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 | pytorch__pytorch | torch/ao/pruning/_experimental/data_sparsifier/lightning/tests/test_callbacks.py | {
"start": 5142,
"end": 12022
} | class ____(TestCase):
"""Class to test in-training version of lightning callback
Simulates model training and makes sure that each hook is doing what is expected
"""
def _check_on_train_start(
self, pl_module, callback, sparsifier_args, scheduler_args
):
"""Makes sure that the data_... | TestTrainingAwareCallback |
python | getsentry__sentry | src/social_auth/fields.py | {
"start": 323,
"end": 2141
} | class ____(TextField):
"""Simple JSON field that stores python structures as JSON strings
on database.
"""
def contribute_to_class(self, cls: type[Model], name: str, private_only: bool = False) -> None:
"""
Add a descriptor for backwards compatibility
with previous Django behavi... | JSONField |
python | apache__airflow | providers/google/tests/unit/google/cloud/hooks/test_compute.py | {
"start": 20348,
"end": 25848
} | class ____:
def setup_method(self):
with mock.patch(
"airflow.providers.google.common.hooks.base_google.GoogleBaseHook.__init__",
new=mock_base_gcp_hook_no_default_project_id,
):
self.gce_hook_no_project_id = ComputeEngineHook(gcp_conn_id="test")
@mock.patch(... | TestGcpComputeHookNoDefaultProjectId |
python | openai__openai-python | tests/api_resources/test_models.py | {
"start": 4391,
"end": 8753
} | class ____:
parametrize = pytest.mark.parametrize(
"async_client", [False, True, {"http_client": "aiohttp"}], indirect=True, ids=["loose", "strict", "aiohttp"]
)
@parametrize
async def test_method_retrieve(self, async_client: AsyncOpenAI) -> None:
model = await async_client.models.retri... | TestAsyncModels |
python | pydata__xarray | asv_bench/benchmarks/groupby.py | {
"start": 2941,
"end": 3488
} | class ____(GroupBy):
"""Run groupby tests using dask DataFrame."""
def setup(self, *args, **kwargs):
# Skip testing in CI as it won't ever change in a commit:
_skip_slow()
requires_dask()
super().setup(**kwargs)
self.ds1d = self.ds1d.chunk({"dim_0": 50}).to_dask_datafra... | GroupByDaskDataFrame |
python | pytorch__pytorch | benchmarks/serialization/simple_measurement.py | {
"start": 87,
"end": 1062
} | class ____(Benchmark):
def benchmark(self):
x = [torch.ones(200, 200) for i in range(30)]
with Timer() as big1:
torch.save(x, "big_tensor.zip", _use_new_zipfile_serialization=use_new)
with Timer() as big2:
torch.load("big_tensor.zip")
x = [torch.ones(10, 10)... | Basic |
python | pytorch__pytorch | test/test_sparse_semi_structured.py | {
"start": 9985,
"end": 23528
} | class ____(TestCase):
def setUp(self):
if len(SEMI_STRUCTURED_SUPPORTED_BACKENDS) == 0:
self.skipTest('semi-structured sparsity has no available backend!')
if IS_WINDOWS:
self.skipTest("torch.compile not supported on windows")
@inference_dtypes
@parametrize_backends... | TestSparseSemiStructured |
python | python-poetry__poetry | src/poetry/utils/env/python/manager.py | {
"start": 1341,
"end": 11052
} | class ____:
@overload
def __init__(self, *, python: findpython.PythonVersion) -> None: ...
@overload
def __init__(
self, executable: str | Path, version: Version | None = None
) -> None: ...
# we overload __init__ to ensure we do not break any downstream plugins
# that use the this... | Python |
python | getsentry__sentry-python | sentry_sdk/scope.py | {
"start": 3183,
"end": 3304
} | class ____(Enum):
CURRENT = "current"
ISOLATION = "isolation"
GLOBAL = "global"
MERGED = "merged"
| ScopeType |
python | tensorflow__tensorflow | tensorflow/python/autograph/pyct/cfg.py | {
"start": 5495,
"end": 8445
} | class ____(object):
"""Base class for a CFG visitors.
This implementation is not thread safe.
The visitor has some facilities to simplify dataflow analyses. In particular,
it allows revisiting the nodes at the decision of the subclass. This can be
used to visit the graph until the state reaches a fixed poin... | GraphVisitor |
python | plotly__plotly.py | plotly/graph_objs/scattergeo/_stream.py | {
"start": 233,
"end": 3526
} | class ____(_BaseTraceHierarchyType):
_parent_path_str = "scattergeo"
_path_str = "scattergeo.stream"
_valid_props = {"maxpoints", "token"}
@property
def maxpoints(self):
"""
Sets the maximum number of points to keep on the plots from an
incoming stream. If `maxpoints` is set... | Stream |
python | walkccc__LeetCode | solutions/2834. Find the Minimum Possible Sum of a Beautiful Array/2834.py | {
"start": 0,
"end": 793
} | class ____:
# Same as 2829. Determine the Minimum Sum of a k-avoiding Array
def minimumPossibleSum(self, n: int, target: int) -> int:
# These are the unique pairs that sum up to k (target):
# (1, k - 1), (2, k - 2), ..., (ceil(k // 2), floor(k // 2)).
# Our optimal strategy is to select 1, 2, ..., floor... | Solution |
python | readthedocs__readthedocs.org | readthedocs/core/views/__init__.py | {
"start": 3070,
"end": 4952
} | class ____(TemplateView):
"""
Render templated error pages.
This can be used both for testing and as a generic error view. This supports
multiple subpaths for errors, as we need to show application themed errors
for dashboard users and minimal error pages for documentation readers.
Template re... | ErrorView |
python | kamyu104__LeetCode-Solutions | Python/minimum-right-shifts-to-sort-the-array.py | {
"start": 37,
"end": 445
} | class ____(object):
def minimumRightShifts(self, nums):
"""
:type nums: List[int]
:rtype: int
"""
i = next((i for i in xrange(len(nums)) if not nums[i] < nums[(i+1)%len(nums)]), len(nums))
j = next((j for j in xrange(i+1, len(nums)) if not nums[j%len(nums)] < nums[(j+... | Solution |
python | celery__celery | celery/worker/pidbox.py | {
"start": 2155,
"end": 3630
} | class ____(Pidbox):
"""Worker pidbox (greenlet)."""
_node_shutdown = None
_node_stopped = None
_resets = 0
def start(self, c):
c.pool.spawn_n(self.loop, c)
def on_stop(self):
if self._node_stopped:
self._node_shutdown.set()
debug('Waiting for broadcast ... | gPidbox |
python | microsoft__pyright | packages/pyright-internal/src/tests/samples/property1.py | {
"start": 1434,
"end": 1626
} | class ____:
@property
def name(self) -> str:
return "bar"
p1: property = ClassA.read_only_prop
p2: property = ClassA.read_write_prop
p3: property = ClassA.deletable_prop
| ClassB |
python | pydantic__pydantic | pydantic/v1/errors.py | {
"start": 9032,
"end": 9294
} | class ____(PydanticValueError):
code = 'frozenset.min_items'
msg_template = 'ensure this value has at least {limit_value} items'
def __init__(self, *, limit_value: int) -> None:
super().__init__(limit_value=limit_value)
| FrozenSetMinLengthError |
python | scipy__scipy | benchmarks/benchmarks/cluster.py | {
"start": 250,
"end": 1017
} | class ____(XPBenchmark):
method = ['single', 'complete', 'average', 'weighted', 'centroid', 'median', 'ward']
param_names = (*XPBenchmark.param_names, "size", "method")
if is_xslow():
size = [100, 180, 325, 585, 1054, 1898, 3420, 6162, 11101, 20000]
else:
size = [2000]
params = (*XPB... | Linkage |
python | huggingface__transformers | src/transformers/models/vilt/modeling_vilt.py | {
"start": 12038,
"end": 13361
} | class ____(nn.Module):
"""
Image to Patch Embedding.
"""
def __init__(self, config):
super().__init__()
image_size, patch_size = config.image_size, config.patch_size
num_channels, hidden_size = config.num_channels, config.hidden_size
image_size = image_size if isinstanc... | ViltPatchEmbeddings |
python | GoogleCloudPlatform__python-docs-samples | appengine/standard/firebase/firenotes/backend/main.py | {
"start": 1050,
"end": 3860
} | class ____(ndb.Model):
"""NDB model class for a user's note.
Key is user id from decrypted token.
"""
friendly_id = ndb.StringProperty()
message = ndb.TextProperty()
created = ndb.DateTimeProperty(auto_now_add=True)
# [START gae_python_query_database]
# This code is for illustration purposes... | Note |
python | apache__airflow | providers/databricks/src/airflow/providers/databricks/exceptions.py | {
"start": 1033,
"end": 1146
} | class ____(AirflowException):
"""Raised when there is an error in sql execution."""
| DatabricksSqlExecutionError |
python | numpy__numpy | numpy/_core/tests/test_umath_complex.py | {
"start": 21059,
"end": 21737
} | class ____:
@pytest.mark.parametrize("arraysize",
[1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 13, 15, 17, 18, 19])
@pytest.mark.parametrize("stride", [-4, -3, -2, -1, 1, 2, 3, 4])
@pytest.mark.parametrize("astype", [np.complex64, np.complex128])
# test to ensure masking and strides ... | TestComplexAbsoluteAVX |
python | fastapi__sqlmodel | docs_src/tutorial/where/tutorial001.py | {
"start": 100,
"end": 1172
} | class ____(SQLModel, table=True):
id: Optional[int] = Field(default=None, primary_key=True)
name: str
secret_name: str
age: Optional[int] = None
sqlite_file_name = "database.db"
sqlite_url = f"sqlite:///{sqlite_file_name}"
engine = create_engine(sqlite_url, echo=True)
def create_db_and_tables():
... | Hero |
python | matplotlib__matplotlib | lib/matplotlib/collections.py | {
"start": 71729,
"end": 78683
} | class ____(LineCollection):
"""
A collection of locations along a single axis at which an "event" occurred.
The events are given by a 1-dimensional array. They do not have an
amplitude and are displayed as parallel lines.
"""
_edge_default = True
def __init__(self,
positi... | EventCollection |
python | redis__redis-py | tests/test_pubsub.py | {
"start": 41808,
"end": 43328
} | class ____:
def test_base_exception(self, r: redis.Redis):
"""
Manually trigger a BaseException inside the parser's .read_response method
and verify that it isn't caught
"""
pubsub = r.pubsub()
pubsub.subscribe("foo")
def is_connected():
return pu... | TestBaseException |
python | sympy__sympy | sympy/matrices/expressions/factorizations.py | {
"start": 233,
"end": 338
} | class ____(Factorization):
@property
def predicates(self):
return (Q.lower_triangular,)
| LofLU |
python | spyder-ide__spyder | spyder/plugins/completion/tests/test_plugin.py | {
"start": 751,
"end": 7931
} | class ____(SpyderCompletionProvider):
COMPLETION_PROVIDER_NAME = 'fake'
CONF_DEFAULTS = [
('key1', 'value1'),
('key2', 'value2'),
('key3', 'value3'),
('key4', 4)
]
CONF_VERSION = "0.1.0"
@pytest.fixture
def completion_receiver(completion_plugin_all_started):
complet... | FakeProvider |
python | wandb__wandb | wandb/vendor/pygments/lexers/objective.py | {
"start": 8561,
"end": 8900
} | class ____(objective(CppLexer)):
"""
For Objective-C++ source code with preprocessor directives.
"""
name = 'Objective-C++'
aliases = ['objective-c++', 'objectivec++', 'obj-c++', 'objc++']
filenames = ['*.mm', '*.hh']
mimetypes = ['text/x-objective-c++']
priority = 0.05 # Lower than ... | ObjectiveCppLexer |
python | scikit-learn__scikit-learn | sklearn/cluster/_dbscan.py | {
"start": 7927,
"end": 20552
} | class ____(ClusterMixin, BaseEstimator):
"""Perform DBSCAN clustering from vector array or distance matrix.
DBSCAN - Density-Based Spatial Clustering of Applications with Noise.
Finds core samples of high density and expands clusters from them.
This algorithm is particularly good for data which contain... | DBSCAN |
python | PyCQA__pylint | tests/functional/n/non/non_iterator_returned.py | {
"start": 1253,
"end": 1654
} | class ____:
def __init__(self, path):
self.path = path
self.file = None
def __iter__(self):
if self.file is not None:
self.file.close()
self.file = open(self.path, encoding="utf-8")
# self file has two inferred values: None and <instance of 'file'>
# ... | FileBasedIterator |
python | ray-project__ray | python/ray/_private/thirdparty/pynvml/pynvml.py | {
"start": 54952,
"end": 55066
} | class ____(Structure):
pass # opaque handle
c_nvmlDevice_t = POINTER(struct_c_nvmlDevice_t)
| struct_c_nvmlDevice_t |
python | kamyu104__LeetCode-Solutions | Python/make-array-elements-equal-to-zero.py | {
"start": 129,
"end": 621
} | class ____(object):
def countValidSelections(self, nums):
"""
:type nums: List[int]
:rtype: int
"""
total = sum(nums)
result = curr = 0
for x in nums:
if not x:
result += max(2-abs(curr-(total-curr)), 0)
else:
... | Solution |
python | astropy__astropy | astropy/io/ascii/sextractor.py | {
"start": 4534,
"end": 4634
} | class ____(core.BaseData):
start_line = 0
delimiter = " "
comment = r"\s*#"
| SExtractorData |
python | justquick__django-activity-stream | actstream/feeds.py | {
"start": 11572,
"end": 11778
} | class ____(ObjectActivityMixin, JSONActivityFeed):
"""
JSON feed of Activity for a given object (where actions involve the given object as any of the entities).
"""
pass
| ObjectJSONActivityFeed |
python | spyder-ide__spyder | spyder/widgets/onecolumntree.py | {
"start": 514,
"end": 781
} | class ____:
CollapseAllAction = "collapse_all_action"
ExpandAllAction = "expand_all_action"
RestoreAction = "restore_action"
CollapseSelectionAction = "collapse_selection_action"
ExpandSelectionAction = "expand_selection_action"
| OneColumnTreeActions |
python | apache__airflow | providers/common/sql/src/airflow/providers/common/sql/operators/sql.py | {
"start": 50067,
"end": 55745
} | class ____(BaseSQLOperator):
"""
Insert rows (e.g. a collection of tuples) into a database table directly from an XCom or Python data structure.
:param table: the name of the table in which the rows will be inserted (templated).
:param conn_id: the connection ID used to connect to the database
:par... | SQLInsertRowsOperator |
python | dagster-io__dagster | helm/dagster/schema/schema/charts/utils/kubernetes.py | {
"start": 1282,
"end": 1325
} | class ____(Image):
tag: str
| ExternalImage |
python | getsentry__sentry | tests/sentry/uptime/endpoints/__init__.py | {
"start": 49,
"end": 188
} | class ____(APITestCase):
def setUp(self) -> None:
super().setUp()
self.login_as(user=self.user)
| UptimeAlertBaseEndpointTest |
python | doocs__leetcode | solution/2000-2099/2008.Maximum Earnings From Taxi/Solution.py | {
"start": 0,
"end": 397
} | class ____:
def maxTaxiEarnings(self, n: int, rides: List[List[int]]) -> int:
@cache
def dfs(i: int) -> int:
if i >= len(rides):
return 0
st, ed, tip = rides[i]
j = bisect_left(rides, ed, lo=i + 1, key=lambda x: x[0])
return max(dfs(i +... | Solution |
python | airbytehq__airbyte | airbyte-integrations/connectors/source-google-ads/source_google_ads/source.py | {
"start": 538,
"end": 1425
} | class ____(YamlDeclarativeSource):
def __init__(self, catalog: Optional[ConfiguredAirbyteCatalog], config: Optional[Mapping[str, Any]], state: TState, **kwargs):
super().__init__(catalog=catalog, config=config, state=state, **{"path_to_yaml": "manifest.yaml"})
# Raise exceptions on missing streams
... | SourceGoogleAds |
python | pyqtgraph__pyqtgraph | pyqtgraph/graphicsItems/GraphicsItem.py | {
"start": 509,
"end": 1096
} | class ____(OrderedDict):
'Limit size, evicting the least recently looked-up key when full'
def __init__(self, maxsize=128, *args, **kwds):
self.maxsize = maxsize
super().__init__(*args, **kwds)
def __getitem__(self, key):
value = super().__getitem__(key)
self.move_to_end(ke... | LRU |
python | has2k1__plotnine | plotnine/themes/theme_gray.py | {
"start": 224,
"end": 5226
} | class ____(theme):
"""
A gray background with white gridlines.
This is the default theme
Parameters
----------
base_size : int
Base font size. All text sizes are a scaled versions of
the base font size.
base_family : str
Base font family. If `None`, use [](`plotnine... | theme_gray |
python | apache__airflow | task-sdk/src/airflow/sdk/definitions/param.py | {
"start": 1420,
"end": 5370
} | class ____:
"""
Class to hold the default value of a Param and rule set to do the validations.
Without the rule set it always validates and returns the default value.
:param default: The value this Param object holds
:param description: Optional help text for the Param
:param schema: The valid... | Param |
python | facebook__pyre-check | client/command_arguments.py | {
"start": 1636,
"end": 1737
} | class ____(str, enum.Enum):
_value_: str
OBSCURE = "obscure"
TYPE = "type"
| MissingFlowsKind |
python | airbytehq__airbyte | airbyte-integrations/connectors/source-zendesk-support/components.py | {
"start": 204,
"end": 1044
} | class ____(RecordExtractor):
def extract_records(self, response: requests.Response) -> List[Mapping[str, Any]]:
try:
records = response.json().get("ticket_events") or []
except requests.exceptions.JSONDecodeError:
records = []
events = []
for record in record... | ZendeskSupportExtractorEvents |
python | nedbat__coveragepy | coverage/types.py | {
"start": 3615,
"end": 4557
} | class ____(Protocol):
"""Something that can proxy to the coverage configuration settings."""
def get_option(self, option_name: str) -> TConfigValueOut | None:
"""Get an option from the configuration.
`option_name` is a colon-separated string indicating the section and
option name. For... | TConfigurable |
python | scipy__scipy | scipy/fftpack/tests/test_real_transforms.py | {
"start": 6707,
"end": 7144
} | class ____(_TestDCTBase):
def test_definition_ortho(self):
# Test orthornomal mode.
dt = np.result_type(np.float32, self.rdt)
for xr in X:
x = np.array(xr, dtype=self.rdt)
y = dct(x, norm='ortho', type=1)
y2 = naive_dct1(x, norm='ortho')
assert... | _TestDCTIBase |
python | pennersr__django-allauth | allauth/mfa/models.py | {
"start": 550,
"end": 2126
} | class ____(models.Model):
class Type(models.TextChoices):
RECOVERY_CODES = "recovery_codes", _("Recovery codes")
TOTP = "totp", _("TOTP Authenticator")
WEBAUTHN = "webauthn", _("WebAuthn")
objects = AuthenticatorManager()
user = models.ForeignKey(settings.AUTH_USER_MODEL, on_delete... | Authenticator |
python | numpy__numpy | numpy/_core/tests/test_simd_module.py | {
"start": 892,
"end": 3950
} | class ____:
@pytest.mark.parametrize('sfx', all_sfx)
def test_num_lanes(self, sfx):
nlanes = getattr(npyv, "nlanes_" + sfx)
vector = getattr(npyv, "setall_" + sfx)(1)
assert len(vector) == nlanes
@pytest.mark.parametrize('sfx', all_sfx)
def test_type_name(self, sfx):
ve... | Test_SIMD_MODULE |
python | pydantic__pydantic | tests/mypy/outputs/mypy-plugin-strict_ini/plugin_fail.py | {
"start": 7588,
"end": 8098
} | class ____(BaseModel, alias_generator=lambda x: x + '_'):
# MYPY: error: Required dynamic aliases disallowed [pydantic-alias]
x: int = Field(..., alias='y')
# MYPY: error: Required dynamic aliases disallowed [pydantic-alias]
KwargsAliasGeneratorModel2(x=1)
# MYPY: error: Unexpected keyword argument "x" for "Kwa... | KwargsAliasGeneratorModel2 |
python | davidhalter__parso | parso/python/errors.py | {
"start": 45338,
"end": 45516
} | class ____(_CheckAssignmentRule):
def is_issue(self, with_item):
self._check_assignment(with_item.children[2])
@ErrorFinder.register_rule(type='del_stmt')
| _WithItemRule |
python | pytorch__pytorch | torch/fx/experimental/symbolic_shapes.py | {
"start": 105122,
"end": 105335
} | class ____(ShapeGuardPythonPrinter):
def __init__(self, var_to_sources: Mapping[sympy.Symbol, list[Source]]):
super().__init__(var_to_sources, lambda n: n.name(), var_to_sources)
| LoggingShapeGuardPrinter |
python | pytorch__pytorch | test/torch_np/numpy_tests/core/test_multiarray.py | {
"start": 109755,
"end": 109962
} | class ____(TestCase):
def test_test_zero_rank(self):
x = np.array([1, 2, 3])
assert_(isinstance(x[0], (np.int_, np.ndarray)))
assert_(type(x[0, ...]) is np.ndarray)
| TestSubscripting |
python | davidhalter__jedi | jedi/inference/value/instance.py | {
"start": 19062,
"end": 19585
} | class ____(NameWrapper):
def __init__(self, instance, class_member_name):
super().__init__(class_member_name)
self._instance = instance
@iterator_to_value_set
def infer(self):
for result_value in self._wrapped_name.infer():
yield from result_value.py__get__(self._instanc... | LazyInstanceClassName |
python | charliermarsh__ruff | crates/ruff_python_parser/resources/valid/statement/class.py | {
"start": 83,
"end": 119
} | class ____(a=1, *A, **k):
...
| Test |
python | readthedocs__readthedocs.org | readthedocs/storage/s3_storage.py | {
"start": 3685,
"end": 4098
} | class ____(S3PrivateBucketMixin, S3Boto3Storage):
bucket_name = getattr(settings, "S3_BUILD_TOOLS_STORAGE_BUCKET", None)
def __init__(self, *args, **kwargs):
super().__init__(*args, **kwargs)
if not self.bucket_name:
raise ImproperlyConfigured(
"AWS S3 not configure... | S3BuildToolsStorage |
python | ansible__ansible | lib/ansible/utils/collection_loader/_collection_finder.py | {
"start": 38057,
"end": 55019
} | class ____:
# FUTURE: introspect plugin loaders to get these dynamically?
VALID_REF_TYPES = frozenset(_to_text(r) for r in ['action', 'become', 'cache', 'callback', 'cliconf', 'connection',
'doc_fragments', 'filter', 'httpapi', 'inventory', 'lookup',
... | AnsibleCollectionRef |
python | HypothesisWorks__hypothesis | hypothesis-python/src/hypothesis/strategies/_internal/datetime.py | {
"start": 11650,
"end": 14079
} | class ____(SearchStrategy):
def __init__(self, min_value, max_value):
super().__init__()
assert isinstance(min_value, dt.date)
assert isinstance(max_value, dt.date)
assert min_value < max_value
self.min_value = min_value
self.max_value = max_value
def do_draw(sel... | DateStrategy |
python | airbytehq__airbyte | airbyte-integrations/connectors/source-azure-blob-storage/source_azure_blob_storage/stream_reader.py | {
"start": 3575,
"end": 7978
} | class ____(AbstractFileBasedStreamReader):
_credentials = None
def __init__(self, *args, **kwargs):
super().__init__(*args, **kwargs)
self._config = None
@property
def config(self) -> SourceAzureBlobStorageSpec:
return self._config
@config.setter
def config(self, value... | SourceAzureBlobStorageStreamReader |
python | django__django | tests/admin_ordering/tests.py | {
"start": 4217,
"end": 7244
} | class ____(TestCase):
@classmethod
def setUpTestData(cls):
cls.b1 = Band.objects.create(name="Pink Floyd", bio="", rank=1)
cls.b2 = Band.objects.create(name="Foo Fighters", bio="", rank=5)
def setUp(self):
# we need to register a custom ModelAdmin (instead of just using
# Mo... | TestRelatedFieldsAdminOrdering |
python | openai__openai-python | src/openai/types/beta/threads/runs/run_step_delta_event.py | {
"start": 237,
"end": 585
} | class ____(BaseModel):
id: str
"""The identifier of the run step, which can be referenced in API endpoints."""
delta: RunStepDelta
"""The delta containing the fields that have changed on the run step."""
object: Literal["thread.run.step.delta"]
"""The object type, which is always `thread.run.s... | RunStepDeltaEvent |
python | walkccc__LeetCode | solutions/299. Bulls and Cows/299.py | {
"start": 0,
"end": 239
} | class ____:
def getHint(self, secret: str, guess: str) -> str:
bulls = sum(map(operator.eq, secret, guess))
bovine = sum(min(secret.count(x), guess.count(x)) for x in set(guess))
return '%dA%dB' % (bulls, bovine - bulls)
| Solution |
python | huggingface__transformers | src/transformers/models/clip/modeling_clip.py | {
"start": 37207,
"end": 39389
} | class ____(CLIPPreTrainedModel):
config: CLIPTextConfig
input_modalities = ("text",)
_no_split_modules = ["CLIPTextEmbeddings", "CLIPEncoderLayer"]
def __init__(self, config: CLIPTextConfig):
super().__init__(config)
text_model = CLIPTextModel._from_config(config)
self.text_mo... | CLIPTextModelWithProjection |
python | sympy__sympy | sympy/core/coreerrors.py | {
"start": 303,
"end": 642
} | class ____:
"""Wrapper class that lets you specify an expensive to compute
error message that is only evaluated if the error is rendered."""
callback: Callable[[], str]
def __init__(self, callback: Callable[[], str]):
self.callback = callback
def __str__(self):
return self.callback... | LazyExceptionMessage |
python | pytorch__pytorch | torch/ao/quantization/quantizer/xpu_inductor_quantizer.py | {
"start": 2029,
"end": 3797
} | class ____(X86InductorQuantizer):
"""
XPUInductorQuantizer is a class designed to facilitate
quantization capability at Intel GPU backend. The class
highly reuses the existing implementation of
X86InductorQuantizer as both are intended to take advantage
of the optimized kernels in oneDNN library... | XPUInductorQuantizer |
python | huggingface__transformers | src/transformers/models/mbart/modeling_mbart.py | {
"start": 4064,
"end": 5676
} | 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)
... | MBartScaledWordEmbedding |
python | doocs__leetcode | solution/2100-2199/2107.Number of Unique Flavors After Sharing K Candies/Solution.py | {
"start": 0,
"end": 377
} | class ____:
def shareCandies(self, candies: List[int], k: int) -> int:
cnt = Counter(candies[k:])
ans = len(cnt)
for i in range(k, len(candies)):
cnt[candies[i - k]] += 1
cnt[candies[i]] -= 1
if cnt[candies[i]] == 0:
cnt.pop(candies[i])
... | Solution |
python | apache__airflow | providers/google/tests/unit/google/cloud/hooks/test_mlengine.py | {
"start": 29456,
"end": 47038
} | class ____:
def setup_method(self):
with mock.patch(
"airflow.providers.google.cloud.hooks.mlengine.MLEngineHook.__init__",
new=mock_base_gcp_hook_default_project_id,
):
self.hook = hook.MLEngineHook()
@mock.patch(
"airflow.providers.google.common.hoo... | TestMLEngineHookWithDefaultProjectId |
python | mlflow__mlflow | tests/utils/test_annotations.py | {
"start": 1273,
"end": 8250
} | class ____:
"""
A deprecated dataclass with decorators in different order.
"""
m: int
n: int
def test_deprecated_method():
msg = "``tests.utils.test_annotations.MyClass.method`` is deprecated"
with pytest.warns(FutureWarning, match=re.escape(msg)):
assert MyClass().method() == 0
... | AnotherDeprecatedDataClassOrder |
python | langchain-ai__langchain | libs/partners/deepseek/tests/unit_tests/test_chat_models.py | {
"start": 3527,
"end": 9436
} | class ____:
"""Custom tests specific to DeepSeek chat model."""
def test_create_chat_result_with_reasoning_content(self) -> None:
"""Test that reasoning_content is properly extracted from response."""
chat_model = ChatDeepSeek(model=MODEL_NAME, api_key=SecretStr("api_key"))
mock_message... | TestChatDeepSeekCustomUnit |
python | airbytehq__airbyte | airbyte-integrations/connectors/source-amazon-seller-partner/components.py | {
"start": 1046,
"end": 1969
} | class ____(DeclarativeOauth2Authenticator):
"""
This class extends the DeclarativeOauth2Authenticator functionality
and allows to pass custom headers to the refresh access token requests
"""
host: Union[InterpolatedString, str] = None
def __post_init__(self, parameters: Mapping[str, Any]) -> N... | AmazonSPOauthAuthenticator |
python | doocs__leetcode | solution/2700-2799/2746.Decremental String Concatenation/Solution.py | {
"start": 0,
"end": 440
} | class ____:
def minimizeConcatenatedLength(self, words: List[str]) -> int:
@cache
def dfs(i: int, a: str, b: str) -> int:
if i >= len(words):
return 0
s = words[i]
x = dfs(i + 1, a, s[-1]) - int(s[0] == b)
y = dfs(i + 1, s[0], b) - int(... | Solution |
python | google__jax | tests/shard_map_test.py | {
"start": 177299,
"end": 178134
} | class ____(jtu.JaxTestCase):
@staticmethod
def make_mesh(mesh_shape):
return jtu.create_mesh(tuple(mesh_shape.values()), tuple(mesh_shape))
@parameterized.parameters(
sample(jtu.NUM_GENERATED_CASES.value, sample_smap))
def test_against_ref(self, fun_spec, mesh_shape, in_axes, out_axes, axis_name, ar... | SmapSystematicTest |
python | getsentry__sentry | src/sentry/integrations/jira/actions/create_ticket.py | {
"start": 358,
"end": 1544
} | class ____(TicketEventAction):
id = "sentry.integrations.jira.notify_action.JiraCreateTicketAction"
label = "Create a Jira issue in {integration} with these "
ticket_type = "a Jira issue"
link = "https://docs.sentry.io/product/integrations/issue-tracking/jira/#issue-sync"
provider = IntegrationProvi... | JiraCreateTicketAction |
python | huggingface__transformers | src/transformers/models/longt5/modeling_longt5.py | {
"start": 12560,
"end": 13391
} | class ____(nn.Module):
def __init__(self, config: LongT5Config):
super().__init__()
self.wi_0 = nn.Linear(config.d_model, config.d_ff, bias=False)
self.wi_1 = nn.Linear(config.d_model, config.d_ff, bias=False)
self.wo = nn.Linear(config.d_ff, config.d_model, bias=False)
self.... | LongT5DenseGatedActDense |
python | django-extensions__django-extensions | tests/test_management_command.py | {
"start": 1030,
"end": 1545
} | class ____(logging.Handler):
"""Mock logging handler to check for expected logs."""
def __init__(self, *args, **kwargs):
self.reset()
logging.Handler.__init__(self, *args, **kwargs)
def emit(self, record):
self.messages[record.levelname.lower()].append(record.getMessage())
def... | MockLoggingHandler |
python | python-attrs__attrs | typing-examples/mypy.py | {
"start": 7599,
"end": 8131
} | class ____:
a: int = attr.ib()
b: int = attr.ib()
attr.asdict(FactoryTest())
attr.asdict(FactoryTest(), retain_collection_types=False)
def accessing_from_attr() -> None:
"""
Use a function to keep the ns clean.
"""
attr.converters.optional
attr.exceptions.FrozenError
attr.filters.inc... | MatchArgs |
python | pytest-dev__pytest | src/_pytest/logging.py | {
"start": 5111,
"end": 11898
} | class ____(logging.PercentStyle):
"""A logging style with special support for multiline messages.
If the message of a record consists of multiple lines, this style
formats the message as if each line were logged separately.
"""
def __init__(self, fmt: str, auto_indent: int | str | bool | None) -> ... | PercentStyleMultiline |
python | getlogbook__logbook | src/logbook/handlers.py | {
"start": 25688,
"end": 27472
} | class ____(FileHandler):
"""A file handler that will check if the file was moved while it was
open. This might happen on POSIX systems if an application like
logrotate moves the logfile over.
Because of different IO concepts on Windows, this handler will not
work on a windows system.
"""
... | MonitoringFileHandler |
python | xlwings__xlwings | xlwings/constants.py | {
"start": 90111,
"end": 90270
} | class ____:
xlDoNotRepeatLabels = 1 # from enum XlPivotFieldRepeatLabels
xlRepeatLabels = 2 # from enum XlPivotFieldRepeatLabels
| PivotFieldRepeatLabels |
python | huggingface__transformers | src/transformers/models/swiftformer/modeling_swiftformer.py | {
"start": 10847,
"end": 11951
} | class ____(GradientCheckpointingLayer):
"""
A Swiftformer stage consisting of a series of `SwiftFormerConvEncoder` blocks and a final
`SwiftFormerEncoderBlock`.
Input: tensor in shape `[batch_size, channels, height, width]`
Output: tensor in shape `[batch_size, channels, height, width]`
"""
... | SwiftFormerStage |
python | allegroai__clearml | clearml/backend_api/services/v2_23/models.py | {
"start": 117694,
"end": 117931
} | class ____(Response):
"""
Response of models.move endpoint.
"""
_service = "models"
_action = "move"
_version = "2.23"
_schema = {"additionalProperties": True, "definitions": {}, "type": "object"}
| MoveResponse |
python | graphql-python__graphene | graphene/types/tests/test_definition.py | {
"start": 1106,
"end": 1147
} | class ____(Interface):
pass
| MyInterface |
python | tensorflow__tensorflow | tensorflow/compiler/tests/slice_ops_test.py | {
"start": 4579,
"end": 10403
} | class ____(xla_test.XLATestCase):
def test1D(self):
for dtype in self.numeric_types:
with self.session():
i = array_ops.placeholder(dtype, shape=[10])
with self.test_scope():
o = array_ops.strided_slice(i, [2], [6], [2])
params = {
i: [0, 1, 2, 3, 4, 5, 6, 7, 8... | StridedSliceTest |
python | astropy__astropy | astropy/modeling/projections.py | {
"start": 38644,
"end": 38854
} | class ____(Pix2SkyProjection, QuadCube):
r"""
COBE quadrilateralized spherical cube projection - pixel to sky.
Corresponds to the ``CSC`` projection in FITS WCS.
"""
| Pix2Sky_COBEQuadSphericalCube |
python | huggingface__transformers | src/transformers/models/colqwen2/modeling_colqwen2.py | {
"start": 2812,
"end": 4739
} | class ____(ModelOutput):
r"""
loss (`torch.FloatTensor` of shape `(1,)`, *optional*, returned when `labels` is provided):
Language modeling loss (for next-token prediction).
embeddings (`torch.FloatTensor` of shape `(batch_size, sequence_length, hidden_size)`):
The embeddings of the model.
... | ColQwen2ForRetrievalOutput |
python | doocs__leetcode | solution/0600-0699/0673.Number of Longest Increasing Subsequence/Solution2.py | {
"start": 0,
"end": 677
} | class ____:
__slots__ = ["n", "c", "d"]
def __init__(self, n):
self.n = n
self.c = [0] * (n + 1)
self.d = [0] * (n + 1)
def update(self, x, v, cnt):
while x <= self.n:
if self.c[x] < v:
self.c[x] = v
self.d[x] = cnt
el... | BinaryIndexedTree |
python | bokeh__bokeh | src/bokeh/colors/groups.py | {
"start": 7246,
"end": 7767
} | class ____(ColorGroup):
''' CSS "Red" Color Group as defined by https://www.w3schools.com/colors/colors_groups.asp
.. bokeh-color:: lightsalmon
.. bokeh-color:: salmon
.. bokeh-color:: darksalmon
.. bokeh-color:: lightcoral
.. bokeh-color:: indianred
.. bokeh-color:: crimson
.. bokeh-co... | red |
python | getsentry__sentry | src/sentry/workflow_engine/buffer/batch_client.py | {
"start": 1761,
"end": 4508
} | class ____:
"""
Client for interacting with batch processing of delayed workflows.
This is used for managing the listing of projects that need to be processed
"""
_BUFFER_KEY = "workflow_engine_delayed_processing_buffer"
_BUFFER_SHARDS = 8
option = "delayed_workflow.rollout"
def __init... | DelayedWorkflowClient |
python | davidhalter__parso | parso/python/errors.py | {
"start": 23839,
"end": 24520
} | class ____(SyntaxRule):
message = "'return' with value in async generator"
message_async_yield = "'yield' inside async function"
def get_node(self, leaf):
return leaf.parent
def is_issue(self, leaf):
if self._normalizer.context.node.type != 'funcdef':
self.add_issue(self.ge... | _ReturnAndYieldChecks |
python | huggingface__transformers | src/transformers/models/paligemma/modeling_paligemma.py | {
"start": 1566,
"end": 2117
} | class ____(BaseModelOutputWithPast):
r"""
image_hidden_states (`torch.FloatTensor`, *optional*):
A `torch.FloatTensor` of size `(batch_size, num_images, sequence_length, hidden_size)`.
image_hidden_states of the model produced by the vision encoder and after projecting the last hidden state.
... | PaligemmaModelOutputWithPast |
python | numba__numba | numba/tests/test_heapq.py | {
"start": 571,
"end": 14226
} | class ____(MemoryLeakMixin):
def setUp(self):
super(_TestHeapq, self).setUp()
self.rnd = np.random.RandomState(42)
def test_heapify_basic_sanity(self):
pyfunc = heapify
cfunc = jit(nopython=True)(pyfunc)
a = [1, 3, 5, 7, 9, 2, 4, 6, 8, 0]
b = self.listimpl(a)
... | _TestHeapq |
python | matplotlib__matplotlib | lib/matplotlib/_mathtext.py | {
"start": 47198,
"end": 49825
} | class ____(List):
"""A vertical list of boxes."""
def __init__(self, elements: T.Sequence[Node], h: float = 0.0,
m: T.Literal['additional', 'exactly'] = 'additional'):
super().__init__(elements)
self.vpack(h=h, m=m)
def vpack(self, h: float = 0.0,
m: T.Litera... | Vlist |
python | jmcnamara__XlsxWriter | xlsxwriter/test/comparison/test_chart_bar10.py | {
"start": 315,
"end": 1371
} | class ____(ExcelComparisonTest):
"""
Test file created by XlsxWriter against a file created by Excel.
"""
def setUp(self):
self.set_filename("chart_bar10.xlsx")
def test_create_file(self):
"""Test the creation of a simple XlsxWriter file."""
workbook = Workbook(self.got_f... | TestCompareXLSXFiles |
python | apache__airflow | providers/google/tests/unit/google/cloud/operators/test_datacatalog.py | {
"start": 21085,
"end": 22396
} | class ____:
@mock.patch("airflow.providers.google.cloud.operators.datacatalog.CloudDataCatalogHook")
def test_assert_valid_hook_call(self, mock_hook) -> None:
with pytest.warns(AirflowProviderDeprecationWarning):
task = CloudDataCatalogDeleteTagTemplateOperator(
task_id="task... | TestCloudDataCatalogDeleteTagTemplateOperator |
python | ray-project__ray | python/ray/_private/telemetry/open_telemetry_metric_recorder.py | {
"start": 472,
"end": 10305
} | class ____:
"""
A class to record OpenTelemetry metrics. This is the main entry point for exporting
all ray telemetries to Prometheus server.
It uses OpenTelemetry's Prometheus exporter to export metrics.
"""
_metrics_initialized = False
_metrics_initialized_lock = threading.Lock()
def... | OpenTelemetryMetricRecorder |
python | tensorflow__tensorflow | tensorflow/python/distribute/strategy_common_test.py | {
"start": 11237,
"end": 17105
} | class ____(test.TestCase, parameterized.TestCase):
def testDense(self, strategy, tf_function):
if (strategy_test_lib.is_tpu_strategy(strategy) and
tf_function is combinations.no_tf_function):
self.skipTest('Skip TPUStrategy + eager combination.')
@tf_function
def fn():
def replica_f... | ReplicaCtxAllReduceTest |
python | joke2k__faker | faker/providers/currency/de/__init__.py | {
"start": 100,
"end": 6465
} | class ____(CurrencyProvider):
# source: https://www.laenderdaten.info/waehrungen/
currencies: ElementsType[Tuple[str, str]] = (
("AED", "Arabische Dirham"),
("AFN", "Afghani"),
("ALL", "Albanische Lek"),
("AMD", "Armenische Dram"),
("ANG", "Antillen Gulden"),
("A... | Provider |
python | getsentry__sentry | src/sentry/tasks/assemble.py | {
"start": 2356,
"end": 10550
} | class ____(NamedTuple):
# File object stored in the database.
bundle: File
# Temporary in-memory object representing the file used for efficiency.
bundle_temp_file: IO
def delete_bundle(self):
self.bundle.delete()
self.bundle_temp_file.close()
@sentry_sdk.tracing.trace
def assembl... | AssembleResult |
python | aio-libs__aiohttp | aiohttp/http_writer.py | {
"start": 982,
"end": 1343
} | class ____(NamedTuple):
major: int
minor: int
HttpVersion10 = HttpVersion(1, 0)
HttpVersion11 = HttpVersion(1, 1)
_T_OnChunkSent = Optional[
Callable[
[Union[bytes, bytearray, "memoryview[int]", "memoryview[bytes]"]],
Awaitable[None],
]
]
_T_OnHeadersSent = Optional[Callable[["CIMult... | HttpVersion |
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