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 | django__django | django/utils/datastructures.py | {
"start": 10290,
"end": 10863
} | class ____:
"""
Wrap a dict, allowing deferred access to a sub-dict under a given key.
The value at ``deferred_key`` must itself be a dict. Accessing
``DeferredSubDict(parent_dict, deferred_key)[key]`` retrieves
``parent_dict[deferred_key][key]`` at access time, so updates to
the parent dict ar... | DeferredSubDict |
python | h5py__h5py | h5py/tests/test_dataset.py | {
"start": 24005,
"end": 24626
} | class ____(BaseDataset):
"""
Feature: Datasets created from an existing named type
"""
def test_named(self):
""" Named type object works and links the dataset to type """
name = make_name("type")
self.f[name] = np.dtype('f8')
dt = self.f[name]
dset = self.f.... | TestCreateNamedType |
python | readthedocs__readthedocs.org | readthedocs/projects/filters.py | {
"start": 5723,
"end": 6527
} | class ____(ModelFilterSet):
"""
Project list filter set for project list view.
This filter set enables list view sorting using a custom filter, and
provides search-as-you-type lookup filter as well.
"""
slug = FilteredModelChoiceFilter(
label=_("Project"),
empty_label=_("All pr... | ProjectListFilterSet |
python | miyuchina__mistletoe | mistletoe/token.py | {
"start": 577,
"end": 2992
} | class ____:
"""
Base token class.
`Token` has two subclasses:
* `block_token.BlockToken`, for all block level tokens. A block level token
is text which occupies the entire horizontal width of the "page" and is
offset for the surrounding sibling block with line breaks.
* `span_token.Sp... | Token |
python | tqdm__tqdm | tqdm/rich.py | {
"start": 461,
"end": 1376
} | class ____(ProgressColumn):
"""Renders completed/total, e.g. '0.5/2.3 G'."""
def __init__(self, unit_scale=False, unit_divisor=1000):
self.unit_scale = unit_scale
self.unit_divisor = unit_divisor
super().__init__()
def render(self, task):
"""Calculate common unit for complet... | FractionColumn |
python | getsentry__sentry | tests/sentry/post_process_forwarder/test_post_process_forwarder.py | {
"start": 1696,
"end": 6250
} | class ____(TestCase):
def _get_producer(self, cluster_name: str) -> Producer:
conf = settings.KAFKA_CLUSTERS[cluster_name]["common"]
return Producer(conf)
def setUp(self) -> None:
super().setUp()
self.consumer_and_topic_suffix = uuid.uuid4().hex
self.events_topic = f"eve... | PostProcessForwarderTest |
python | kamyu104__LeetCode-Solutions | Python/island-perimeter.py | {
"start": 51,
"end": 996
} | class ____(object):
def islandPerimeter(self, grid):
"""
:type grid: List[List[int]]
:rtype: int
"""
count, repeat = 0, 0
for i in xrange(len(grid)):
for j in xrange(len(grid[i])):
if grid[i][j] == 1:
count += 1
... | Solution |
python | pytest-dev__pytest-django | pytest_django/plugin.py | {
"start": 25051,
"end": 25454
} | class ____:
def __init__(self, db_blocker: DjangoDbBlocker) -> None:
self._db_blocker = db_blocker
def __enter__(self) -> None:
pass
def __exit__(
self,
exc_type: type[BaseException] | None,
exc_value: BaseException | None,
traceback: types.TracebackType | N... | _DatabaseBlockerContextManager |
python | kamyu104__LeetCode-Solutions | Python/flatten-binary-tree-to-linked-list.py | {
"start": 661,
"end": 998
} | class ____(object):
list_head = None
# @param root, a tree node
# @return nothing, do it in place
def flatten(self, root):
if root:
self.flatten(root.right)
self.flatten(root.left)
root.right = self.list_head
root.left = None
self.list_... | Solution2 |
python | facelessuser__pymdown-extensions | tests/test_extensions/test_slugs.py | {
"start": 559,
"end": 1157
} | class ____(util.MdCase):
"""Test Unicode encoded slugs."""
extension = ['markdown.extensions.toc']
extension_configs = {
'markdown.extensions.toc': {
"slugify": slugs.slugify(case="lower", percent_encode=True)
}
}
def test_slug(self):
"""Test the slug output."""... | TestUslugifyEncoded |
python | django__django | tests/annotations/models.py | {
"start": 1052,
"end": 1129
} | class ____(Store):
chain = models.CharField(max_length=255)
| DepartmentStore |
python | huggingface__transformers | tests/repo_utils/test_tests_fetcher.py | {
"start": 2116,
"end": 7514
} | class ____:
'''
This is the docstring.
'''
This is the code. It has been updated
"""
def create_tmp_repo(tmp_dir, models=None):
"""
Creates a repository in a temporary directory mimicking the structure of Transformers. Uses the list of models
provided (which defaults to just `["bert"]`).
... | BertModel |
python | joke2k__faker | tests/providers/test_internet.py | {
"start": 31843,
"end": 32059
} | class ____(TestFilPh):
"""Test tl_PH internet provider methods"""
def test_slug(self, faker):
num_of_samples = 100
for _ in range(num_of_samples):
assert faker.slug() != ""
| TestTlPh |
python | ipython__ipython | IPython/core/prefilter.py | {
"start": 21656,
"end": 22287
} | class ____(PrefilterHandler):
handler_name = Unicode('magic')
esc_strings = List([ESC_MAGIC])
def handle(self, line_info):
"""Execute magic functions."""
ifun = line_info.ifun
the_rest = line_info.the_rest
#Prepare arguments for get_ipython().run_line_magic(magic_name, m... | MagicHandler |
python | google__pytype | pytype/pyi/entire_file_parser_test.py | {
"start": 133,
"end": 396
} | class ____(parser_test_base.ParserTestBase):
def test_builtins(self):
_, builtins = builtin_stubs.GetPredefinedFile("builtins", "builtins")
self.check(builtins, expected=parser_test_base.IGNORE)
if __name__ == "__main__":
unittest.main()
| EntireFileTest |
python | walkccc__LeetCode | solutions/375. Guess Number Higher or Lower II/375-2.py | {
"start": 0,
"end": 426
} | class ____:
def getMoneyAmount(self, n: int) -> int:
# dp[i][j] := the minimum money you need to guarantee a win of picking i..j
dp = [[0] * (n + 2) for _ in range(n + 2)]
for d in range(1, n + 1):
for i in range(1, n - d + 1):
j = i + d
dp[i][j] = math.inf
for k in range(i,... | Solution |
python | plotly__plotly.py | plotly/graph_objs/layout/_shape.py | {
"start": 235,
"end": 48186
} | class ____(_BaseLayoutHierarchyType):
_parent_path_str = "layout"
_path_str = "layout.shape"
_valid_props = {
"editable",
"fillcolor",
"fillrule",
"label",
"layer",
"legend",
"legendgroup",
"legendgrouptitle",
"legendrank",
"leg... | Shape |
python | facebook__pyre-check | client/commands/server_event.py | {
"start": 718,
"end": 1501
} | class ____(enum.Enum):
WATCHMAN = "Watchman"
BUCK_INTERNAL = "BuckInternal"
BUCK_USER = "BuckUser"
PYRE = "Pyre"
UNKNOWN = "Unknown"
def __str__(self) -> str:
return self.value
@staticmethod
def from_string(input_string: str) -> "ErrorKind":
for item in ErrorKind:
... | ErrorKind |
python | scipy__scipy | scipy/sparse/linalg/_matfuncs.py | {
"start": 5607,
"end": 10215
} | class ____(LinearOperator):
"""
For now, this is limited to products of multiple square matrices.
"""
def __init__(self, *args, **kwargs):
self._structure = kwargs.get('structure', None)
for A in args:
if len(A.shape) != 2 or A.shape[0] != A.shape[1]:
raise V... | ProductOperator |
python | PyCQA__isort | isort/_vendored/tomli/_parser.py | {
"start": 6263,
"end": 7279
} | class ____:
def __init__(self) -> None:
# The parsed content of the TOML document
self.dict: Dict[str, Any] = {}
def get_or_create_nest(
self,
key: Key,
*,
access_lists: bool = True,
) -> dict:
cont: Any = self.dict
for k in key:
i... | NestedDict |
python | langchain-ai__langchain | libs/standard-tests/tests/unit_tests/test_decorated_tool.py | {
"start": 341,
"end": 784
} | class ____(ToolsUnitTests):
@property
def tool_constructor(self) -> BaseTool:
return parrot_multiply_tool
@property
def tool_invoke_params_example(self) -> dict:
"""Returns a dictionary representing the "args" of an example tool call.
This should NOT be a ToolCall dict - i.e. i... | TestParrotMultiplyToolUnit |
python | numpy__numpy | numpy/matrixlib/tests/test_defmatrix.py | {
"start": 8601,
"end": 10101
} | class ____:
def test_instance_methods(self):
a = matrix([1.0], dtype='f8')
methodargs = {
'astype': ('intc',),
'clip': (0.0, 1.0),
'compress': ([1],),
'repeat': (1,),
'reshape': (1,),
'swapaxes': (0, 0),
'dot': np.ar... | TestMatrixReturn |
python | pennersr__django-allauth | tests/apps/socialaccount/providers/dingtalk/tests.py | {
"start": 244,
"end": 942
} | class ____(OAuth2TestsMixin, TestCase):
provider_id = DingTalkProvider.id
def get_mocked_response(self):
return MockedResponse(
HTTPStatus.OK,
"""{
"nick": "aiden",
"unionId": "hTaCSb1nM4RXii6jaQvHZqQiEiE",
"avatarUrl": "https://static-legacy.... | DingTalkTests |
python | pandas-dev__pandas | pandas/tests/arrays/categorical/test_indexing.py | {
"start": 10237,
"end": 12967
} | class ____:
def test_contains(self):
# GH#21508
cat = Categorical(list("aabbca"), categories=list("cab"))
assert "b" in cat
assert "z" not in cat
assert np.nan not in cat
with pytest.raises(TypeError, match="unhashable type: 'list'"):
assert [1] in cat
... | TestContains |
python | falconry__falcon | tests/test_after_hooks.py | {
"start": 1362,
"end": 1737
} | class ____:
def __call__(self, req, resp, resource):
fluffiness(req, resp, resource)
def cuteness(req, resp, resource, check, postfix=' and cute'):
assert resource
if resp.text == check:
resp.text += postfix
def resource_aware_cuteness(req, resp, resource):
assert resource
cutene... | ResourceAwareFluffiness |
python | apache__airflow | providers/google/tests/unit/google/cloud/operators/test_cloud_run.py | {
"start": 13658,
"end": 14735
} | class ____:
def test_template_fields(self):
operator = CloudRunListJobsOperator(
task_id=TASK_ID, project_id=PROJECT_ID, region=REGION, limit=2, show_deleted=False
)
_assert_common_template_fields(operator.template_fields)
@mock.patch(CLOUD_RUN_HOOK_PATH)
def test_execu... | TestCloudRunListJobsOperator |
python | pypa__pip | src/pip/_vendor/urllib3/exceptions.py | {
"start": 6817,
"end": 6912
} | class ____(HTTPError):
"""The header provided was somehow invalid."""
pass
| InvalidHeader |
python | doocs__leetcode | solution/1900-1999/1948.Delete Duplicate Folders in System/Solution.py | {
"start": 134,
"end": 1328
} | class ____:
def deleteDuplicateFolder(self, paths: List[List[str]]) -> List[List[str]]:
root = Trie()
for path in paths:
cur = root
for name in path:
if cur.children[name] is None:
cur.children[name] = Trie()
cur = cur.child... | Solution |
python | airbytehq__airbyte | airbyte-integrations/connectors/source-github/fixtures/github.py | {
"start": 673,
"end": 5473
} | class ____:
BASE_URL = "https://api.github.com"
def __init__(self, token: str, repository: str):
self.token = token
self.repository = repository
self.session = requests.Session()
self.session.headers.update(self.get_headers(self.token))
self.branches: Optional[list] = N... | GitHubFiller |
python | getsentry__sentry | tests/acceptance/test_project_alert_settings.py | {
"start": 153,
"end": 1776
} | class ____(AcceptanceTestCase):
def setUp(self) -> None:
super().setUp()
self.user = self.create_user("foo@example.com")
self.org = self.create_organization(name="Rowdy Tiger", owner=None)
self.team = self.create_team(organization=self.org, name="Mariachi Band")
self.project ... | ProjectAlertSettingsTest |
python | pandas-dev__pandas | pandas/util/version/__init__.py | {
"start": 1227,
"end": 2331
} | class ____:
def __repr__(self) -> str:
return "-Infinity"
def __hash__(self) -> int:
return hash(repr(self))
def __lt__(self, other: object) -> bool:
return True
def __le__(self, other: object) -> bool:
return True
def __eq__(self, other: object) -> bool:
... | NegativeInfinityType |
python | kamyu104__LeetCode-Solutions | Python/remove-all-ones-with-row-and-column-flips-ii.py | {
"start": 68,
"end": 1381
} | class ____(object):
def removeOnes(self, grid):
"""
:type grid: List[List[int]]
:rtype: int
"""
rows = [0]*len(grid)
mask, bit = 0, 1
for _ in xrange(len(grid[0])):
mask += bit
bit <<= 1
for i in xrange(len(grid)):
r... | Solution |
python | getsentry__sentry | src/sentry/grouping/enhancer/__init__.py | {
"start": 13107,
"end": 26766
} | class ____:
# NOTE: You must add a version to ``VERSIONS`` any time attributes are added
# to this class, s.t. no enhancements lacking these attributes are loaded
# from cache.
# See ``GroupingConfigLoader._get_enhancements`` in src/sentry/grouping/api.py.
def __init__(
self,
rules:... | EnhancementsConfig |
python | mozilla__bleach | bleach/_vendor/html5lib/treewalkers/dom.py | {
"start": 115,
"end": 1413
} | class ____(base.NonRecursiveTreeWalker):
def getNodeDetails(self, node):
if node.nodeType == Node.DOCUMENT_TYPE_NODE:
return base.DOCTYPE, node.name, node.publicId, node.systemId
elif node.nodeType in (Node.TEXT_NODE, Node.CDATA_SECTION_NODE):
return base.TEXT, node.nodeValu... | TreeWalker |
python | django__django | tests/backends/tests.py | {
"start": 25155,
"end": 30915
} | class ____(TransactionTestCase):
available_apps = ["backends"]
def setUp(self):
# Create a Reporter.
self.r = Reporter.objects.create(first_name="John", last_name="Smith")
def test_integrity_checks_on_creation(self):
"""
Try to create a model instance that violates a FK con... | FkConstraintsTests |
python | doocs__leetcode | lcof2/剑指 Offer II 110. 所有路径/Solution.py | {
"start": 0,
"end": 398
} | class ____:
def allPathsSourceTarget(self, graph: List[List[int]]) -> List[List[int]]:
ans = []
def dfs(i, path):
if i == len(graph) - 1:
ans.append(path.copy())
return
for j in graph[i]:
path.append(j)
dfs(j, p... | Solution |
python | ray-project__ray | rllib/examples/_old_api_stack/connectors/self_play_with_policy_checkpoint.py | {
"start": 1273,
"end": 4976
} | class ____(RLlibCallback):
def __init__(self, checkpoint_dir):
self._checkpoint_dir = checkpoint_dir
super().__init__()
def on_algorithm_init(self, *, algorithm, metrics_logger, **kwargs):
policy = Policy.from_checkpoint(
self._checkpoint_dir, policy_ids=[OPPONENT_POLICY_ID]... | AddPolicyCallback |
python | django__django | tests/admin_utils/admin.py | {
"start": 658,
"end": 846
} | class ____(admin.ModelAdmin):
inlines = [ArticleInline]
site = admin.AdminSite(name="admin")
site.register(Article)
site.register(ArticleProxy)
site.register(Site, SiteAdmin)
| SiteAdmin |
python | milvus-io__pymilvus | pymilvus/bulk_writer/buffer.py | {
"start": 1032,
"end": 1635
} | class ____(json.JSONEncoder):
def default(self, obj: object):
if isinstance(obj, np.ndarray):
return obj.tolist()
if isinstance(obj, np.generic):
return obj.item()
return json.JSONEncoder.default(self, obj)
def to_raw_type(obj: dict):
keys = obj.keys()
for k... | NumpyEncoder |
python | django-mptt__django-mptt | mptt/templatetags/mptt_tags.py | {
"start": 9202,
"end": 11060
} | class ____(template.Node):
def __init__(self, template_nodes, queryset_var):
self.template_nodes = template_nodes
self.queryset_var = queryset_var
def _render_node(self, context, node):
bits = []
context.push()
for child in node.get_children():
bits.append(se... | RecurseTreeNode |
python | apache__airflow | airflow-core/src/airflow/serialization/dag_dependency.py | {
"start": 920,
"end": 4327
} | class ____:
"""
Dataclass for representing dependencies between dags.
These are calculated during serialization and attached to serialized dags.
The source and target keys store the information of what component depends on what.
For an asset related dependency, a root node will have the source val... | DagDependency |
python | django-extensions__django-extensions | tests/testapp/models.py | {
"start": 10050,
"end": 10228
} | class ____(ShortUUIDTestModel_pk):
many = models.ManyToManyField(ShortUUIDTestModel_field)
class Meta:
app_label = "django_extensions"
| ShortUUIDTestManyToManyModel |
python | cookiecutter__cookiecutter | cookiecutter/extensions.py | {
"start": 3175,
"end": 5441
} | class ____(Extension):
"""Jinja2 Extension for dates and times."""
tags = {'now'}
def __init__(self, environment: Environment) -> None:
"""Jinja2 Extension constructor."""
super().__init__(environment)
environment.extend(datetime_format='%Y-%m-%d')
def _datetime(
self... | TimeExtension |
python | scipy__scipy | scipy/stats/_resampling.py | {
"start": 94568,
"end": 98151
} | class ____(ResamplingMethod):
"""Configuration information for a Monte Carlo hypothesis test.
Instances of this class can be passed into the `method` parameter of some
hypothesis test functions to perform a Monte Carlo version of the
hypothesis tests.
Attributes
----------
n_resamples : in... | MonteCarloMethod |
python | pytorch__pytorch | test/distributed/test_store.py | {
"start": 11939,
"end": 21722
} | class ____(TestCase, StoreTestBase):
_use_libuv = False
def _create_store(self):
store = create_tcp_store(use_libuv=self._use_libuv)
store.set_timeout(timedelta(seconds=300))
return store
def _create_store_with_ws(self, addr, world_size):
return create_tcp_store(
... | TCPStoreTest |
python | altair-viz__altair | altair/vegalite/v6/schema/core.py | {
"start": 261495,
"end": 262652
} | class ____(ConditionalValueDefTextExprRef):
"""
ConditionalParameterValueDefTextExprRef schema wrapper.
Parameters
----------
param : str, :class:`ParameterName`
Filter using a parameter name.
value : str, dict, :class:`Text`, Sequence[str], :class:`ExprRef`
A constant value in ... | ConditionalParameterValueDefTextExprRef |
python | PyCQA__pylint | tests/checkers/unittest_base_checker.py | {
"start": 648,
"end": 958
} | class ____(BaseChecker):
def __init__(self) -> None:
super().__init__(PyLinter())
name = "basic"
msgs = {
"W0001": (
"Basic checker has an example.",
"basic-checker-example",
"Used nowhere and serves no purpose.",
)
}
| OtherBasicChecker |
python | wandb__wandb | wandb/util.py | {
"start": 61418,
"end": 63541
} | class ____:
"""An installed distribution.
Attributes:
key: The distribution name as it would be imported.
version: The distribution's version string.
"""
key: str
version: str
def working_set() -> Iterable[InstalledDistribution]:
"""Return the working set of installed distrib... | InstalledDistribution |
python | pypa__setuptools | setuptools/tests/test_build_meta.py | {
"start": 31732,
"end": 33320
} | class ____(TestBuildMetaBackend):
backend_name = 'setuptools.build_meta:__legacy__'
# build_meta_legacy-specific tests
def test_build_sdist_relative_path_import(self, tmpdir_cwd):
# This must fail in build_meta, but must pass in build_meta_legacy
path.build(self._relative_path_import_files)... | TestBuildMetaLegacyBackend |
python | run-llama__llama_index | llama-index-integrations/tools/llama-index-tools-artifact-editor/llama_index/tools/artifact_editor/base.py | {
"start": 1026,
"end": 16740
} | class ____(BaseToolSpec):
"""
A tool spec that allows you to edit an artifact in-memory.
Using JSON patch operations, an LLM/Agent can be prompted to create, modify, and iterate on an artifact like a report, code, or anything that can be represented as a Pydantic model.
Attributes:
pydantic_cl... | ArtifactEditorToolSpec |
python | lepture__authlib | tests/flask/test_oauth2/models.py | {
"start": 1767,
"end": 1978
} | class ____(db.Model, OAuth2ClientMixin):
id = db.Column(db.Integer, primary_key=True)
user_id = db.Column(db.Integer, db.ForeignKey("user.id", ondelete="CASCADE"))
user = db.relationship("User")
| Client |
python | huggingface__transformers | src/transformers/pipelines/zero_shot_object_detection.py | {
"start": 632,
"end": 10393
} | class ____(ChunkPipeline):
"""
Zero shot object detection pipeline using `OwlViTForObjectDetection`. This pipeline predicts bounding boxes of
objects when you provide an image and a set of `candidate_labels`.
Example:
```python
>>> from transformers import pipeline
>>> detector = pipeline... | ZeroShotObjectDetectionPipeline |
python | pytorch__pytorch | torch/export/pt2_archive/_package_weights.py | {
"start": 2122,
"end": 4780
} | class ____(dict):
"""
A dictionary mapping from weight name to a tuple of (tensor, TensorProperties).
tensor represents the actual initial value of the weight.
TensorProperties represents the properties of the weight that are needed to recover the weight.
We use two separate entries because `tensor... | Weights |
python | numba__numba | numba/core/typing/cffi_utils.py | {
"start": 6341,
"end": 7172
} | class ____(templates.AbstractTemplate):
key = 'ffi.from_buffer'
def generic(self, args, kws):
if kws or len(args) != 1:
return
[ary] = args
if not isinstance(ary, types.Buffer):
raise TypingError("from_buffer() expected a buffer object, got %s"
... | FFI_from_buffer |
python | getsentry__sentry | tests/sentry/core/endpoints/test_organization_avatar.py | {
"start": 756,
"end": 1898
} | class ____(OrganizationAvatarTestBase):
method = "put"
def test_upload(self) -> None:
data = {"avatar_type": "upload", "avatar_photo": b64encode(self.load_fixture("avatar.jpg"))}
self.get_success_response(self.organization.slug, **data)
avatar = OrganizationAvatar.objects.get(organizat... | OrganizationAvatarPutTest |
python | ansible__ansible | lib/ansible/plugins/lookup/lines.py | {
"start": 2241,
"end": 2786
} | class ____(LookupBase):
def run(self, terms, variables=None, **kwargs):
ret = []
for term in terms:
p = subprocess.Popen(term, cwd=self._loader.get_basedir(), shell=True, stdin=subprocess.PIPE, stdout=subprocess.PIPE)
(stdout, stderr) = p.communicate()
if p.retu... | LookupModule |
python | sympy__sympy | sympy/polys/polyoptions.py | {
"start": 17250,
"end": 17500
} | class ____(BooleanOption, metaclass=OptionType):
"""``symmetric`` option to polynomial manipulation functions. """
option = 'symmetric'
requires = ['modulus']
excludes = ['greedy', 'domain', 'split', 'gaussian', 'extension']
| Symmetric |
python | dagster-io__dagster | python_modules/dagster/dagster/_core/definitions/auto_materialize_rule_evaluation.py | {
"start": 4607,
"end": 4722
} | class ____(NamedTuple): ...
@whitelist_for_serdes(serializer=BackcompatNullSerializer)
| AutoMaterializeAssetEvaluation |
python | encode__django-rest-framework | tests/browsable_api/views.py | {
"start": 779,
"end": 1231
} | class ____(ModelViewSet):
queryset = BasicModelWithUsers.objects.all()
serializer_class = BasicSerializer
permission_classes = [OrganizationPermissions]
# permission_classes = [IsAuthenticated, OrganizationPermissions]
renderer_classes = (renderers.BrowsableAPIRenderer, renderers.JSONRenderer)
... | BasicModelWithUsersViewSet |
python | huggingface__transformers | src/transformers/models/siglip/modeling_siglip.py | {
"start": 14835,
"end": 16023
} | class ____(GradientCheckpointingLayer):
def __init__(self, config: Union[SiglipVisionConfig, SiglipTextConfig]):
super().__init__()
self.embed_dim = config.hidden_size
self.layer_norm1 = nn.LayerNorm(self.embed_dim, eps=config.layer_norm_eps)
self.self_attn = SiglipAttention(config)
... | SiglipEncoderLayer |
python | huggingface__transformers | src/transformers/models/bros/modeling_bros.py | {
"start": 21718,
"end": 28225
} | class ____(BrosPreTrainedModel):
def __init__(self, config, add_pooling_layer=True):
r"""
add_pooling_layer (bool, *optional*, defaults to `True`):
Whether to add a pooling layer
"""
super().__init__(config)
self.config = config
self.embeddings = BrosText... | BrosModel |
python | pytorch__pytorch | torch/_inductor/ir.py | {
"start": 258323,
"end": 259147
} | class ____(MutatingFirstArgExternKernel):
def __init__(self, variable: IRNode, new_size: int) -> None:
assert isinstance(new_size, int), "TODO: dynamic shapes"
super().__init__(
None,
NoneLayout(device=variable.get_device()),
self.unwrap_storage([variable]),
... | ResizeStorageBytes |
python | microsoft__pyright | packages/pyright-internal/src/tests/samples/call3.py | {
"start": 1845,
"end": 2930
} | class ____:
def f(self, y: Any, /):
...
# This should generate an error
c2: P2 = C2()
def f8(a: int, b: int = 3, /):
...
kwargs: Dict[str, Any] = {}
# This should generate an error
f8()
# This should generate an error
f8(**kwargs)
f8(0, **kwargs)
def f9(*, c: int):
pass
# This should gen... | C2 |
python | pypa__warehouse | tests/unit/admin/test_forms.py | {
"start": 156,
"end": 2706
} | class ____:
def test_validate_empty_string(self):
"""Test that empty string sets field data to None."""
form = SetUploadLimitForm(MultiDict({"upload_limit": ""}))
assert form.validate()
assert form.upload_limit.data is None
# Verify the validator was called and returned early... | TestSetUploadLimitForm |
python | xlwings__xlwings | xlwings/constants.py | {
"start": 76075,
"end": 76490
} | class ____:
xlMicrosoftAccess = 4 # from enum XlMSApplication
xlMicrosoftFoxPro = 5 # from enum XlMSApplication
xlMicrosoftMail = 3 # from enum XlMSApplication
xlMicrosoftPowerPoint = 2 # from enum XlMSApplication
xlMicrosoftProject = 6 # from enum XlMSApplication
xlMicrosoftSchedulePlus = ... | MSApplication |
python | pydantic__pydantic | pydantic/v1/errors.py | {
"start": 12802,
"end": 12932
} | class ____(PydanticValueError):
code = 'date.not_in_the_past'
msg_template = 'date is not in the past'
| DateNotInThePastError |
python | getsentry__sentry | tests/sentry/models/test_groupreaction.py | {
"start": 171,
"end": 6220
} | class ____(TestCase):
def setUp(self):
super().setUp()
repo = self.create_repo(project=self.project)
self.commit = self.create_commit(
repo=repo,
project=self.project,
key="pretend this is a sha",
)
def test_check_constraint_both_null_fails(se... | GroupReactionTest |
python | apache__airflow | scripts/in_container/verify_providers.py | {
"start": 1740,
"end": 1948
} | class ____(Enum):
Operators = "Operators"
Transfers = "Transfers"
Sensors = "Sensors"
Hooks = "Hooks"
Secrets = "Secrets"
Trigger = "Trigger"
Notification = "Notification"
| EntityType |
python | ray-project__ray | rllib/env/multi_agent_env.py | {
"start": 730,
"end": 17949
} | class ____(gym.Env):
"""An environment that hosts multiple independent agents.
Agents are identified by AgentIDs (string).
"""
# Optional mappings from AgentID to individual agents' spaces.
# Set this to an "exhaustive" dictionary, mapping all possible AgentIDs to
# individual agents' spaces. ... | MultiAgentEnv |
python | openai__openai-python | tests/test_transform.py | {
"start": 13305,
"end": 13762
} | class ____(TypedDict):
foo: Annotated[Union[str, Iterable[Baz8]], PropertyInfo(alias="FOO")]
@parametrize
@pytest.mark.asyncio
async def test_iterable_union_str(use_async: bool) -> None:
assert await transform({"foo": "bar"}, TypedDictIterableUnionStr, use_async) == {"FOO": "bar"}
assert cast(Any, await t... | TypedDictIterableUnionStr |
python | PyCQA__mccabe | test_mccabe.py | {
"start": 5479,
"end": 7998
} | class ____(unittest.TestCase):
def setUp(self):
self.original_complexity = mccabe.McCabeChecker.max_complexity
def tearDown(self):
mccabe.McCabeChecker.max_complexity = self.original_complexity
def test_max_complexity_is_always_an_int(self):
"""Ensure bug #32 does not regress."""
... | RegressionTests |
python | dagster-io__dagster | python_modules/dagster/dagster/components/scaffold/scaffold.py | {
"start": 2542,
"end": 2678
} | class ____:
message: str
ScaffoldFormatOptions: TypeAlias = Literal["yaml", "python"]
@public
@dataclass
| ScaffolderUnavailableReason |
python | pypa__warehouse | tests/unit/accounts/test_views.py | {
"start": 28076,
"end": 47380
} | class ____:
def test_get_two_factor_data_invalid_after_login(self, pyramid_request):
sign_time = datetime.datetime.now(datetime.UTC) - datetime.timedelta(seconds=30)
last_login_time = datetime.datetime.now(datetime.UTC) - datetime.timedelta(
seconds=1
)
query_params = {"... | TestTwoFactor |
python | airbytehq__airbyte | airbyte-integrations/connectors/source-rki-covid/source_rki_covid/source.py | {
"start": 3595,
"end": 4629
} | class ____(RkiCovidStream, ABC):
state_checkpoint_interval = None
@property
def cursor_field(self) -> str:
"""
TODO
Override to return the cursor field used by this stream e.g: an API entity might always use created_at as the cursor field. This is
usually id or date based. T... | IncrementalRkiCovidStream |
python | huggingface__transformers | src/transformers/models/vivit/modeling_vivit.py | {
"start": 14278,
"end": 14870
} | class ____(nn.Module):
def __init__(self, config: VivitConfig):
super().__init__()
self.dense = nn.Linear(config.hidden_size, config.hidden_size)
self.activation = nn.Tanh()
def forward(self, hidden_states: torch.Tensor) -> torch.Tensor:
# We "pool" the model by simply taking th... | VivitPooler |
python | davidhalter__jedi | jedi/inference/names.py | {
"start": 13835,
"end": 14737
} | class ____(_ParamMixin):
api_type = 'param'
def get_kind(self):
raise NotImplementedError
def to_string(self):
raise NotImplementedError
def get_executed_param_name(self):
"""
For dealing with type inference and working around the graph, we
sometimes want to ha... | ParamNameInterface |
python | apache__airflow | airflow-core/src/airflow/api_fastapi/core_api/datamodels/log.py | {
"start": 1321,
"end": 1570
} | class ____(BaseModel):
"""Log serializer for responses."""
content: list[StructuredLogMessage] | list[str]
"""Either a list of parsed events, or a list of lines on parse error"""
continuation_token: str | None
| TaskInstancesLogResponse |
python | huggingface__transformers | src/transformers/models/swin2sr/modeling_swin2sr.py | {
"start": 29586,
"end": 30260
} | class ____(PreTrainedModel):
config: Swin2SRConfig
base_model_prefix = "swin2sr"
main_input_name = "pixel_values"
input_modalities = ("image",)
supports_gradient_checkpointing = True
@torch.no_grad()
def _init_weights(self, module):
"""Initialize the weights"""
if isinstance... | Swin2SRPreTrainedModel |
python | Farama-Foundation__Gymnasium | docs/tutorials/gymnasium_basics/implementing_custom_wrappers.py | {
"start": 1854,
"end": 2786
} | class ____(ObservationWrapper):
def __init__(self, env):
super().__init__(env)
self.observation_space = Box(shape=(2,), low=-np.inf, high=np.inf)
def observation(self, obs):
return obs["target"] - obs["agent"]
# %%
# Inheriting from :class:`gymnasium.ActionWrapper`
# -----------------... | RelativePosition |
python | django__django | tests/queryset_pickle/models.py | {
"start": 632,
"end": 907
} | class ____(models.Model):
name = models.CharField(_("name"), max_length=100)
objects = models.Manager()
previous_django_version_objects = PreviousDjangoVersionQuerySet.as_manager()
missing_django_version_objects = MissingDjangoVersionQuerySet.as_manager()
| Group |
python | google__jax | tests/scipy_interpolate_test.py | {
"start": 851,
"end": 2349
} | class ____(jtu.JaxTestCase):
"""Tests for LAX-backed scipy.interpolate implementations"""
@jtu.sample_product(
spaces=(((0., 10., 10),), ((-15., 20., 12), (3., 4., 24))),
method=("linear", "nearest"),
)
def testRegularGridInterpolator(self, spaces, method):
rng = jtu.rand_default(self.rng())
sc... | LaxBackedScipyInterpolateTests |
python | tornadoweb__tornado | tornado/httpserver.py | {
"start": 698,
"end": 1510
} | class ____ to start a server at the beginning of the process
(and even that is often done indirectly via `tornado.web.Application.listen`).
.. versionchanged:: 4.0
The ``HTTPRequest`` class that used to live in this module has been moved
to `tornado.httputil.HTTPServerRequest`. The old name remains as an alias... | except |
python | PyCQA__pyflakes | pyflakes/messages.py | {
"start": 8639,
"end": 8880
} | class ____(Message):
message = "'...'.format(...) has invalid format string: %s"
def __init__(self, filename, loc, error):
Message.__init__(self, filename, loc)
self.message_args = (error,)
| StringDotFormatInvalidFormat |
python | GoogleCloudPlatform__python-docs-samples | appengine/standard/endpoints-frameworks-v2/quickstart/main.py | {
"start": 4860,
"end": 5439
} | class ____(remote.Service):
@endpoints.method(
message_types.VoidMessage,
Greeting,
path="greet",
http_method="POST",
name="greet",
)
def greet(self, request):
user = endpoints.get_current_user()
user_name = user.email() if user else "Anonymous"
... | AuthedGreetingApi |
python | ipython__ipython | docs/autogen_shortcuts.py | {
"start": 840,
"end": 982
} | class ____(Filter):
"""Protocol reflecting non-public prompt_toolkit's `_AndList` and `_OrList`."""
filters: List[Filter]
| _NestedFilter |
python | mlflow__mlflow | mlflow/entities/model_registry/model_version.py | {
"start": 659,
"end": 9070
} | class ____(_ModelRegistryEntity):
"""
MLflow entity for Model Version.
"""
def __init__(
self,
name: str,
version: str,
creation_timestamp: int,
last_updated_timestamp: int | None = None,
description: str | None = None,
user_id: str | None = None,... | ModelVersion |
python | weaviate__weaviate-python-client | weaviate/collections/aggregations/near_object/executor.py | {
"start": 571,
"end": 6453
} | class ____(Generic[ConnectionType], _BaseExecutor[ConnectionType]):
@overload
def near_object(
self,
near_object: UUID,
*,
certainty: Optional[NUMBER] = None,
distance: Optional[NUMBER] = None,
object_limit: Optional[int] = None,
filters: Optional[_Filters... | _NearObjectExecutor |
python | ray-project__ray | python/ray/autoscaler/node_provider.py | {
"start": 344,
"end": 10616
} | class ____:
"""Interface for getting and returning nodes from a Cloud.
**Important**: This is an INTERNAL API that is only exposed for the purpose
of implementing custom node providers. It is not allowed to call into
NodeProvider methods from any Ray package outside the autoscaler, only to
define n... | NodeProvider |
python | networkx__networkx | networkx/generators/tests/test_geometric.py | {
"start": 5868,
"end": 7905
} | class ____:
"""Unit tests for :func:`~networkx.geographical_threshold_graph`"""
def test_number_of_nodes(self):
G = nx.geographical_threshold_graph(50, 100, seed=42)
assert len(G) == 50
G = nx.geographical_threshold_graph(range(50), 100, seed=42)
assert len(G) == 50
def tes... | TestGeographicalThresholdGraph |
python | tox-dev__tox | src/tox/tox_env/info.py | {
"start": 440,
"end": 2205
} | class ____:
"""Stores metadata about the tox environment."""
def __init__(self, path: Path) -> None:
self._path = path / ".tox-info.json"
try:
value = json.loads(self._path.read_text())
except (ValueError, OSError):
value = {}
self._content = value
d... | Info |
python | gevent__gevent | src/greentest/3.14/test_httpservers.py | {
"start": 1825,
"end": 2776
} | class ____(threading.Thread):
def __init__(self, test_object, request_handler, tls=None):
threading.Thread.__init__(self)
self.request_handler = request_handler
self.test_object = test_object
self.tls = tls
def run(self):
if self.tls:
certfile, keyfile, passw... | TestServerThread |
python | streamlit__streamlit | lib/streamlit/elements/lib/built_in_chart_utils.py | {
"start": 42777,
"end": 43355
} | class ____(StreamlitAPIException):
def __init__(self, color_from_user: str | Color | list[Color] | None) -> None:
message = f"""
This does not look like a valid color argument: `{color_from_user}`.
The color argument can be:
* A hex string like "#ffaa00" or "#ffaa0088".
* An RGB or RGBA tuple with the red... | StreamlitInvalidColorError |
python | kamyu104__LeetCode-Solutions | Python/check-if-the-rectangle-corner-is-reachable.py | {
"start": 47,
"end": 1246
} | class ____(object):
def canReachCorner(self, X, Y, circles):
"""
:type X: int
:type Y: int
:type circles: List[List[int]]
:rtype: bool
"""
def check(x1, y1, r1, x2, y2, r2):
return (x1-x2)**2+(y1-y2)**2 <= (r1+r2)**2
def iter_dfs():
... | Solution |
python | django__django | tests/postgres_tests/test_hstore.py | {
"start": 9012,
"end": 9945
} | class ____(PostgreSQLSimpleTestCase):
def test_invalid_default(self):
class MyModel(PostgreSQLModel):
field = HStoreField(default={})
model = MyModel()
self.assertEqual(
model.check(),
[
checks.Warning(
msg=(
... | TestChecks |
python | encode__django-rest-framework | rest_framework/generics.py | {
"start": 8987,
"end": 9428
} | class ____(mixins.RetrieveModelMixin,
mixins.DestroyModelMixin,
GenericAPIView):
"""
Concrete view for retrieving or deleting a model instance.
"""
def get(self, request, *args, **kwargs):
return self.retrieve(request, *args, **kwargs)
... | RetrieveDestroyAPIView |
python | huggingface__transformers | tests/tensor_parallel/test_tensor_parallel.py | {
"start": 2908,
"end": 4132
} | class ____(TestCasePlus):
def test_packed_unpacked_conversion(self):
WORLD_SIZE = 2
PACKED_BLOCK_SIZE = 800
SHARDING_DIM = 2
NUM_BLOCKS = 2
original_packed_weights = torch.randn(4, 512, 2 * PACKED_BLOCK_SIZE)
original_packed_weights.get_dtype = lambda: "F32" # get_p... | TestTensorParallelUtils |
python | nedbat__coveragepy | tests/test_context.py | {
"start": 8826,
"end": 10605
} | class ____(CoverageTest):
"""Tests of qualname_from_frame."""
# Pylint gets confused about meth() below.
# pylint: disable=no-value-for-parameter
run_in_temp_dir = False
def test_method(self) -> None:
assert Parent().meth() == "tests.test_context.Parent.meth"
def test_inherited_metho... | QualnameTest |
python | fastapi__sqlmodel | sqlmodel/_compat.py | {
"start": 1094,
"end": 22886
} | class ____:
obj: Any
update: Dict[str, Any]
def __getattribute__(self, __name: str) -> Any:
update = super().__getattribute__("update")
obj = super().__getattribute__("obj")
if __name in update:
return update[__name]
return getattr(obj, __name)
def _is_union_ty... | ObjectWithUpdateWrapper |
python | openai__openai-python | src/openai/types/responses/response_function_call_arguments_done_event.py | {
"start": 215,
"end": 639
} | class ____(BaseModel):
arguments: str
"""The function-call arguments."""
item_id: str
"""The ID of the item."""
name: str
"""The name of the function that was called."""
output_index: int
"""The index of the output item."""
sequence_number: int
"""The sequence number of this ... | ResponseFunctionCallArgumentsDoneEvent |
python | spack__spack | lib/spack/spack/util/environment.py | {
"start": 12589,
"end": 13151
} | class ____(NamePathModifier):
def execute(self, env: MutableMapping[str, str]):
tty.debug(f"RemoveFirstPath: {self.name}-{self.value}", level=3)
environment_value = env.get(self.name, "")
directories = environment_value.split(self.separator)
directories = [path_to_os_path(os.path.nor... | RemoveFirstPath |
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