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
apache__airflow
providers/amazon/tests/unit/amazon/aws/sensors/test_ecs.py
{ "start": 8630, "end": 11738 }
class ____(EcsBaseTestCase): @pytest.mark.parametrize( ("return_state", "expected"), [ ("PROVISIONING", False), ("PENDING", False), ("ACTIVATING", False), ("RUNNING", True), ("DEACTIVATING", False), ("STOPPING", False), ...
TestEcsTaskStateSensor
python
sympy__sympy
sympy/vector/implicitregion.py
{ "start": 614, "end": 16158 }
class ____(Basic): """ Represents an implicit region in space. Examples ======== >>> from sympy import Eq >>> from sympy.abc import x, y, z, t >>> from sympy.vector import ImplicitRegion >>> ImplicitRegion((x, y), x**2 + y**2 - 4) ImplicitRegion((x, y), x**2 + y**2 - 4) >>> Im...
ImplicitRegion
python
spack__spack
var/spack/test_repos/spack_repo/builtin_mock/packages/openblas/package.py
{ "start": 217, "end": 1021 }
class ____(Package): """OpenBLAS: An optimized BLAS library""" homepage = "http://www.openblas.net" url = "http://github.com/xianyi/OpenBLAS/archive/v0.2.15.tar.gz" version("0.2.16", md5="b1190f3d3471685f17cfd1ec1d252ac9") version("0.2.15", md5="b1190f3d3471685f17cfd1ec1d252ac9") version("0.2....
Openblas
python
astropy__astropy
astropy/io/ascii/core.py
{ "start": 57210, "end": 66609 }
class ____(DefaultSplitter): def process_line(self, line: str) -> str: """Replace tab with space within ``line`` while respecting quoted substrings.""" newline = [] in_quote = False lastchar = None for char in line: if char == self.quotechar and ( ...
WhitespaceSplitter
python
sqlalchemy__sqlalchemy
test/orm/test_core_compilation.py
{ "start": 64420, "end": 64503 }
class ____(_poly_fixtures._Polymorphic): run_setup_mappers = "once"
InheritedTest
python
joke2k__faker
faker/providers/company/tl_PH/__init__.py
{ "start": 49, "end": 154 }
class ____(FilPhProvider): """No difference from Company Provider for fil_PH locale""" pass
Provider
python
apache__thrift
test/py/TestServer.py
{ "start": 5845, "end": 6101 }
class ____(object): def secondtestString(self, argument): return "testString(\"" + argument + "\")" # LAST_SEQID is a global because we have one transport and multiple protocols # running on it (when multiplexed) LAST_SEQID = None
SecondHandler
python
great-expectations__great_expectations
contrib/great_expectations_zipcode_expectations/great_expectations_zipcode_expectations/expectations/expect_column_values_to_be_valid_kansas_zip.py
{ "start": 1735, "end": 4062 }
class ____(ColumnMapExpectation): """Expect values in this column to be valid Kansas zipcodes. See https://pypi.org/project/zipcodes/ for more information. """ # These examples will be shown in the public gallery. # They will also be executed as unit tests for your Expectation. examples = [ ...
ExpectColumnValuesToBeValidKansasZip
python
paramiko__paramiko
paramiko/sftp_si.py
{ "start": 948, "end": 12544 }
class ____: """ This class defines an interface for controlling the behavior of paramiko when using the `.SFTPServer` subsystem to provide an SFTP server. Methods on this class are called from the SFTP session's thread, so you can block as long as necessary without affecting other sessions (even ot...
SFTPServerInterface
python
pytorch__pytorch
test/dynamo/cpython/3_13/test_contextlib.py
{ "start": 42535, "end": 46034 }
class ____(ExceptionIsLikeMixin, __TestCase): @support.requires_docstrings def test_instance_docs(self): # Issue 19330: ensure context manager instances have good docstrings cm_docstring = suppress.__doc__ obj = suppress() self.assertEqual(obj.__doc__, cm_docstring) def tes...
TestSuppress
python
pypa__packaging
tests/test_tags.py
{ "start": 56932, "end": 66343 }
class ____: def teardown_method(self) -> None: # Clear the version cache tags._glibc_version = [] # type: ignore[attr-defined] @pytest.mark.parametrize( ("name", "expected"), [("CPython", "cp"), ("PyPy", "pp"), ("Jython", "jy"), ("IronPython", "ip")], ) def test_interpr...
TestSysTags
python
huggingface__transformers
tests/utils/test_core_model_loading.py
{ "start": 7183, "end": 7313 }
class ____(nn.Module): def __init__(self): super().__init__() self.down_proj = DummyParamModule((2, 2))
DummyMLP
python
django__django
tests/admin_changelist/models.py
{ "start": 1934, "end": 2086 }
class ____(models.Model): name = models.CharField(max_length=30) members = models.ManyToManyField(ChordsMusician, through="Invitation")
ChordsBand
python
dagster-io__dagster
python_modules/dagster/dagster/_core/events/__init__.py
{ "start": 66834, "end": 67005 }
class ____: asset_key: AssetKey previous_health_state: AssetHealthStatus new_health_state: AssetHealthStatus @whitelist_for_serdes @record
AssetHealthChangedData
python
prompt-toolkit__python-prompt-toolkit
src/prompt_toolkit/layout/controls.py
{ "start": 1633, "end": 3779 }
class ____(metaclass=ABCMeta): """ Base class for all user interface controls. """ def reset(self) -> None: # Default reset. (Doesn't have to be implemented.) pass def preferred_width(self, max_available_width: int) -> int | None: return None def preferred_height( ...
UIControl
python
sympy__sympy
sympy/matrices/dense.py
{ "start": 903, "end": 3616 }
class ____(RepMatrix): """Matrix implementation based on DomainMatrix as the internal representation""" # # DenseMatrix is a superclass for both MutableDenseMatrix and # ImmutableDenseMatrix. Methods shared by both classes but not for the # Sparse classes should be implemented here. # is_M...
DenseMatrix
python
python-markdown__markdown
tests/test_syntax/extensions/test_abbr.py
{ "start": 886, "end": 14722 }
class ____(TestCase): maxDiff = None default_kwargs = {'extensions': ['abbr']} def test_ignore_atomic(self): self.assertMarkdownRenders( self.dedent( """ This <https://example.com/{YAFR}> *[YAFR]: Yet Another Feature Request ...
TestAbbr
python
mlflow__mlflow
tests/genai/judges/test_judge_base.py
{ "start": 260, "end": 3523 }
class ____(Judge): def __init__(self, name: str, custom_instructions: str | None = None, **kwargs): super().__init__(name=name, **kwargs) self._custom_instructions = custom_instructions @property def instructions(self) -> str: if self._custom_instructions: return self._c...
MockJudgeImplementation
python
google__jax
jax/_src/lax/lax.py
{ "start": 369190, "end": 373344 }
class ____: allow_conversion: bool = True @staticmethod def physical_element_aval(dtype) -> core.ShapedArray: return core.ShapedArray((), np.dtype('int32')) @staticmethod def result_handler(sticky_device, aval): def handler(_, buf): buf.aval = core.ShapedArray(buf.shape, buf.dtype) retur...
BIntRules
python
doocs__leetcode
solution/0200-0299/0270.Closest Binary Search Tree Value/Solution.py
{ "start": 192, "end": 733 }
class ____: def closestValue(self, root: Optional[TreeNode], target: float) -> int: def dfs(node: Optional[TreeNode]): if node is None: return nxt = abs(target - node.val) nonlocal ans, diff if nxt < diff or (nxt == diff and node.val < ans): ...
Solution
python
mozilla__bleach
tests_website/server.py
{ "start": 210, "end": 1157 }
class ____(http.server.SimpleHTTPRequestHandler): # Prevent 'cannot bind to address' errors on restart allow_reuse_address = True def do_POST(self): content_len = int(self.headers.get("content-length", 0)) body = self.rfile.read(content_len) print("read {} bytes: {}".format(content_...
BleachCleanHandler
python
run-llama__llama_index
llama-index-core/llama_index/core/schema.py
{ "start": 14687, "end": 19328 }
class ____(BaseModel): """ A container class for media content. This class represents a generic media resource that can be stored and accessed in multiple ways - as raw bytes, on the filesystem, or via URL. It also supports storing vector embeddings for the media content. Attributes: e...
MediaResource
python
pytorch__pytorch
torch/utils/benchmark/utils/_stubs.py
{ "start": 645, "end": 1026 }
class ____(Protocol): """Replicates the valgrind endpoints in `torch._C`. These bindings are used to collect Callgrind profiles on earlier versions of PyTorch and will eventually be removed. """ __file__: str __name__: str def _valgrind_supported_platform(self) -> bool: ... de...
CallgrindModuleType
python
doocs__leetcode
solution/2000-2099/2008.Maximum Earnings From Taxi/Solution2.py
{ "start": 0, "end": 358 }
class ____: def maxTaxiEarnings(self, n: int, rides: List[List[int]]) -> int: rides.sort(key=lambda x: x[1]) f = [0] * (len(rides) + 1) for i, (st, ed, tip) in enumerate(rides, 1): j = bisect_left(rides, st + 1, hi=i, key=lambda x: x[1]) f[i] = max(f[i - 1], f[j] + ed...
Solution
python
google__pytype
pytype/pyc/opcodes.py
{ "start": 20984, "end": 21084 }
class ____(OpcodeWithArg): _FLAGS = HAS_ARGUMENT | HAS_CONST | NO_NEXT __slots__ = ()
RETURN_CONST
python
pandas-dev__pandas
pandas/tests/test_algos.py
{ "start": 67406, "end": 69625 }
class ____: @pytest.mark.parametrize( "arr", [ [np.nan, np.nan, 5.0, 5.0, 5.0, np.nan, 1, 2, 3, np.nan], [4.0, np.nan, 5.0, 5.0, 5.0, np.nan, 1, 2, 4.0, np.nan], ], ) def test_scipy_compat(self, arr): sp_stats = pytest.importorskip("scipy.stats") ...
TestRank
python
PyCQA__pylint
tests/functional/s/super/super_checks.py
{ "start": 3461, "end": 3636 }
class ____: """type(self) may lead to recursion loop in derived classes""" def __init__(self): super(type(self), self).__init__() # [bad-super-call]
SuperWithType
python
ray-project__ray
rllib/examples/envs/classes/multi_agent/footsies/utils.py
{ "start": 748, "end": 805 }
class ____: p1: str p2: str prob: float
Matchup
python
pandas-dev__pandas
asv_bench/benchmarks/inference.py
{ "start": 8346, "end": 8662 }
class ____: def setup(self): ints = np.random.randint(0, 60, size=10000) self.arr = [f"{i} days" for i in ints] self.arr[-1] = "apple" def time_convert(self): to_timedelta(self.arr, errors="coerce") from .pandas_vb_common import setup # noqa: F401 isort:skip
ToTimedeltaErrors
python
pytorch__pytorch
torch/_dynamo/bytecode_transformation.py
{ "start": 1190, "end": 1991 }
class ____: start: "Instruction" end: "Instruction" target: "Instruction" depth: int lasti: bool def __repr__(self) -> str: return ( f"InstructionExnTabEntry(start={self.start.short_inst_repr()}, " f"end={self.end.short_inst_repr()}, " f"target={self....
InstructionExnTabEntry
python
django__django
tests/flatpages_tests/test_views.py
{ "start": 2462, "end": 5199 }
class ____(TestDataMixin, TestCase): def test_view_flatpage(self): "A flatpage can be served through a view" response = self.client.get("/flatpage_root/flatpage/") self.assertContains(response, "<p>Isn't it flat!</p>") def test_view_non_existent_flatpage(self): """A nonexistent ...
FlatpageViewTests
python
pydantic__pydantic
pydantic-core/tests/serializers/test_any.py
{ "start": 13297, "end": 14931 }
class ____: def __repr__(self): return '<Foobar repr>' def test_unknown_type(any_serializer: SchemaSerializer): f = Foobar() assert any_serializer.to_python(f) == f with pytest.raises(PydanticSerializationError, match="Unable to serialize unknown type: <class '.+Foobar'>"): any_serial...
Foobar
python
gevent__gevent
src/gevent/testing/testcase.py
{ "start": 1651, "end": 3505 }
class ____(object): @flaky.reraises_flaky_timeout() def assertTimeoutAlmostEqual(self, first, second, places=None, msg=None, delta=None): try: self.assertAlmostEqual(first, second, places=places, msg=msg, delta=delta) except AssertionError: flaky.reraiseFlakyTestTimeout()...
TimeAssertMixin
python
spyder-ide__spyder
external-deps/spyder-kernels/spyder_kernels/comms/commbase.py
{ "start": 2323, "end": 2921 }
class ____(RuntimeError): pass def stacksummary_to_json(stack): """StackSummary to json.""" return [ { "filename": frame.filename, "lineno": frame.lineno, "name": frame.name, "line": frame.line } for frame in stack ] def stacksu...
CommError
python
apache__airflow
providers/amazon/tests/unit/amazon/aws/operators/test_bedrock.py
{ "start": 2959, "end": 7113 }
class ____: CUSTOMIZE_JOB_ARN = "valid_arn" CUSTOMIZE_JOB_NAME = "testModelJob" @pytest.fixture def mock_conn(self) -> Generator[BaseAwsConnection, None, None]: with mock.patch.object(BedrockHook, "conn") as _conn: _conn.create_model_customization_job.return_value = { ...
TestBedrockCustomizeModelOperator
python
pytorch__pytorch
torch/nn/modules/pooling.py
{ "start": 30710, "end": 35677 }
class ____(_AvgPoolNd): r"""Applies a 3D average pooling over an input signal composed of several input planes. In the simplest case, the output value of the layer with input size :math:`(N, C, D, H, W)`, output :math:`(N, C, D_{out}, H_{out}, W_{out})` and :attr:`kernel_size` :math:`(kD, kH, kW)` can ...
AvgPool3d
python
pydantic__pydantic
tests/test_main.py
{ "start": 101157, "end": 109339 }
class ____(BaseModel): x: int help_result_string = pydoc.render_doc(Model) """ ) assert 'class Model' in module.help_result_string def test_cannot_use_leading_underscore_field_names(): with pytest.raises( NameError, match="Fields must not use names with leading underscores; e.g., use 'x' ins...
Model
python
vyperlang__vyper
vyper/compiler/output_bundle.py
{ "start": 6787, "end": 9051 }
class ____(OutputBundleWriter): def __init__(self, compiler_data): super().__init__(compiler_data) self._output = {"language": "Vyper", "sources": {}, "settings": {"outputSelection": {}}} def write_sources(self, sources: dict[str, CompilerInput]): out = {} for path, c in source...
SolcJSONWriter
python
spack__spack
lib/spack/spack/detection/path.py
{ "start": 8821, "end": 14435 }
class ____: """Inspects the file-system looking for packages. Guesses places where to look using PATH.""" def default_path_hints(self) -> List[str]: return [] def search_patterns(self, *, pkg: Type["spack.package_base.PackageBase"]) -> List[str]: """Returns the list of patterns used to mat...
Finder
python
bokeh__bokeh
src/bokeh/models/axes.py
{ "start": 8636, "end": 9100 }
class ____(ContinuousAxis): ''' An axis that picks nice numbers for tick locations on a linear scale. Configured with a ``BasicTickFormatter`` by default. ''' # explicit __init__ to support Init signatures def __init__(self, *args: Any, **kwargs: Any) -> None: super().__init__(*args, **kwa...
LinearAxis
python
ray-project__ray
python/ray/_private/utils.py
{ "start": 50966, "end": 58445 }
class ____(contextlib.AbstractContextManager): """Context manager that defers SIGINT signals until the context is left.""" # This is used by Ray's task cancellation to defer cancellation interrupts during # problematic areas, e.g. task argument deserialization. def __init__(self): # Whether a S...
DeferSigint
python
django__django
tests/sessions_tests/tests.py
{ "start": 33593, "end": 36866 }
class ____(SessionTestsMixin, SimpleTestCase): backend = FileSession def setUp(self): # Do file session tests in an isolated directory, and kill it after # we're done. self.original_session_file_path = settings.SESSION_FILE_PATH self.temp_session_store = settings.SESSION_FILE_PA...
FileSessionTests
python
ipython__ipython
IPython/core/display.py
{ "start": 12783, "end": 13414 }
class ____(DisplayObject): """Create a text display object given raw data. Parameters ---------- data : str or unicode The raw data or a URL or file to load the data from. url : unicode A URL to download the data from. filename : unicode Path to a local file to load the ...
TextDisplayObject
python
rapidsai__cudf
python/cudf_polars/cudf_polars/typing/__init__.py
{ "start": 4830, "end": 4922 }
class ____(TypedDict): kind: Literal["list"] inner: DataTypeHeader
_ListDataTypeHeader
python
run-llama__llama_index
llama-index-integrations/tools/llama-index-tools-mcp/tests/schemas.py
{ "start": 237, "end": 283 }
class ____(BaseModel): lst: List[int]
TestList
python
miyuchina__mistletoe
test/test_span_token.py
{ "start": 6151, "end": 6833 }
class ____(unittest.TestCase): def test_attribute(self): token = span_token.RawText('some text') self.assertEqual(token.content, 'some text') def test_no_children(self): token = span_token.RawText('some text') self.assertIsNone(token.children) def test_valid_html_entities(s...
TestRawText
python
huggingface__transformers
src/transformers/models/paligemma/configuration_paligemma.py
{ "start": 886, "end": 5679 }
class ____(PreTrainedConfig): r""" This is the configuration class to store the configuration of a [`PaliGemmaForConditionalGeneration`]. It is used to instantiate an PaliGemmamodel according to the specified arguments, defining the model architecture. Instantiating a configuration with the defaults wil...
PaliGemmaConfig
python
microsoft__pyright
packages/pyright-internal/src/tests/samples/genericType24.py
{ "start": 206, "end": 285 }
class ____(Iterable[T]): def __iter__(self) -> Iterator[T]: ...
IterableProxy
python
sqlalchemy__sqlalchemy
test/dialect/postgresql/test_types.py
{ "start": 209549, "end": 218115 }
class ____(fixtures.TablesTest): __only_on__ = ("postgresql >= 9.3",) __backend__ = True data_type = JSON @classmethod def define_tables(cls, metadata): Table( "data_table", metadata, Column("id", Integer, primary_key=True), Column("name", St...
JSONRoundTripTest
python
scikit-learn__scikit-learn
sklearn/metrics/_plot/precision_recall_curve.py
{ "start": 386, "end": 20526 }
class ____(_BinaryClassifierCurveDisplayMixin): """Precision Recall visualization. It is recommended to use :func:`~sklearn.metrics.PrecisionRecallDisplay.from_estimator` or :func:`~sklearn.metrics.PrecisionRecallDisplay.from_predictions` to create a :class:`~sklearn.metrics.PrecisionRecallDisplay`...
PrecisionRecallDisplay
python
getsentry__sentry
src/sentry/preprod/size_analysis/models.py
{ "start": 1012, "end": 1141 }
class ____(str, Enum): ADDED = "added" REMOVED = "removed" INCREASED = "increased" DECREASED = "decreased"
DiffType
python
ApeWorX__ape
src/ape/cli/commands.py
{ "start": 2144, "end": 5433 }
class ____(click.Command): """ A command that uses the :meth:`~ape.cli.options.network_option`. It will automatically set the network for the duration of the command execution. """ def __init__(self, *args, **kwargs): self._use_cls_types = kwargs.pop("use_cls_types", True) self._net...
ConnectedProviderCommand
python
kamyu104__LeetCode-Solutions
Python/string-compression-iii.py
{ "start": 38, "end": 442 }
class ____(object): def compressedString(self, word): """ :type word: str :rtype: str """ result = [] cnt = 0 for i in xrange(len(word)): cnt += 1 if cnt == 9 or (i+1 == len(word) or word[i+1] != word[i]): result.append(...
Solution
python
run-llama__llama_index
llama-index-core/llama_index/core/schema.py
{ "start": 30763, "end": 32455 }
class ____(BaseComponent): node: SerializeAsAny[BaseNode] score: Optional[float] = None def __str__(self) -> str: score_str = "None" if self.score is None else f"{self.score: 0.3f}" return f"{self.node}\nScore: {score_str}\n" def get_score(self, raise_error: bool = False) -> float: ...
NodeWithScore
python
pytorch__pytorch
torch/utils/data/_utils/worker.py
{ "start": 4822, "end": 14260 }
class ____: seed: int | None = None # The function `_generate_state` is adapted from `numpy.random.SeedSequence` # from https://github.com/numpy/numpy/blob/main/numpy/random/bit_generator.pyx # It's MIT licensed, here is the copyright: # Copyright (c) 2015 Melissa E. O'Neill # Copyright (c) 2019 NumPy Developers...
_ResumeIteration
python
airbytehq__airbyte
airbyte-integrations/connectors/source-github/source_github/github_schema.py
{ "start": 39737, "end": 40186 }
class ____(sgqlc.types.Enum): """Represents the different GitHub Enterprise Importer (GEI) migration sources. Enumeration Choices: * `AZURE_DEVOPS`: An Azure DevOps migration source. * `BITBUCKET_SERVER`: A Bitbucket Server migration source. * `GITHUB_ARCHIVE`: A GitHub Migration API source. ...
MigrationSourceType
python
dagster-io__dagster
examples/project_analytics/dagster_pypi/resources.py
{ "start": 2151, "end": 2284 }
class ____(ConfigurableResource): def get_github_stars(self, _) -> pd.DataFrame: raise NotImplementedError()
GithubResource
python
automl__auto-sklearn
test/test_pipeline/components/classification/test_liblinear.py
{ "start": 165, "end": 837 }
class ____(BaseClassificationComponentTest): __test__ = True res = dict() res["default_iris"] = 1 res["default_iris_iterative"] = -1 res["default_iris_proba"] = 0.3350793047400861 res["default_iris_sparse"] = 0.56 res["default_digits"] = 0.914996964177292 res["default_digits_places"] =...
LibLinearComponentTest
python
pypa__hatch
src/hatch/project/frontend/core.py
{ "start": 8509, "end": 8861 }
class ____: def __init__(self, project: Project, env: EnvironmentInterface) -> None: self._project = project self._env = env @staticmethod def inject_data(script: str, data: dict[str, Any]) -> str: # All scripts have a constant dictionary on top return script.replace("{}", r...
BuildFrontendScripts
python
sqlalchemy__sqlalchemy
lib/sqlalchemy/dialects/sqlite/pysqlite.py
{ "start": 17415, "end": 23750 }
class ____(SQLiteDialect): default_paramstyle = "qmark" supports_statement_cache = True returns_native_bytes = True colspecs = util.update_copy( SQLiteDialect.colspecs, { sqltypes.Date: _SQLite_pysqliteDate, sqltypes.TIMESTAMP: _SQLite_pysqliteTimeStamp, ...
SQLiteDialect_pysqlite
python
doocs__leetcode
solution/0600-0699/0645.Set Mismatch/Solution.py
{ "start": 0, "end": 210 }
class ____: def findErrorNums(self, nums: List[int]) -> List[int]: n = len(nums) s1 = (1 + n) * n // 2 s2 = sum(set(nums)) s = sum(nums) return [s - s2, s1 - s2]
Solution
python
getsentry__sentry-python
sentry_sdk/tracing.py
{ "start": 4287, "end": 6389 }
class ____(str, Enum): COMPONENT = "component" CUSTOM = "custom" ROUTE = "route" TASK = "task" URL = "url" VIEW = "view" def __str__(self): # type: () -> str return self.value # These are typically high cardinality and the server hates them LOW_QUALITY_TRANSACTION_SOURCES ...
TransactionSource
python
walkccc__LeetCode
solutions/3134. Find the Median of the Uniqueness Array/3134.py
{ "start": 0, "end": 802 }
class ____: def medianOfUniquenessArray(self, nums: list[int]): n = len(nums) subarrayCount = n * (n + 1) // 2 medianCount = (subarrayCount + 1) // 2 # Similar to 992. Subarrays with K Different Integers def subarraysWithAtMostKDistinct(k: int) -> int: res = 0 count = collections.Coun...
Solution
python
run-llama__llama_index
llama-index-integrations/tools/llama-index-tools-scrapegraph/tests/test_tools_scrapegraph.py
{ "start": 11707, "end": 14518 }
class ____: """Test Agentic Scraper functionality.""" def test_agentic_scraper_with_schema(self, tool_spec_from_env): """Test agentic scraper with schema.""" tool_spec, mock_client = tool_spec_from_env prompt = "Navigate and extract product info" url = "https://example.com" ...
TestAgenticScraper
python
scikit-learn__scikit-learn
sklearn/feature_extraction/image.py
{ "start": 17469, "end": 23608 }
class ____(TransformerMixin, BaseEstimator): """Extracts patches from a collection of images. Read more in the :ref:`User Guide <image_feature_extraction>`. .. versionadded:: 0.9 Parameters ---------- patch_size : tuple of int (patch_height, patch_width), default=None The dimensions o...
PatchExtractor
python
ray-project__ray
python/ray/tests/chaos/streaming_llm.py
{ "start": 427, "end": 1039 }
class ____: def __init__(self, dup_times: int): self.dup_times = dup_times async def __call__(self, prompt: str): for word in prompt.split(): rev = word[::-1] for _ in range(self.dup_times): await asyncio.sleep(0.001) # Ideally we want to ...
ReverseAndDupEachWord
python
sqlalchemy__sqlalchemy
lib/sqlalchemy/dialects/mssql/json.py
{ "start": 3498, "end": 4182 }
class ____: def _format_value(self, value): raise NotImplementedError() def bind_processor(self, dialect): super_proc = self.string_bind_processor(dialect) def process(value): value = self._format_value(value) if super_proc: value = super_proc(va...
_FormatTypeMixin
python
run-llama__llama_index
llama-index-integrations/embeddings/llama-index-embeddings-oci-data-science/tests/test_oci_data_science_client.py
{ "start": 1845, "end": 3723 }
class ____: """Unit tests for _should_retry_exception function.""" def test_http_status_error_in_force_list(self): """Ensures it returns True for HTTPStatusError with status in STATUS_FORCE_LIST.""" response_mock = Mock() response_mock.status_code = 500 original_exception = http...
TestShouldRetryException
python
getsentry__sentry
tests/sentry/api/endpoints/test_project_filter_details.py
{ "start": 49, "end": 2913 }
class ____(APITestCase): endpoint = "sentry-api-0-project-filters-details" method = "put" def setUp(self) -> None: super().setUp() self.login_as(user=self.user) def test_put(self) -> None: org = self.create_organization(name="baz", slug="1", owner=self.user) team = self...
ProjectFilterDetailsTest
python
miyuchina__mistletoe
test/test_contrib/test_jira_renderer.py
{ "start": 1357, "end": 7009 }
class ____(BaseRendererTest): def setUp(self): super().setUp() self.renderer = JiraRenderer() self.renderer.__enter__() self.addCleanup(self.renderer.__exit__, None, None, None) self.sampleOutputExtension = 'jira' def genRandomString(self, n, hasWhitespace=False): ...
TestJiraRenderer
python
airbytehq__airbyte
airbyte-integrations/connectors/source-google-analytics-v4/source_google_analytics_v4/source.py
{ "start": 22921, "end": 26893 }
class ____(AbstractSource): """Google Analytics lets you analyze data about customer engagement with your website or application.""" @staticmethod def get_authenticator(config: Mapping) -> Oauth2Authenticator: # backwards compatibility, credentials_json used to be in the top level of the connector ...
SourceGoogleAnalyticsV4
python
apache__airflow
providers/telegram/tests/unit/telegram/operators/test_telegram.py
{ "start": 1039, "end": 6923 }
class ____: @pytest.fixture(autouse=True) def setup_connections(self, create_connection_without_db): create_connection_without_db( Connection( conn_id="telegram_default", conn_type="http", password=TELEGRAM_TOKEN, ) ) ...
TestTelegramOperator
python
tensorflow__tensorflow
tensorflow/python/ops/ragged/ragged_dynamic_partition_op_test.py
{ "start": 1348, "end": 10434 }
class ____(test_util.TensorFlowTestCase, parameterized.TestCase): @parameterized.parameters([ dict( # empty inputs data=[], partitions=[], num_partitions=0, expected=[], expected_ragged_rank=1), dict( # empty data, num_par...
RaggedSegmentStackOpTest
python
ray-project__ray
doc/source/ray-core/doc_code/pattern_pipelining.py
{ "start": 245, "end": 698 }
class ____: def __init__(self, work_queue): self.work_queue = work_queue def process(self, work_item): print(work_item) def run(self): while True: # Get work from the remote queue. work_item = ray.get(self.work_queue.get_work_item.remote()) if w...
WorkerWithoutPipelining
python
apache__airflow
dev/breeze/src/airflow_breeze/global_constants.py
{ "start": 8546, "end": 8724 }
class ____(SelectiveTestType): ALWAYS = "Always" API = "API" CLI = "CLI" CORE = "Core" SERIALIZATION = "Serialization" OTHER = "Other"
SelectiveCoreTestType
python
wandb__wandb
wandb/sdk/internal/handler.py
{ "start": 2182, "end": 31549 }
class ____: _consolidated_summary: SummaryDict _sampled_history: Dict[str, sample.UniformSampleAccumulator] _partial_history: Dict[str, Any] _run_proto: Optional[RunRecord] _settings: SettingsStatic _record_q: "Queue[Record]" _result_q: "Queue[Result]" _stopped: Event _writer_q: "Que...
HandleManager
python
numba__numba
numba/cpython/listobj.py
{ "start": 1289, "end": 4090 }
class ____(object): @property def size(self): return self._payload.size @size.setter def size(self, value): self._payload.size = value @property def dirty(self): return self._payload.dirty @property def data(self): return self._payload._get_ptr_by_name...
_ListPayloadMixin
python
huggingface__transformers
src/transformers/models/falcon_mamba/modular_falcon_mamba.py
{ "start": 25779, "end": 25842 }
class ____(MambaBlock): pass @auto_docstring
FalconMambaBlock
python
aio-libs__aiohttp
aiohttp/web_runner.py
{ "start": 9917, "end": 10502 }
class ____(BaseRunner[BaseRequest]): """Low-level web server runner""" __slots__ = ("_web_server",) def __init__( self, web_server: Server[BaseRequest], *, handle_signals: bool = False, **kwargs: Any, ) -> None: super().__init__(handle_signals=handle_sig...
ServerRunner
python
python-poetry__poetry
src/poetry/console/exceptions.py
{ "start": 4002, "end": 7669 }
class ____(PoetryConsoleError): """ Represents a runtime error in the Poetry console application. """ def __init__( self, reason: str, messages: list[ConsoleMessage] | None = None, exit_code: int = 1, ) -> None: super().__init__(reason) self.exit_code...
PoetryRuntimeError
python
getsentry__sentry
tests/sentry/testutils/helpers/test_features.py
{ "start": 3752, "end": 7805 }
class ____(TestCase): """Test that nested with_feature contexts work correctly with proper precedence.""" def setUp(self) -> None: self.org = self.create_organization() def test_nested_context_managers_override(self) -> None: """Test that nested context managers properly override outer con...
TestNestedFeatureOverrides
python
django__django
tests/generic_views/views.py
{ "start": 8332, "end": 8620 }
class ____(generic.FormView): form_class = ContactForm success_url = reverse_lazy("authors_list") template_name = "generic_views/form.html" def form_valid(self, form): form.add_error(None, "There is an error") return self.form_invalid(form)
LateValidationView
python
yandexdataschool__Practical_RL
week02_value_based/mdp.py
{ "start": 359, "end": 6695 }
class ____: def __init__(self, transition_probs, rewards, initial_state=None, seed=None): """ Defines an MDP. Compatible with gym Env. :param transition_probs: transition_probs[s][a][s_next] = P(s_next | s, a) A dict[state -> dict] of dicts[action -> dict] of dicts[next_state -> ...
MDP
python
ansible__ansible
lib/ansible/executor/powershell/module_manifest.py
{ "start": 1147, "end": 1453 }
class ____: content: dataclasses.InitVar[bytes] path: str script: str = dataclasses.field(init=False) def __post_init__(self, content: bytes) -> None: object.__setattr__(self, 'script', base64.b64encode(content).decode()) @dataclasses.dataclass(frozen=True, kw_only=True)
_ScriptInfo
python
fastai__fastai
fastai/torch_core.py
{ "start": 26863, "end": 36601 }
class ____(nn.Module, metaclass=PrePostInitMeta): "Same as `nn.Module`, but no need for subclasses to call `super().__init__`" def __pre_init__(self, *args, **kwargs): super().__init__() def __init__(self): pass # %% ../nbs/00_torch_core.ipynb 169 from torch.nn.parallel import DistributedDataParallel # %%...
Module
python
cython__cython
runtests.py
{ "start": 34311, "end": 58849 }
class ____(unittest.TestCase): def __init__(self, test_directory, workdir, module, module_path, tags, language='c', preparse='id', expect_log=(), annotate=False, cleanup_workdir=True, cleanup_sharedlibs=True, cleanup_failures=True, cython_only=False, test_selector=...
CythonCompileTestCase
python
tensorflow__tensorflow
tensorflow/python/distribute/numpy_dataset_test.py
{ "start": 935, "end": 1498 }
class ____(test.TestCase): @test_util.run_in_graph_and_eager_modes def test_creating_var_with_numpy_arrays(self): with self.cached_session() as session: x = np.asarray(np.random.random((64, 3)), dtype=np.float32) initial = np.zeros_like(x) var_x = variable_v1.VariableV1(initial) numpy_d...
InitVarFromNumpyTest
python
mlflow__mlflow
mlflow/tracking/context/databricks_notebook_context.py
{ "start": 423, "end": 1785 }
class ____(RunContextProvider): def in_context(self): return databricks_utils.is_in_databricks_notebook() def tags(self): notebook_id = databricks_utils.get_notebook_id() notebook_path = databricks_utils.get_notebook_path() webapp_url = databricks_utils.get_webapp_url() ...
DatabricksNotebookRunContext
python
conda__conda
conda/gateways/connection/session.py
{ "start": 3972, "end": 4783 }
class ____(type): """ Takes advice from https://github.com/requests/requests/issues/1871#issuecomment-33327847 and creates one Session instance per thread. """ def __new__(mcs, name, bases, dct): dct["_thread_local"] = local() return super().__new__(mcs, name, bases, dct) def _...
CondaSessionType
python
django-guardian__django-guardian
guardian/testapp/tests/test_shortcuts.py
{ "start": 62912, "end": 72361 }
class ____(TestCase): """ Tests to investigate the reported issue where get_perms doesn't return a superset of get_user_perms. """ def setUp(self): self.user = User.objects.create_user(username="testuser", email="test@example.com") self.group = Group.objects.create(name="testgroup") ...
GetPermsVsGetUserPermsTest
python
pypa__twine
twine/repository.py
{ "start": 1111, "end": 9020 }
class ____: def __init__( self, repository_url: str, username: Optional[str], password: Optional[str], disable_progress_bar: bool = False, ) -> None: self.url = repository_url self.session = make_requests_session() # requests.Session.auth should b...
Repository
python
python-attrs__attrs
src/attr/_compat.py
{ "start": 915, "end": 2829 }
class ____: """ Extract type annotations from a callable, returning None whenever there is none. """ __slots__ = ["sig"] def __init__(self, callable): try: self.sig = inspect.signature(callable) except (ValueError, TypeError): # inspect failed self.sig ...
_AnnotationExtractor
python
aio-libs__aiohttp
aiohttp/helpers.py
{ "start": 18455, "end": 19983 }
class ____: """Timeout handle""" __slots__ = ("_timeout", "_loop", "_ceil_threshold", "_callbacks") def __init__( self, loop: asyncio.AbstractEventLoop, timeout: float | None, ceil_threshold: float = 5, ) -> None: self._timeout = timeout self._loop = loo...
TimeoutHandle
python
redis__redis-py
redis/asyncio/connection.py
{ "start": 2417, "end": 27335 }
class ____: """Manages communication to and from a Redis server""" __slots__ = ( "db", "username", "client_name", "lib_name", "lib_version", "credential_provider", "password", "socket_timeout", "socket_connect_timeout", "redis_conn...
AbstractConnection
python
keras-team__keras
keras/src/ops/image.py
{ "start": 25505, "end": 31612 }
class ____(Operation): def __init__( self, size, strides=None, dilation_rate=1, padding="valid", data_format=None, *, name=None, ): super().__init__(name=name) if isinstance(size, int): size = (size, size, size) ...
ExtractPatches3D
python
scrapy__scrapy
tests/CrawlerProcess/asyncio_enabled_no_reactor.py
{ "start": 308, "end": 662 }
class ____(scrapy.Spider): name = "no_request" async def start(self): return yield process = CrawlerProcess( settings={ "TWISTED_REACTOR": "twisted.internet.asyncioreactor.AsyncioSelectorReactor", "EXTENSIONS": {ReactorCheckExtension: 0}, } ) process.crawl(NoRequestsSp...
NoRequestsSpider
python
sqlalchemy__sqlalchemy
test/orm/dml/test_orm_upd_del_inheritance.py
{ "start": 12523, "end": 14102 }
class ____(fixtures.TestBase, AssertsCompiledSQL): __dialect__ = "default" @testing.fixture def inherit_fixture(self, decl_base): def go(poly_type): class Person(decl_base): __tablename__ = "person" id = Column(Integer, primary_key=True) ...
InheritWPolyTest
python
walkccc__LeetCode
solutions/3179. Find the N-th Value After K Seconds/3179.py
{ "start": 0, "end": 126 }
class ____: def valueAfterKSeconds(self, n: int, k: int) -> int: return math.comb(n + k - 1, n - 1) % 1_000_000_007
Solution
python
celery__celery
celery/backends/mongodb.py
{ "start": 830, "end": 11465 }
class ____(BaseBackend): """MongoDB result backend. Raises: celery.exceptions.ImproperlyConfigured: if module :pypi:`pymongo` is not available. """ mongo_host = None host = 'localhost' port = 27017 user = None password = None database_name = 'celery' taskmet...
MongoBackend
python
pytransitions__transitions
transitions/extensions/diagrams.py
{ "start": 12508, "end": 12698 }
class ____(GraphMachine, HierarchicalMarkupMachine): """ A hierarchical state machine with graph support. """ transition_cls = NestedGraphTransition
HierarchicalGraphMachine