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 | weaviate__weaviate-python-client | weaviate/collections/classes/config.py | {
"start": 68327,
"end": 68442
} | class ____:
name: str
status: ShardTypes
vector_queue_size: int
ShardStatus = _ShardStatus
| _ShardStatus |
python | lepture__authlib | authlib/integrations/base_client/framework_integration.py | {
"start": 26,
"end": 1871
} | class ____:
expires_in = 3600
def __init__(self, name, cache=None):
self.name = name
self.cache = cache
def _get_cache_data(self, key):
value = self.cache.get(key)
if not value:
return None
try:
return json.loads(value)
except (TypeEr... | FrameworkIntegration |
python | django-debug-toolbar__django-debug-toolbar | tests/panels/test_sql.py | {
"start": 2265,
"end": 32305
} | class ____(BaseTestCase):
panel_id = SQLPanel.panel_id
def test_disabled(self):
config = {"DISABLE_PANELS": {"debug_toolbar.panels.sql.SQLPanel"}}
self.assertTrue(self.panel.enabled)
with self.settings(DEBUG_TOOLBAR_CONFIG=config):
self.assertFalse(self.panel.enabled)
d... | SQLPanelTestCase |
python | h5py__h5py | h5py/tests/test_dataset_getitem.py | {
"start": 7245,
"end": 9362
} | class ____(TestCase):
def setUp(self):
TestCase.setUp(self)
self.dt = np.dtype('(3,2)f')
self.data = np.array([(3.2, -119), (42, 99.8), (3.14, 0)], dtype='f')
self.dset = self.f.create_dataset('x', (), dtype=self.dt)
self.dset[...] = self.data
def test_ndim(self):
... | TestScalarArray |
python | python-pillow__Pillow | src/PIL/DdsImagePlugin.py | {
"start": 4163,
"end": 7830
} | class ____(IntEnum):
UNKNOWN = 0
R8G8B8 = 20
A8R8G8B8 = 21
X8R8G8B8 = 22
R5G6B5 = 23
X1R5G5B5 = 24
A1R5G5B5 = 25
A4R4G4B4 = 26
R3G3B2 = 27
A8 = 28
A8R3G3B2 = 29
X4R4G4B4 = 30
A2B10G10R10 = 31
A8B8G8R8 = 32
X8B8G8R8 = 33
G16R16 = 34
A2R10G10B10 = 35
... | D3DFMT |
python | donnemartin__interactive-coding-challenges | recursion_dynamic/max_profit_k/test_max_profit.py | {
"start": 18,
"end": 1564
} | class ____(unittest.TestCase):
def test_max_profit(self):
stock_trader = StockTrader()
self.assertRaises(TypeError, stock_trader.find_max_profit, None, None)
self.assertEqual(stock_trader.find_max_profit(prices=[], k=0), [])
prices = [5, 4, 3, 2, 1]
k = 3
self.assert... | TestMaxProfit |
python | doocs__leetcode | solution/1100-1199/1152.Analyze User Website Visit Pattern/Solution.py | {
"start": 0,
"end": 773
} | class ____:
def mostVisitedPattern(
self, username: List[str], timestamp: List[int], website: List[str]
) -> List[str]:
d = defaultdict(list)
for user, _, site in sorted(
zip(username, timestamp, website), key=lambda x: x[1]
):
d[user].append(site)
... | Solution |
python | airbytehq__airbyte | airbyte-integrations/connectors/source-amplitude/components.py | {
"start": 640,
"end": 1542
} | class ____(RecordExtractor):
"""
Create records from complex response structure
Issue: https://github.com/airbytehq/airbyte/issues/23145
"""
def extract_records(self, response: requests.Response) -> List[Record]:
response_data = response.json().get("data", [])
if response_data:
... | AverageSessionLengthRecordExtractor |
python | tensorflow__tensorflow | tensorflow/python/autograph/converters/directives.py | {
"start": 3114,
"end": 6741
} | class ____(converter.Base):
"""Parses compiler directives and converts them into AST annotations."""
def _process_symbol_directive(self, call_node, directive):
if len(call_node.args) < 1:
raise ValueError('"%s" requires a positional first argument'
' as the target' % directive.__na... | DirectivesTransformer |
python | huggingface__transformers | tests/models/encoder_decoder/test_modeling_encoder_decoder.py | {
"start": 58893,
"end": 60398
} | class ____(unittest.TestCase):
def get_from_encoderdecoder_pretrained_model(self):
return EncoderDecoderModel.from_encoder_decoder_pretrained(
"google-bert/bert-base-uncased", "google-bert/bert-base-uncased"
)
def get_decoder_config(self):
config = AutoConfig.from_pretrained... | EncoderDecoderModelTest |
python | numpy__numpy | numpy/polynomial/tests/test_symbol.py | {
"start": 2095,
"end": 3099
} | class ____:
"""
Ensure symbol is preserved for numeric operations on polynomials with
the same symbol
"""
p = poly.Polynomial([1, 2, 3], symbol='z')
def test_add(self, rhs):
out = self.p + rhs
assert_equal(out.symbol, 'z')
def test_sub(self, rhs):
out = self.p - rhs... | TestBinaryOperatorsSameSymbol |
python | conda__conda | conda/exceptions.py | {
"start": 2615,
"end": 3833
} | class ____(Help):
def __init__(self):
message = dals(
"""
usage: conda activate [-h] [--[no-]stack] [env_name_or_prefix]
Activate a conda environment.
Options:
positional arguments:
env_name_or_prefix The environment name or prefix to activate. If ... | ActivateHelp |
python | more-itertools__more-itertools | tests/test_recipes.py | {
"start": 34192,
"end": 34975
} | class ____(TestCase):
def test_basic(self):
iterable = range(1, 5 + 1)
for n, expected in (
(1, [(1,), (2,), (3,), (4,), (5,)]),
(2, [(1, 2), (3, 4), (5,)]),
(3, [(1, 2, 3), (4, 5)]),
(4, [(1, 2, 3, 4), (5,)]),
(5, [(1, 2, 3, 4, 5)]),
... | BatchedTests |
python | neetcode-gh__leetcode | python/1239-maximum-length-of-a-concatenated-string-with-unique-characters.py | {
"start": 0,
"end": 837
} | class ____:
def maxLength(self, arr: List[str]) -> int:
charSet = set()
def overlap(charSet, s):
c = Counter(charSet) + Counter(s)
return max(c.values()) > 1
# prev = set()
# for c in s:
# if c in charSet or c in prev:
# ... | Solution |
python | apache__airflow | providers/amazon/tests/unit/amazon/aws/operators/test_s3.py | {
"start": 22478,
"end": 37746
} | class ____:
def test_s3_delete_single_object(self):
bucket = "testbucket"
key = "path/data.txt"
conn = boto3.client("s3")
conn.create_bucket(Bucket=bucket)
conn.upload_fileobj(Bucket=bucket, Key=key, Fileobj=BytesIO(b"input"))
# The object should be detected before ... | TestS3DeleteObjectsOperator |
python | tensorflow__tensorflow | tensorflow/compiler/mlir/tfr/python/tfr_gen.py | {
"start": 21722,
"end": 53978
} | class ____(transformer.CodeGenerator):
"""Visit the AST and generate MLIR TFR functions."""
def __init__(self, ctx, op_defs):
super(TFRGen, self).__init__(ctx)
self.ctx = ctx
self.symbol_table = SymbolTable()
self._op_defs = op_defs
def _create_mlir_loc(self, loc):
"""Creates mlir location f... | TFRGen |
python | realpython__materials | python-wav-files/waveio/reader.py | {
"start": 1495,
"end": 3338
} | class ____:
DEFAULT_MAX_FRAMES = 1024
def __init__(self, path):
self._wav_file = wave.open(str(path))
self.metadata = WAVMetadata(
PCMEncoding(self._wav_file.getsampwidth()),
self._wav_file.getframerate(),
self._wav_file.getnchannels(),
self._wav_... | WAVReader |
python | apache__avro | lang/py/avro/schema.py | {
"start": 18379,
"end": 20022
} | class ____(EqualByPropsMixin, NamedSchema):
def __init__(self, name, namespace, size, names=None, other_props=None, validate_names: bool = True):
# Ensure valid ctor args
if not isinstance(size, int) or size < 0:
fail_msg = "Fixed Schema requires a valid positive integer for size propert... | FixedSchema |
python | charliermarsh__ruff | crates/ruff_linter/resources/test/fixtures/flake8_pyi/PYI045.py | {
"start": 994,
"end": 1079
} | class ____:
def __iter__(self) -> typing.Iterator:
...
| TypingIteratorReturn |
python | microsoft__pyright | packages/pyright-internal/src/tests/samples/typedDictClosed3.py | {
"start": 1502,
"end": 1562
} | class ____(ParentClosed4):
b: Required[int]
| ChildClosed4_3 |
python | spyder-ide__spyder | spyder/widgets/simplecodeeditor.py | {
"start": 2049,
"end": 18129
} | class ____(QPlainTextEdit, BaseEditMixin):
"""Simple editor with highlight features."""
LANGUAGE_HIGHLIGHTERS = {
'Python': (sh.PythonSH, '#'),
'Cython': (sh.CythonSH, '#'),
'Fortran77': (sh.Fortran77SH, 'c'),
'Fortran': (sh.FortranSH, '!'),
'Idl': (sh.IdlSH, ';'),
... | SimpleCodeEditor |
python | geekcomputers__Python | Delete_Linked_List.py | {
"start": 94,
"end": 1411
} | class ____:
def __init__(self):
self.head = None
def Insert_At_End(self, new_data):
new_node = Node(new_data)
if self.head is None:
self.head = new_node
return
current = self.head
while current.next:
current = current.next
curr... | Linked_List |
python | pallets__werkzeug | src/werkzeug/formparser.py | {
"start": 10705,
"end": 15847
} | class ____:
def __init__(
self,
stream_factory: TStreamFactory | None = None,
max_form_memory_size: int | None = None,
cls: type[MultiDict[str, t.Any]] | None = None,
buffer_size: int = 64 * 1024,
max_form_parts: int | None = None,
) -> None:
self.max_form... | MultiPartParser |
python | prompt-toolkit__python-prompt-toolkit | src/prompt_toolkit/layout/containers.py | {
"start": 45065,
"end": 46025
} | class ____:
"""
Scroll offsets for the :class:`.Window` class.
Note that left/right offsets only make sense if line wrapping is disabled.
"""
def __init__(
self,
top: int | Callable[[], int] = 0,
bottom: int | Callable[[], int] = 0,
left: int | Callable[[], int] = 0... | ScrollOffsets |
python | apache__airflow | providers/google/src/airflow/providers/google/marketing_platform/hooks/search_ads.py | {
"start": 1285,
"end": 7905
} | class ____(GoogleBaseHook):
"""Hook for the Google Search Ads 360 Reporting API."""
_conn: build | None = None
default_api_version: str = "v0"
def __init__(
self,
api_version: str | None = None,
gcp_conn_id: str = "google_search_ads_default",
**kwargs,
) -> None:
... | GoogleSearchAdsReportingHook |
python | prabhupant__python-ds | data_structures/graphs/count_paths_between_nodes.py | {
"start": 37,
"end": 946
} | class ____:
def __init__(self, vertices):
self.V = vertices
self.graph = defaultdict(list)
def add_edge(self, u, v):
self.graph[u].append(v)
def count_paths_util(self, u, d, visited, path_count):
visited[u] = True
if u == d:
path_count[0] += 1
... | Graph |
python | agronholm__apscheduler | tests/test_schedulers.py | {
"start": 47388,
"end": 58957
} | class ____:
def test_interface_parity(self) -> None:
"""
Ensure that the sync scheduler has the same properties and methods as the async
schedulers, and the method parameters match too.
"""
actual_attributes = set(dir(Scheduler))
expected_attributes = sorted(
... | TestSyncScheduler |
python | mlflow__mlflow | mlflow/models/model_config.py | {
"start": 192,
"end": 5072
} | class ____:
"""
ModelConfig used in code to read a YAML configuration file or a dictionary.
Args:
development_config: Path to the YAML configuration file or a dictionary containing the
configuration. If the configuration is not provided, an error is raised
.. code-block... | ModelConfig |
python | python-openxml__python-docx | src/docx/oxml/simpletypes.py | {
"start": 4399,
"end": 4570
} | class ____(BaseStringType):
"""Xsd:string with whitespace collapsing, e.g. multiple spaces reduced to one,
leading and trailing space stripped."""
pass
| XsdToken |
python | pytorch__pytorch | torch/ao/quantization/backend_config/backend_config.py | {
"start": 11140,
"end": 17346
} | class ____:
# TODO: refer to NativeBackendConfig once that is implemented
"""Config that defines the set of patterns that can be quantized on a given backend, and how reference
quantized models can be produced from these patterns.
A pattern in this context refers to a module, a functional, an operator,... | BackendConfig |
python | coleifer__peewee | tests/regressions.py | {
"start": 20845,
"end": 20932
} | class ____(TestModel):
game = ForeignKeyField(Game)
points = IntegerField()
| Score |
python | tensorflow__tensorflow | tensorflow/python/tpu/tpu_embedding_v2.py | {
"start": 2757,
"end": 3186
} | class ____(sharded_variable.ShardedVariableMixin):
"""A ShardedVariable class for TPU."""
@property
def _in_graph_mode(self):
return self.variables[0]._in_graph_mode # pylint: disable=protected-access
def _add_key_attr(op, name):
op._set_attr(_NAME_KEY, attr_value_pb2.AttrValue(s=compat.as_bytes(name)))... | TPUEmbeddingVariable |
python | pytorch__pytorch | torch/distributed/elastic/agent/server/api.py | {
"start": 10665,
"end": 12540
} | class ____:
"""The class is used by the agent to exchange the information with other agents.
The information is used to determine the rank of the workers that agent
manages in heterogeneous environments, where different agents can have
different number of workers.
"""
__slots__ = ["role", "ran... | _RoleInstanceInfo |
python | dagster-io__dagster | python_modules/libraries/dagster-dg-cli/dagster_dg_cli/api_layer/schemas/agent.py | {
"start": 348,
"end": 462
} | class ____(BaseModel):
"""Agent metadata key-value pair."""
key: str
value: str
| DgApiAgentMetadataEntry |
python | tensorflow__tensorflow | tensorflow/lite/python/lite_v2_test.py | {
"start": 148193,
"end": 159725
} | class ____(lite_v2_test_util.ModelTest):
@test_util.run_v2_only
def testCond(self):
input_data = {
'x': tf.constant([1.0, 2.0], shape=[1, 2]),
'b': tf.constant(True),
}
weights = tf.Variable([[0.1, 0.2], [0.3, 0.4]], dtype=tf.float32)
def true_fn(x):
return tf.matmul(x, weig... | ControlFlowTest |
python | PrefectHQ__prefect | src/prefect/client/schemas/objects.py | {
"start": 31235,
"end": 31585
} | class ____(PrefectBaseModel):
ip_network: IPvAnyNetwork
enabled: bool
description: Optional[str] = Field(
default=None, description="A description of the IP entry."
)
last_seen: Optional[str] = Field(
default=None,
description="The last time this IP was seen accessing Prefect... | IPAllowlistEntry |
python | jmcnamara__XlsxWriter | xlsxwriter/test/comparison/test_chart_format16.py | {
"start": 315,
"end": 1711
} | class ____(ExcelComparisonTest):
"""
Test file created by XlsxWriter against a file created by Excel.
"""
def setUp(self):
self.set_filename("chart_format16.xlsx")
def test_create_file(self):
"""Test the creation of an XlsxWriter file with chart formatting."""
workbook = ... | TestCompareXLSXFiles |
python | huggingface__transformers | src/transformers/models/blenderbot/modeling_blenderbot.py | {
"start": 4990,
"end": 10711
} | 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... | BlenderbotAttention |
python | numpy__numpy | numpy/_core/tests/test_multiarray.py | {
"start": 243403,
"end": 245009
} | class ____:
@pytest.mark.parametrize('byteorder', ['<', '>'])
@pytest.mark.parametrize('dtype', [float, int, complex])
def test_basic(self, byteorder, dtype):
dt = np.dtype(dtype).newbyteorder(byteorder)
x = (np.random.random((4, 7)) * 5).astype(dt)
buf = x.tobytes()
assert_a... | TestFromBuffer |
python | pypa__setuptools | setuptools/_vendor/backports/tarfile/__init__.py | {
"start": 10389,
"end": 10589
} | class ____(HeaderError):
"""Exception for missing and invalid extended headers."""
pass
#---------------------------
# internal stream interface
#---------------------------
| SubsequentHeaderError |
python | protocolbuffers__protobuf | python/google/protobuf/internal/text_format_test.py | {
"start": 2901,
"end": 25373
} | class ____(TextFormatBase):
def testPrintExotic(self, message_module):
message = message_module.TestAllTypes()
message.repeated_int64.append(-9223372036854775808)
message.repeated_uint64.append(18446744073709551615)
message.repeated_double.append(123.456)
message.repeated_double.append(1.23e22)
... | TextFormatMessageToStringTests |
python | Lightning-AI__lightning | tests/tests_pytorch/core/test_datamodules.py | {
"start": 4306,
"end": 8452
} | class ____(BoringDataModule):
def __init__(self, data_dir: str):
super().__init__()
self.data_dir = data_dir
def test_dm_pickle_after_init():
dm = BoringDataModule()
pickle.dumps(dm)
@RunIf(sklearn=True)
def test_train_loop_only(tmp_path):
seed_everything(7)
dm = ClassifDataModu... | DataDirDataModule |
python | cython__cython | Cython/Compiler/ExprNodes.py | {
"start": 222858,
"end": 223669
} | class ____(MemoryCopyNode):
"""
Copy the contents of slice src to slice dst. Does not support indirect
slices.
memslice1[...] = memslice2
memslice1[:] = memslice2
"""
is_memview_copy_assignment = True
copy_slice_cname = "__pyx_memoryview_copy_contents"
def _generate_assign... | MemoryCopySlice |
python | great-expectations__great_expectations | tests/metrics/test_metric.py | {
"start": 1114,
"end": 1635
} | class ____:
@pytest.mark.unit
def test_success(self):
class MyColumnValuesAbove(ColumnMetric[ColumnValuesAboveResult]):
name = FULLY_QUALIFIED_METRIC_NAME
min_value: Comparable
strict_min: bool = False
@pytest.mark.unit
def test_success_without_generic_retur... | TestMetricDefinition |
python | encode__django-rest-framework | tests/test_filters.py | {
"start": 2682,
"end": 11738
} | class ____(TestCase):
@classmethod
def setUpTestData(cls):
# Sequence of title/text is:
#
# z abc
# zz bcd
# zzz cde
# ...
for idx in range(10):
title = 'z' * (idx + 1)
text = (
chr(idx + ord('a')) +
... | SearchFilterTests |
python | dagster-io__dagster | python_modules/libraries/dagster-sigma/dagster_sigma/resource.py | {
"start": 1757,
"end": 2729
} | class ____(str, enum.Enum):
PENDING = "pending"
BUILDING = "building"
READY = "ready"
def build_folder_path_err(folder: Any, idx: int, param_name: str):
return (
f"{param_name} at index {idx} is not a sequence: `{folder!r}`.\n"
"Paths should be specified as a list of folder names, star... | SigmaMaterializationStatus |
python | pytorch__pytorch | test/higher_order_ops/test_invoke_subgraph.py | {
"start": 86730,
"end": 96968
} | class ____(torch.nn.Module):
def forward(self, primals_1: "Sym(s77)", getitem_17: "Sym(s77)", getitem_19: "Sym(s77)", getitem_21: "Sym(s77)", getitem_23: "Sym(s77)", getitem_16: "f32[s77, 16]", getitem_18: "f32[s77, 16]", getitem_20: "f32[s77, 16]", getitem_22: "f32[s77, 16]", cos: "f32[s77, 16]", tangents_1: "f32[... | GraphModule |
python | Textualize__textual | src/textual/renderables/sparkline.py | {
"start": 485,
"end": 4243
} | class ____(Generic[T]):
"""A sparkline representing a series of data.
Args:
data: The sequence of data to render.
width: The width of the sparkline/the number of buckets to partition the data into.
min_color: The color of values equal to the min value in data.
max_color: The col... | Sparkline |
python | django__django | django/views/generic/edit.py | {
"start": 386,
"end": 2457
} | class ____(ContextMixin):
"""Provide a way to show and handle a form in a request."""
initial = {}
form_class = None
success_url = None
prefix = None
def get_initial(self):
"""Return the initial data to use for forms on this view."""
return self.initial.copy()
def get_pref... | FormMixin |
python | getsentry__sentry-python | sentry_sdk/integrations/__init__.py | {
"start": 11672,
"end": 12735
} | class ____(ABC):
"""Baseclass for all integrations.
To accept options for an integration, implement your own constructor that
saves those options on `self`.
"""
install = None
"""Legacy method, do not implement."""
identifier = None # type: str
"""String unique ID of integration type... | Integration |
python | sympy__sympy | sympy/physics/optics/gaussopt.py | {
"start": 7488,
"end": 8054
} | class ____(RayTransferMatrix):
"""
Ray Transfer Matrix for a thin lens.
Parameters
==========
f :
The focal distance.
See Also
========
RayTransferMatrix
Examples
========
>>> from sympy.physics.optics import ThinLens
>>> from sympy import symbols
>>> f ... | ThinLens |
python | dagster-io__dagster | python_modules/dagster/dagster/_core/remote_origin.py | {
"start": 11197,
"end": 14745
} | class ____(IHaveNew, LegacyNamedTupleMixin, CodeLocationOrigin):
"""Identifies a repository location hosted in a gRPC server managed by the user. Dagster
is not responsible for managing the lifecycle of the server.
"""
host: str
port: Optional[int]
socket: Optional[str]
location_name: str ... | GrpcServerCodeLocationOrigin |
python | PyCQA__pylint | doc/data/messages/t/too-few-public-methods/good/dataclass_and_function.py | {
"start": 44,
"end": 191
} | class ____:
name: str
fruit_of_residence: Fruit
def bore(worm: Worm):
print(f"{worm.name} is boring into {worm.fruit_of_residence}")
| Worm |
python | kamyu104__LeetCode-Solutions | Python/special-array-with-x-elements-greater-than-or-equal-x.py | {
"start": 1769,
"end": 3033
} | class ____(object):
def specialArray(self, nums):
"""
:type nums: List[int]
:rtype: int
"""
MAX_NUM = 1000
def counting_sort(nums, reverse=False): # Time: O(n), Space: O(n)
count = [0]*(MAX_NUM+1)
for num in nums:
count[num] +=... | Solution3 |
python | spack__spack | lib/spack/spack/util/environment.py | {
"start": 16345,
"end": 47673
} | class ____:
"""
Tracks and applies a sequence of environment variable modifications.
This class provides a high-level interface for building up a list of environment changes,
such as setting, unsetting, appending, prepending, or removing values from environment
variables. Modifications are stored a... | EnvironmentModifications |
python | mlflow__mlflow | tests/pyfunc/test_model_export_with_class_and_artifacts.py | {
"start": 10804,
"end": 42180
} | class ____(mlflow.pyfunc.PythonModel):
def predict(self, context, model_input, params=None):
return model_input
def test_log_model_calls_register_model(sklearn_knn_model, main_scoped_model_class):
with mlflow.start_run():
with mock.patch(
"mlflow.tracking._model_registry.fluent._re... | DummyModel |
python | airbytehq__airbyte | airbyte-integrations/connectors/source-klaviyo/components.py | {
"start": 5762,
"end": 9016
} | class ____(RecordTransformation):
"""
Campaigns detailed stream fetches detailed campaigns info:
estimated_recipient_count: integer
campaign_messages: list of objects.
To get this data CampaignsDetailedTransformation makes extra API requests:
https://a.klaviyo.com/api/campaign-recipient-estimat... | CampaignsDetailedTransformation |
python | scipy__scipy | scipy/fft/_backend.py | {
"start": 130,
"end": 6544
} | class ____:
"""The default backend for fft calculations
Notes
-----
We use the domain ``numpy.scipy`` rather than ``scipy`` because ``uarray``
treats the domain as a hierarchy. This means the user can install a single
backend for ``numpy`` and have it implement ``numpy.scipy.fft`` as well.
... | _ScipyBackend |
python | keon__algorithms | tests/test_array.py | {
"start": 9495,
"end": 10379
} | class ____(unittest.TestCase):
def test_remove_duplicates(self):
self.assertListEqual(
remove_duplicates(
[1, 1, 1, 2, 2, 2, 3, 3, 4, 4, 5, 6, 7, 7, 7, 8, 8, 9, 10, 10]
),
[1, 2, 3, 4, 5, 6, 7, 8, 9, 10],
)
self.assertListEqual(
... | TestRemoveDuplicate |
python | openai__openai-python | src/openai/types/evals/runs/output_item_list_response.py | {
"start": 1842,
"end": 2165
} | class ____(BaseModel):
cached_tokens: int
"""The number of tokens retrieved from cache."""
completion_tokens: int
"""The number of completion tokens generated."""
prompt_tokens: int
"""The number of prompt tokens used."""
total_tokens: int
"""The total number of tokens used."""
| SampleUsage |
python | doocs__leetcode | solution/3100-3199/3151.Special Array I/Solution.py | {
"start": 0,
"end": 133
} | class ____:
def isArraySpecial(self, nums: List[int]) -> bool:
return all(a % 2 != b % 2 for a, b in pairwise(nums))
| Solution |
python | apache__airflow | providers/amazon/tests/unit/amazon/aws/transfers/test_gcs_to_s3.py | {
"start": 1724,
"end": 20840
} | class ____:
@mock.patch("airflow.providers.amazon.aws.transfers.gcs_to_s3.GCSHook")
def test_execute__match_glob(self, mock_hook):
mock_hook.return_value.list.return_value = MOCK_FILES
with NamedTemporaryFile() as f:
gcs_provide_file = mock_hook.return_value.provide_file
... | TestGCSToS3Operator |
python | joke2k__faker | faker/providers/address/en_IN/__init__.py | {
"start": 139,
"end": 13657
} | class ____(AddressProvider):
# City and States names taken from wikipedia
# Street format taken from some common famous places in India
# Link for cities: https://en.wikipedia.org/wiki/List_of_cities_in_India_by_population
# Link for States: https://en.wikipedia.org/wiki/States_and_union_territories_of_... | Provider |
python | charliermarsh__ruff | crates/ruff_linter/resources/test/fixtures/ruff/RUF012.py | {
"start": 1760,
"end": 2079
} | class ____(BaseModel):
class Config(BaseConfig):
mutable_default: list[int] = []
immutable_annotation: Sequence[int] = []
without_annotation = []
class_variable: ClassVar[list[int]] = []
final_variable: Final[list[int]] = []
from pydantic.v1 import BaseModel as V1BaseModel
... | H |
python | ray-project__ray | rllib/examples/envs/classes/multi_agent/bandit_envs_discrete.py | {
"start": 3555,
"end": 6413
} | class ____(gym.Env):
"""Wheel bandit environment for 2D contexts
(see https://arxiv.org/abs/1802.09127).
"""
DEFAULT_CONFIG_WHEEL = {
"delta": 0.5,
"mu_1": 1.2,
"mu_2": 1,
"mu_3": 50,
"std": 0.01,
}
feature_dim = 2
num_actions = 5
def __init__(s... | WheelBanditEnv |
python | pytorch__pytorch | torch/distributed/pipelining/schedules.py | {
"start": 24623,
"end": 26484
} | class ____(PipelineScheduleSingle):
"""
The forward-only schedule.
Will go through all the microbatches and perform only the forward pass
"""
def _step_microbatches(
self,
arg_mbs: list | None = None,
kwarg_mbs: list | None = None,
target_mbs: list | None = None,
... | _ScheduleForwardOnly |
python | huggingface__transformers | examples/modular-transformers/modeling_test_detr.py | {
"start": 14348,
"end": 16105
} | class ____(nn.Module):
"""
This is a more standard version of the position embedding, very similar to the one used by the Attention is all you
need paper, generalized to work on images.
"""
def __init__(self, embedding_dim=64, temperature=10000, normalize=False, scale=None):
super().__init_... | TestDetrSinePositionEmbedding |
python | PrefectHQ__prefect | src/prefect/docker/docker_image.py | {
"start": 402,
"end": 3138
} | class ____:
"""
Configuration used to build and push a Docker image for a deployment.
Attributes:
name: The name of the Docker image to build, including the registry and
repository.
tag: The tag to apply to the built image.
dockerfile: The path to the Dockerfile to use f... | DockerImage |
python | spack__spack | lib/spack/spack/detection/test.py | {
"start": 1406,
"end": 7283
} | class ____:
"""Runs an external detection test"""
def __init__(self, *, test: DetectionTest, repository: spack.repo.RepoPath) -> None:
self.test = test
self.repository = repository
self.tmpdir = tempfile.TemporaryDirectory()
def execute(self) -> List[spack.spec.Spec]:
"""Ex... | Runner |
python | google__pytype | pytype/pytd/parse/node_test.py | {
"start": 256,
"end": 351
} | class ____(Node):
"""For equality testing. Same attributes as Node3."""
x: Any
y: Any
| Node2 |
python | PrefectHQ__prefect | src/integrations/prefect-github/prefect_github/schemas/graphql_schema.py | {
"start": 284231,
"end": 284560
} | class ____(sgqlc.types.Type):
"""
See source code for more info.
"""
__schema__ = graphql_schema
__field_names__ = ("cursor", "node")
cursor = sgqlc.types.Field(sgqlc.types.non_null(String), graphql_name="cursor")
node = sgqlc.types.Field("DiscussionComment", graphql_name="node")
| DiscussionCommentEdge |
python | pytorch__pytorch | test/onnx/ops/test_ops.py | {
"start": 346,
"end": 2672
} | class ____(common_utils.TestCase):
def test_symbolic_has_correct_schema(self):
torch.library.opcheck(
_symbolic_impl._symbolic,
([torch.tensor(1)], "CustomOp", 1),
dict(
shape=[
1,
],
attr_keys=["key"],
... | SchemaTest |
python | dagster-io__dagster | python_modules/dagster/dagster/_core/remote_representation/external_data.py | {
"start": 18905,
"end": 19063
} | class ____:
error: Optional[SerializableErrorInfo]
@whitelist_for_serdes(storage_name="ExternalExecutionParamsData")
@record_custom
| SensorExecutionErrorSnap |
python | coleifer__peewee | playhouse/sqlite_ext.py | {
"start": 30619,
"end": 34204
} | class ____(VirtualModel):
class Meta:
extension_module = 'lsm1'
filename = None
@classmethod
def clean_options(cls, options):
filename = cls._meta.filename
if not filename:
raise ValueError('LSM1 extension requires that you specify a '
... | LSMTable |
python | Delgan__loguru | loguru/_recattrs.py | {
"start": 3542,
"end": 4612
} | class ____:
"""A class representing a process record with ID and name.
Attributes
----------
id : int
The process ID
name : str
The process name
"""
__slots__ = ("id", "name")
def __init__(self, id_, name):
"""Initialize a RecordProcess instance.
Param... | RecordProcess |
python | doocs__leetcode | solution/0300-0399/0327.Count of Range Sum/Solution.py | {
"start": 339,
"end": 852
} | class ____:
def countRangeSum(self, nums: List[int], lower: int, upper: int) -> int:
s = list(accumulate(nums, initial=0))
arr = sorted(set(v for x in s for v in (x, x - lower, x - upper)))
tree = BinaryIndexedTree(len(arr))
ans = 0
for x in s:
l = bisect_left(arr... | Solution |
python | ray-project__ray | rllib/execution/segment_tree.py | {
"start": 51,
"end": 6381
} | class ____:
"""A Segment Tree data structure.
https://en.wikipedia.org/wiki/Segment_tree
Can be used as regular array, but with two important differences:
a) Setting an item's value is slightly slower. It is O(lg capacity),
instead of O(1).
b) Offers efficient `reduce` operation whic... | SegmentTree |
python | pytorch__pytorch | torch/_dynamo/variables/higher_order_ops.py | {
"start": 131821,
"end": 132529
} | class ____(TorchHigherOrderOperatorVariable):
def _call_function(
self,
tx: "InstructionTranslator",
args: "list[VariableTracker]",
kwargs: "dict[str, VariableTracker]",
) -> "VariableTracker":
from .builder import wrap_fx_proxy
p_args = tuple(arg.as_proxy() for ... | RunWithRNGStateHigherOrderVariable |
python | ansible__ansible | lib/ansible/module_utils/facts/hardware/hpux.py | {
"start": 793,
"end": 8345
} | class ____(Hardware):
"""
HP-UX-specific subclass of Hardware. Defines memory and CPU facts:
- memfree_mb
- memtotal_mb
- swapfree_mb
- swaptotal_mb
- processor
- processor_cores
- processor_count
- model
- firmware
"""
platform = 'HP-UX'
def populate(self, coll... | HPUXHardware |
python | PrefectHQ__prefect | tests/server/models/test_saved_searches.py | {
"start": 2918,
"end": 4622
} | class ____:
@pytest.fixture
async def saved_searches(self, session):
saved_search_1 = await models.saved_searches.create_saved_search(
session=session,
saved_search=schemas.core.SavedSearch(
name="My SavedSearch 1",
),
)
saved_search_2 ... | TestReadSavedSearches |
python | pandas-dev__pandas | pandas/plotting/_matplotlib/core.py | {
"start": 42599,
"end": 44697
} | class ____(MPLPlot, ABC):
"""
Abstract class for plotting on plane, currently scatter and hexbin.
"""
_layout_type = "single"
def __init__(self, data, x, y, **kwargs) -> None:
MPLPlot.__init__(self, data, **kwargs)
if x is None or y is None:
raise ValueError(self._kind ... | PlanePlot |
python | pytorch__pytorch | torch/profiler/_memory_profiler.py | {
"start": 1578,
"end": 2248
} | class ____:
"""Bundle storage pointer and id.
All profiling logic should use `allocation_id`, however it is useful to
print storage pointers for debugging and unit tests sometimes look up
values using the storage data pointer of a live Tensor."""
ptr: int
allocation_id: int
def __repr__(s... | _Storage |
python | wepe__MachineLearning | KMeans/kmeans.py | {
"start": 181,
"end": 3515
} | class ____(object):
"""
- 参数
n_clusters:
聚类个数，即k
initCent:
质心初始化方式，可选"random"或指定一个具体的array,默认random，即随机初始化
max_iter:
最大迭代次数
"""
def __init__(self,n_clusters=5,initCent='random',max_iter=300):
if hasattr(initCent, '__array__'):
... | KMeans |
python | huggingface__transformers | src/transformers/models/kosmos2_5/processing_kosmos2_5.py | {
"start": 1022,
"end": 1399
} | class ____(ProcessingKwargs, total=False):
_defaults = {
"text_kwargs": {
"padding": True,
"return_token_type_ids": False,
"stride": 0,
"truncation": True,
},
"images_kwargs": {
"max_patches": 4096,
},
"common_kwargs... | Kosmos2_5ProcessorKwargs |
python | zarr-developers__zarr-python | tests/test_dtype/test_npy/test_float.py | {
"start": 2113,
"end": 3383
} | class ____(_BaseTestFloat):
test_cls = Float32
scalar_type = np.float32
valid_dtype = (np.dtype(">f4"), np.dtype("<f4"))
invalid_dtype = (
np.dtype(np.int8),
np.dtype(np.uint16),
np.dtype(np.float64),
)
valid_json_v2 = (
{"name": ">f4", "object_codec_id": None},
... | TestFloat32 |
python | GoogleCloudPlatform__python-docs-samples | endpoints/getting-started-grpc/helloworld_pb2_grpc.py | {
"start": 702,
"end": 1398
} | class ____:
"""The greeting service definition."""
def __init__(self, channel):
"""Constructor.
Args:
channel: A grpc.Channel.
"""
self.SayHello = channel.unary_unary(
"/helloworld.Greeter/SayHello",
request_serializer=helloworld__pb2.HelloRequ... | GreeterStub |
python | plotly__plotly.py | plotly/graph_objs/scatterternary/marker/colorbar/_title.py | {
"start": 233,
"end": 4070
} | class ____(_BaseTraceHierarchyType):
_parent_path_str = "scatterternary.marker.colorbar"
_path_str = "scatterternary.marker.colorbar.title"
_valid_props = {"font", "side", "text"}
@property
def font(self):
"""
Sets this color bar's title font.
The 'font' property is an inst... | Title |
python | airbytehq__airbyte | airbyte-integrations/connectors/destination-pgvector/integration_tests/integration_test.py | {
"start": 375,
"end": 13135
} | class ____(BaseIntegrationTest):
def setUp(self):
with open("secrets/config.json", "r") as f:
self.config = json.loads(f.read())
def tearDown(self):
pass
def test_check_valid_config(self):
outcome = DestinationPGVector().check(logging.getLogger("airbyte"), self.config)
... | PGVectorIntegrationTest |
python | PrefectHQ__prefect | src/prefect/server/schemas/filters.py | {
"start": 40359,
"end": 40966
} | class ____(PrefectFilterBaseModel):
"""Filter by `Deployment.work_queue_name`."""
any_: Optional[list[str]] = Field(
default=None,
description="A list of work queue names to include",
examples=[["work_queue_1", "work_queue_2"]],
)
def _get_filter_list(
self, db: "Prefec... | DeploymentFilterWorkQueueName |
python | huggingface__transformers | tests/models/siglip/test_modeling_siglip.py | {
"start": 20307,
"end": 21163
} | class ____(SiglipModelTester):
def __init__(self, parent):
super().__init__(parent)
self.batch_size = self.vision_model_tester.batch_size
self.num_hidden_layers = self.vision_model_tester.num_hidden_layers
self.hidden_size = self.vision_model_tester.hidden_size
self.seq_lengt... | SiglipForImageClassificationModelTester |
python | dagster-io__dagster | python_modules/dagster/dagster/_core/definitions/partitions/context.py | {
"start": 5230,
"end": 5846
} | class ____(Protocol):
_partition_loading_context: PartitionLoadingContext
Self = TypeVar("Self", bound=_HasPartitionLoadingContext)
def use_partition_loading_context(
func: Callable[Concatenate[Self, P], T_Return],
) -> Callable[Concatenate[Self, P], T_Return]:
"""Decorator for methods that will use the... | _HasPartitionLoadingContext |
python | pypa__setuptools | setuptools/_distutils/version.py | {
"start": 1471,
"end": 3669
} | class ____:
"""Abstract base class for version numbering classes. Just provides
constructor (__init__) and reproducer (__repr__), because those
seem to be the same for all version numbering classes; and route
rich comparisons to _cmp.
"""
def __init__(self, vstring=None):
if vstring:
... | Version |
python | networkx__networkx | networkx/algorithms/tests/test_cuts.py | {
"start": 3035,
"end": 3676
} | class ____:
"""Unit tests for the :func:`~networkx.conductance` function."""
def test_graph(self):
G = nx.barbell_graph(5, 0)
# Consider the singleton sets containing the "bridge" nodes.
# There is only one cut edge, and each set has volume five.
S = {4}
T = {5}
... | TestConductance |
python | vyperlang__vyper | vyper/builtins/functions.py | {
"start": 21714,
"end": 24292
} | class ____(BuiltinFunctionT):
_id = "sha256"
_inputs = [("value", (BYTES32_T, BytesT.any(), StringT.any()))]
_return_type = BYTES32_T
def _try_fold(self, node):
validate_call_args(node, 1)
value = node.args[0].get_folded_value()
if isinstance(value, (vy_ast.Bytes, vy_ast.HexByte... | Sha256 |
python | HypothesisWorks__hypothesis | hypothesis-python/tests/cover/test_reflection.py | {
"start": 4443,
"end": 10226
} | class ____:
@classmethod
def bar(cls):
pass
def baz(cls):
pass
def __repr__(self):
return "SoNotFoo()"
def test_class_names_are_not_included_in_class_method_prettiness():
assert get_pretty_function_description(Foo.bar) == "bar"
def test_repr_is_included_in_bound_method_... | Foo |
python | getsentry__sentry | src/sentry/api/serializers/rest_framework/dashboard.py | {
"start": 25395,
"end": 26560
} | class ____(CamelSnakeSerializer[Dashboard]):
is_editable_by_everyone = serializers.BooleanField(
help_text="Whether the dashboard is editable by everyone.",
)
teams_with_edit_access = serializers.ListField(
child=serializers.IntegerField(),
help_text="List of team IDs that have edit ... | DashboardPermissionsSerializer |
python | walkccc__LeetCode | solutions/991. Broken Calculator/991.py | {
"start": 0,
"end": 253
} | class ____:
def brokenCalc(self, startValue: int, target: int) -> int:
ops = 0
while startValue < target:
if target % 2 == 0:
target //= 2
else:
target += 1
ops += 1
return ops + startValue - target
| Solution |
python | huggingface__transformers | tests/models/vision_encoder_decoder/test_modeling_vision_encoder_decoder.py | {
"start": 31222,
"end": 32802
} | class ____(EncoderDecoderMixin, unittest.TestCase):
supports_sdpa = True # one submodel support SDPA
def get_encoder_decoder_model(self, config, decoder_config):
encoder_model = ViTModel(config).eval()
decoder_model = TrOCRForCausalLM(decoder_config).eval()
return encoder_model, decode... | ViT2TrOCR |
python | pallets__jinja | src/jinja2/runtime.py | {
"start": 3124,
"end": 3740
} | class ____:
"""The `self` in templates."""
def __init__(self, context: "Context") -> None:
self.__context = context
def __getitem__(self, name: str) -> t.Any:
blocks = self.__context.blocks[name]
return BlockReference(name, self.__context, blocks, 0)
def __repr__(self) -> str:... | TemplateReference |
python | xlwings__xlwings | xlwings/main.py | {
"start": 151371,
"end": 151668
} | class ____(Sheets):
def __init__(self):
pass
# override class name which appears in repr
_name = "Sheets"
@property
def impl(self):
return books.active.sheets.impl
apps = ActiveEngineApps()
books = ActiveAppBooks()
sheets = ActiveBookSheets()
| ActiveBookSheets |
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