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 | great-expectations__great_expectations | great_expectations/core/expectation_diagnostics/supporting_types.py | {
"start": 645,
"end": 2441
} | class ____(SerializableDictDot):
"""An augmented version of the Expectation.library_metadata object, used within ExpectationDiagnostics""" # noqa: E501 # FIXME CoP
maturity: Maturity
tags: List[str]
contributors: List[str]
requirements: List[str]
library_metadata_passed_checks: bool
has_fu... | AugmentedLibraryMetadata |
python | airbytehq__airbyte | airbyte-ci/connectors/pipelines/tests/test_gradle.py | {
"start": 306,
"end": 1239
} | class ____:
class DummyStep(gradle.GradleTask):
gradle_task_name = "dummyTask"
title = "Dummy Step"
async def _run(self) -> steps.StepResult:
return steps.StepResult(step=self, status=steps.StepStatus.SUCCESS)
@pytest.fixture
def test_context(self, mocker, dagger_client... | TestGradleTask |
python | doocs__leetcode | solution/2300-2399/2303.Calculate Amount Paid in Taxes/Solution.py | {
"start": 0,
"end": 269
} | class ____:
def calculateTax(self, brackets: List[List[int]], income: int) -> float:
ans = prev = 0
for upper, percent in brackets:
ans += max(0, min(income, upper) - prev) * percent
prev = upper
return ans / 100
| Solution |
python | rapidsai__cudf | python/cudf/cudf/core/groupby/groupby.py | {
"start": 11028,
"end": 101846
} | class ____(Serializable, Reducible, Scannable):
obj: Series | DataFrame
_VALID_REDUCTIONS = {
"sum",
"prod",
"idxmin",
"idxmax",
"min",
"max",
"mean",
"median",
"nunique",
"first",
"last",
"var",
"std",
... | GroupBy |
python | matplotlib__matplotlib | lib/matplotlib/category.py | {
"start": 5128,
"end": 7377
} | class ____:
def __init__(self, data=None):
"""
Create mapping between unique categorical values and integer ids.
Parameters
----------
data : iterable
sequence of string values
"""
self._mapping = OrderedDict()
self._counter = itertools.co... | UnitData |
python | tensorflow__tensorflow | tensorflow/python/framework/extension_type.py | {
"start": 23520,
"end": 29674
} | class ____(type_spec.TypeSpecBatchEncoder):
"""Class used to encode and decode extension type values for batching.
In order to be batched and unbatched by APIs such as `tf.data.Dataset`,
`tf.keras`, and `tf.map_fn`, extension type values must be encoded as a list
of `tf.Tensor`s, where stacking, unstacking, or... | ExtensionTypeBatchEncoder |
python | getsentry__sentry | src/sentry/api/serializers/models/artifactbundle.py | {
"start": 2084,
"end": 3800
} | class ____(Serializer):
def __init__(self, archive, *args, **kwargs):
Serializer.__init__(self, *args, **kwargs)
self.archive = archive
def get_attrs(self, item_list, user, **kwargs):
return {item: self._compute_attrs(item) for item in item_list}
def _compute_attrs(self, item):
... | ArtifactBundleFilesSerializer |
python | keras-team__keras | keras/src/trainers/trainer_test.py | {
"start": 9478,
"end": 10094
} | class ____(Callback):
def __init__(self):
super().__init__()
self.begin_count = 0
self.end_count = 0
self.epoch_begin_count = 0
self.epoch_end_count = 0
self.batch_loss_history = []
def on_epoch_begin(self, epoch, logs=None):
self.epoch_begin_count += 1
... | StepObserver |
python | getsentry__sentry | tests/sentry/api/serializers/test_project.py | {
"start": 37509,
"end": 39319
} | class ____(TestCase):
@cached_property
def project(self):
return self.create_project(teams=[self.team], organization=self.organization)
@cached_property
def other_project(self):
return self.create_project(teams=[self.team], organization=self.organization)
def test_single_no_release... | BulkFetchProjectLatestReleases |
python | great-expectations__great_expectations | great_expectations/data_context/data_context/serializable_data_context.py | {
"start": 1068,
"end": 18183
} | class ____(AbstractDataContext):
UNCOMMITTED_DIRECTORIES: ClassVar[list[str]] = ["data_docs", "validations"]
GX_UNCOMMITTED_DIR: ClassVar[str] = "uncommitted"
GITIGNORE: ClassVar[str] = ".gitignore"
GX_CONFIG_VARIABLES: ClassVar[str] = "config_variables.yml"
BASE_DIRECTORIES: ClassVar[list[str]] = [... | SerializableDataContext |
python | ray-project__ray | python/ray/llm/_internal/serve/engines/vllm/kv_transfer/lmcache.py | {
"start": 425,
"end": 2020
} | class ____(BaseConnectorBackend):
KV_CONNECTOR_EXTRA_CONFIG_FIELD_NAME = "kv_connector_extra_config"
LMCACHE_RPC_PORT_FIELD_NAME = "lmcache_rpc_port"
DEFAULT_LMCACHE_RPC_PORT_NAME = "lmcache_rpc_port"
def setup(self) -> None:
"""Initialize the LMCache connector backend.
Creates a uniq... | LMCacheConnectorV1Backend |
python | ansible__ansible | lib/ansible/galaxy/dependency_resolution/resolvers.py | {
"start": 364,
"end": 623
} | class ____(Resolver):
"""A dependency resolver for Ansible Collections.
This is a proxy class allowing us to abstract away importing resolvelib
outside of the `ansible.galaxy.dependency_resolution` Python package.
"""
| CollectionDependencyResolver |
python | tensorflow__tensorflow | tensorflow/python/kernel_tests/nn_ops/rnn_cell_test.py | {
"start": 82987,
"end": 95458
} | class ____(test.TestCase):
def setUp(self):
self._seed = 23489
np.random.seed(self._seed)
@test_util.run_v1_only("b/124229375")
def _testRawRNN(self, max_time):
with self.session(graph=ops.Graph()) as sess:
batch_size = 16
input_depth = 4
num_units = 3
inputs = array_ops.pla... | RawRNNTest |
python | walkccc__LeetCode | solutions/1617. Count Subtrees With Max Distance Between Cities/1617.py | {
"start": 0,
"end": 1340
} | class ____:
def countSubgraphsForEachDiameter(
self,
n: int,
edges: list[list[int]],
) -> list[int]:
maxMask = 1 << n
dist = self._floydWarshall(n, edges)
ans = [0] * (n - 1)
# mask := the subset of the cities
for mask in range(maxMask):
maxDist = self._getMaxDist(mask, ... | Solution |
python | huggingface__transformers | src/transformers/models/sam2/modular_sam2.py | {
"start": 39868,
"end": 48949
} | class ____(SamMaskDecoder):
def __init__(self, config: Sam2MaskDecoderConfig):
super().__init__(config)
del self.iou_prediction_head
self.iou_prediction_head = Sam2FeedForward(
self.hidden_size,
config.iou_head_hidden_dim,
self.num_mask_tokens,
... | Sam2MaskDecoder |
python | python-poetry__poetry | src/poetry/plugins/plugin.py | {
"start": 241,
"end": 452
} | class ____(BasePlugin):
"""
Generic plugin not related to the console application.
"""
group = "poetry.plugin"
@abstractmethod
def activate(self, poetry: Poetry, io: IO) -> None: ...
| Plugin |
python | ray-project__ray | python/ray/llm/tests/common/cloud/test_utils.py | {
"start": 5059,
"end": 9477
} | class ____:
"""Tests for the remote_object_cache decorator."""
@pytest.mark.asyncio
async def test_basic_functionality(self):
"""Test basic remote_object_cache decorator functionality."""
call_count = 0
MISSING = object()
@remote_object_cache(
max_size=2,
... | TestRemoteObjectCacheDecorator |
python | django__django | django/core/validators.py | {
"start": 13959,
"end": 14174
} | class ____(BaseValidator):
message = _("Ensure this value is greater than or equal to %(limit_value)s.")
code = "min_value"
def compare(self, a, b):
return a < b
@deconstructible
| MinValueValidator |
python | pytorch__pytorch | torch/_inductor/codegen/cuda/cutlass_utils.py | {
"start": 7214,
"end": 15415
} | class ____:
"""
CUTLASS args used to initialize a CUTLASS Manifest.
"""
architectures: Optional[str] = None
cuda_version: Optional[str] = None
instantiation_level: Optional[str] = None
operations: Optional[str] = None
build_dir = ""
curr_build_dir = ""
generator_target = ""
... | CUTLASSArgs |
python | huggingface__transformers | src/transformers/models/git/modeling_git.py | {
"start": 25291,
"end": 27386
} | class ____(GradientCheckpointingLayer):
def __init__(self, config: GitVisionConfig):
super().__init__()
self.embed_dim = config.hidden_size
self.self_attn = GitVisionAttention(config)
self.layer_norm1 = nn.LayerNorm(self.embed_dim, eps=config.layer_norm_eps)
self.mlp = GitVis... | GitVisionEncoderLayer |
python | charliermarsh__ruff | crates/ruff_linter/resources/test/fixtures/flake8_pyi/PYI052.py | {
"start": 3791,
"end": 3814
} | class ____:
WIZ = 4
| Bop |
python | google__pytype | pytype/constant_folding.py | {
"start": 3837,
"end": 4495
} | class ____:
"""Build up a map of constants."""
def __init__(self):
self.key_types = set()
self.value_types = set()
self.keys = []
self.values = []
self.elements = {}
def add(self, key, value):
self.key_types.add(key.typ)
self.value_types.add(value.typ)
self.keys.append(key.value)... | _MapBuilder |
python | pytorch__pytorch | tools/gen_vulkan_spv.py | {
"start": 7244,
"end": 15794
} | class ____:
def __init__(
self,
src_dir_paths: str | list[str],
env: dict[Any, Any],
glslc_path: str | None,
) -> None:
if isinstance(src_dir_paths, str):
self.src_dir_paths = [src_dir_paths]
else:
self.src_dir_paths = src_dir_paths
... | SPVGenerator |
python | tensorflow__tensorflow | tensorflow/python/profiler/pprof_profiler.py | {
"start": 3117,
"end": 4676
} | class ____(object):
"""Keeps track of `Function` protos for pprof profile."""
def __init__(self, string_table):
"""Constructor.
Args:
string_table: A `StringTable` object.
"""
self._string_table = string_table
# Maps tuples in the form (file_path, function_name, start_line_number)
# ... | Functions |
python | davidhalter__jedi | jedi/inference/signature.py | {
"start": 1947,
"end": 3960
} | class ____(AbstractSignature):
def __init__(self, value, function_value=None, is_bound=False):
super().__init__(value, is_bound)
self._function_value = function_value or value
def bind(self, value):
return TreeSignature(value, self._function_value, is_bound=True)
@property
def ... | TreeSignature |
python | allegroai__clearml | clearml/backend_interface/metrics/events.py | {
"start": 587,
"end": 5236
} | class ____(object):
"""
Adapter providing all the base attributes required by a metrics event and defining an interface used by the
metrics manager when batching and writing events.
"""
default_nan_value = 0.0
default_inf_value = 0.0
""" Default value used when a np.nan or np.inf value is e... | MetricsEventAdapter |
python | getsentry__sentry | src/sentry/api/serializers/models/project.py | {
"start": 22875,
"end": 23534
} | class ____(ProjectSerializer):
def get_attrs(
self, item_list: Sequence[Project], user: User | RpcUser | AnonymousUser, **kwargs: Any
) -> dict[Project, dict[str, Any]]:
attrs = super().get_attrs(item_list, user)
orgs = {d["id"]: d for d in serialize(list({i.organization for i in item_l... | ProjectWithOrganizationSerializer |
python | scipy__scipy | scipy/linalg/tests/test_lapack.py | {
"start": 17813,
"end": 18976
} | class ____:
def test_sing_val_update(self):
sigmas = np.array([4., 3., 2., 0])
m_vec = np.array([3.12, 5.7, -4.8, -2.2])
M = np.hstack((np.vstack((np.diag(sigmas[0:-1]),
np.zeros((1, len(m_vec) - 1)))),
m_vec[:, np.newaxis]))
... | TestDlasd4 |
python | airbytehq__airbyte | airbyte-integrations/connectors/source-github/source_github/github_schema.py | {
"start": 1407162,
"end": 1407457
} | class ____(
sgqlc.types.Type, Node, AuditEntry, OrganizationAuditEntryData, RepositoryAuditEntryData
):
"""Audit log entry for a repo.config.enable_anonymous_git_access
event.
"""
__schema__ = github_schema
__field_names__ = ()
| RepoConfigEnableAnonymousGitAccessAuditEntry |
python | django__django | tests/admin_scripts/tests.py | {
"start": 93335,
"end": 95909
} | class ____(AdminScriptTestCase):
"""Tests for 2-stage argument parsing scheme.
django-admin command arguments are parsed in 2 parts; the core arguments
(--settings, --traceback and --pythonpath) are parsed using a basic parser,
ignoring any unknown options. Then the full settings are
passed to the ... | ArgumentOrder |
python | pytorch__pytorch | test/torch_np/numpy_tests/core/test_dlpack.py | {
"start": 733,
"end": 3989
} | class ____(TestCase):
@xpassIfTorchDynamo_np # (reason="pytorch seems to handle refcounts differently")
@skipif(IS_PYPY, reason="PyPy can't get refcounts.")
def test_dunder_dlpack_refcount(self):
x = np.arange(5)
y = x.__dlpack__()
assert sys.getrefcount(x) == 3
del y
... | TestDLPack |
python | numba__numba | numba/cuda/cudadrv/devicearray.py | {
"start": 24888,
"end": 26415
} | class ____(object):
"""
An IPC array handle that can be serialized and transfer to another process
in the same machine for share a GPU allocation.
On the destination process, use the *.open()* method to creates a new
*DeviceNDArray* object that shares the allocation from the original process.
T... | IpcArrayHandle |
python | streamlit__streamlit | lib/streamlit/runtime/caching/storage/cache_storage_protocol.py | {
"start": 4220,
"end": 5695
} | class ____(Protocol):
"""Cache storage protocol, that should be implemented by the concrete cache storages.
Used to store cached values for a single `@st.cache_data` decorated function
serialized as bytes.
CacheStorage instances should be created by `CacheStorageManager.create()` method.
Notes
... | CacheStorage |
python | google__jax | jax/_src/interpreters/partial_eval.py | {
"start": 86118,
"end": 110455
} | class ____(core.Trace):
__slots__ = ("frame", "tag", "parent_trace")
def __init__(self, debug_info: core.DebugInfo, parent_trace=None, lower=False,
auto_dce=False):
super().__init__()
self.requires_low = lower
self.frame = JaxprStackFrame(debug_info, auto_dce)
self.parent_trace = par... | DynamicJaxprTrace |
python | geekcomputers__Python | venv/Lib/site-packages/pip/_internal/req/req_file.py | {
"start": 2195,
"end": 2688
} | class ____:
def __init__(
self,
requirement: str,
is_editable: bool,
comes_from: str,
constraint: bool,
options: Optional[Dict[str, Any]] = None,
line_source: Optional[str] = None,
) -> None:
self.requirement = requirement
self.is_editable ... | ParsedRequirement |
python | pandas-dev__pandas | asv_bench/benchmarks/series_methods.py | {
"start": 4859,
"end": 5168
} | class ____:
params = [[10**3, 10**4, 10**5], ["int", "uint", "float", "object"]]
param_names = ["N", "dtype"]
def setup(self, N, dtype):
self.s = Series(np.random.randint(0, N, size=10 * N)).astype(dtype)
def time_value_counts(self, N, dtype):
self.s.value_counts()
| ValueCounts |
python | sqlalchemy__sqlalchemy | examples/dogpile_caching/caching_query.py | {
"start": 851,
"end": 3243
} | class ____:
"""An add-on for an ORM :class:`.Session` optionally loads full results
from a dogpile cache region.
"""
def __init__(self, regions):
self.cache_regions = regions
self._statement_cache = {}
def listen_on_session(self, session_factory):
event.listen(session_fac... | ORMCache |
python | openai__gym | gym/envs/mujoco/mujoco_env.py | {
"start": 9587,
"end": 14450
} | class ____(BaseMujocoEnv):
"""Superclass for MuJoCo environments."""
def __init__(
self,
model_path,
frame_skip,
observation_space: Space,
render_mode: Optional[str] = None,
width: int = DEFAULT_SIZE,
height: int = DEFAULT_SIZE,
camera_id: Optiona... | MujocoEnv |
python | getsentry__sentry | tests/sentry/issues/endpoints/test_group_tagkey_values.py | {
"start": 502,
"end": 10828
} | class ____(APITestCase, SnubaTestCase, PerformanceIssueTestCase):
@mock.patch("sentry.analytics.record")
def test_simple(self, mock_record: mock.MagicMock) -> None:
key, value = "foo", "bar"
project = self.create_project()
event = self.store_event(
data={"tags": {key: value... | GroupTagKeyValuesTest |
python | anthropics__anthropic-sdk-python | src/anthropic/types/text_block.py | {
"start": 259,
"end": 662
} | class ____(BaseModel):
citations: Optional[List[TextCitation]] = None
"""Citations supporting the text block.
The type of citation returned will depend on the type of document being cited.
Citing a PDF results in `page_location`, plain text results in `char_location`,
and content document results i... | TextBlock |
python | pypa__pip | src/pip/_internal/cli/spinners.py | {
"start": 2650,
"end": 3487
} | class ____(SpinnerInterface):
def __init__(self, message: str, min_update_interval_seconds: float = 60.0) -> None:
self._message = message
self._finished = False
self._rate_limiter = RateLimiter(min_update_interval_seconds)
self._update("started")
def _update(self, status: str) ... | NonInteractiveSpinner |
python | huggingface__transformers | src/transformers/models/m2m_100/modeling_m2m_100.py | {
"start": 8710,
"end": 14415
} | class ____(nn.Module):
"""Multi-headed attention from 'Attention Is All You Need' paper"""
def __init__(
self,
embed_dim: int,
num_heads: int,
dropout: float = 0.0,
is_decoder: bool = False,
bias: bool = True,
is_causal: bool = False,
config: Opti... | M2M100Attention |
python | run-llama__llama_index | llama-index-core/llama_index/core/callbacks/schema.py | {
"start": 2923,
"end": 3351
} | class ____:
"""Generic class to store event information."""
event_type: CBEventType
payload: Optional[Dict[str, Any]] = None
time: str = ""
id_: str = ""
def __post_init__(self) -> None:
"""Init time and id if needed."""
if not self.time:
self.time = datetime.now().... | CBEvent |
python | apache__airflow | task-sdk/src/airflow/sdk/definitions/_internal/expandinput.py | {
"start": 3877,
"end": 8799
} | class ____(ResolveMixin):
"""
Storage type of a mapped operator's mapped kwargs.
This is created from ``expand(**kwargs)``.
"""
value: dict[str, OperatorExpandArgument]
EXPAND_INPUT_TYPE: ClassVar[str] = "dict-of-lists"
def _iter_parse_time_resolved_kwargs(self) -> Iterable[tuple[str, Si... | DictOfListsExpandInput |
python | huggingface__transformers | src/transformers/models/data2vec/modeling_data2vec_audio.py | {
"start": 46949,
"end": 47809
} | class ____(nn.Module):
def __init__(self, input_dim, num_labels, scale=30.0, margin=0.4):
super().__init__()
self.scale = scale
self.margin = margin
self.num_labels = num_labels
self.weight = nn.Parameter(torch.randn(input_dim, num_labels), requires_grad=True)
self.lo... | AMSoftmaxLoss |
python | airbytehq__airbyte | airbyte-integrations/connectors/source-github/source_github/github_schema.py | {
"start": 497530,
"end": 498009
} | class ____(sgqlc.types.Type):
"""Autogenerated return type of ClosePullRequest"""
__schema__ = github_schema
__field_names__ = ("client_mutation_id", "pull_request")
client_mutation_id = sgqlc.types.Field(String, graphql_name="clientMutationId")
"""A unique identifier for the client performing the ... | ClosePullRequestPayload |
python | walkccc__LeetCode | solutions/403. Frog Jump/403.py | {
"start": 0,
"end": 463
} | class ____:
def canCross(self, stones: list[int]) -> bool:
n = len(stones)
# dp[i][j] := True if a frog can make a size j jump to stones[i]
dp = [[False] * (n + 1) for _ in range(n)]
dp[0][0] = True
for i in range(1, n):
for j in range(i):
k = stones[i] - stones[j]
if k > n:... | Solution |
python | jazzband__django-polymorphic | src/polymorphic/tests/models.py | {
"start": 6964,
"end": 6998
} | class ____(BlogBase):
pass
| BlogB |
python | scipy__scipy | scipy/stats/tests/test_qmc.py | {
"start": 33904,
"end": 37802
} | class ____(QMCEngineTests):
qmce = qmc.PoissonDisk
can_scramble = False
def test_bounds(self, *args):
pytest.skip("Too costly in memory.")
def test_fast_forward(self, *args):
pytest.skip("Not applicable: recursive process.")
def test_sample(self, *args):
pytest.skip("Not a... | TestPoisson |
python | pennersr__django-allauth | allauth/headless/app_settings.py | {
"start": 37,
"end": 2110
} | class ____:
def __init__(self, prefix):
self.prefix = prefix
def _setting(self, name, dflt):
from allauth.utils import get_setting
return get_setting(self.prefix + name, dflt)
@property
def ADAPTER(self):
return self._setting(
"ADAPTER", "allauth.headless.a... | AppSettings |
python | python__mypy | mypyc/irbuild/for_helpers.py | {
"start": 40286,
"end": 42567
} | class ____(ForGenerator):
"""Generate optimized IR for a for loop over an integer range."""
def init(self, start_reg: Value, end_reg: Value, step: int) -> None:
builder = self.builder
self.start_reg = start_reg
self.end_reg = end_reg
self.step = step
self.end_target = bu... | ForRange |
python | kamyu104__LeetCode-Solutions | Python/sum-of-good-subsequences.py | {
"start": 67,
"end": 538
} | class ____(object):
def sumOfGoodSubsequences(self, nums):
"""
:type nums: List[int]
:rtype: int
"""
MOD = 10**9+7
dp = collections.defaultdict(int)
cnt = collections.defaultdict(int)
for x in nums:
c = cnt[x-1]+cnt[x+1]+1
cnt[x... | Solution |
python | dagster-io__dagster | examples/docs_snippets/docs_snippets/integrations/dlt/dlt_dagster_translator.py | {
"start": 316,
"end": 1145
} | class ____(DagsterDltTranslator):
def get_asset_spec(self, data: DltResourceTranslatorData) -> AssetSpec:
"""Overrides asset spec to override asset key to be the dlt resource name."""
default_spec = super().get_asset_spec(data)
return default_spec.replace_attributes(
key=AssetKey... | CustomDagsterDltTranslator |
python | spyder-ide__spyder | spyder/plugins/layout/container.py | {
"start": 1996,
"end": 2089
} | class ____:
PluginsMenu = "plugins_menu"
LayoutsMenu = 'layouts_menu'
| LayoutPluginMenus |
python | pytorch__pytorch | torch/distributed/fsdp/_flat_param.py | {
"start": 6926,
"end": 7312
} | class ____(_ParameterMeta):
# Make `isinstance(t, FlatParameter)` return True for custom tensor
# instances that have the _is_flat_param flag for BC
def __instancecheck__(self, instance):
# NB: do NOT test the super implementation
return isinstance(instance, torch.Tensor) and getattr(
... | _FlatParameterMeta |
python | PrefectHQ__prefect | src/integrations/prefect-github/prefect_github/schemas/graphql_schema.py | {
"start": 692739,
"end": 693429
} | class ____(sgqlc.types.Type, Node):
"""
See source code for more info.
"""
__schema__ = graphql_schema
__field_names__ = ("actor", "created_at", "new_base", "old_base", "pull_request")
actor = sgqlc.types.Field(Actor, graphql_name="actor")
created_at = sgqlc.types.Field(
sgqlc.types... | AutomaticBaseChangeFailedEvent |
python | spyder-ide__spyder | spyder/plugins/run/plugin.py | {
"start": 1424,
"end": 32683
} | class ____(SpyderPluginV2):
"""
Run Plugin.
"""
NAME = "run"
REQUIRES = [Plugins.Preferences, Plugins.WorkingDirectory]
OPTIONAL = [Plugins.MainMenu, Plugins.Toolbar, Plugins.Shortcuts]
CONTAINER_CLASS = RunContainer
CONF_SECTION = NAME
CONF_WIDGET_CLASS = RunConfigPage
CONF_FIL... | Run |
python | django__django | tests/auth_tests/models/with_custom_email_field.py | {
"start": 423,
"end": 772
} | class ____(AbstractBaseUser):
username = models.CharField(max_length=255)
password = models.CharField(max_length=255)
email_address = models.EmailField(null=True)
is_active = models.BooleanField(default=True)
EMAIL_FIELD = "email_address"
USERNAME_FIELD = "username"
objects = CustomEmailFi... | CustomEmailField |
python | numba__numba | numba/core/types/functions.py | {
"start": 20053,
"end": 22054
} | class ____(WeakType, Callable, Dummy):
"""
Type class for @jit-compiled functions.
"""
def __init__(self, dispatcher):
self._store_object(dispatcher)
super(Dispatcher, self).__init__("type(%s)" % dispatcher)
def dump(self, tab=''):
print((f'{tab}DUMP {type(self).__name__}[c... | Dispatcher |
python | sqlalchemy__sqlalchemy | lib/sqlalchemy/orm/base.py | {
"start": 6028,
"end": 7015
} | class ____(Enum):
"""enumeration which indicates the 'direction' of a
:class:`_orm.RelationshipProperty`.
:class:`.RelationshipDirection` is accessible from the
:attr:`_orm.Relationship.direction` attribute of
:class:`_orm.RelationshipProperty`.
"""
ONETOMANY = 1
"""Indicates the one-... | RelationshipDirection |
python | ansible__ansible | lib/ansible/utils/context_objects.py | {
"start": 2794,
"end": 3130
} | class ____(CLIArgs, metaclass=_ABCSingleton):
"""
Globally hold a parsed copy of cli arguments.
Only one of these exist per program as it is for global context
"""
pass
def __getattr__(importable_name):
return _no_six.deprecate(importable_name, __name__, "binary_type", "text_type", "add_metac... | GlobalCLIArgs |
python | dagster-io__dagster | python_modules/dagster/dagster/_core/execution/plan/inputs.py | {
"start": 20708,
"end": 22534
} | class ____(MultiStepInputSource, IHaveNew):
"""This step input fans-in multiple sources in to a single input. The input will receive just
the value from loading source_to_load_from.
"""
sources: Sequence[StepInputSource]
source_to_load_from: StepInputSource
def __new__(cls, sources: Sequence[S... | FromMultipleSourcesLoadSingleSource |
python | getsentry__sentry | tests/sentry/api/bases/test_team.py | {
"start": 8303,
"end": 15960
} | class ____(TeamPermissionBase):
def setUp(self) -> None:
super().setUp()
self.org = self.create_organization()
self.org.flags.allow_joinleave = False
self.org.save()
self.team = self.create_team(organization=self.org)
self.project = self.create_project(organization=se... | TeamPermissionNoJoinLeaveTest |
python | apache__airflow | providers/standard/src/airflow/providers/standard/sensors/external_task.py | {
"start": 28140,
"end": 30837
} | class ____(EmptyOperator):
"""
Use this operator to indicate that a task on a different DAG depends on this task.
When this task is cleared with "Recursive" selected, Airflow will clear the task on
the other DAG and its downstream tasks recursively. Transitive dependencies are followed
until the re... | ExternalTaskMarker |
python | tensorflow__tensorflow | tensorflow/python/ops/distributions/distribution.py | {
"start": 4194,
"end": 7343
} | class ____(abc.ABCMeta):
def __new__(mcs, classname, baseclasses, attrs):
"""Control the creation of subclasses of the Distribution class.
The main purpose of this method is to properly propagate docstrings
from private Distribution methods, like `_log_prob`, into their
public wrappers as inherited ... | _DistributionMeta |
python | h5py__h5py | h5py/_hl/filters.py | {
"start": 4900,
"end": 14604
} | class ____(FilterRefBase):
filter_id = h5z.FILTER_DEFLATE
def __init__(self, level=DEFAULT_GZIP):
self.filter_options = (level,)
def fill_dcpl(plist, shape, dtype, chunks, compression, compression_opts,
shuffle, fletcher32, maxshape, scaleoffset, external,
allow_unknown_fil... | Gzip |
python | OmkarPathak__pygorithm | pygorithm/data_structures/queue.py | {
"start": 1673,
"end": 3160
} | class ____(object):
"""Deque
Deque implementation
"""
def __init__(self, limit=10):
self.queue = []
self.limit = limit
def __str__(self):
return ' '.join([str(i) for i in self.queue])
def is_empty(self):
"""
checks whether the deque is empty
"""
... | Deque |
python | pytorch__pytorch | torch/_inductor/ir.py | {
"start": 173323,
"end": 175720
} | class ____(OperationBuffer):
"""
Represents a Triton (in the future other type) of template operator
that we can fuse an epilogue onto.
"""
def __init__(
self,
layout: OutputSpec,
inputs: Sequence[IRNode],
make_kernel_render: Optional[Callable[..., Any]],
) -> No... | TemplateBuffer |
python | langchain-ai__langchain | libs/partners/mistralai/langchain_mistralai/embeddings.py | {
"start": 1095,
"end": 10203
} | class ____(BaseModel, Embeddings):
"""MistralAI embedding model integration.
Setup:
Install `langchain_mistralai` and set environment variable
`MISTRAL_API_KEY`.
```bash
pip install -U langchain_mistralai
export MISTRAL_API_KEY="your-api-key"
```
Key init a... | MistralAIEmbeddings |
python | doocs__leetcode | solution/2000-2099/2024.Maximize the Confusion of an Exam/Solution.py | {
"start": 0,
"end": 376
} | class ____:
def maxConsecutiveAnswers(self, answerKey: str, k: int) -> int:
def f(c: str) -> int:
cnt = l = 0
for ch in answerKey:
cnt += ch == c
if cnt > k:
cnt -= answerKey[l] == c
l += 1
return len... | Solution |
python | great-expectations__great_expectations | great_expectations/expectations/core/expect_multicolumn_values_to_be_unique.py | {
"start": 1038,
"end": 7687
} | class ____(ColumnMapExpectation):
"""Expect that the columns are unique together (e.g. a multi-column primary key)
Note that all instances of any duplicates are considered failed
ExpectMulticolumnvaluesToBeUnique is a \
Column Map Expectation.
For example:
::
A B C
1 1... | ExpectMulticolumnValuesToBeUnique |
python | ipython__ipython | IPython/core/prefilter.py | {
"start": 14842,
"end": 15221
} | class ____(PrefilterChecker):
priority = Integer(100).tag(config=True)
enabled = Bool(False).tag(config=True)
def check(self, line_info):
"Emacs ipython-mode tags certain input lines."
if line_info.line.endswith('# PYTHON-MODE'):
return self.prefilter_manager.get_handler_by_nam... | EmacsChecker |
python | sqlalchemy__sqlalchemy | lib/sqlalchemy/dialects/sqlite/dml.py | {
"start": 8237,
"end": 9859
} | class ____(OnConflictClause):
__visit_name__ = "on_conflict_do_update"
update_values_to_set: Dict[_DMLColumnElement, ColumnElement[Any]]
update_whereclause: Optional[ColumnElement[Any]]
_traverse_internals = OnConflictClause._traverse_internals + [
("update_values_to_set", InternalTraversal.dp... | OnConflictDoUpdate |
python | huggingface__transformers | src/transformers/models/blip_2/modeling_blip_2.py | {
"start": 6211,
"end": 6848
} | class ____(ModelOutput):
r"""
image_embeds (`torch.FloatTensor` of shape `(batch_size, output_dim)` *optional* returned when model is initialized with `with_projection=True`):
The image embeddings obtained by applying the projection layer to the pooler_output.
"""
image_embeds: Optional[torch.F... | Blip2VisionModelOutput |
python | walkccc__LeetCode | solutions/458. Poor Pigs/458.py | {
"start": 0,
"end": 234
} | class ____:
def poorPigs(self, buckets: int, minutesToDie: int, minutesToTest: int) -> int:
base = minutesToTest // minutesToDie + 1
ans = 0
x = 1
while x < buckets:
ans += 1
x *= base
return ans
| Solution |
python | kamyu104__LeetCode-Solutions | Python/maximum-number-of-non-overlapping-palindrome-substrings.py | {
"start": 56,
"end": 588
} | class ____(object):
def maxPalindromes(self, s, k):
"""
:type s: str
:type k: int
:rtype: int
"""
result = prev = 0
for mid in xrange(2*len(s)-1):
left, right = mid//2, mid//2+mid%2
while left >= prev and right < len(s) and s[left] == s... | Solution |
python | SmileyChris__easy-thumbnails | easy_thumbnails/tests/test_namers.py | {
"start": 1619,
"end": 2049
} | class ____(TestCase):
def test_basic(self):
filename = namers.alias(
thumbnailer=FakeThumbnailer(),
prepared_options=['100x100', 'q80', 'crop', 'upscale'],
thumbnail_options={'size': (100, 100), 'ALIAS': 'medium_large'},
source_filename='source.jpg',
... | Alias |
python | microsoft__pyright | packages/pyright-internal/src/tests/samples/genericType28.py | {
"start": 3425,
"end": 3513
} | class ____(Variadic_TA[T_co]): ...
# This should generate an error.
| VariadicChildCo_WithTA |
python | mlflow__mlflow | tests/store/tracking/test_rest_store.py | {
"start": 3131,
"end": 107108
} | class ____(RestStore):
def _call_endpoint(self, api, json_body):
raise MyCoolException("cool")
def mock_http_request():
return mock.patch(
"mlflow.utils.rest_utils.http_request",
return_value=mock.MagicMock(status_code=200, text="{}"),
)
def test_successful_http_request():
de... | CustomErrorHandlingRestStore |
python | dagster-io__dagster | python_modules/dagster-graphql/dagster_graphql/schema/asset_health.py | {
"start": 1067,
"end": 1356
} | class ____(graphene.ObjectType):
numFailedChecks = graphene.NonNull(graphene.Int)
numWarningChecks = graphene.NonNull(graphene.Int)
totalNumChecks = graphene.NonNull(graphene.Int)
class Meta:
name = "AssetHealthCheckDegradedMeta"
| GrapheneAssetHealthCheckDegradedMeta |
python | spyder-ide__spyder | spyder/plugins/remoteclient/api/modules/file_services.py | {
"start": 1611,
"end": 10228
} | class ____(SpyderBaseJupyterAPI, RawIOBase):
"""
API for remote file I/O.
This API is a RawIOBase subclass that allows reading and writing files
on a remote server.
The file is open upon the websocket connection and closed when the
connection is closed.
If lock is True, the file will be l... | SpyderRemoteFileIOAPI |
python | numba__numba | numba/core/types/abstract.py | {
"start": 7873,
"end": 7948
} | class ____(Type):
"""
Base class for hashable types.
"""
| Hashable |
python | pennersr__django-allauth | tests/apps/socialaccount/providers/strava/tests.py | {
"start": 339,
"end": 3551
} | class ____(OAuth2TestsMixin, TestCase):
provider_id = StravaProvider.id
def get_mocked_response(self):
return MockedResponse(
HTTPStatus.OK,
"""{
"id": 32641234,
"username": null,
"resource_state": 2,
"firstname": "... | StravaTests |
python | kamyu104__LeetCode-Solutions | Python/number-of-matching-subsequences.py | {
"start": 124,
"end": 585
} | class ____(object):
def numMatchingSubseq(self, S, words):
"""
:type S: str
:type words: List[str]
:rtype: int
"""
waiting = collections.defaultdict(list)
for word in words:
it = iter(word)
waiting[next(it, None)].append(it)
for... | Solution |
python | jina-ai__jina | tests/k8s/test-executor/debug_executor.py | {
"start": 78,
"end": 3142
} | class ____(Executor):
def __init__(self, *args, **kwargs):
super().__init__(*args, **kwargs)
from jina.logging.logger import JinaLogger
self.logger = JinaLogger(self.__class__.__name__)
self._name = self.runtime_args.name
@requests(on='/debug')
def debug(self, docs: Documen... | TestExecutor |
python | pytorch__pytorch | test/test_cpp_extensions_jit.py | {
"start": 1148,
"end": 50091
} | class ____(common.TestCase):
"""Tests just-in-time cpp extensions.
Don't confuse this with the PyTorch JIT (aka TorchScript).
"""
def setUp(self):
super().setUp()
# cpp extensions use relative paths. Those paths are relative to
# this file, so we'll change the working directory ... | TestCppExtensionJIT |
python | huggingface__transformers | tests/sagemaker/scripts/pytorch/run_glue_model_parallelism.py | {
"start": 5202,
"end": 22110
} | class ____:
"""
Arguments pertaining to which model/config/tokenizer we are going to fine-tune from.
"""
model_name_or_path: str = field(
metadata={"help": "Path to pretrained model or model identifier from huggingface.co/models"}
)
config_name: str | None = field(
default=None,... | ModelArguments |
python | django__django | tests/managers_regress/models.py | {
"start": 2697,
"end": 3127
} | class ____(models.Model):
fk = models.ForeignKey(RelatedModel, models.CASCADE, related_name="test_fk")
m2m = models.ManyToManyField(RelatedModel, related_name="test_m2m")
gfk_ctype = models.ForeignKey(ContentType, models.SET_NULL, null=True)
gfk_id = models.IntegerField(null=True)
gfk = GenericFor... | RelationModel |
python | MongoEngine__mongoengine | mongoengine/fields.py | {
"start": 13289,
"end": 17056
} | class ____(BaseField):
"""Disclaimer: This field is kept for historical reason but since it converts the values to float, it
is not suitable for true decimal storage. Consider using :class:`~mongoengine.fields.Decimal128Field`.
Fixed-point decimal number field. Stores the value as a float by default unless... | DecimalField |
python | django__django | tests/view_tests/tests/test_csrf.py | {
"start": 328,
"end": 5706
} | class ____(SimpleTestCase):
def setUp(self):
super().setUp()
self.client = Client(enforce_csrf_checks=True)
@override_settings(
USE_I18N=True,
MIDDLEWARE=[
"django.middleware.locale.LocaleMiddleware",
"django.middleware.common.CommonMiddleware",
... | CsrfViewTests |
python | jina-ai__jina | tests/unit/serve/runtimes/worker/test_worker_runtime.py | {
"start": 2246,
"end": 2652
} | class ____(Executor):
def __init__(self, *args, **kwargs):
super().__init__(*args, **kwargs)
self._count = 0
@requests
async def foo(self, docs, **kwargs):
self._count += 1
current_count = self._count
if current_count % 2 == 0:
await asyncio.sleep(0.1)
... | AsyncSlowNewDocsExecutor |
python | tensorflow__tensorflow | tensorflow/tools/compatibility/ast_edits.py | {
"start": 28047,
"end": 28390
} | class ____:
"""This class represents an analysis result and how it should be logged.
This class must provide the following fields:
* `log_level`: The log level to which this detection should be logged
* `log_message`: The message that should be logged for this detection
For an example, see `VersionedTFImpo... | AnalysisResult |
python | ray-project__ray | python/ray/exceptions.py | {
"start": 30649,
"end": 32655
} | class ____(RayError):
"""Raised when there is an error deserializing a serialized exception.
This occurs when deserializing (unpickling) a previously serialized exception
fails. In this case, we fall back to raising the string representation of
the original exception along with its stack trace that was... | UnserializableException |
python | pytorch__pytorch | torch/cuda/__init__.py | {
"start": 54609,
"end": 55162
} | class ____:
is_cuda = True
is_sparse = False
def type(self, *args, **kwargs):
# We could use a Protocol here to tell mypy that self has `get_device` method
# but it is only available in the typing module on Python >= 3.8
# or on typing_extensions module on Python >= 3.6
with... | _CudaBase |
python | walkccc__LeetCode | solutions/2973. Find Number of Coins to Place in Tree Nodes/2973.py | {
"start": 917,
"end": 1384
} | class ____:
def placedCoins(self, edges: list[list[int]], cost: list[int]) -> list[int]:
n = len(cost)
ans = [0] * n
tree = [[] for _ in range(n)]
for u, v in edges:
tree[u].append(v)
tree[v].append(u)
def dfs(u: int, prev: int) -> None:
res = ChildCost(cost[u])
for v in ... | Solution |
python | kamyu104__LeetCode-Solutions | Python/minimum-total-space-wasted-with-k-resizing-operations.py | {
"start": 39,
"end": 730
} | class ____(object):
def minSpaceWastedKResizing(self, nums, k):
"""
:type nums: List[int]
:type k: int
:rtype: int
"""
INF = float("inf")
k += 1
dp = [[INF]*(k+1) for _ in xrange(len(nums)+1)]
dp[0][0] = 0
for i in xrange(1, len(nums)+1... | Solution |
python | django-haystack__django-haystack | test_haystack/solr_tests/test_inputs.py | {
"start": 77,
"end": 3738
} | class ____(TestCase):
def setUp(self):
super().setUp()
self.query_obj = connections["solr"].get_query()
def test_raw_init(self):
raw = inputs.Raw("hello OR there, :you")
self.assertEqual(raw.query_string, "hello OR there, :you")
self.assertEqual(raw.kwargs, {})
s... | SolrInputTestCase |
python | astropy__astropy | astropy/time/tests/test_methods.py | {
"start": 22035,
"end": 33464
} | class ____:
"""Arithmetic on Time objects, using both doubles."""
kwargs = ({}, {"axis": None}, {"axis": 0}, {"axis": 1}, {"axis": 2})
functions = ("min", "max", "sort")
def setup_class(cls):
mjd = np.arange(50000, 50100, 10).reshape(2, 5, 1)
frac = np.array([0.1, 0.1 + 1.0e-15, 0.1 - ... | TestArithmetic |
python | scipy__scipy | scipy/stats/tests/test_mstats_basic.py | {
"start": 52491,
"end": 55310
} | class ____:
# data from gh-1428
x = np.array([1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1.,
1., 1., 1., 1., 1., 1., 1., 2., 1., 1., 1., 1., 1., 1.,
1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1.,
1., 1., 1., 1., 1., 1., 1., 1., 1., 1., 1., ... | TestMannwhitneyu |
python | python-attrs__attrs | typing-examples/mypy.py | {
"start": 5637,
"end": 5916
} | class ____:
num: int = attr.field(validator=attr.validators.ge(0))
with attr.validators.disabled():
Validated2(num=-1)
try:
attr.validators.set_disabled(True)
Validated2(num=-1)
finally:
attr.validators.set_disabled(False)
# Custom repr()
@attr.s
| Validated2 |
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