semeru/text-code-galeras-code-generation-from-docstring-3k-deduped

1

15

def from_db(cls, db, field_names, values): instance = super().from_db(db, field_names, values) instance._orig_termination_a_type_id = instance.termination_a_type_id instance._orig_termination_a_ids = instance.termination_a_ids instance._orig_termination_b_type_id = instance.ter...

netbox/dcim/models/cables.py

87

netbox

{ "docstring": "\n Cache the original A and B terminations of existing Cable instances for later reference inside clean().\n ", "language": "en", "n_whitespaces": 31, "n_words": 16, "vocab_size": 16 }

24

Python

18

4bb9b6ee2639db683b70d6ddbee055497e0a3647

cables.py

264,750

7

56

from_db

https://github.com/netbox-community/netbox.git

Extend Cable model to support multiple A/B terminations

73

0

77,794

10

1

3

def expand_dims(v, dims): return v[(...,) + (None,) * (dims - 1)]

ldm/models/diffusion/dpm_solver/dpm_solver.py

42

stablediffusion

{ "docstring": "\n Expand the tensor `v` to the dim `dims`.\n Args:\n `v`: a PyTorch tensor with shape [N].\n `dim`: a `int`.\n Returns:\n a PyTorch tensor with shape [N, 1, 1, ..., 1] and the total dimension is `dims`.\n ", "language": "en", "n_whitespaces": 70, "n_words": 36, ...

11

Python

11

ca86da3a30c4e080d4db8c25fca73de843663cb4

dpm_solver.py

157,367

2

27

expand_dims

https://github.com/Stability-AI/stablediffusion.git

release more models

17

0

36,907

10

8

26

def test_combined_data_loader_with_max_size_cycle_and_ddp(replace_sampler_ddp, tmpdir): trainer = Trainer(strategy="ddp", accelerator="auto", devices=2, replace_sampler_ddp=replace_sampler_ddp) dataloader = CombinedLoader( {"a": DataLoader(RandomDataset(32, 8), batch_size=1), "b": DataLoader(Rando...

tests/trainer/test_supporters.py

459

lightning

{ "docstring": "This test makes sure distributed sampler has been properly injected in dataloaders when using CombinedLoader\n with ddp and `max_size_cycle` mode.", "language": "en", "n_whitespaces": 22, "n_words": 20, "vocab_size": 20 }

112

Python

57

5b59c951e28ddc8bb884f044b1f46fb54c23a8b8

test_supporters.py

241,651

41

399

test_combined_data_loader_with_max_size_cycle_and_ddp

https://github.com/Lightning-AI/lightning.git

Deprecate `TrainerDataLoadingMixin` and move logic to `DataConnector` (#11282) Co-authored-by: Rohit Gupta <rohitgr1998@gmail.com> Co-authored-by: Aki Nitta <nitta@akihironitta.com> Co-authored-by: Carlos Mocholí <carlossmocholi@gmail.com>

341

0

69,641

18

2

21

def set_pea_parser(parser=None): if not parser: from .base import set_base_parser parser = set_base_parser() from .peapods.base import mixin_base_ppr_parser from .peapods.runtimes.worker import mixin_worker_runtime_parser from .peapods.runtimes.container import mixin_container_run...

jina/parsers/__init__.py

193

jina

{ "docstring": "Set the parser for the Pea\n\n :param parser: an optional existing parser to build upon\n :return: the parser\n ", "language": "en", "n_whitespaces": 27, "n_words": 18, "vocab_size": 14 }

50

Python

35

933415bfa1f9eb89f935037014dfed816eb9815d

__init__.py

9,830

20

113

set_pea_parser

https://github.com/jina-ai/jina.git

feat: star routing (#3900) * feat(proto): adjust proto for star routing (#3844) * feat(proto): adjust proto for star routing * feat(proto): generate proto files * feat(grpc): refactor grpclet interface (#3846) * feat: refactor connection pool for star routing (#3872) * feat(k8s): add more labels to k8s ...

118

0

1,716

10

2

26

def _fd(f): return f.fileno() if hasattr(f, "fileno") else f if os.name == "nt": import msvcrt from ctypes import ( POINTER, Structure, Union, byref, c_int64, c_ulong, c_void_p, sizeof, windll, ) from ctypes.wintypes impo...

django/core/files/locks.py

161

django

{ "docstring": "Get a filedescriptor from something which could be a file or an fd.", "language": "en", "n_whitespaces": 12, "n_words": 13, "vocab_size": 12 }

86

Python

64

9c19aff7c7561e3a82978a272ecdaad40dda5c00

locks.py

204,481

2

21

_fd

https://github.com/django/django.git

Refs #33476 -- Reformatted code with Black.

210

0

50,743

9

1

13

def set_scale_factor(self, scale_factor, unit_system="SI"): sympy_deprecation_warning( f, deprecated_since_version="1.5", active_deprecations_target="deprecated-quantity-methods", ) from sympy.physics.units import UnitSystem unit_system = UnitSystem.ge...

sympy/physics/units/quantities.py

82

sympy

{ "docstring": "\n Quantity.set_scale_factor() is deprecated. Use either\n unit_system.set_quantity_scale_factors() or\n {self}.set_global_relative_scale_factor() instead.\n ", "language": "en", "n_whitespaces": 54, "n_words": 9, "vocab_size": 9 }

18

Python

18

905eb426131ca9542a6b258462d9ae984e5b2563

quantities.py

197,104

13

49

set_scale_factor

https://github.com/sympy/sympy.git

Update the deprecation warnings in sympy.physics.units

85

0

48,341

9

1

9

def trace(self, offset=0, axis1=0, axis2=1, dtype=None): from dask.array.reductions import trace return trace(self, offset=offset, axis1=axis1, axis2=axis2, dtype=dtype)

dask/array/core.py

72

dask

{ "docstring": "Return the sum along diagonals of the array.\n\n Refer to :func:`dask.array.trace` for full documentation.\n\n See Also\n --------\n dask.array.trace : equivalent function\n ", "language": "en", "n_whitespaces": 56, "n_words": 21, "vocab_size": 20 }

16

Python

15

2820bae493a49cb1d0a6e376985c5473b8f04fa8

core.py

156,750

3

51

trace

https://github.com/dask/dask.git

Don't include docs in ``Array`` methods, just refer to module docs (#9244) Co-authored-by: James Bourbeau <jrbourbeau@users.noreply.github.com>

37

0

36,760

8

1

11

async def test_ensure_config_exists_creates_config(hass): assert not os.path.isfile(YAML_PATH) with patch("builtins.print") as mock_print: await config_util.async_ensure_config_exists(hass) assert os.path.isfile(YAML_PATH) assert mock_print.called

tests/test_config.py

80

core

{ "docstring": "Test that calling ensure_config_exists.\n\n If not creates a new config file.\n ", "language": "en", "n_whitespaces": 17, "n_words": 11, "vocab_size": 11 }

16

Python

13

8b38fa58aa45d1809f6900729b4046d6c02c2230

test_config.py

312,785

6

44

test_ensure_config_exists_creates_config

https://github.com/home-assistant/core.git

Bump pytest to 7.0.0 (#65981)

38

0

111,422

11

1

3

def is_even(self): return not self.is_odd

sympy/combinatorics/permutations.py

21

sympy

{ "docstring": "\n Checks if a permutation is even.\n\n Examples\n ========\n\n >>> from sympy.combinatorics import Permutation\n >>> p = Permutation([0, 1, 2, 3])\n >>> p.is_even\n True\n >>> p = Permutation([3, 2, 1, 0])\n >>> p.is_even\n True\n\...

5

Python

5

498015021131af4dbb07eb110e5badaba8250c7b

permutations.py

196,182

2

11

is_even

https://github.com/sympy/sympy.git

Updated import locations

19

0

47,682

7

15

44

def warns(warningcls, *, match='', test_stacklevel=True): # Absorbs all warnings in warnrec with warnings.catch_warnings(record=True) as warnrec: # Hide all warnings but make sure that our warning is emitted warnings.simplefilter("ignore") warnings.filterwarnings("always", match, wa...

sympy/testing/pytest.py

485

sympy

{ "docstring": "\n Like raises but tests that warnings are emitted.\n\n >>> from sympy.testing.pytest import warns\n >>> import warnings\n\n >>> with warns(UserWarning):\n ... warnings.warn('deprecated', UserWarning, stacklevel=2)\n\n >>> with warns(UserWarning):\n ... pass\n Traceback...

229

Python

139

c5aa4e76c9642ebb2cf0fe105e46222b541966b2

pytest.py

196,844

44

263

warns

https://github.com/sympy/sympy.git

Fix the formatting of an error message

718

0

48,214

17

1

3

def precmd(self, line): return line

python3.10.4/Lib/cmd.py

18

XX-Net

{ "docstring": "Hook method executed just before the command line is\n interpreted, but after the input prompt is generated and issued.\n\n ", "language": "en", "n_whitespaces": 33, "n_words": 19, "vocab_size": 17 }

5

Python

5

8198943edd73a363c266633e1aa5b2a9e9c9f526

cmd.py

221,333

2

10

precmd

https://github.com/XX-net/XX-Net.git

add python 3.10.4 for windows

19

0

56,352

6

2

20

async def async_test_home_assistant(loop, load_registries=True): hass = ha.HomeAssistant() store = auth_store.AuthStore(hass) hass.auth = auth.AuthManager(hass, store, {}, {}) ensure_auth_manager_loaded(hass.auth) INSTANCES.append(hass) orig_async_add_job = hass.async_add_job orig_asyn...

tests/common.py

114

core

{ "docstring": "Return a Home Assistant object pointing at test config dir.", "language": "en", "n_whitespaces": 9, "n_words": 10, "vocab_size": 10 }

27

Python

22

e1338adf1a27edbc0e3513fa67cd6690c7a8fbc0

common.py

291,337

54

320

async_test_home_assistant

https://github.com/home-assistant/core.git

Allow configuring country and language in core config (#81734) * Allow configuring country and language in core config * Add script for updating list of countries * Use black for formatting * Fix quoting * Move country codes to a separate file * Address review comments * Add generated/countries.py ...

54

0

90,446

9

1

2

def shift(self): return self["shift"]

packages/python/plotly/plotly/graph_objs/layout/_yaxis.py

22

plotly.py

{ "docstring": "\n Moves the axis a given number of pixels from where it would\n have been otherwise. Accepts both positive and negative values,\n which will shift the axis either right or left, respectively.\n If `autoshift` is set to true, then this defaults to a padding\n of -3 i...

4

Python

4

ab7ddd3e8beeb1e70ce46447d26a0715fc92a5b7

_yaxis.py

231,482

2

11

shift

https://github.com/plotly/plotly.py.git

bump plotly.js to 2.17

18

0

62,935

7

2

9

def frame(self, fn_fid_or_fname, ignorekeys=[]): # get the frame info by name or id number if isinstance(fn_fid_or_fname, str): f = self.frame_by_name(fn_fid_or_fname, ignorekeys) else: f = self.frame_by_id(fn_fid_or_fname, ignorekeys) return f

nltk/corpus/reader/framenet.py

72

nltk

{ "docstring": "\n Get the details for the specified Frame using the frame's name\n or id number.\n\n Usage examples:\n\n >>> from nltk.corpus import framenet as fn\n >>> f = fn.frame(256)\n >>> f.name\n 'Medical_specialties'\n >>> f = fn.frame('Medical_specialt...

28

Python

24

8a4cf5d94eb94b6427c5d1d7907ba07b119932c5

framenet.py

42,535

6

45

frame

https://github.com/nltk/nltk.git

Docstring tests (#3050) * fixed pytests * fixed more pytests * fixed more pytest and changed multiline pytest issues fixes for snowball.py and causal.py * fixed pytests (mainly multiline or rounding issues) * fixed treebank pytests, removed test for return_string=True (deprecated) * fixed destructive.py...

85

0

7,597

11

1

5

def _get_cookies_set(self, req, resp): raise NotImplementedError("This method must be implemented by a subclass.")

tests/csrf_tests/tests.py

27

django

{ "docstring": "\n Return a list of the cookie values passed to set_cookie() over the\n course of the request-response.\n ", "language": "en", "n_whitespaces": 38, "n_words": 16, "vocab_size": 13 }

13

Python

13

9c19aff7c7561e3a82978a272ecdaad40dda5c00

tests.py

202,418

2

15

_get_cookies_set

https://github.com/django/django.git

Refs #33476 -- Reformatted code with Black.

27

0

50,120

8

4

11

async def async_update(self) -> None: await self.fido_data.async_update() if (sensor_type := self.entity_description.key) == "balance": if self.fido_data.data.get(sensor_type) is not None: self._attr_native_value = round(self.fido_data.data[sensor_type], 2) e...

homeassistant/components/fido/sensor.py

175

core

{ "docstring": "Get the latest data from Fido and update the state.", "language": "en", "n_whitespaces": 9, "n_words": 10, "vocab_size": 9 }

35

Python

27

58b9785485af4b49097707edb7fbcc00c72a3df0

sensor.py

304,562

11

110

async_update

https://github.com/home-assistant/core.git

Improve entity type hints [f] (#77143)

149

0

103,369

17

21

38

def _missing_(cls, value): if not isinstance(value, int): raise ValueError( "%r is not a valid %s" % (value, cls.__qualname__) ) # check boundaries # - value must be in range (e.g. -16 <-> +15, i.e. ~15 <-> 15) # - value must n...

Lib/enum.py

611

cpython

{ "docstring": "\n Create a composite member containing all canonical members present in `value`.\n\n If non-member values are present, result depends on `_boundary_` setting.\n ", "language": "en", "n_whitespaces": 43, "n_words": 21, "vocab_size": 21 }

312

Python

166

acf7403f9baea3ae1119fc6b4a3298522188bf96

enum.py

175,319

62

378

_missing_

https://github.com/python/cpython.git

bpo-40066: [Enum] update str() and format() output (GH-30582) Undo rejected PEP-663 changes: - restore `repr()` to its 3.10 status - restore `str()` to its 3.10 status New changes: - `IntEnum` and `IntFlag` now leave `__str__` as the original `int.__str__` so that str() and format() return the same result ...

1,215

0

41,600

21

1

2

def configuration(self): return []

homeassistant/components/alexa/capabilities.py

18

core

{ "docstring": "Return the configuration object.\n\n Applicable to the ThermostatController, SecurityControlPanel, ModeController, RangeController,\n and EventDetectionSensor.\n ", "language": "en", "n_whitespaces": 34, "n_words": 13, "vocab_size": 12 }

4

Python

4

53245c65238e3009dd1f3412f7f9bef10385f64e

capabilities.py

294,423

2

9

configuration

https://github.com/home-assistant/core.git

Update pylint to 2.13.0 (#68656)

18

0

93,460

6

3

11

def test_get_documents_by_id(self, ds, documents): ds.write_documents(documents) ids = [doc.id for doc in documents] result = {doc.id for doc in ds.get_documents_by_id(ids)} assert set(ids) == result

test/document_stores/test_memory.py

78

haystack

{ "docstring": "\n The base test uses the batch_size param that's not supported\n here, so we override the test case\n ", "language": "en", "n_whitespaces": 39, "n_words": 17, "vocab_size": 15 }

23

Python

18

a15af7f8c3ca504ceaa7c34e8487be2915cd6dc7

test_memory.py

258,280

5

50

test_get_documents_by_id

https://github.com/deepset-ai/haystack.git

refactor: Move `InMemoryDocumentStore` tests to their own class (#3614) * move tests to their own class * move more tests * add specific job * fix test * Update test/document_stores/test_memory.py Co-authored-by: Sara Zan <sara.zanzottera@deepset.ai> Co-authored-by: Sara Zan <sara.zanzottera@deepset....

58

0

75,213

10

2

6

def add_checkpoint_hook(self, args): if args.cpu: original_n_cpus = args.distributed_world_size

doc/source/ray-core/_examples/lm/ray_train.py

31

ray

{ "docstring": "Add a hook to the original save_checkpoint function.\n\n This checks if there are new computational resources available.\n If so, raise exception to restart the training process and\n make use of the new resources.\n ", "language": "en", "n_whitespaces": 61, "n_words"...

8

Python

8

7f1bacc7dc9caf6d0ec042e39499bbf1d9a7d065

ray_train.py

130,071

8

36

add_checkpoint_hook

https://github.com/ray-project/ray.git

[CI] Format Python code with Black (#21975) See #21316 and #21311 for the motivation behind these changes.

33

0

29,088

9

5

21

def addResourceToFile(target_filename, data, resource_kind, lang_id, res_name, logger): max_attempts = 5 for attempt in range(1, max_attempts + 1): update_handle = _openFileWindowsResources(target_filename) _updateWindowsResource(update_handle, resource_kind, res_name, lang_id, data) ...

nuitka/utils/WindowsResources.py

208

Nuitka

{ "docstring": "\nFailed to add resources to file %r in attempt %d.\nDisable Anti-Virus, e.g. Windows Defender for build folders. Retrying after a second of delay.\nFailed to add resources to file %r in attempt %d with error code %d.\nDisable Anti-Virus, e.g. Windows Defender for build folders. Retrying after a secon...

76

Python

55

ed2208484bde4bf78da0712d54ab18c192df7e2e

WindowsResources.py

178,816

32

131

addResourceToFile

https://github.com/Nuitka/Nuitka.git

Onefile: Attempt opening the binary for adding payload up to five seconds * This duplicates code from resource handling, where we needed to do this already, but due to hotfix intention, we don't want to make it as a reusable functionality yet.

390

0

42,833

18

2

10

def test_connection(self) -> Tuple[bool, str]: try: conn = self.get_conn() conn.normalize('.') return True, "Connection successfully tested" except Exception as e: return False, str(e)

airflow/providers/sftp/hooks/sftp.py

78

airflow

{ "docstring": "Test the SFTP connection by calling path with directory", "language": "en", "n_whitespaces": 8, "n_words": 9, "vocab_size": 9 }

22

Python

21

f3aacebe502c4ea5dc2b7d29373539296fa037eb

sftp.py

43,251

8

44

test_connection

https://github.com/apache/airflow.git

Convert sftp hook to use paramiko instead of pysftp (#24512)

87

0

7,889

11

3

2

def test_redirect_exception(self) -> None:

tests/test_server.py

16

synapse

{ "docstring": "\n If the callback raises a RedirectException, it is turned into a 30x\n with the right location.\n ", "language": "en", "n_whitespaces": 38, "n_words": 16, "vocab_size": 14 }

4

Python

4

f1145563f662653e451525032b043d1a58998b6d

test_server.py

248,661

15

95

test_redirect_exception

https://github.com/matrix-org/synapse.git

Extra type annotations in `test_server` (#13124)

11

0

72,408

6

10

21

def __format__(self, fmt): # Support string formatting if not fmt or fmt[-1] == 's': return format(str(self), fmt) # From here on down, support for 'bnXx' global _address_fmt_re if _address_fmt_re is None: import re _address_fmt_re =...

python3.10.4/Lib/ipaddress.py

277

@functools.total_ordering

XX-Net

{ "docstring": "Returns an IP address as a formatted string.\n\n Supported presentation types are:\n 's': returns the IP address as a string (default)\n 'b': converts to binary and returns a zero-padded string\n 'X' or 'x': converts to upper- or lower-case hex and returns a zero-padded str...

115

Python

70

8198943edd73a363c266633e1aa5b2a9e9c9f526

ipaddress.py

218,526

25

141

__format__

https://github.com/XX-net/XX-Net.git

add python 3.10.4 for windows

369

1

55,367

12

1

23

def test_interactive_true_with_dependent_objects(self): post = Post.objects.create(title="post", content_type=self.content_type) # A related object is needed to show that a custom collector with # can_fast_delete=False is needed. ModelWithNullFKToSite.objects.create(post=post) ...

tests/contenttypes_tests/test_management.py

233

django

{ "docstring": "\n interactive mode (the default) deletes stale content types and warns of\n dependent objects.\n ", "language": "en", "n_whitespaces": 35, "n_words": 13, "vocab_size": 13 }

61

Python

50

9c19aff7c7561e3a82978a272ecdaad40dda5c00

test_management.py

202,322

13

134

test_interactive_true_with_dependent_objects

https://github.com/django/django.git

Refs #33476 -- Reformatted code with Black.

178

0

50,068

12

3

17

def test_activity_stream_related(): serializer_related = set( ActivityStream._meta.get_field(field_name).related_model for field_name, stuff in ActivityStreamSerializer()._local_summarizable_fk_fields(None) if hasattr(ActivityStream, field_name) ) models = set(activity_stream_r...

awx/main/tests/unit/api/serializers/test_activity_stream_serializer.py

102

awx

{ "docstring": "\n If this test failed with content in `missing_models`, that means that a\n model has been connected to the activity stream, but the model has not\n been added to the activity stream serializer.\n\n How to fix this:\n Ideally, all models should be in awx.api.serializers.SUMMARIZABLE_FK...

27

Python

22

2d310dc4e50c6f7cd298f9fb8af69da258cd9ea6

test_activity_stream_serializer.py

81,351

10

62

test_activity_stream_related

https://github.com/ansible/awx.git

Optimize object creation by getting fewer empty relationships (#12508) This optimizes the ActivityStreamSerializer by only getting many-to-many relationships that are speculatively non-empty based on information we have in other fields We run this every time we create an object as an on_commit action so it...

69

0

17,190

13

1

def test_invalid_scheduler_missing_state_dict():

tests/trainer/optimization/test_optimizers.py

12

lightning

{ "docstring": "Test that custom lr scheduler raises an error if it's missing the state dict.", "language": "en", "n_whitespaces": 13, "n_words": 14, "vocab_size": 14 }

2

Python

2

82c8875f33addb0becd7761c95e9674ccc98c7ee

test_optimizers.py

241,755

10

48

test_invalid_scheduler_missing_state_dict

https://github.com/Lightning-AI/lightning.git

Add `LightningModule.lr_scheduler_step` (#10249) Co-authored-by: Carlos Mocholi <carlossmocholi@gmail.com>

5

0

69,685

6

15

def register_for_checkpointing(self, *objects): invalid_objects = [] for obj in objects: if not hasattr(obj, "state_dict") or not hasattr(obj, "load_state_dict"): invalid_objects.append(obj) if len(invalid_objects) > 0: err = "All `objects` must i...

src/accelerate/accelerator.py

149

accelerate

{ "docstring": "\n Makes note of `objects` and will save or load them in during `save_state` or `load_state`.\n\n These should be utilized when the state is being loaded or saved in the same script. It is not designed to be\n used in different scripts\n\n Note: Every `object` must have a `...

58

Python

50

6ffab178accebda485295bddf8eb6bf436ff698f

accelerator.py

337,272

11

79

register_for_checkpointing

https://github.com/huggingface/accelerate.git

Implementation of saving and loading custom states (#270)

167

0

120,989

14

28

33

def get_subsample(train_args, mode, arch): if arch == 'transformer': return np.array([1]) elif mode == 'mt' and arch == 'rnn': # +1 means input (+1) and layers outputs (train_args.elayer) subsample = np.ones(train_args.elayers + 1, dtype=np.int) logging.warning('Subsampling...

ppg2mel/utils/nets_utils.py

897

MockingBird

{ "docstring": "Parse the subsampling factors from the training args for the specified `mode` and `arch`.\n\n Args:\n train_args: argument Namespace containing options.\n mode: one of ('asr', 'mt', 'st')\n arch: one of ('rnn', 'rnn-t', 'rnn_mix', 'rnn_mulenc', 'transformer')\n\n Returns:\n ...

275

Python

96

b617a87ee40ab384767a27335313c2c65ee094ec

nets_utils.py

161,058

49

534

get_subsample

https://github.com/babysor/MockingBird.git

Init ppg extractor and ppg2mel (#375) * Init ppg extractor and ppg2mel * add preprocess and training * FIx known issues * Update __init__.py Allow to gen audio * Fix length issue * Fix bug of preparing fid * Fix sample issues * Add UI usage of PPG-vc

735

0

38,874

19

7

17

def getTreeBuilder(treeType, implementation=None, **kwargs): treeType = treeType.lower() if treeType not in treeBuilderCache: if treeType == "dom": from . import dom # Come up with a sane default (pref. from the stdlib) if implementation is None: ...

.venv/lib/python3.8/site-packages/pip/_vendor/html5lib/treebuilders/__init__.py

211

transferlearning

{ "docstring": "Get a TreeBuilder class for various types of trees with built-in support\n\n :arg treeType: the name of the tree type required (case-insensitive). Supported\n values are:\n\n * \"dom\" - A generic builder for DOM implementations, defaulting to a\n xml.dom.minidom based implem...

103

Python

56

f638f5d0e6c8ebed0e69a6584bc7f003ec646580

__init__.py

62,572

20

123

getTreeBuilder

https://github.com/jindongwang/transferlearning.git

upd; format

320

0

12,996

14

3

7

def getAllExportsAsDict(self, plugin_list=None): if plugin_list is None: # All enabled plugins should be exported plugin_list = self.getPluginsList() return {p: self._plugins[p].get_export() for p in plugin_list}

glances/stats.py

67

glances

{ "docstring": "Return all the stats to be exported (list).\n\n Default behavior is to export all the stat\n if plugin_list is provided, only export stats of given plugin (list)\n ", "language": "en", "n_whitespaces": 48, "n_words": 27, "vocab_size": 21 }

24

Python

23

5ce964bac3a618229f593ad587cb704f783a470f

stats.py

70,057

4

41

getAllExportsAsDict

https://github.com/nicolargo/glances.git

Remove the static exportable_plugins list from glances_export.py #1556" Limiting data exported for economic storage #1443

67

0

15,289

11

1

13

def mixin_client_protocol_parser(parser): from jina.enums import GatewayProtocolType parser.add_argument( '--protocol', type=GatewayProtocolType.from_string, choices=list(GatewayProtocolType), default=GatewayProtocolType.GRPC, help='Communication protocol between s...

jina/parsers/client.py

68

jina

{ "docstring": "Add the arguments for the protocol to the client parser\n\n :param parser: the parser configure\n ", "language": "en", "n_whitespaces": 21, "n_words": 15, "vocab_size": 11 }

18

Python

18

de5942f19db46321d09d31ff62d60ac33e7e43d7

client.py

13,477

9

42

mixin_client_protocol_parser

https://github.com/jina-ai/jina.git

feat: allow multiple port and protocols for gateway (#5378)

65

0

2,665

10

1

10

def test_span_maker_forward_with_empty(): nlp = English() doc1 = nlp("a b c") ent = doc1[0:1] ent.label_ = "X" doc1.ents = [ent] # no entities doc2 = nlp("x y z") # just to get a model span_maker = build_span_maker() span_maker([doc1, doc2], False)

spacy/tests/pipeline/test_entity_linker.py

103

spaCy

{ "docstring": "The forward pass of the span maker may have a doc with no entities.", "language": "en", "n_whitespaces": 13, "n_words": 14, "vocab_size": 14 }

39

Python

32

d61e742960ef230b423dfa157449b291a03bd119

test_entity_linker.py

111,575

9

57

test_span_maker_forward_with_empty

https://github.com/explosion/spaCy.git

Handle Docs with no entities in EntityLinker (#11640) * Handle docs with no entities If a whole batch contains no entities it won't make it to the model, but it's possible for individual Docs to have no entities. Before this commit, those Docs would cause an error when attempting to concatenate arrays because th...

72

0

24,444

9

3

17

def evaluate_accuracy_gpu(net, data_iter, device=None): if not device: # Query the first device where the first parameter is on device = list(net.collect_params().values())[0].list_ctx()[0] # No. of correct predictions, no. of predictions metric = d2l.Accumulator(2) for X, y in data_iter: ...

d2l/mxnet.py

167

d2l-zh

{ "docstring": "Compute the accuracy for a model on a dataset using a GPU.\n\n Defined in :numref:`sec_lenet`", "language": "en", "n_whitespaces": 17, "n_words": 15, "vocab_size": 13 }

49

Python

40

b64b41d8c1ac23c43f7a4e3f9f6339d6f0012ab2

mxnet.py

158,175

8

105

evaluate_accuracy_gpu

https://github.com/d2l-ai/d2l-zh.git

[PaddlePaddle] Merge master into Paddle branch (#1186) * change 15.2 title in chinese version (#1109) change title ’15.2. 情感分析：使用递归神经网络‘ to ’15.2. 情感分析：使用循环神经网络‘ * 修改部分语义表述 (#1105) * Update r0.17.5 (#1120) * Bump versions in installation * 94行typo: （“bert.mall”）->（“bert.small”） (#1129) * line 313: "b...

89

0

37,352

18

5

30

def test_k8s_cpu(): # Some experimentally-obtained K8S CPU usage files for use in test_k8s_cpu. PROCSTAT1 = # noqa PROCSTAT2 = # noqa CPUACCTUSAGE1 = "2268980984108" CPUACCTUSAGE2 = "2270120061999" CPUSHARES = "2048" shares_file, cpu_file, proc_stat_file = [ tempfile.N...

python/ray/tests/test_advanced_3.py

375

ray

{ "docstring": "Test all the functions in dashboard/k8s_utils.py.\n Also test ray._private.utils.get_num_cpus when running in a K8s pod.\n Files were obtained from within a K8s pod with 2 CPU request, CPU limit\n unset, with 1 CPU of stress applied.\n cpu 2945022 98 3329420 148744854 39522 0 118587 0 0 ...

142

Python

93

7f1bacc7dc9caf6d0ec042e39499bbf1d9a7d065

test_advanced_3.py

131,220

66

220

test_k8s_cpu

https://github.com/ray-project/ray.git

[CI] Format Python code with Black (#21975) See #21316 and #21311 for the motivation behind these changes.

363

0

29,486

12

1

6

def __getstate__(self) -> Dict[str, Any]: return {} @ExperimentalAPI

rllib/agents/alpha_star/league_builder.py

31

@ExperimentalAPI

ray

{ "docstring": "Returns a state dict, mapping str keys to state variables.\n\n Returns:\n The current state dict of this LeagueBuilder.\n ", "language": "en", "n_whitespaces": 43, "n_words": 18, "vocab_size": 16 }

8

Python

8

0bb82f29b65dca348acf5aa516d21ef3f176a3e1

league_builder.py

147,590

7

16

__getstate__

https://github.com/ray-project/ray.git

[RLlib] AlphaStar polishing (fix logger.info bug). (#22281)

21

1

34,015

6

3

18

def from_euler(cls, angles, seq): if len(angles) != 3: raise ValueError("3 angles must be given.") extrinsic = _check_sequence(seq) i, j, k = seq.lower() q1 = cls.from_axis_angle(_elementary_axis(i), angles[0]) q2 = cls.from_axis_angle(_elementary_axis(j),...

sympy/algebras/quaternion.py

176

sympy

{ "docstring": "Returns quaternion equivalent to Euler angles represented same in\n the sequence defined by `seq`.\n\n Parameters\n ==========\n\n angles : list, tuple or Matrix of 3 numbers\n The Euler angles (in radians).\n seq : string of length 3\n Represen...

49

Python

38

1d8576449e7ab757f13f49a1d33faed602aa88fb

quaternion.py

200,597

12

111

from_euler

https://github.com/sympy/sympy.git

implemented to_euler and from_euler

145

0

49,726

12

1

3

def lookup_pattern(name): return _registered_patterns[name]

python/ray/_private/thirdparty/pathspec/util.py

20

ray

{ "docstring": "\n Lookups a registered pattern factory by name.\n\n *name* (:class:`str`) is the name of the pattern factory.\n\n Returns the registered pattern factory (:class:`~collections.abc.Callable`).\n If no pattern factory is registered, raises :exc:`KeyError`.\n ", "language": "en", "n_wh...

4

Python

4

7f1bacc7dc9caf6d0ec042e39499bbf1d9a7d065

util.py

130,285

2

11

lookup_pattern

https://github.com/ray-project/ray.git

[CI] Format Python code with Black (#21975) See #21316 and #21311 for the motivation behind these changes.

10

0

29,210

6

1

7

def save_instance(self): instance = self.form.save() log(instance=instance, action="wagtail.create") return instance

wagtail/admin/views/generic/models.py

48

wagtail

{ "docstring": "\n Called after the form is successfully validated - saves the object to the db\n and returns the new object. Override this to implement custom save logic.\n ", "language": "en", "n_whitespaces": 48, "n_words": 26, "vocab_size": 22 }

9

Python

8

96a0eb0fa0cc0e28bcf5616987d193f6b2fcea82

models.py

77,827

4

27

save_instance

https://github.com/wagtail/wagtail.git

Move logging in generic CreateView and EditView to save_instance() method

37

0

16,712

9

1

10

async def poll_and_get_state(self) -> State: await time_changed(self.hass, 60) await time_changed(self.hass, DEBOUNCE_COOLDOWN) state = self.hass.states.get(self.entity_id) assert state is not None return state

tests/components/homekit_controller/common.py

77

core

{ "docstring": "Trigger a time based poll and return the current entity state.", "language": "en", "n_whitespaces": 10, "n_words": 11, "vocab_size": 11 }

21

Python

17

1ded3ac51ebc1915a5026af1998eb119972f6117

common.py

290,620

7

47

poll_and_get_state

https://github.com/home-assistant/core.git

Poll HomeKit Controller locks for state after lock operation (#82058)

63

0

89,734

10

1

5

async def help_test_setup_manual_entity_from_yaml(hass, config): calls = MagicMock()

tests/components/mqtt/test_common.py

25

core

{ "docstring": "Help to test setup from yaml through configuration entry.", "language": "en", "n_whitespaces": 8, "n_words": 9, "vocab_size": 9 }

7

Python

7

4894e2e5a43e80a2f64d8f9486c7eb215fcdaa6b

test_common.py

287,415

14

106

help_test_setup_manual_entity_from_yaml

https://github.com/home-assistant/core.git

Refactor common MQTT tests to use modern schema (#77583) * Common tests availability * Common tests attributes * Common tests unique id * Common tests discovery * Common tests encoding * Common tests device info * Common tests entity_id updated * Common tests entity debug info * Common test ent...

13

0

86,608

8

4

8

def random_kernel_graph(n, kernel_integral, kernel_root=None, seed=None): r if kernel_root is None: import scipy as sp import scipy.optimize # call as sp.optimize

networkx/generators/random_graphs.py

47

networkx

{ "docstring": "Returns an random graph based on the specified kernel.\n\n The algorithm chooses each of the $[n(n-1)]/2$ possible edges with\n probability specified by a kernel $\\kappa(x,y)$ [1]_. The kernel\n $\\kappa(x,y)$ must be a symmetric (in $x,y$), non-negative,\n bounded function.\n\n Param...

20

Python

18

2a05ccdb07cff88e56661dee8a9271859354027f

random_graphs.py

176,736

74

143

random_kernel_graph

https://github.com/networkx/networkx.git

Remove redundant py2 numeric conversions (#5661) * Remove redundant float conversion * Remove redundant int conversion * Use integer division Co-authored-by: Miroslav Šedivý <6774676+eumiro@users.noreply.github.com>

40

0

42,069

9

6

8

def prompt_for_move(final_file, **move_params): skip_static_hosts = move_params["skipstatichosts"] if move_params["replace"] and not skip_static_hosts: move_file = True elif move_params["auto"] or skip_static_hosts: move_file = False else: prompt = "Do you want to replace ...

updateHostsFile.py

108

hosts

{ "docstring": "\n Prompt the user to move the newly created hosts file to its designated\n location in the OS.\n\n Parameters\n ----------\n final_file : file\n The file object that contains the newly created hosts data.\n move_params : kwargs\n Dictionary providing additional paramet...

53

Python

41

258b10edc90d53c31225962dde6dcc80b0fc9ba9

updateHostsFile.py

123,270

12

60

prompt_for_move

https://github.com/StevenBlack/hosts.git

refactor: more containerization

108

0

27,313

11

1

15

def test_api_fields(self) -> None: expected_fields = set(Stream.API_FIELDS) | {"stream_id"} expected_fields -= {"id"} stream_dict_fields = set(APIStreamDict.__annotations__.keys()) computed_fields = set(["is_announcement_only", "is_default"]) self.assertEqual(stream_di...

zerver/tests/test_subs.py

183

zulip

{ "docstring": "Verify that all the fields from `Stream.API_FIELDS` and `Subscription.API_FIELDS` present\n in `APIStreamDict` and `APISubscriptionDict`, respectively.\n ", "language": "en", "n_whitespaces": 29, "n_words": 15, "vocab_size": 14 }

73

Python

55

44ecd66eaec6533778bdff3fbb31ceb0acc0419a

test_subs.py

83,879

18

104

test_api_fields

https://github.com/zulip/zulip.git

types: Better types for API fields. Signed-off-by: Zixuan James Li <359101898@qq.com>

211

0

17,743

11

1

5

def log(self) -> Logger: return self.app._logger

src/textual/message_pump.py

25

textual

{ "docstring": "Get a logger for this object.\n\n Returns:\n Logger: A logger.\n ", "language": "en", "n_whitespaces": 35, "n_words": 10, "vocab_size": 10 }

6

Python

6

ca9492ac569510ce0a7e5387f81e763a99c7359e

message_pump.py

184,828

7

14

log

https://github.com/Textualize/textual.git

layout docs

20

0

44,823

7

3

15

def fhash(value): fpart = math.modf(value) if fpart[0] == 0.0: return hash(int(fpart[1])) v, e = math.frexp(value) # 2**31 v *= 2147483648.0 # Top 32 bits hipart = int(v) # Next 32 bits v = (v - float(hipart)) * 2147483648...

samtranslator/third_party/py27hash/hash.py

162

serverless-application-model

{ "docstring": "\n Returns a Python 2.7 hash for a float.\n\n Logic ported from the 2.7 Python branch: cpython/Objects/object.c\n Method: long _Py_HashDouble(double v)\n\n Args:\n value: input float\n\n Returns:\n Python 2.7 hash\n ", "language": "en",...

62

Python

42

a5db070f446b7cfebdaa6ad2e3dcf78f6105a272

hash.py

213,059

12

105

fhash

https://github.com/aws/serverless-application-model.git

fix: Py27hash fix (#2182) * Add third party py27hash code * Add Py27UniStr and unit tests * Add py27hash_fix utils and tests * Add to_py27_compatible_template and tests * Apply py27hash fix to wherever it is needed * Apply py27hash fix, all tests pass except api_with_any_method_in_swagger * apply py2...

182

0

53,613

12

6

43

def forward(self, x, l2_norm=False): with torch.no_grad(): with torch.cuda.amp.autocast(enabled=False): x.squeeze_(1) # if you torch spec compute it otherwise use the mel spec computed by the AP if self.use_torch_spec: x = ...

TTS/speaker_encoder/models/resnet.py

505

TTS

{ "docstring": "Forward pass of the model.\n\n Args:\n x (Tensor): Raw waveform signal or spectrogram frames. If input is a waveform, `torch_spec` must be `True`\n to compute the spectrogram on-the-fly.\n l2_norm (bool): Whether to L2-normalize the outputs.\n\n Shape...

118

Python

68

127118c6378168e3d36a1e5d19ede777fd20684f

resnet.py

261,852

29

320

forward

https://github.com/coqui-ai/TTS.git

Update TTS.tts formatters (#1228) * Return Dict from tts formatters * Make style

416

0

77,033

20

3

14

def _faces_from_frames(self) -> None: logger.debug("Extracting faces from frames: Number images: %s", len(self.source)) if self.update_source: self._crop_source_faces() self._crop_destination_faces() logger.debug("Extracted faces from frames: %s", ...

tools/preview/preview.py

110

faceswap

{ "docstring": " Extract the preview faces from the source frames and apply the requisite padding. ", "language": "en", "n_whitespaces": 14, "n_words": 13, "vocab_size": 11 }

28

Python

24

1022651eb8a7741014f5d2ec7cbfe882120dfa5f

preview.py

101,408

8

65

_faces_from_frames

https://github.com/deepfakes/faceswap.git

Bugfix: convert - Gif Writer - Fix non-launch error on Gif Writer - convert plugins - linting - convert/fs_media/preview/queue_manager - typing - Change convert items from dict to Dataclass

94

0

20,822

13

1

27

def test_deleted_message(self) -> None: user_profile = self.example_user("hamlet") message = self.get_message(Recipient.PERSONAL, type_id=1) UserMessage.objects.create( user_profile=user_profile, flags=UserMessage.flags.read, message=message, ...

zerver/tests/test_push_notifications.py

229

zulip

{ "docstring": "Simulates the race where message is deleted before handling push notifications", "language": "en", "n_whitespaces": 10, "n_words": 11, "vocab_size": 11 }

78

Python

65

b0ce4f1bce8031881addecb1e86073483517f392

test_push_notifications.py

83,262

23

132

test_deleted_message

https://github.com/zulip/zulip.git

docs: Fix many spelling mistakes. Signed-off-by: Anders Kaseorg <anders@zulip.com>

308

0

17,643

11

5

25

def get_abstract_dependencies(reqs, sources=None, parent=None): deps = [] from .requirements import Requirement for req in reqs: if isinstance(req, shims.InstallRequirement): requirement = Requirement.from_line("{0}{1}".format(req.name, req.specifier)) if req.link: ...

pipenv/vendor/requirementslib/models/dependencies.py

238

pipenv

{ "docstring": "Get all abstract dependencies for a given list of requirements.\n\n Given a set of requirements, convert each requirement to an Abstract Dependency.\n\n :param reqs: A list of Requirements\n :type reqs: list[:class:`~requirementslib.models.requirements.Requirement`]\n :param sources: Pipfi...

56

Python

40

cd5a9683be69c86c8f3adcd13385a9bc5db198ec

dependencies.py

22,218

19

149

get_abstract_dependencies

https://github.com/pypa/pipenv.git

Rename notpip to pip. Vendor in pip-22.2.1 and latest requirementslib and vistir.

225

0

4,264

15

1

12

def special_library_payload(parent_payload, special_type): title = f"{special_type} ({parent_payload.title})" special_library_id = f"{parent_payload.media_content_id}/{special_type}" return BrowseMedia( title=title, media_class=parent_payload.media_class, media_content_id=specia...

homeassistant/components/plex/media_browser.py

102

core

{ "docstring": "Create response payload for special library folders.", "language": "en", "n_whitespaces": 6, "n_words": 7, "vocab_size": 7 }

20

Python

19

653305b998dd033365576db303b32dd5df3a6c54

media_browser.py

294,023

12

54

special_library_payload

https://github.com/home-assistant/core.git

Support multiple Plex servers in media browser (#68321)

84

0

93,067

9

8

15

def acl_update(consul_url=None, token=None, **kwargs): ret = {} data = {} if not consul_url: consul_url = _get_config() if not consul_url: log.error("No Consul URL found.") ret["message"] = "No Consul URL found." ret["res"] = False return ...

salt/modules/consul.py

390

salt

{ "docstring": "\n Update an ACL token.\n\n :param consul_url: The Consul server URL.\n :param name: Meaningful indicator of the ACL's purpose.\n :param id: Unique identifier for the ACL to update.\n :param type: Type is either client or management. A management\n token is comparable to...

116

Python

63

fb825aa760fa0585a2c8fdafc6e62be8aec8cecf

consul.py

215,759

35

212

acl_update

https://github.com/saltstack/salt.git

[merge jam] Master port 49261 - consul modules (#58101) * add consul states and acl function present/absent * add consul to states doc index * refact/fix consul states * fix doc, fix states * fix name parameter for acl_changes * fixing pylint errors * small changes after review by @rallytime * fix...

313

0

54,153

13

1

13

def _reset(self) -> None: self._reset_slots() self._paused = False self.latest_action = {} self.latest_message = UserUttered.empty() self.latest_bot_utterance = BotUttered.empty() self.followup_action = ACTION_LISTEN_NAME self.active_loop = None

rasa/shared/core/trackers.py

89

rasa

{ "docstring": "Reset tracker to initial state - doesn't delete events though!.", "language": "en", "n_whitespaces": 9, "n_words": 10, "vocab_size": 10 }

23

Python

18

e798bf049f036a5865c14d4343ed8a833864aabe

trackers.py

159,567

9

52

_reset

https://github.com/RasaHQ/rasa.git

convert TrackerActiveLoop to a dataclass

79

0

38,339

8

42

63

def resolve_type_hint(hint) -> Any: origin, args = _get_type_hint_origin(hint) excluded_fields = get_override(hint, "exclude_fields", []) if origin is None and is_basic_type(hint, allow_none=False): return build_basic_type(hint) elif origin is None and inspect.isclass(hint) and issubclass(...

src/sentry/apidocs/spectacular_ports.py

895

sentry

{ "docstring": "drf-spectacular library method modified as described above", "language": "en", "n_whitespaces": 6, "n_words": 7, "vocab_size": 7 }

284

Python

148

286bf2ae7ecfdd6698d8fb1cd4753f107159d4d2

spectacular_ports.py

86,529

67

569

resolve_type_hint

https://github.com/getsentry/sentry.git

ref: use dict instead of OrderedDict since sentry is >python3.6 (#39695) partially automated (especially the fixtures) also via `$([^]+), (.*)$,$` -> `\1: \2,`

788

0

18,119

17

1

21

def test_mark_checked_unexpected_exception(self, mock_patch_already_checked, mock_delete_pod): k = KubernetesPodOperator( namespace="default", image="ubuntu:16.04", name="test", task_id="task", is_delete_operator_pod=False, ) s...

tests/providers/cncf/kubernetes/operators/test_kubernetes_pod.py

133

airflow

{ "docstring": "If we aren't deleting pods and have an exception, mark it so we don't reattach to it", "language": "en", "n_whitespaces": 16, "n_words": 17, "vocab_size": 15 }

24

Python

22

c3d883a971a8e4e65ccc774891928daaaa0f4442

test_kubernetes_pod.py

47,750

14

77

test_mark_checked_unexpected_exception

https://github.com/apache/airflow.git

KubernetesPodOperator should patch "already checked" always (#22734) When not configured to delete pods, at end of task execution the current behavior is to patch the pod as "already checked", but only if pod not successful. We should also patch when successful so it isn't "reattached" to after a task clear.

146

0

9,243

10

5

29

def batch_test(num_threads, delay): with mock.patch( "ray.autoscaler._private.aws.node_provider.make_ec2_client" ), mock.patch.object(AWSNodeProvider, "_create_tags", mock_create_tags): provider = AWSNodeProvider( provider_config={"region": "nowhere"}, cluster_name="default" ...

python/ray/tests/aws/test_aws_batch_tag_update.py

256

ray

{ "docstring": "Run AWSNodeProvider.set_node_tags in several threads, with a\n specified delay between thread launches.\n\n Return the number of batches of tag updates and the number of tags\n updated.\n ", "language": "en", "n_whitespaces": 38, "n_words": 26, "vocab_size": 22 }

61

Python

43

7f1bacc7dc9caf6d0ec042e39499bbf1d9a7d065

test_aws_batch_tag_update.py

131,087

22

154

batch_test

https://github.com/ray-project/ray.git

[CI] Format Python code with Black (#21975) See #21316 and #21311 for the motivation behind these changes.

239

0

29,474

17

9

7

def validate_config(self, config): # Call (base) PPO's config validation function first. # Note that this will not touch or check on the train_batch_size=-1 # setting. super().validate_config(config) # Error if run on Win. if sys.platform in ["win32", "cygwin"]:...

rllib/agents/ppo/ddppo.py

306

ray

{ "docstring": "Validates the Trainer's config dict.\n\n Args:\n config (TrainerConfigDict): The Trainer's config to check.\n\n Raises:\n ValueError: In case something is wrong with the config.\n ", "language": "en", "n_whitespaces": 66, "n_words": 23, "vocab_size": ...

264

Python

168

7f1bacc7dc9caf6d0ec042e39499bbf1d9a7d065

ddppo.py

133,790

34

152

validate_config

https://github.com/ray-project/ray.git

[CI] Format Python code with Black (#21975) See #21316 and #21311 for the motivation behind these changes.

743

0

30,109

12

1

14

def binary_accuracy(y_true, y_pred, threshold=0.5): y_pred = tf.convert_to_tensor(y_pred) threshold = tf.cast(threshold, y_pred.dtype) y_pred = tf.cast(y_pred > threshold, y_pred.dtype) return tf.cast(tf.equal(y_true, y_pred), tf.int8) @keras_export('keras.metrics.categorical_accuracy') @tf.__internal__.di...

keras/metrics/metrics.py

121

@keras_export('keras.metrics.categorical_accuracy') @tf.__internal__.dispatch.add_dispatch_support

keras

{ "docstring": "Calculates how often predictions match binary labels.\n\n Standalone usage:\n >>> y_true = [[1], [1], [0], [0]]\n >>> y_pred = [[1], [1], [0], [0]]\n >>> m = tf.keras.metrics.binary_accuracy(y_true, y_pred)\n >>> assert m.shape == (4,)\n >>> m.numpy()\n array([1., 1., 1., 1.], dtype=float32)\n\...

23

Python

19

b96f9fdc2d5d0d375809ad9c16608830b01fc59a

metrics.py

268,902

5

66

binary_accuracy

https://github.com/keras-team/keras.git

fix sample_weight for BinAcc

26

1

79,763

9

3

9

def update(self) -> None: self.data.update() if (value := self.data.value) is None: value = STATE_UNKNOWN if self._value_template is not None: value = self._value_template.render_with_possible_json_value( str(value), STATE_UNKNOWN ) ...

homeassistant/components/influxdb/sensor.py

96

core

{ "docstring": "Get the latest data from Influxdb and updates the states.", "language": "en", "n_whitespaces": 9, "n_words": 10, "vocab_size": 9 }

28

Python

19

23090cb8a268b3f268aefa8477f30af88bf46051

sensor.py

305,137

10

59

update

https://github.com/home-assistant/core.git

Improve entity type hints [i] (#77529)

111

0

103,929

12

7

16

def get_stack(self, f, t): stack = [] if t and t.tb_frame is f: t = t.tb_next while f is not None: stack.append((f, f.f_lineno)) if f is self.botframe: break f = f.f_back stack.reverse() i = max(0, len(stack...

python3.10.4/Lib/bdb.py

195

XX-Net

{ "docstring": "Return a list of (frame, lineno) in a stack trace and a size.\n\n List starts with original calling frame, if there is one.\n Size may be number of frames above or below f.\n ", "language": "en", "n_whitespaces": 54, "n_words": 33, "vocab_size": 30 }

61

Python

33

8198943edd73a363c266633e1aa5b2a9e9c9f526

bdb.py

221,146

17

124

get_stack

https://github.com/XX-net/XX-Net.git

add python 3.10.4 for windows

216

0

56,241

13

8

22

def _generate_graph6_bytes(G, nodes, header): n = len(G) if n >= 2**36: raise ValueError( "graph6 is only defined if number of nodes is less " "than 2 ** 36" ) if header: yield b">>graph6<<" for d in n_to_data(n): yield str.encode(chr(d + 63)) # This ...

networkx/readwrite/graph6.py

237

networkx

{ "docstring": "Yield bytes in the graph6 encoding of a graph.\n\n `G` is an undirected simple graph. `nodes` is the list of nodes for\n which the node-induced subgraph will be encoded; if `nodes` is the\n list of all nodes in the graph, the entire graph will be\n encoded. `header` is a Boolean that speci...

107

Python

75

f6755ffa00211b523c6c0bec5398bc6c3c43c8b1

graph6.py

176,498

17

147

_generate_graph6_bytes

https://github.com/networkx/networkx.git

Update black (#5438) * CI: sync up black dev requirements version with precommit * Run black Co-authored-by: Jarrod Millman <jarrod.millman@gmail.com>

200

0

41,937

13

4

13

def set_constrained_layout(self, constrained): if constrained is None: constrained = mpl.rcParams['figure.constrained_layout.use'] _constrained = bool(constrained) _parameters = constrained if isinstance(constrained, dict) else {} if _constrained: self.se...

lib/matplotlib/figure.py

96

matplotlib

{ "docstring": "\n Set whether ``constrained_layout`` is used upon drawing. If None,\n :rc:`figure.constrained_layout.use` value will be used.\n\n When providing a dict containing the keys ``w_pad``, ``h_pad``\n the default ``constrained_layout`` paddings will be\n overridden. Thes...

27

Python

20

ec4dfbc3c83866f487ff0bc9c87b0d43a1c02b22

figure.py

107,135

8

58

set_constrained_layout

https://github.com/matplotlib/matplotlib.git

ENH: implement and use base layout_engine for more flexible layout.

91

0

22,600

12

4

13

def decrypt_file(self, file, key): # precondition assert isinstance(file, str) and isinstance(key, int) try: with open(file, "r") as fin: with open("decrypt.out", "w+") as fout: # actual encrypt-process for line in fi...

XORcipher/XOR_cipher.py

141

Python

{ "docstring": "\n input: filename (str) and a key (int)\n output: returns true if decrypt process was\n successful otherwise false\n if key not passed the method uses the key by the constructor.\n otherwise key = 1\n ", "language": "en", "n_whitespaces": 76, "n_words":...

106

Python

60

f0af0c43340763724f139fa68aa1e5a9ffe458b4

XOR_cipher.py

22,541

10

70

decrypt_file

https://github.com/geekcomputers/Python.git

refactor: clean code Signed-off-by: slowy07 <slowy.arfy@gmail.com>

227

0

4,357

17

5

16

def cast_if_floating_dtype_and_mismatch(targets, outputs): if tf.is_tensor(targets): # There is one target, so output[0] should be the only output. return cast_single_tensor(targets, dtype=outputs[0].dtype) new_targets = [] for target, out in zip(targets, outputs): if isinstance...

keras/engine/training_utils_v1.py

155

keras

{ "docstring": "Returns target data tensors using correct datatype.\n\n Checks that each target and output pair are the same datatype. If not, casts\n the target to the output's datatype.\n\n Args:\n targets: tensor or list of targets.\n outputs: tensor or list of outputs.\n\n Returns:\n Ta...

45

Python

38

84afc5193d38057e2e2badf9c889ea87d80d8fbf

training_utils_v1.py

271,870

12

98

cast_if_floating_dtype_and_mismatch

https://github.com/keras-team/keras.git

Reformatting the codebase with black. PiperOrigin-RevId: 450093126

128

0

80,881

15

1

11

def _get_font(self, prop): filenames = _fontManager._find_fonts_by_props(prop) font = get_font(filenames) font.set_size(self.FONT_SCALE, self.DPI) return font

lib/matplotlib/textpath.py

59

matplotlib

{ "docstring": "\n Find the `FT2Font` matching font properties *prop*, with its size set.\n ", "language": "en", "n_whitespaces": 26, "n_words": 11, "vocab_size": 11 }

13

Python

11

140257e3ac710450c97587f95532a84a28cc526c

textpath.py

109,212

5

36

_get_font

https://github.com/matplotlib/matplotlib.git

ENH: add font fallback support to svg

48

0

23,478

8

4

26

def call_hm(self, other_args): parser = argparse.ArgumentParser( prog="hm", add_help=False, formatter_class=argparse.ArgumentDefaultsHelpFormatter, description=, ) parser.add_argument( "-l", "--limit", ...

openbb_terminal/cryptocurrency/overview/overview_controller.py

225

OpenBBTerminal

{ "docstring": "Process hm commandDisplay cryptocurrencies heatmap with daily percentage change [Source: https://coingecko.com]\n Accepts --category or -c to display only coins of a certain category\n (default no category to display all coins ranked by market cap).\n You can look on o...

57

Python

50

5bc7bc070ed7c9051b1277d0db21299fd310d42b

overview_controller.py

285,746

37

139

call_hm

https://github.com/OpenBB-finance/OpenBBTerminal.git

Tests over API Best Practices (#2344) * Started new tests * Added special function * Improved dict * Finished new test * Got bad functions to 75 * Got bad func to 73 * Bad func down to 60 * Bad func down to 50 * Bad func down to 35 * Got bad func to 30 * No more bad functions * Added t...

388

0

85,414

11

5

17

def create_system_audit_entry(transaction_id=None, logger=None, **kwargs): entry = AuditLogEntry(actor_label="Sentry", **kwargs) if entry.event is not None: entry.save_or_write_to_kafka() extra = { "organization_id": entry.organization_id, "object_id": entry.target_object, ...

src/sentry/utils/audit.py

202

sentry

{ "docstring": "\n Creates an audit log entry for events that are triggered by Sentry's\n systems and do not have an associated Sentry user as the \"actor\".\n ", "language": "en", "n_whitespaces": 34, "n_words": 24, "vocab_size": 23 }

66

Python

46

941184cd24186324fd9f7f304b7f713041834726

audit.py

86,879

18

123

create_system_audit_entry

https://github.com/getsentry/sentry.git

chore(hybrid-cloud): AuditLogEntry is a control silo model now (#39890) In the control silo, creating an audit log entry writes to the db directly, whilst in region silo mode creating an audit log entry will instead push to a new kafka producer that consumes into the control silo asynchronously.

182

0

18,182

15

4

15

def convert_to_svg(dvi_file, extension, page=1): result = dvi_file.with_suffix(".svg") if not result.exists(): commands = [ "dvisvgm", "--pdf" if extension == ".pdf" else "", "-p " + str(page), f'"{dvi_file}"', "-n", "-v 0", ...

manim/utils/tex_file_writing.py

192

manim

{ "docstring": "Converts a .dvi, .xdv, or .pdf file into an svg using dvisvgm.\n\n Parameters\n ----------\n dvi_file : :class:`Path`\n File name of the input file to be converted.\n extension : :class:`str`\n String containing the file extension and thus indicating the file type, e.g. ``.dv...

94

Python

74

9d1f066d637cb15baea10e6907ab85efff8fb36f

tex_file_writing.py

190,076

23

101

convert_to_svg

https://github.com/ManimCommunity/manim.git

Migrate more `os.path` to `pathlib` (#2980) * Migrate more `os.path` to `pathlib` * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * fix type errors with recent pathlib code * pathlib fixes * more pathlib fixes * remove unused imports introduced b...

290

0

46,312

13

1

2

def group(self): return self["group"]

packages/python/plotly/plotly/graph_objs/_frame.py

22

plotly.py

{ "docstring": "\n An identifier that specifies the group to which the frame\n belongs, used by animate to select a subset of frames.\n\n The 'group' property is a string and must be specified as:\n - A string\n - A number that will be converted to a string\n\n Returns\n ...

4

Python

4

43e3a4011080911901176aab919c0ecf5046ddd3

_frame.py

226,746

2

11

group

https://github.com/plotly/plotly.py.git

switch to black .22

18

0

58,419

7

4

12

def _match_long_opt(self, opt): try: return super()._match_long_opt(opt) except optparse.AmbiguousOptionError as e: if len(set(self._long_opt[p] for p in e.possibilities)) == 1: return e.possibilities[0] raise

yt_dlp/options.py

91

yt-dlp

{ "docstring": "Improve ambigious argument resolution by comparing option objects instead of argument strings", "language": "en", "n_whitespaces": 11, "n_words": 12, "vocab_size": 11 }

21

Python

20

db2e129ca0c11de84d57b2298dffd5d87e852518

options.py

162,533

7

56

_match_long_opt

https://github.com/yt-dlp/yt-dlp.git

[options] Better ambiguous option resolution Eg: `--write-auto` no longer results in > ambiguous option: --write-auto (--write-auto-subs, --write-automatic-subs?)

90

0

39,211

15

3

7

def global_policy(): if _global_policy is None: if base_layer_utils.v2_dtype_behavior_enabled(): return Policy(backend.floatx()) else: return Policy("_infer") return _global_policy

keras/mixed_precision/policy.py

64

keras

{ "docstring": "Returns the global dtype policy.\n\n The global policy is the default `tf.keras.mixed_precision.Policy` used for\n layers, if no policy is passed to the layer constructor. If no policy has been\n set with `keras.mixed_precision.set_global_policy`, this will return a policy\n constructed fr...

15

Python

11

84afc5193d38057e2e2badf9c889ea87d80d8fbf

policy.py

275,142

7

35

global_policy

https://github.com/keras-team/keras.git

Reformatting the codebase with black. PiperOrigin-RevId: 450093126

60

0

81,317

13

4

10

def __eq__(self, other): ans = True SIZE = self.size() if SIZE == other.size(): for i in range(SIZE): if self.__components[i] != other.component(i): ans = False break else: ans = False return...

linear-algebra-python/src/lib.py

101

Python

{ "docstring": "\n returns true if the vectors are equal otherwise false.\n ", "language": "en", "n_whitespaces": 24, "n_words": 9, "vocab_size": 9 }

31

Python

22

f0af0c43340763724f139fa68aa1e5a9ffe458b4

lib.py

22,659

11

61

__eq__

https://github.com/geekcomputers/Python.git

refactor: clean code Signed-off-by: slowy07 <slowy.arfy@gmail.com>

148

0

4,388

12

4

31

def fit(self, X, y=None): # large sparse data is not supported for 32bit platforms because # _document_frequency uses np.bincount which works on arrays of # dtype NPY_INTP which is int32 for 32bit platforms. See #20923 X = self._validate_data( X, accept_sparse=("csr"...

sklearn/feature_extraction/text.py

249

scikit-learn

{ "docstring": "Learn the idf vector (global term weights).\n\n Parameters\n ----------\n X : sparse matrix of shape n_samples, n_features)\n A matrix of term/token counts.\n\n y : None\n This parameter is not needed to compute tf-idf.\n\n Returns\n ----...

119

Python

87

f1d3417b086550be670cbfbb5b3c1760ac99203f

text.py

259,040

22

156

fit

https://github.com/scikit-learn/scikit-learn.git

MNT Drops Python 3.7 in CI, wheel building, and docs (#22617) * MNT Drops Python 3.7 * MNT Bump NumPy and SciPy * FIX Fix build * FIX Bump versions improved * DOC Fixes numpy version [pypy] * BLD [pypy] [icc-build] * Update docs * MAINT use scipy.optimize.LinearConstraint in test * MAINT scipy ...

407

0

75,536

12

2

7

def get_penalty_details(against_loan): penalty_details = frappe.db.sql( , (against_loan, against_loan), ) if penalty_details: return penalty_details[0][0], flt(penalty_details[0][1]) else: return None, 0

erpnext/loan_management/doctype/loan_repayment/loan_repayment.py

77

erpnext

{ "docstring": "\n\t\tSELECT posting_date, (penalty_amount - total_penalty_paid) as pending_penalty_amount\n\t\tFROM `tabLoan Repayment` where posting_date >= (SELECT MAX(posting_date) from `tabLoan Repayment`\n\t\twhere against_loan = %s) and docstatus = 1 and against_loan = %s\n\t", "language": "en", "n_whitesp...

18

Python

17

494bd9ef78313436f0424b918f200dab8fc7c20b

loan_repayment.py

66,329

13

50

get_penalty_details

https://github.com/frappe/erpnext.git

style: format code with black

9

0

14,167

12

9

25

def polarity_scores(self, text): # convert emojis to their textual descriptions text_no_emoji = "" prev_space = True for chr in text: if chr in self.emojis: # get the textual description description = self.emojis[chr] i...

build/pyinstaller/vaderSentiment/vaderSentiment.py

309

OpenBBTerminal

{ "docstring": "\n Return a float for sentiment strength based on the input text.\n Positive values are positive valence, negative value are negative\n valence.\n ", "language": "en", "n_whitespaces": 50, "n_words": 21, "vocab_size": 19 }

131

Python

82

ab4de1dd70fba866930150e440a03e461a6ca6a8

vaderSentiment.py

283,210

33

186

polarity_scores

https://github.com/OpenBB-finance/OpenBBTerminal.git

Create a packaged app bundle with Pyinstaller (#1525) * Add dashboard widget assets * Add ipywidgets and ipyflex to project * Add currencies dashboard notebook * Update docs and docstrings * Add pyinstaller to project deps * Add pyinstaller artifacts to gitignore * Fix linter errors in terminal.py ...

539

0

84,470

14

2

10

def list_of_ips(self): # Defer draining call queue until we get the ip address result = [None] * len(self.list_of_block_partitions) for idx, partition in enumerate(self.list_of_block_partitions): partition.drain_call_queue() result[idx] = partition._ip_cache ...

modin/core/execution/dask/implementations/pandas_on_dask/partitioning/virtual_partition.py

75

modin

{ "docstring": "\n Get the IPs holding the physical objects composing this partition.\n\n Returns\n -------\n List\n A list of IPs as ``distributed.Future`` or str.\n ", "language": "en", "n_whitespaces": 68, "n_words": 21, "vocab_size": 19 }

29

Python

27

9bf8d57ca44e22fd69b0abc55793cf60c199ab4d

virtual_partition.py

154,155

6

45

list_of_ips

https://github.com/modin-project/modin.git

FIX-#4676: drain sub-virtual-partition call queues. (#4695) Signed-off-by: mvashishtha <mahesh@ponder.io> Co-authored-by: Alexey Prutskov <lehaprutskov@gmail.com>

86

0

35,815

10

2

8

def set_status(self, status): self.status = status if status in JobResultStatusChoices.TERMINAL_STATE_CHOICES: self.completed = timezone.now()

netbox/extras/models/models.py

49

netbox

{ "docstring": "\n Helper method to change the status of the job result. If the target status is terminal, the completion\n time is also set.\n ", "language": "en", "n_whitespaces": 44, "n_words": 22, "vocab_size": 17 }

13

Python

11

0bcc59a1e99065c1c0a143983fed4d0828d744f4

models.py

266,140

4

29

set_status

https://github.com/netbox-community/netbox.git

#8366: Add started field to JobResult

45

0

78,305

10

3

10

def to_text(value, errors='strict'): # type: (t.AnyStr, str) -> str if isinstance(value, bytes): return value.decode(ENCODING, errors) if isinstance(value, str): return value raise Exception('value is not bytes or text: %s' % type(value))

test/lib/ansible_test/_internal/encoding.py

79

ansible

{ "docstring": "Return the given value as text decoded using UTF-8 if not already text.", "language": "en", "n_whitespaces": 12, "n_words": 13, "vocab_size": 13 }

30

Python

27

86779cc90376ea70bafa7044b12ce5132409fd63

encoding.py

267,380

6

47

to_text

https://github.com/ansible/ansible.git

ansible-test - Code cleanup. This helps prepare for a future pylint upgrade.

57

0

78,870

10

2

5

def _is_lr_warming_up(self): return ( self.warmup_scheduler is not None and self._number_training_updates < self.warmup_updates )

parlai/nn/lr_scheduler.py

38

ParlAI

{ "docstring": "\n Check if we're warming up the learning rate.\n ", "language": "en", "n_whitespaces": 23, "n_words": 8, "vocab_size": 8 }

13

Python

13

9d77adb86f707967b88d93964d8056a8bd5c84ec

lr_scheduler.py

194,798

5

23

_is_lr_warming_up

https://github.com/facebookresearch/ParlAI.git

Warmup updates bug for LR < 1 (#4384) * revert bug * relax restrictions * even more relaxed :/

56

0

47,089

9

1

6

def is_same_loop(self) -> bool: return get_or_create_event_loop() == self.router._event_loop

python/ray/serve/handle.py

32

ray

{ "docstring": "Whether the caller's asyncio loop is the same loop for handle.\n\n This is only useful for async handles.\n ", "language": "en", "n_whitespaces": 32, "n_words": 18, "vocab_size": 14 }

8

Python

8

784e66b1f2265aeb9cb9a4e2404a8ac274abce3b

handle.py

136,465

6

18

is_same_loop

https://github.com/ray-project/ray.git

[all_tests][python] Remove calling of get_event_loop from python version >= 3.10 (#29285) get_event_loop is deprecated in 3.10. This PR removes its invocation with python >= 3.10 by introducing a proxy function get_or_create_event_loop in utils.py. More details please see the function comments. In the long run - ...

22

0

30,926

8

1

20

def test_computed_list_display_localization(self): self.client.force_login(self.superuser) event = Event.objects.create(date=datetime.date.today()) response = self.client.get(reverse("admin:admin_changelist_event_changelist")) self.assertContains(response, formats.localize(event...

tests/admin_changelist/tests.py

124

django

{ "docstring": "\n Regression test for #13196: output of functions should be localized\n in the changelist.\n ", "language": "en", "n_whitespaces": 36, "n_words": 13, "vocab_size": 13 }

13

Python

12

9c19aff7c7561e3a82978a272ecdaad40dda5c00

tests.py

207,001

6

75

test_computed_list_display_localization

https://github.com/django/django.git

Refs #33476 -- Reformatted code with Black.

55

0

51,830

12

5

14

def apply_transparency(self): if self.mode != "P" or "transparency" not in self.info: return from . import ImagePalette palette = self.getpalette("RGBA") transparency = self.info["transparency"] if isinstance(transparency, bytes): for i, alpha i...

src/PIL/Image.py

186

Pillow

{ "docstring": "\n If a P mode image has a \"transparency\" key in the info dictionary,\n remove the key and apply the transparency to the palette instead.\n ", "language": "en", "n_whitespaces": 46, "n_words": 24, "vocab_size": 19 }

54

Python

41

11be1631433f252b816802aef1a3cd109bd308c7

Image.py

243,004

14

110

apply_transparency

https://github.com/python-pillow/Pillow.git

Added apply_transparency()

172

0

69,952

13

6

26

def mark_expected_failures_and_skips(self): # Only load unittest if we're actually testing. from unittest import expectedFailure, skip for test_name in self.connection.features.django_test_expected_failures: test_case_name, _, test_method_name = test_name.rpartition('.') ...

django/db/backends/base/creation.py

256

django

{ "docstring": "\n Mark tests in Django's test suite which are expected failures on this\n database and test which should be skipped on this database.\n ", "language": "en", "n_whitespaces": 44, "n_words": 22, "vocab_size": 18 }

92

Python

48

890bfa368c33d6ae19fe45cf1eed7e2e8d63160e

creation.py

203,151

17

158

mark_expected_failures_and_skips

https://github.com/django/django.git

Refs #20349 -- Avoided loading testing libraries when not needed.

344

0

50,238

16

1

4

def images_found(self) -> int: return self._images_found

scripts/fsmedia.py

22

faceswap

{ "docstring": "int: The number of frames that exist in the video file, or the folder of images. ", "language": "en", "n_whitespaces": 16, "n_words": 16, "vocab_size": 14 }

6

Python

6

1022651eb8a7741014f5d2ec7cbfe882120dfa5f

fsmedia.py

101,394

3

12

images_found

https://github.com/deepfakes/faceswap.git

Bugfix: convert - Gif Writer - Fix non-launch error on Gif Writer - convert plugins - linting - convert/fs_media/preview/queue_manager - typing - Change convert items from dict to Dataclass

20

0

20,809

6

4

7

def constrain_encoding(self) -> None: accept_encoding = self.headers.get("accept-encoding") if accept_encoding: self.headers["accept-encoding"] = ", ".join( e for e in {"gzip", "identity", "deflate", "br", "zstd"} if e in accept_encodi...

mitmproxy/http.py

95

mitmproxy

{ "docstring": "\n Limits the permissible Accept-Encoding values, based on what we can decode appropriately.\n ", "language": "en", "n_whitespaces": 27, "n_words": 12, "vocab_size": 12 }

27

Python

21

b3587b52b25077f68116b9852b041d33e7fc6601

http.py

251,372

11

52

constrain_encoding

https://github.com/mitmproxy/mitmproxy.git

make it black!

115

0

73,701

13

2

15

def __reduce__(self): if not hasattr(self, "model"): # Fields are sometimes used without attaching them to models (for # example in aggregation). In this case give back a plain field # instance. The code below will create a new empty instance of # class s...

django/db/models/fields/__init__.py

115

django

{ "docstring": "\n Pickling should return the model._meta.fields instance of the field,\n not a new copy of that field. So, use the app registry to load the\n model and then the field back.\n ", "language": "en", "n_whitespaces": 59, "n_words": 30, "vocab_size": 25 }

89

Python

76

9c19aff7c7561e3a82978a272ecdaad40dda5c00

__init__.py

205,534

10

68

__reduce__

https://github.com/django/django.git

Refs #33476 -- Reformatted code with Black.

260

0

51,144

11

1

2

def meta(self): return self["meta"]

packages/python/plotly/plotly/graph_objs/_bar.py

22

plotly.py

{ "docstring": "\n Assigns extra meta information associated with this trace that\n can be used in various text attributes. Attributes such as\n trace `name`, graph, axis and colorbar `title.text`, annotation\n `text` `rangeselector`, `updatemenues` and `sliders` `label`\n text all ...

4

Python

4

43e3a4011080911901176aab919c0ecf5046ddd3

_bar.py

226,150

2

11