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 | dagster-io__dagster | python_modules/dagster/dagster/_utils/aiodataloader.py | {
"start": 1007,
"end": 1277
} | class ____(Generic[KeyT, ReturnT]):
def __init__(
self,
batch_load_fn: Callable[[Iterable[KeyT]], Coroutine[Any, Any, Iterable[ReturnT]]],
max_batch_size: Optional[int] = None,
):
self.max_batch_size = max_batch_size
| _BaseDataLoader |
python | pydantic__pydantic | tests/mypy/outputs/mypy-plugin_ini/decorator_implicit_classmethod.py | {
"start": 181,
"end": 1099
} | class ____(BaseModel):
a: int
@field_validator('a')
def f_val(cls, value: int) -> int:
reveal_type(cls)
# MYPY: note: Revealed type is "type[tests.mypy.modules.decorator_implicit_classmethod.Model]"
return value
@model_validator(mode='before')
def m_val_before(cls, values: dict[str... | Model |
python | numba__numba | numba/tests/test_npdatetime.py | {
"start": 8983,
"end": 21434
} | class ____(TestCase):
jitargs = dict(forceobj=True)
def jit(self, pyfunc):
return jit(**self.jitargs)(pyfunc)
def test_add(self):
f = self.jit(add_usecase)
def check(a, b, expected):
self.assertPreciseEqual(f(a, b), expected)
self.assertPreciseEqual(f(b, a)... | TestTimedeltaArithmetic |
python | apache__airflow | providers/google/src/airflow/providers/google/cloud/hooks/dataproc.py | {
"start": 52843,
"end": 87303
} | class ____(GoogleBaseAsyncHook):
"""
Asynchronous interaction with Google Cloud Dataproc APIs.
All the methods in the hook where project_id is used must be called with
keyword arguments rather than positional.
"""
sync_hook_class = DataprocHook
def __init__(
self,
gcp_conn... | DataprocAsyncHook |
python | getsentry__sentry | src/sentry/users/services/user_option/model.py | {
"start": 315,
"end": 500
} | class ____(RpcModel):
id: int = -1
user_id: int = -1
value: Any = None
key: str = ""
project_id: int | None = None
organization_id: int | None = None
| RpcUserOption |
python | airbytehq__airbyte | airbyte-integrations/connectors/source-iterable/source_iterable/streams.py | {
"start": 17985,
"end": 18102
} | class ____(IterableExportEventsStreamAdjustableRange):
data_field = "inboxMessageImpression"
| InboxMessageImpression |
python | apache__airflow | providers/google/src/airflow/providers/google/cloud/operators/cloud_batch.py | {
"start": 7699,
"end": 10084
} | class ____(GoogleCloudBaseOperator):
"""
List Cloud Batch jobs.
:param project_id: Required. The ID of the Google Cloud project that the service belongs to.
:param region: Required. The ID of the Google Cloud region that the service belongs to.
:param gcp_conn_id: The connection ID used to connect ... | CloudBatchListJobsOperator |
python | kevin1024__vcrpy | vcr/errors.py | {
"start": 0,
"end": 1849
} | class ____(Exception):
def __init__(self, *args, **kwargs):
self.cassette = kwargs["cassette"]
self.failed_request = kwargs["failed_request"]
message = self._get_message(kwargs["cassette"], kwargs["failed_request"])
super().__init__(message)
@staticmethod
def _get_message(ca... | CannotOverwriteExistingCassetteException |
python | PrefectHQ__prefect | src/integrations/prefect-dbt/tests/cloud/test_jobs.py | {
"start": 17421,
"end": 24020
} | class ____:
async def test_run_steps_override_error(self, dbt_cloud_credentials):
with pytest.raises(ValueError, match="Do not set `steps_override"):
await retry_dbt_cloud_job_run_subset_and_wait_for_completion(
dbt_cloud_credentials=dbt_cloud_credentials,
trigger... | TestRetryDbtCloudRunJobSubsetAndWaitForCompletion |
python | apache__airflow | providers/apache/flink/tests/unit/apache/flink/sensors/test_flink_kubernetes.py | {
"start": 38775,
"end": 54014
} | class ____:
@pytest.fixture(autouse=True)
def setup_connections(self, create_connection_without_db):
create_connection_without_db(
Connection(conn_id="kubernetes_default", conn_type="kubernetes", extra=json.dumps({}))
)
create_connection_without_db(
Connection(
... | TestFlinkKubernetesSensor |
python | PyCQA__pylint | tests/functional/u/used/used_before_assignment_py311.py | {
"start": 247,
"end": 541
} | class ____(Enum):
"""A lovely enum."""
VAL1 = 1
VAL2 = 2
def do_thing(val: MyEnum) -> None:
"""Do a thing."""
if val is MyEnum.VAL1:
note = 'got 1'
elif val is MyEnum.VAL2:
note = 'got 2'
else:
assert_never(val)
print('Note:', note)
| MyEnum |
python | apache__airflow | providers/amazon/src/airflow/providers/amazon/aws/triggers/bedrock.py | {
"start": 5423,
"end": 7332
} | class ____(AwsBaseWaiterTrigger):
"""
Trigger when a Bedrock ingestion job reaches the COMPLETE state.
:param knowledge_base_id: The unique identifier of the knowledge base for which to get information.
:param data_source_id: The unique identifier of the data source in the ingestion job.
:param ing... | BedrockIngestionJobTrigger |
python | altair-viz__altair | altair/vegalite/v6/schema/core.py | {
"start": 1480339,
"end": 1480566
} | class ____(TopLevelSpec):
"""TopLevelRepeatSpec schema wrapper."""
_schema = {"$ref": "#/definitions/TopLevelRepeatSpec"}
def __init__(self, *args, **kwds):
super().__init__(*args, **kwds)
| TopLevelRepeatSpec |
python | tensorflow__tensorflow | tensorflow/python/compiler/mlir/mlir_test.py | {
"start": 1214,
"end": 4233
} | class ____(test.TestCase):
def testImport(self):
"""Tests the basic flow of `tf.mlir.experimental.convert_graph_def`."""
mlir_module = mlir.convert_graph_def('')
# An empty graph should contain at least an empty main function.
self.assertIn('func @main', mlir_module)
def testInvalidPbtxt(self):
... | MLIRGraphDefImportTest |
python | spack__spack | lib/spack/spack/test/cmd/uninstall.py | {
"start": 7303,
"end": 15146
} | class ____:
"""Tests an installation with two environments e1 and e2, which each have
shared package installations:
e1 has diamond-link-left -> diamond-link-bottom
e2 has diamond-link-right -> diamond-link-bottom
"""
env = SpackCommand("env")
add = SpackCommand("add")
concretize = Spa... | TestUninstallFromEnv |
python | milvus-io__pymilvus | pymilvus/client/abstract.py | {
"start": 6159,
"end": 7480
} | class ____:
def __init__(self, raw: Any):
self._raw = raw
self.name = None
self.description = None
self.type = None
self.params = {}
self.input_field_names = []
self.input_field_ids = []
self.output_field_names = []
self.output_field_ids = []
... | FunctionSchema |
python | great-expectations__great_expectations | contrib/great_expectations_zipcode_expectations/great_expectations_zipcode_expectations/expectations/expect_column_values_to_be_valid_missouri_zip.py | {
"start": 747,
"end": 1751
} | class ____(ColumnMapMetricProvider):
# This is the id string that will be used to reference your metric.
condition_metric_name = "column_values.valid_missouri_zip"
# This method implements the core logic for the PandasExecutionEngine
@column_condition_partial(engine=PandasExecutionEngine)
def _pand... | ColumnValuesToBeValidMissouriZip |
python | ray-project__ray | python/ray/dashboard/modules/job/tests/test_cli.py | {
"start": 17533,
"end": 18048
} | class ____:
def test_address(self, mock_sdk_client):
_job_cli_group_test_address(mock_sdk_client, "delete", "fake_job_id")
def test_delete(self, mock_sdk_client):
runner = CliRunner()
mock_client_instance = mock_sdk_client.return_value
with set_env_var("RAY_ADDRESS", "env_addr"... | TestDelete |
python | dagster-io__dagster | python_modules/dagster/dagster/components/testing/utils.py | {
"start": 4265,
"end": 14297
} | class ____:
"""A sandbox for testing components.
This sandbox provides a number of utilities for scaffolding, modifying, and loading components
from a temporary defs folder. This makes it easy to test components in isolation.
"""
project_root: Path
defs_folder_path: Path
project_name: str
... | DefsFolderSandbox |
python | numpy__numpy | numpy/_core/tests/test_scalar_ctors.py | {
"start": 2336,
"end": 2807
} | class ____:
def test_intp(self):
# Ticket #99
assert_equal(1024, np.intp(1024))
def test_uint64_from_negative(self):
with pytest.raises(OverflowError):
np.uint64(-2)
int_types = [np.byte, np.short, np.intc, np.long, np.longlong]
uint_types = [np.ubyte, np.ushort, np.uintc,... | TestFromInt |
python | apache__airflow | providers/google/src/airflow/providers/google/cloud/operators/translate.py | {
"start": 6082,
"end": 12018
} | class ____(GoogleCloudBaseOperator):
"""
Translate text content of moderate amount, for larger volumes of text please use the TranslateTextBatchOperator.
Wraps the Google cloud Translate Text (Advanced) functionality.
See https://cloud.google.com/translate/docs/advanced/translating-text-v3
For mor... | TranslateTextOperator |
python | django__django | tests/admin_views/test_nav_sidebar.py | {
"start": 313,
"end": 814
} | class ____(admin.AdminSite):
enable_nav_sidebar = False
site_with_sidebar = AdminSiteWithSidebar(name="test_with_sidebar")
site_without_sidebar = AdminSiteWithoutSidebar(name="test_without_sidebar")
site_with_sidebar.register(User)
site_with_sidebar.register(Héllo)
urlpatterns = [
path("test_sidebar/admin/"... | AdminSiteWithoutSidebar |
python | django__django | tests/check_framework/template_test_apps/different_tags_app/apps.py | {
"start": 36,
"end": 147
} | class ____(AppConfig):
name = "check_framework.template_test_apps.different_tags_app"
| DifferentTagsAppAppConfig |
python | walkccc__LeetCode | solutions/420. Strong Password Checker/420.py | {
"start": 0,
"end": 1638
} | class ____:
def strongPasswordChecker(self, password: str) -> int:
n = len(password)
missing = self._getMissing(password)
# the number of replacements to deal with 3 repeating characters
replaces = 0
# the number of sequences that can be substituted with 1 deletions,
# (3k)-seqs
oneSeq = 0... | Solution |
python | catalyst-team__catalyst | catalyst/core/callback.py | {
"start": 4254,
"end": 4382
} | class ____(IMetricCallback):
"""Criterion callback interface, abstraction over criterion step."""
pass
| ICriterionCallback |
python | numba__numba | numba/core/errors.py | {
"start": 19472,
"end": 20025
} | class ____(TypingError):
def __init__(self, value, attr, loc=None):
module = getattr(value, 'pymod', None)
if module is not None and module == np:
# unsupported numpy feature.
msg = ("Use of unsupported NumPy function 'numpy.%s' "
"or unsupported use of the... | UntypedAttributeError |
python | pypa__pip | src/pip/_vendor/rich/console.py | {
"start": 9274,
"end": 10224
} | class ____:
"""Context manager to capture the result of printing to the console.
See :meth:`~rich.console.Console.capture` for how to use.
Args:
console (Console): A console instance to capture output.
"""
def __init__(self, console: "Console") -> None:
self._console = console
... | Capture |
python | getsentry__sentry | src/sentry/replays/usecases/ingest/__init__.py | {
"start": 2029,
"end": 2108
} | class ____(msgspec.Struct, gc=False, tag_field="type", tag=4):
pass
| MetaEvent |
python | pydantic__pydantic | tests/test_validate_call.py | {
"start": 38025,
"end": 38495
} | class ____(BaseModel):
z: int
M = M0
def test_uses_local_ns():
class M1(BaseModel):
y: int
M = M1 # noqa: F841
def foo():
class M2(BaseModel):
z: int
M = M2 # noqa: F841
@validate_call(validate_return=True)
def bar(m: 'M') -> 'M':
... | M0 |
python | bokeh__bokeh | src/bokeh/core/property/json.py | {
"start": 1276,
"end": 2588
} | class ____(String):
""" Accept JSON string values.
The value is transmitted and received by BokehJS as a *string*
containing JSON content. i.e., you must use ``JSON.parse`` to unpack
the value into a JavaScript hash.
Args:
default (string, optional) :
A default value for attrib... | JSON |
python | apache__airflow | providers/amazon/tests/unit/amazon/aws/hooks/test_comprehend.py | {
"start": 986,
"end": 6467
} | class ____:
@pytest.mark.parametrize(
("test_hook", "service_name"),
[pytest.param(ComprehendHook(), "comprehend", id="comprehend")],
)
def test_comprehend_hook(self, test_hook, service_name):
comprehend_hook = ComprehendHook()
assert comprehend_hook.conn is not None
@mo... | TestComprehendHook |
python | ray-project__ray | rllib/utils/spaces/space_utils.py | {
"start": 195,
"end": 17983
} | class ____(np.ndarray):
"""A ndarray-wrapper the usage of which indicates that there a batch dim exists.
This is such that our `batch()` utility can distinguish between having to
stack n individual batch items (each one w/o any batch dim) vs having to
concatenate n already batched items (each one possi... | BatchedNdArray |
python | charliermarsh__ruff | crates/ruff_linter/resources/test/fixtures/flake8_django/DJ001.py | {
"start": 137,
"end": 543
} | class ____(models.Model):
charfield = models.CharField(max_length=255, null=True)
textfield = models.TextField(max_length=255, null=True)
slugfield = models.SlugField(max_length=255, null=True)
emailfield = models.EmailField(max_length=255, null=True)
filepathfield = models.FilePathField(max_length=... | IncorrectModel |
python | kubernetes-client__python | kubernetes/client/models/v1beta2_resource_claim_status.py | {
"start": 383,
"end": 7596
} | class ____(object):
"""NOTE: This class is auto generated by OpenAPI Generator.
Ref: https://openapi-generator.tech
Do not edit the class manually.
"""
"""
Attributes:
openapi_types (dict): The key is attribute name
and the value is attribute type.
attri... | V1beta2ResourceClaimStatus |
python | pypa__pip | tests/lib/__init__.py | {
"start": 42822,
"end": 43414
} | class ____:
def pip(self, *args: str | pathlib.Path) -> InMemoryPipResult:
orig_stdout = sys.stdout
stdout = StringIO()
sys.stdout = stdout
try:
returncode = pip_entry_point([os.fspath(a) for a in args])
except SystemExit as e:
if isinstance(e.code, in... | InMemoryPip |
python | spack__spack | lib/spack/spack/modules/tcl.py | {
"start": 2370,
"end": 2615
} | class ____(BaseModuleFileWriter):
"""Writer class for tcl module files."""
default_template = "modules/modulefile.tcl"
modulerc_header = ["#%Module4.7"]
hide_cmd_format = "module-hide --soft --hidden-loaded %s"
| TclModulefileWriter |
python | dask__dask | dask/dataframe/tseries/resample.py | {
"start": 6542,
"end": 6604
} | class ____(ResampleReduction):
how = "median"
| ResampleMedian |
python | walkccc__LeetCode | solutions/2646. Minimize the Total Price of the Trips/2646.py | {
"start": 0,
"end": 1513
} | class ____:
def minimumTotalPrice(self, n: int, edges: list[list[int]], price: list[int],
trips: list[list[int]]) -> int:
graph = [[] for _ in range(n)]
for u, v in edges:
graph[u].append(v)
graph[v].append(u)
# count[i] := the number of times i is traversed
count... | Solution |
python | pallets__werkzeug | src/werkzeug/wrappers/response.py | {
"start": 1044,
"end": 31166
} | class ____(_SansIOResponse):
"""Represents an outgoing WSGI HTTP response with body, status, and
headers. Has properties and methods for using the functionality
defined by various HTTP specs.
The response body is flexible to support different use cases. The
simple form is passing bytes, or a string... | Response |
python | doocs__leetcode | solution/3100-3199/3183.The Number of Ways to Make the Sum/Solution.py | {
"start": 0,
"end": 419
} | class ____:
def numberOfWays(self, n: int) -> int:
mod = 10**9 + 7
coins = [1, 2, 6]
f = [0] * (n + 1)
f[0] = 1
for x in coins:
for j in range(x, n + 1):
f[j] = (f[j] + f[j - x]) % mod
ans = f[n]
if n >= 4:
ans = (ans + ... | Solution |
python | pypa__warehouse | dev/flake8/checkers.py | {
"start": 857,
"end": 6513
} | class ____(ast.NodeVisitor):
def __init__(self, filename: str) -> None:
self.errors: list[tuple[int, int, str]] = []
self.filename = filename
def check_for_backref(self, node) -> None:
def _check_keywords(keywords: list[ast.keyword]) -> None:
for kw in keywords:
... | WarehouseVisitor |
python | facebook__pyre-check | client/tests/daemon_socket_test.py | {
"start": 467,
"end": 5144
} | class ____(testslide.TestCase):
def test_get_md5_short(self) -> None:
# Test different servers are differentiable
project_root = Path("project_root")
relative_local_root_a = Path("my/project")
relative_local_root_b = Path("my/otherproject")
md5_hash_a = get_md5_short(
... | SocketTest |
python | plotly__plotly.py | plotly/graph_objs/waterfall/_decreasing.py | {
"start": 233,
"end": 2458
} | class ____(_BaseTraceHierarchyType):
_parent_path_str = "waterfall"
_path_str = "waterfall.decreasing"
_valid_props = {"marker"}
@property
def marker(self):
"""
The 'marker' property is an instance of Marker
that may be specified as:
- An instance of :class:`plotly... | Decreasing |
python | kubernetes-client__python | kubernetes/client/models/v1beta1_mutation.py | {
"start": 383,
"end": 5548
} | class ____(object):
"""NOTE: This class is auto generated by OpenAPI Generator.
Ref: https://openapi-generator.tech
Do not edit the class manually.
"""
"""
Attributes:
openapi_types (dict): The key is attribute name
and the value is attribute type.
attri... | V1beta1Mutation |
python | PrefectHQ__prefect | src/prefect/runner/storage.py | {
"start": 28592,
"end": 33647
} | class ____:
"""
Sets the working directory in the local filesystem.
Parameters:
Path: Local file path to set the working directory for the flow
Examples:
Sets the working directory for the local path to the flow:
```python
from prefect.runner.storage import Localstorage
... | LocalStorage |
python | matplotlib__matplotlib | lib/matplotlib/_mathtext.py | {
"start": 27374,
"end": 27849
} | class ____(DejaVuFonts):
"""
A font handling class for the DejaVu Serif fonts
If a glyph is not found it will fallback to Stix Serif
"""
_fontmap = {
'rm': 'DejaVu Serif',
'it': 'DejaVu Serif:italic',
'bf': 'DejaVu Serif:weight=bold',
'bfit': 'DejaVu Serif:italic:bol... | DejaVuSerifFonts |
python | realpython__materials | hashtable/05_separate_chaining/hashtable.py | {
"start": 137,
"end": 3385
} | class ____:
@classmethod
def from_dict(cls, dictionary, capacity=None):
hash_table = cls(capacity or len(dictionary))
for key, value in dictionary.items():
hash_table[key] = value
return hash_table
def __init__(self, capacity=8, load_factor_threshold=0.6):
if cap... | HashTable |
python | pypa__warehouse | tests/unit/integration/vulnerabilities/osv/test_views.py | {
"start": 186,
"end": 5349
} | class ____:
def test_report_vulnerabilities(self, pyramid_request, metrics, monkeypatch):
pyramid_request.headers = {
"VULN-PUBLIC-KEY-IDENTIFIER": "vuln_pub_key_id",
"VULN-PUBLIC-KEY-SIGNATURE": "vuln_pub_key_sig",
}
pyramid_request.body = """[{
"project": "vuln_p... | TestReportVulnerabilities |
python | joke2k__faker | tests/providers/test_phone_number.py | {
"start": 12621,
"end": 13206
} | class ____:
"""Test es_CO phone number provider methods"""
def test_phone_number(self, faker, num_samples):
pattern: Pattern = re.compile(
r"((\+?57|\(\+57\))?60\d)?\d{7}|"
r"((\+?57 |\(\+57\) )?60\d )?\d{3} \d{2} \d{2}|"
r"(\+?57|\(\+57\))?3[012]\d{8}|"
... | TestEsCo |
python | pytorch__pytorch | benchmarks/instruction_counts/execution/runner.py | {
"start": 3122,
"end": 10365
} | class ____:
def __init__(
self,
work_items: tuple[WorkOrder, ...],
core_pool: Optional[CorePool] = None,
cadence: float = 1.0,
) -> None:
self._work_items: tuple[WorkOrder, ...] = work_items
self._core_pool: CorePool = core_pool or CorePool(0, CPU_COUNT - 4)
... | Runner |
python | pypa__pipenv | pipenv/vendor/tomlkit/items.py | {
"start": 9918,
"end": 11216
} | class ____(Key):
"""A single key"""
def __init__(
self,
k: str,
t: KeyType | None = None,
sep: str | None = None,
original: str | None = None,
) -> None:
if t is None:
if not k or any(
c not in string.ascii_letters + string.digits ... | SingleKey |
python | pandas-dev__pandas | pandas/tests/series/methods/test_isin.py | {
"start": 214,
"end": 9236
} | class ____:
def test_isin(self):
s = Series(["A", "B", "C", "a", "B", "B", "A", "C"])
result = s.isin(["A", "C"])
expected = Series([True, False, True, False, False, False, True, True])
tm.assert_series_equal(result, expected)
# GH#16012
# This specific issue has to... | TestSeriesIsIn |
python | ray-project__ray | release/ray_release/tests/test_state_machine.py | {
"start": 2674,
"end": 2762
} | class ____:
def unblock_job(self, *args, **kwargs):
return {}
| MockBuildkiteJob |
python | rapidsai__cudf | python/cudf/cudf_pandas_tests/test_array_function.py | {
"start": 540,
"end": 638
} | class ____:
def __array_function__(self, func, types, args, kwargs):
return "slow"
| Slow2 |
python | joke2k__faker | faker/providers/misc/en_PH/__init__.py | {
"start": 42,
"end": 4397
} | class ____(MiscProvider):
"""
Provider for miscellaneous data for en_PH locale
This class also houses all other provider methods that would have otherwise been weird to place in another provider.
"""
gemstone_names = (
"Agate",
"Amber",
"Amethyst",
"Aquamarine",
... | Provider |
python | kamyu104__LeetCode-Solutions | Python/maximize-number-of-subsequences-in-a-string.py | {
"start": 48,
"end": 513
} | class ____(object):
def maximumSubsequenceCount(self, text, pattern):
"""
:type text: str
:type pattern: str
:rtype: int
"""
result = cnt1 = cnt2 = 0
for c in text:
if c == pattern[1]:
result += cnt1
cnt2 += 1
... | Solution |
python | huggingface__transformers | tests/models/fastspeech2_conformer/test_modeling_fastspeech2_conformer.py | {
"start": 24928,
"end": 34184
} | class ____(ModelTesterMixin, unittest.TestCase):
all_model_classes = (FastSpeech2ConformerWithHifiGan,) if is_torch_available() else ()
test_resize_embeddings = False
is_encoder_decoder = True
def setUp(self):
self.model_tester = FastSpeech2ConformerWithHifiGanTester(self)
def test_model(... | FastSpeech2ConformerWithHifiGanTest |
python | walkccc__LeetCode | solutions/2812. Find the Safest Path in a Grid/2812.py | {
"start": 0,
"end": 1632
} | class ____:
def maximumSafenessFactor(self, grid: list[list[int]]) -> int:
self.DIRS = ((0, 1), (1, 0), (0, -1), (-1, 0))
n = len(grid)
distToThief = self._getDistToThief(grid)
def hasValidPath(safeness: int) -> bool:
if distToThief[0][0] < safeness:
return False
q = collections.... | Solution |
python | doocs__leetcode | solution/2400-2499/2433.Find The Original Array of Prefix Xor/Solution.py | {
"start": 0,
"end": 127
} | class ____:
def findArray(self, pref: List[int]) -> List[int]:
return [a ^ b for a, b in pairwise([0] + pref)]
| Solution |
python | gevent__gevent | src/gevent/testing/support.py | {
"start": 1627,
"end": 1829
} | class ____(object):
# A descriptor-like object that will
# only be used if the actual stdlib module
# doesn't have the value.
def __init__(self, value):
self.value = value
| _Default |
python | django__django | tests/admin_utils/models.py | {
"start": 872,
"end": 940
} | class ____(Article):
class Meta:
proxy = True
| ArticleProxy |
python | huggingface__transformers | src/transformers/models/t5gemma/modular_t5gemma.py | {
"start": 15005,
"end": 15383
} | class ____(Gemma2MLP):
def __init__(self, config):
super().__init__(config)
self.dropout = nn.Dropout(config.dropout_rate)
def forward(self, x):
hidden_states = self.act_fn(self.gate_proj(x)) * self.up_proj(x)
hidden_states = self.dropout(hidden_states)
down_proj = self.... | T5GemmaMLP |
python | sanic-org__sanic | sanic/cli/arguments.py | {
"start": 7049,
"end": 8298
} | class ____(Group):
name = "Development"
def attach(self):
self.container.add_argument(
"--debug",
dest="debug",
action="store_true",
help="Run the server in debug mode",
)
self.container.add_argument(
"-r",
"--reloa... | DevelopmentGroup |
python | huggingface__transformers | src/transformers/models/align/modeling_align.py | {
"start": 25925,
"end": 26815
} | class ____(nn.Module):
def __init__(self, config):
super().__init__()
self.self = AlignTextSelfAttention(config)
self.output = AlignTextSelfOutput(config)
def forward(
self,
hidden_states: torch.Tensor,
attention_mask: Optional[torch.FloatTensor] = None,
... | AlignTextAttention |
python | tornadoweb__tornado | tornado/test/web_test.py | {
"start": 91580,
"end": 93998
} | class ____:
def get_httpserver_options(self):
# Use a small chunk size so flow control is relevant even though
# all the data arrives at once.
return dict(chunk_size=10, decompress_request=True)
def get_http_client(self):
# simple_httpclient only: curl doesn't support body_produ... | BaseStreamingRequestFlowControlTest |
python | pypa__setuptools | setuptools/_vendor/zipp/__init__.py | {
"start": 3690,
"end": 5999
} | class ____(InitializedState, SanitizedNames, zipfile.ZipFile):
"""
A ZipFile subclass that ensures that implied directories
are always included in the namelist.
>>> list(CompleteDirs._implied_dirs(['foo/bar.txt', 'foo/bar/baz.txt']))
['foo/', 'foo/bar/']
>>> list(CompleteDirs._implied_dirs(['fo... | CompleteDirs |
python | pypa__warehouse | tests/common/db/packaging.py | {
"start": 4702,
"end": 5057
} | class ____(WarehouseFactory):
class Meta:
model = JournalEntry
name = factory.Faker("word")
version = factory.Sequence(lambda n: str(n) + ".0")
submitted_date = factory.Faker(
"date_time_between_dates", datetime_start=datetime.datetime(2008, 1, 1)
)
submitted_by = factory.SubFac... | JournalEntryFactory |
python | django__django | tests/messages_tests/urls.py | {
"start": 1847,
"end": 2020
} | class ____(SuccessMessageMixin, FormView):
form_class = ContactForm
success_url = show
success_message = "%(name)s was created successfully"
| ContactFormViewWithMsg |
python | PrefectHQ__prefect | src/integrations/prefect-github/prefect_github/schemas/graphql_schema.py | {
"start": 94753,
"end": 95114
} | class ____(sgqlc.types.Input):
"""
See source code for more info.
"""
__schema__ = graphql_schema
__field_names__ = ("project_id", "client_mutation_id")
project_id = sgqlc.types.Field(sgqlc.types.non_null(ID), graphql_name="projectId")
client_mutation_id = sgqlc.types.Field(String, graphql_... | DeleteProjectInput |
python | plotly__plotly.py | plotly/graph_objs/heatmap/colorbar/_tickformatstop.py | {
"start": 233,
"end": 8514
} | class ____(_BaseTraceHierarchyType):
_parent_path_str = "heatmap.colorbar"
_path_str = "heatmap.colorbar.tickformatstop"
_valid_props = {"dtickrange", "enabled", "name", "templateitemname", "value"}
@property
def dtickrange(self):
"""
range [*min*, *max*], where "min", "max" - d... | Tickformatstop |
python | scipy__scipy | scipy/special/tests/test_legendre.py | {
"start": 12690,
"end": 21309
} | class ____:
@pytest.mark.parametrize("shape", [(1000,), (4, 9), (3, 5, 7)])
@pytest.mark.parametrize("branch_cut", [2, 3])
@pytest.mark.parametrize("z_min, z_max", [(-10 - 10j, 10 + 10j),
(-1, 1), (-10j, 10j)])
@pytest.mark.parametrize("norm", [True, False])
def test_specific(self, shape, br... | TestMultiAssocLegendreP |
python | realpython__materials | python-mcp-client/source-code-final/mcp_client/handlers.py | {
"start": 122,
"end": 3597
} | class ____:
"""Handle OpenAI API interaction and MCP tool execution."""
def __init__(self, client_session: ClientSession):
self.client_session = client_session
if not (api_key := os.getenv("OPENAI_API_KEY")):
raise RuntimeError(
"Error: OPENAI_API_KEY environment var... | OpenAIQueryHandler |
python | great-expectations__great_expectations | great_expectations/data_context/store/validation_definition_store.py | {
"start": 677,
"end": 3791
} | class ____(Store):
_key_class = StringKey
def __init__(
self,
store_backend: dict | None = None,
runtime_environment: dict | None = None,
store_name: str = "no_store_name",
) -> None:
store_backend_class = self._determine_store_backend_class(store_backend)
if... | ValidationDefinitionStore |
python | Pylons__pyramid | tests/test_session.py | {
"start": 12576,
"end": 17963
} | class ____(SharedCookieSessionTests, unittest.TestCase):
def _makeOne(self, request, **kw):
from pyramid.session import SignedCookieSessionFactory
kw.setdefault('secret', 'secret')
return SignedCookieSessionFactory(**kw)(request)
def _serialize(self, value, salt=b'pyramid.session.', ha... | TestSignedCookieSession |
python | PyCQA__pylint | tests/functional/u/unused/unused_private_member.py | {
"start": 9245,
"end": 9453
} | class ____:
"""Regression test for issue 5569"""
@classmethod
def b(cls) -> None:
cls.__a = '' # [unused-private-member]
def a(self):
return type(self).__a
| TypeSelfCallInMethod |
python | numpy__numpy | benchmarks/benchmarks/bench_core.py | {
"start": 52,
"end": 2635
} | class ____(Benchmark):
def setup(self):
self.l100 = range(100)
self.l50 = range(50)
self.float_l1000 = [float(i) for i in range(1000)]
self.float64_l1000 = [np.float64(i) for i in range(1000)]
self.int_l1000 = list(range(1000))
self.l = [np.arange(1000), np.arange(100... | Core |
python | sqlalchemy__sqlalchemy | test/sql/test_metadata.py | {
"start": 207014,
"end": 209642
} | class ____(fixtures.TestBase):
@contextmanager
def _fixture(self):
from sqlalchemy.engine.default import DefaultDialect
class CopyDialectOptionsTestDialect(DefaultDialect):
construct_arguments = [
(Table, {"some_table_arg": None}),
(Column, {"some_col... | CopyDialectOptionsTest |
python | readthedocs__readthedocs.org | readthedocs/api/v3/serializers.py | {
"start": 36368,
"end": 37514
} | class ____(serializers.ModelSerializer):
project = serializers.SlugRelatedField(slug_field="slug", read_only=True)
_links = EnvironmentVariableLinksSerializer(source="*", read_only=True)
class Meta:
model = EnvironmentVariable
fields = [
"pk",
"created",
... | EnvironmentVariableSerializer |
python | RaRe-Technologies__gensim | gensim/test/test_fasttext.py | {
"start": 51693,
"end": 52000
} | class ____(unittest.TestCase):
def test_compatibility_true(self):
m = FT_gensim.load(datapath('compatible-hash-true.model'))
self.assertTrue(m.wv.compatible_hash)
def test_hash_native(self):
m = load_native()
self.assertTrue(m.wv.compatible_hash)
| HashCompatibilityTest |
python | pydantic__pydantic | pydantic/_internal/_decorators_v1.py | {
"start": 4282,
"end": 6185
} | class ____(Protocol):
"""V2 validator with mode='after'."""
def __call__(
self, __fields_tuple: RootValidatorFieldsTuple, __info: core_schema.ValidationInfo
) -> RootValidatorFieldsTuple: ...
def make_v1_generic_root_validator(
validator: V1RootValidatorFunction, pre: bool
) -> V2CoreBeforeRo... | V2CoreAfterRootValidator |
python | matplotlib__matplotlib | lib/matplotlib/backend_bases.py | {
"start": 124995,
"end": 132356
} | class ____:
"""
Base class for all tool containers, e.g. toolbars.
Attributes
----------
toolmanager : `.ToolManager`
The tools with which this `ToolContainerBase` wants to communicate.
"""
_icon_extension = '.png'
"""
Toolcontainer button icon image format extension
*... | ToolContainerBase |
python | getsentry__sentry | tests/relay_integration/lang/javascript/test_plugin.py | {
"start": 2084,
"end": 103049
} | class ____(RelayStoreHelper):
@pytest.fixture(autouse=True)
def initialize(self, default_projectkey, default_project, set_sentry_option, live_server):
self.project = default_project
self.projectkey = default_projectkey
self.organization = self.project.organization
self.min_ago = ... | TestJavascriptIntegration |
python | ray-project__ray | python/ray/util/collective/const.py | {
"start": 530,
"end": 865
} | class ____(Enum):
"""ray.util.collective environment variables."""
NCCL_USE_MULTISTREAM = auto(), lambda v: (v or "True") == "True"
@property
def val(self):
"""Return the output of the lambda against the system's env value."""
_, default_fn = self.value
return default_fn(os.get... | ENV |
python | pennersr__django-allauth | allauth/headless/socialaccount/views.py | {
"start": 1009,
"end": 1911
} | class ____(APIView):
input_class = SignupInput
def handle(self, request, *args, **kwargs):
self.sociallogin = flows.signup.get_pending_signup(self.request)
if not self.sociallogin:
return ConflictResponse(request)
if not get_socialaccount_adapter().is_open_for_signup(
... | ProviderSignupView |
python | huggingface__transformers | src/transformers/models/roformer/tokenization_roformer.py | {
"start": 10140,
"end": 20534
} | class ____(PreTrainedTokenizer):
r"""
Construct a RoFormer tokenizer. Based on [Rust Jieba](https://pypi.org/project/rjieba/).
This tokenizer inherits from [`PreTrainedTokenizer`] which contains most of the main methods. Users should refer to
this superclass for more information regarding those methods... | RoFormerTokenizer |
python | bokeh__bokeh | src/bokeh/application/handlers/notebook.py | {
"start": 2099,
"end": 5228
} | class ____(CodeHandler):
''' A Handler that uses code in a Jupyter notebook for modifying Bokeh
Documents.
'''
_logger_text = "%s: call to %s() ignored when running notebooks with the 'bokeh' command."
_origin = "Notebook"
def __init__(self, *, filename: PathLike, argv: list[str] = [], packa... | NotebookHandler |
python | optuna__optuna | optuna/artifacts/exceptions.py | {
"start": 44,
"end": 334
} | class ____(OptunaError):
"""Exception raised when an artifact is not found.
It is typically raised while calling
:meth:`~optuna.artifacts._protocol.ArtifactStore.open_reader` or
:meth:`~optuna.artifacts._protocol.ArtifactStore.remove` methods.
"""
...
| ArtifactNotFound |
python | cherrypy__cherrypy | cherrypy/process/servers.py | {
"start": 3477,
"end": 3555
} | class ____:
"""Timeout constants."""
occupied = 5
free = 1
| Timeouts |
python | milvus-io__pymilvus | tests/test_async_grpc_handler.py | {
"start": 243,
"end": 19592
} | class ____:
"""Test cases for AsyncGrpcHandler class"""
@pytest.mark.asyncio
async def test_load_partitions_refresh_attribute(self) -> None:
"""
Test that load_partitions correctly accesses request.refresh instead of request.is_refresh.
This test verifies the fix for issue #2796.
... | TestAsyncGrpcHandler |
python | pypa__warehouse | warehouse/packaging/interfaces.py | {
"start": 2414,
"end": 2537
} | class ____(Exception):
"""Base exception for project name unavailability errors."""
pass
| ProjectNameUnavailableError |
python | huggingface__transformers | src/transformers/models/sam3_tracker/modeling_sam3_tracker.py | {
"start": 5335,
"end": 5891
} | class ____(PreTrainedModel):
config_class = Sam3TrackerConfig
base_model_prefix = "sam3_tracker"
main_input_name = "pixel_values"
input_modalities = ("image",)
_supports_sdpa = True
_supports_flash_attn_2 = True
_supports_attention_backend = True
@torch.no_grad()
def _init_weights(s... | Sam3TrackerPreTrainedModel |
python | apache__airflow | airflow-core/src/airflow/ti_deps/deps/mapped_task_expanded.py | {
"start": 880,
"end": 1412
} | class ____(BaseTIDep):
"""Checks that a mapped task has been expanded before its TaskInstance can run."""
NAME = "Task has been mapped"
IGNORABLE = False
IS_TASK_DEP = False
def _get_dep_statuses(self, ti, session, dep_context):
if dep_context.ignore_unmapped_tasks:
return
... | MappedTaskIsExpanded |
python | apache__airflow | providers/segment/src/airflow/providers/segment/operators/segment_track_event.py | {
"start": 1100,
"end": 2708
} | class ____(BaseOperator):
"""
Send Track Event to Segment for a specified user_id and event.
:param user_id: The ID for this user in your database. (templated)
:param event: The name of the event you're tracking. (templated)
:param properties: A dictionary of properties for the event. (templated)
... | SegmentTrackEventOperator |
python | dask__dask | dask/config.py | {
"start": 10722,
"end": 24734
} | class ____:
"""Temporarily set configuration values within a context manager
Parameters
----------
arg : mapping or None, optional
A mapping of configuration key-value pairs to set.
**kwargs :
Additional key-value pairs to set. If ``arg`` is provided, values set
in ``arg`` w... | set |
python | tensorflow__tensorflow | tensorflow/python/keras/optimizer_v1.py | {
"start": 10384,
"end": 12940
} | class ____(Optimizer):
"""Adagrad optimizer.
Adagrad is an optimizer with parameter-specific learning rates,
which are adapted relative to how frequently a parameter gets
updated during training. The more updates a parameter receives,
the smaller the updates.
It is recommended to leave the parameters of t... | Adagrad |
python | ray-project__ray | python/ray/air/_internal/device_manager/npu.py | {
"start": 617,
"end": 3478
} | class ____(TorchDeviceManager):
"""Ascend NPU device manager"""
@staticmethod
def register_custom_torch_dist_backend():
if NPU_TORCH_PACKAGE_AVAILABLE:
import torch_npu # noqa: F401, F811
def is_available(self) -> bool:
if not NPU_TORCH_PACKAGE_AVAILABLE:
retur... | NPUTorchDeviceManager |
python | huggingface__transformers | src/transformers/models/pegasus_x/modeling_pegasus_x.py | {
"start": 1680,
"end": 2845
} | class ____:
"""Wrapper for dimension info."""
batch_size: int # batch size
seq_len: int # token length
block_size: int # block size
num_heads: int # num heads
hidden_dim: int # hidden dim
dim_per_head: int # dim per head
num_blocks: int # num blocks
global_len: int # global ... | DimensionInfo |
python | lepture__authlib | authlib/jose/rfc7518/jws_algs.py | {
"start": 1065,
"end": 1993
} | class ____(JWSAlgorithm):
"""HMAC using SHA algorithms for JWS. Available algorithms:
- HS256: HMAC using SHA-256
- HS384: HMAC using SHA-384
- HS512: HMAC using SHA-512
"""
SHA256 = hashlib.sha256
SHA384 = hashlib.sha384
SHA512 = hashlib.sha512
def __init__(self, sha_type):
... | HMACAlgorithm |
python | scipy__scipy | scipy/linalg/tests/test_basic.py | {
"start": 86944,
"end": 90335
} | class ____:
def test_basic1(self):
c = np.array([1, 2, 3, 5])
b = np.array([1, -1, 1, 0])
x = solve_circulant(c, b)
y = solve(circulant(c), b)
assert_allclose(x, y)
def test_basic2(self):
# b is a 2-d matrix.
c = np.array([1, 2, -3, -5])
b = np.a... | TestSolveCirculant |
python | google__jax | jax/_src/export/shape_poly.py | {
"start": 9152,
"end": 13828
} | class ____:
"""Represents a multiplication of factors.
The representation is a sequence of _DimFactor factors along with their
integer exponents (>= 1). The empty sequence represents the constant 1.
"""
__slots__ = ["_factors", "_hash", "_size"]
def __init__(self, sorted_factors: SortedFactors):
self._... | _DimTerm |
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