1400-1499/1419.Minimum Number of Frogs Croaking/Solution.py
{ "start": 0, "end": 580 }
class ____: def minNumberOfFrogs(self, croakOfFrogs: str) -> int: if len(croakOfFrogs) % 5 != 0: return -1 idx = {c: i for i, c in enumerate('croak')} cnt = [0] * 5 ans = x = 0 for i in map(idx.get, croakOfFrogs): cnt[i] += 1 if i == 0: ...
Solution
python
walkccc__LeetCode
solutions/2280. Minimum Lines to Represent a Line Chart/2280.py
{ "start": 0, "end": 598 }
class ____: def minimumLines(self, stockPrices: list[list[int]]) -> int: ans = 0 stockPrices.sort() def getSlope(p: list[int], q: list[int]) -> tuple[int, int]: dx = p[0] - q[0] dy = p[1] - q[1] if dx == 0: return (0, p[0]) if dy == 0: return (p[1], 0) d = g...
Solution
python
huggingface__transformers
tests/generation/test_utils.py
{ "start": 129866, "end": 235108 }
class ____(unittest.TestCase): # TODO joao, manuel: remove in v4.62.0 @slow def test_diverse_beam_search(self): article = """Justin Timberlake and Jessica Biel, welcome to parenthood. The celebrity couple announced the arrival of their son, Silas Randall Timberlake, in statements to People. ...
GenerationIntegrationTests
python
huggingface__transformers
src/transformers/models/t5/modeling_t5.py
{ "start": 62191, "end": 64990 }
class ____(T5PreTrainedModel): def __init__(self, config: T5Config): super().__init__(config) self.num_labels = config.num_labels self.transformer = T5EncoderModel(config) self.dropout = nn.Dropout(config.classifier_dropout) self.classifier = nn.Linear(config.hidden_size, co...
T5ForTokenClassification
python
streamlit__streamlit
lib/streamlit/runtime/runtime.py
{ "start": 2955, "end": 4724 }
class ____: """Config options for StreamlitRuntime.""" # The filesystem path of the Streamlit script to run. script_path: str # DEPRECATED: We need to keep this field around for compatibility reasons, but we no # longer use this anywhere. command_line: str | None # The storage backend for...
RuntimeConfig
python
Lightning-AI__lightning
src/lightning/pytorch/loops/fetchers.py
{ "start": 2807, "end": 5105 }
class ____(_DataFetcher): """This class is used to control batch fetching flow. Args: prefetch_batches: Number of batches to pre-fetch. Pre-fetching at least 1 batch is necessary to properly track whether a batch is the last one (available with :attr:`self.done`) when the length is not avai...
_PrefetchDataFetcher
python
getsentry__sentry
tests/sentry/integrations/aws_lambda/test_utils.py
{ "start": 4056, "end": 7837 }
class ____(TestCase): node_fn = { "Runtime": "nodejs10.x", "FunctionArn": "arn:aws:lambda:us-east-2:599817902985:function:lambdaB", } python_fn = { "Runtime": "python3.6", "FunctionArn": "arn:aws:lambda:us-east-2:599817902985:function:lambdaC", } cache_value = { ...
GetOptionValueTest
python
streamlit__streamlit
lib/tests/streamlit/connections/sql_connection_test.py
{ "start": 1312, "end": 8474 }
class ____(unittest.TestCase): def tearDown(self) -> None: st.cache_data.clear() @patch("sqlalchemy.engine.make_url", MagicMock(return_value="some_sql_conn_string")) @patch( "streamlit.connections.sql_connection.SQLConnection._secrets", PropertyMock(return_value=AttrDict({"url": "so...
SQLConnectionTest
python
google__jax
jax/_src/pallas/mosaic/sc_core.py
{ "start": 1215, "end": 2047 }
class ____(pallas_core.MemoryRef): """A MemoryRef for SparseCore.""" tiling: Tiling | None = None def __init__( self, shape: Sequence[int], dtype: jax.typing.DTypeLike, memory_space: tpu_core.MemorySpace, tiling: Tiling | None = None, ): super().__init__(jax_core.ShapedArray(...
MemoryRef
python
PrefectHQ__prefect
src/prefect/server/concurrency/lease_storage/filesystem.py
{ "start": 548, "end": 695 }
class ____(TypedDict): id: str resource_ids: list[str] metadata: dict[str, Any] | None expiration: str created_at: str
_LeaseFile
python
huggingface__transformers
src/transformers/models/phimoe/modeling_phimoe.py
{ "start": 39857, "end": 40066 }
class ____(GenericForSequenceClassification, PhimoePreTrainedModel): ... __all__ = ["PhimoePreTrainedModel", "PhimoeModel", "PhimoeForCausalLM", "PhimoeForSequenceClassification"]
PhimoeForSequenceClassification
python
getsentry__sentry
src/sentry/users/api/endpoints/user_password.py
{ "start": 748, "end": 2137 }
class ____(serializers.Serializer[User]): password = serializers.CharField(required=True, trim_whitespace=False) passwordNew = serializers.CharField(required=True, trim_whitespace=False) passwordVerify = serializers.CharField(required=True, trim_whitespace=False) def validate_password(self, value: str)...
UserPasswordSerializer
python
pytorch__pytorch
torch/_inductor/dependencies.py
{ "start": 13757, "end": 13925 }
class ____: index: sympy.Expr # type: ignore[assignment] var_names: tuple[sympy.Symbol, ...] size: tuple[sympy.Expr, ...] @dataclasses.dataclass
IndexExprDep
python
python__mypy
mypyc/namegen.py
{ "start": 75, "end": 4934 }
class ____: """Utility for generating distinct C names from Python names. Since C names can't use '.' (or unicode), some care is required to make C names generated from Python names unique. Also, we want to avoid generating overly long C names since they make the generated code harder to read. ...
NameGenerator
python
apache__airflow
dev/breeze/src/airflow_breeze/utils/airflow_release_validator.py
{ "start": 1130, "end": 16052 }
class ____(ReleaseValidator): APACHE_RAT_JAR_DOWNLOAD_URL = ( "https://downloads.apache.org/creadur/apache-rat-0.17/apache-rat-0.17-bin.tar.gz" ) def __init__( self, version: str, svn_path: Path, airflow_repo_root: Path, task_sdk_version: str | None = None, ...
AirflowReleaseValidator
python
mlflow__mlflow
tests/pyfunc/test_pyfunc_schema_enforcement.py
{ "start": 2525, "end": 3909 }
class ____(mlflow.pyfunc.PythonModel): def predict(self, context, model_input, params=None): assert isinstance(params, dict) assert isinstance(params["str_param"], str) assert isinstance(params["int_param"], int) assert isinstance(params["bool_param"], bool) assert isinstance...
PythonModelWithBasicParams
python
qdrant__qdrant-client
qdrant_client/http/models/models.py
{ "start": 41694, "end": 41873 }
class ____(BaseModel, extra="forbid"): formula: "Expression" = Field(..., description="") defaults: Optional[Dict[str, Any]] = Field(default={}, description="")
FormulaQuery
python
numpy__numpy
benchmarks/benchmarks/bench_creation.py
{ "start": 74, "end": 623 }
class ____(Benchmark): """ Benchmark meshgrid generation """ params = [[16, 32], [2, 3, 4], ['ij', 'xy'], TYPES1] param_names = ['size', 'ndims', 'ind', 'ndtype'] timeout = 10 def setup(self, size, ndims, ind, ndtype): rnd = np.random.RandomState(1864768776) ...
MeshGrid
python
ApeWorX__ape
src/ape_ethereum/multicall/exceptions.py
{ "start": 557, "end": 681 }
class ____(MulticallException): def __init__(self): super().__init__("Multicall not executed yet.")
NotExecutedError
python
python__mypy
mypyc/test/test_misc.py
{ "start": 253, "end": 690 }
class ____(unittest.TestCase): def test_debug_op(self) -> None: block = BasicBlock() builder = LowLevelIRBuilder(errors=None, options=CompilerOptions()) builder.activate_block(block) builder.debug_print("foo") names = generate_names_for_ir([], [block]) code = format_...
TestMisc
python
getsentry__sentry
src/sentry/integrations/repository/notification_action.py
{ "start": 1622, "end": 1810 }
class ____(NotificationActionNotificationMessageValidationError): message = "both action and group need to exist together with a reference" @dataclass
ActionAndGroupActionValidationError
python
huggingface__transformers
src/transformers/models/layoutlmv3/modeling_layoutlmv3.py
{ "start": 37315, "end": 41582 }
class ____(LayoutLMv3PreTrainedModel): def __init__(self, config): super().__init__(config) self.num_labels = config.num_labels self.layoutlmv3 = LayoutLMv3Model(config) self.dropout = nn.Dropout(config.hidden_dropout_prob) if config.num_labels < 10: self.classif...
LayoutLMv3ForTokenClassification
python
fastai__fastai
fastai/callback/tensorboard.py
{ "start": 3505, "end": 7389 }
class ____(TensorBoardBaseCallback): "Extracts and exports image featuers for tensorboard projector during inference" def __init__(self, log_dir=None, layer=None): super().__init__() store_attr() def before_fit(self): self.run = not hasattr(self.learn, 'lr_finder') and hasattr(s...
TensorBoardProjectorCallback
python
django__django
django/core/exceptions.py
{ "start": 1718, "end": 1835 }
class ____(Exception): """The request was closed before it was completed, or timed out.""" pass
RequestAborted
python
wandb__wandb
wandb/sdk/internal/job_builder.py
{ "start": 913, "end": 2014 }
class ____: def __init__(self, major: int, minor: int, patch: int): self._major = major self._minor = minor self._patch = patch def __repr__(self) -> str: return f"{self._major}.{self._minor}.{self._patch}" def __lt__(self, other: "Version") -> bool: if self._major ...
Version
python
tensorflow__tensorflow
tensorflow/compiler/mlir/tfr/python/tfr_gen.py
{ "start": 20488, "end": 21722 }
class ____(object): """Symbol Table for python code.""" def __init__(self): self.symbols = [] self.enter_scope() self.scf_scope = 0 # reserved key words self.insert_symbol('len', 'len', TFRTypes.PY_BUILTIN_FUNC) def enter_scope(self, scf_scope=False): """Enter a new scope - at function l...
SymbolTable
python
kamyu104__LeetCode-Solutions
Python/faulty-keyboard.py
{ "start": 58, "end": 452 }
class ____(object): def finalString(self, s): """ :type s: str :rtype: str """ dq = collections.deque() parity = 0 for x in s: if x == 'i': parity ^= 1 else: dq.appendleft(x) if parity else dq.append(x) ...
Solution
python
encode__django-rest-framework
tests/browsable_api/test_browsable_nested_api.py
{ "start": 793, "end": 1294 }
class ____(TestCase): """Tests correct dropdown behavior with Auth views enabled.""" @override_settings(ROOT_URLCONF='tests.browsable_api.test_browsable_nested_api') def test_login(self): response = self.client.get('/api/') assert 200 == response.status_code content = response.conte...
DropdownWithAuthTests
python
tensorflow__tensorflow
tensorflow/python/training/input_test.py
{ "start": 3708, "end": 5983 }
class ____(test_lib.TestCase): def testNoShuffle(self): with ops.Graph().as_default(), self.cached_session(): input_tensor = [[1, 2, 3, 4], [5, 6, 7, 8], [9, 10, 11, 12]] num_epochs = 2 queue = inp.input_producer( input_tensor, num_epochs=nu...
InputProducerTest
python
getsentry__sentry
src/sentry/runner/commands/repair.py
{ "start": 286, "end": 1787 }
class ____(Exception): pass @contextmanager def catchable_atomic() -> Generator[None]: try: with transaction.atomic("default"): yield except RollbackLocally: pass @region_silo_function def create_missing_dsns() -> None: from sentry.models.project import Project from s...
RollbackLocally
python
ansible__ansible
lib/ansible/module_utils/facts/system/fips.py
{ "start": 373, "end": 784 }
class ____(BaseFactCollector): name = 'fips' _fact_ids = set() # type: t.Set[str] def collect(self, module=None, collected_facts=None): # NOTE: this is populated even if it is not set fips_facts = { 'fips': False } if get_file_content('/proc/sys/crypto/fips_enab...
FipsFactCollector
python
gwtw__py-sorting
test/radix_sort_test.py
{ "start": 278, "end": 513 }
class ____(unittest.TestCase, BasePositiveIntegerSortTest, BaseNegativeIntegerSortTest): def setUp(self): self.sort = radix_sort.sort if __name__ == '__main__': unittest.main()
RadixSortTest
python
huggingface__transformers
src/transformers/models/biogpt/modeling_biogpt.py
{ "start": 29180, "end": 34283 }
class ____(BioGptPreTrainedModel): def __init__(self, config: BioGptConfig): super().__init__(config) self.num_labels = config.num_labels self.biogpt = BioGptModel(config) self.score = nn.Linear(config.hidden_size, self.num_labels, bias=False) # Initialize weights and apply ...
BioGptForSequenceClassification
python
huggingface__transformers
src/transformers/models/bart/modeling_bart.py
{ "start": 5018, "end": 10612 }
class ____(nn.Module): """Multi-headed attention from 'Attention Is All You Need' paper""" def __init__( self, embed_dim: int, num_heads: int, dropout: float = 0.0, is_decoder: bool = False, bias: bool = True, is_causal: bool = False, config: Opti...
BartAttention
python
matplotlib__matplotlib
lib/matplotlib/ticker.py
{ "start": 39087, "end": 40608 }
class ____(LogFormatter): """ Format values for log axis using ``exponent = log_base(value)``. """ def _non_decade_format(self, sign_string, base, fx, usetex): """Return string for non-decade locations.""" return r'$\mathdefault{%s%s^{%.2f}}$' % (sign_string, base, fx) def __call__...
LogFormatterMathtext
python
matplotlib__matplotlib
lib/matplotlib/patheffects.py
{ "start": 7002, "end": 7832 }
class ____(AbstractPathEffect): """A line based PathEffect which re-draws a stroke.""" def __init__(self, offset=(0, 0), **kwargs): """ The path will be stroked with its gc updated with the given keyword arguments, i.e., the keyword arguments should be valid gc parameter values....
Stroke
python
lazyprogrammer__machine_learning_examples
unsupervised_class2/autoencoder.py
{ "start": 1042, "end": 4337 }
class ____(object): def __init__(self, M, an_id): self.M = M self.id = an_id def fit(self, X, learning_rate=0.5, mu=0.99, epochs=1, batch_sz=100, show_fig=False): # cast to float mu = np.float32(mu) learning_rate = np.float32(learning_rate) N, D = X.shape ...
AutoEncoder
python
plotly__plotly.py
plotly/graph_objs/_candlestick.py
{ "start": 215, "end": 64788 }
class ____(_BaseTraceType): _parent_path_str = "" _path_str = "candlestick" _valid_props = { "close", "closesrc", "customdata", "customdatasrc", "decreasing", "high", "highsrc", "hoverinfo", "hoverinfosrc", "hoverlabel", ...
Candlestick
python
fluentpython__example-code-2e
15-more-types/protocol/random/randompop.py
{ "start": 73, "end": 140 }
class ____(Protocol): def pop_random(self) -> Any: ...
RandomPopper
python
sqlalchemy__sqlalchemy
test/dialect/postgresql/test_types.py
{ "start": 184376, "end": 184774 }
class ____: _col_type = INT8RANGE _col_str = "INT8RANGE" def _data_str(self): return "[9223372036854775306,9223372036854775800)" def _data_obj(self): return Range(9223372036854775306, 9223372036854775800) _epsilon = 1 def _step_value_up(self, value): return value + 5 ...
_Int8RangeTests
python
tensorflow__tensorflow
tensorflow/python/debug/lib/check_numerics_callback_test.py
{ "start": 4914, "end": 17582 }
class ____(test_util.TensorFlowTestCase): """Test for cases in which enable_check_numerics() catches infs or nans.""" def tearDown(self): check_numerics_callback.disable_check_numerics() super(CheckNumericsCallbackUnhealthyTest, self).tearDown() def _assertRaisesInvalidArgumentErrorAndGetMessage(self, f...
CheckNumericsCallbackUnhealthyTest
python
plotly__plotly.py
plotly/graph_objs/scatterpolargl/selected/_textfont.py
{ "start": 233, "end": 2456 }
class ____(_BaseTraceHierarchyType): _parent_path_str = "scatterpolargl.selected" _path_str = "scatterpolargl.selected.textfont" _valid_props = {"color"} @property def color(self): """ Sets the text font color of selected points. The 'color' property is a color and may be s...
Textfont
python
walkccc__LeetCode
solutions/2862. Maximum Element-Sum of a Complete Subset of Indices/2862-2.py
{ "start": 0, "end": 330 }
class ____: def maximumSum(self, nums: list[int]) -> int: ans = 0 for oddPower in range(1, len(nums) + 1): summ = 0 for num in range(1, len(nums) + 1): if num * num * oddPower > len(nums): break summ += nums[oddPower * num * num - 1] ans = max(ans, summ) retur...
Solution
python
airbytehq__airbyte
airbyte-integrations/connectors/source-shopify/source_shopify/shopify_graphql/bulk/query.py
{ "start": 33357, "end": 36948 }
class ____(ShopifyBulkQuery): """ { customers(query: "updated_at:>='2024-01-20T00:00:00+00:00' AND updated_at:<'2024-01-24T00:00:00+00:00'", sortKey:UPDATED_AT) { edges { node { __typename customerId: id defaultAddre...
CustomerAddresses
python
pypa__pip
src/pip/_vendor/urllib3/exceptions.py
{ "start": 4795, "end": 4912 }
class ____(SecurityWarning): """Warned when making an unverified HTTPS request.""" pass
InsecureRequestWarning
python
spyder-ide__spyder
spyder/plugins/editor/widgets/window.py
{ "start": 2229, "end": 2537 }
class ____(OutlineExplorerWidget): sig_collapse_requested = Signal() @Slot() def close_dock(self): """ Reimplemented to preserve the widget's visible state when shown in an editor window. """ self.sig_collapse_requested.emit()
OutlineExplorerInEditorWindow
python
encode__django-rest-framework
tests/test_routers.py
{ "start": 26640, "end": 26834 }
class ____(BasenameTestCase, TestCase): def setUp(self): self.router = DefaultRouter() self.router.root_view_name = 'nameable-root'
TestDuplicateBasenameDefaultRouterRootViewName
python
readthedocs__readthedocs.org
readthedocs/sso/admin.py
{ "start": 383, "end": 1636 }
class ____(admin.ModelAdmin): """Admin configuration for SSOIntegration.""" list_display = ("organization", "provider") search_fields = ("organization__slug", "organization__name", "domains__domain") list_filter = ("provider",) raw_id_fields = ("organization",) actions = [ "resync_sso_...
SSOIntegrationAdmin
python
microsoft__pyright
packages/pyright-internal/src/tests/samples/genericType28.py
{ "start": 3154, "end": 3232 }
class ____(Variadic[T_co]): ... # This should generate an error.
VariadicChildCo
python
tensorflow__tensorflow
tensorflow/python/ops/nn_grad_test.py
{ "start": 9151, "end": 9680 }
class ____(test.TestCase): def testSwishGrad(self): features = constant_op.constant([[-2, -1, 1, 3]], dtype=dtypes.float32) beta = constant_op.constant(0.25, dtype=dtypes.float32) with self.cached_session(): theoretical, numerical = gradient_checker_v2.compute_g...
SwishGradOpTest
python
agronholm__apscheduler
examples/gui/qt_executor.py
{ "start": 505, "end": 1269 }
class ____(QMainWindow): def __init__(self): super().__init__() self.setWindowTitle("APScheduler demo") self.clock = QLabel() font = self.clock.font() font.setPointSize(30) self.clock.setFont(font) self.update_time() self.setCentralWidget(self.clock...
MainWindow
python
kubernetes-client__python
kubernetes/client/models/v1_env_from_source.py
{ "start": 383, "end": 5214 }
class ____(object): """NOTE: This class is auto generated by OpenAPI Generator. Ref: https://openapi-generator.tech Do not edit the class manually. """ """ Attributes: openapi_types (dict): The key is attribute name and the value is attribute type. attri...
V1EnvFromSource
python
ray-project__ray
python/ray/serve/tests/test_list_outbound_deployments.py
{ "start": 258, "end": 357 }
class ____: def __call__(self, x: int) -> int: return x * 2 @serve.deployment
DownstreamA
python
numba__numba
numba/core/ir.py
{ "start": 30126, "end": 30810 }
class ____(EqualityCheckMixin, AbstractRHS): def __init__(self, value, loc, use_literal_type=True): assert isinstance(loc, Loc) self.value = value self.loc = loc # Note: need better way to tell if this is a literal or not. self.use_literal_type = use_literal_type def __r...
Const
python
coleifer__peewee
tests/pwiz_integration.py
{ "start": 1997, "end": 2448 }
class ____(BaseModel): data = IntegerField() misc = IntegerField() text = TextField(index=True) user = ForeignKeyField(column_name='user_id', field='username', model=User) class Meta: table_name = 'note' indexes = ( (('user', 'data', 'misc'), False), (('user'...
Note
python
ApeWorX__ape
src/ape/exceptions.py
{ "start": 8709, "end": 10823 }
class ____(VirtualMachineError): """ Raised when there is a contract-defined revert, such as from an assert/require statement. """ def __init__( self, revert_message: Optional[str] = None, txn: Optional[FailedTxn] = None, trace: _TRACE_ARG = None, contract_ad...
ContractLogicError
python
wandb__wandb
wandb/vendor/pygments/lexers/automation.py
{ "start": 475, "end": 10167 }
class ____(RegexLexer): """ For `autohotkey <http://www.autohotkey.com/>`_ source code. .. versionadded:: 1.4 """ name = 'autohotkey' aliases = ['ahk', 'autohotkey'] filenames = ['*.ahk', '*.ahkl'] mimetypes = ['text/x-autohotkey'] tokens = { 'root': [ (r'^(\s*)...
AutohotkeyLexer
python
sympy__sympy
sympy/assumptions/assume.py
{ "start": 10738, "end": 14588 }
class ____(Predicate): """ Predicate without handler. Explanation =========== This predicate is generated by using ``Predicate`` directly for construction. It does not have a handler, and evaluating this with arguments is done by SAT solver. Examples ======== >>> from sympy i...
UndefinedPredicate