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def get_default_cache_location() -> str: if "LUDWIG_CACHE" in os.environ and os.environ["LUDWIG_CACHE"]: return os.environ["LUDWIG_CACHE"] else: return str(Path.home().joinpath(".ludwig_cache"))
ludwig/datasets/loaders/dataset_loader.py
81
ludwig
{ "docstring": "Returns a path to the default LUDWIG_CACHE location, or $HOME/.ludwig_cache.", "language": "en", "n_whitespaces": 9, "n_words": 10, "vocab_size": 10 }
15
Python
14
e4fc06f986e03919d9aef3ab55c05fee5a6b9d3a
dataset_loader.py
8,086
6
44
get_default_cache_location
https://github.com/ludwig-ai/ludwig.git
Config-first Datasets API (ludwig.datasets refactor) (#2479) * Adds README and stub for reading dataset configs. * Adds __init__.py for configs, moves circular import into function scope in ludwig/datasets/__init__.py * Print config files in datasets folder. * First pass at automatic archive extraction. * ...
38
0
1,336
14
1
6
def correlate(a, v, mode='valid'): return multiarray.correlate2(a, v, mode)
numpy/core/numeric.py
37
numpy
{ "docstring": "\n Cross-correlation of two 1-dimensional sequences.\n\n This function computes the correlation as generally defined in signal\n processing texts::\n\n .. math:: c_k = \\sum_n a_{n+k} * \\overline{v_n}\n\n with a and v sequences being zero-padded where necessary and\n :math:`\\overli...
8
Python
7
24d653f11a55f76b125a91d7d4523052ef14b9b9
numeric.py
160,229
2
23
correlate
https://github.com/numpy/numpy.git
DOC: Use math mode
14
0
38,576
7
2
2
def default(val, default): return val if val is not None else default
parlai/core/params.py
27
ParlAI
{ "docstring": "\n shorthand for explicit None check for optional arguments.\n ", "language": "en", "n_whitespaces": 15, "n_words": 8, "vocab_size": 7 }
12
Python
11
ecdfbd0bb2ab76876e9fd3817d4502c3938a2ade
params.py
195,055
2
17
default
https://github.com/facebookresearch/ParlAI.git
Decoder-Only Transformer (#4329) * quick and dirty decoder-only implementation * fix decoder_only incremental decoding * remove unused code, add some comments, propogate func signature change * consolidate code in decoder.py * unify encoder_state * export PassThroughEncoder * add missing build_ funct...
18
0
47,174
7
1
3
def actors(self): # TODO(jungong) : remove this API once WorkerSet.remote_workers() # and WorkerSet._remote_workers() are removed. return self.__actors
rllib/utils/actor_manager.py
21
ray
{ "docstring": "Access the underlying actors being managed.\n\n Warning (jungong): This API should almost never be used.\n It is only exposed for testing and backward compatibility reasons.\n Remote actors managed by this class should never be accessed directly.\n ", "language": "en", ...
17
Python
16
b84dac2609bd587c43ed17bb6fa18fb7241a41de
actor_manager.py
135,643
2
10
actors
https://github.com/ray-project/ray.git
Refactor ActorManager to store underlying remote actors in dict. (#29953) Signed-off-by: Jun Gong <jungong@anyscale.com>
45
0
30,681
6
14
34
def _send(self, msg, endpoint="events", quiet=False, from_log=False, create=True): if msg.get("eid", None) is None: msg["eid"] = self.env self.env_list.add(self.env) if msg.get("eid", None) is not None: self.env_list.add(msg["eid"]) # TODO investiga...
py/visdom/__init__.py
412
visdom
{ "docstring": "\n This function sends specified JSON request to the Tornado server. This\n function should generally not be called by the user, unless you want to\n build the required JSON yourself. `endpoint` specifies the destination\n Tornado server endpoint for the request.\n\n ...
153
Python
107
5b8b7f267cfaf76a2a39a727ef31a62b3909a093
__init__.py
106,875
39
244
_send
https://github.com/fossasia/visdom.git
apply black py to all python files
712
0
22,492
17
7
22
def add_edge(self, u_for_edge, v_for_edge, key=None, **attr): u, v = u_for_edge, v_for_edge # add nodes if u not in self._succ: if u is None: raise ValueError("None cannot be a node") self._succ[u] = self.adjlist_inner_dict_factory() s...
networkx/classes/multidigraph.py
390
networkx
{ "docstring": "Add an edge between u and v.\n\n The nodes u and v will be automatically added if they are\n not already in the graph.\n\n Edge attributes can be specified with keywords or by directly\n accessing the edge's attribute dictionary. See examples below.\n\n Parameters\n ...
112
Python
58
6ab4e54e696ae65534e1c3329930df8beee03573
multidigraph.py
176,523
29
246
add_edge
https://github.com/networkx/networkx.git
Fixed wrong dict factory usage on MultiDiGraph (#5456) * Fixed the issue that the wrong dict factory on a MultiDiGraph was used for edge attributes (edge_key_dict_factory instead of edge_attr_dict_factory) Extended tests to typecheck the dict factories and added a test that incorporates custom dict factories on a Mul...
425
0
41,942
12
2
15
def _get_kwargs(self) -> Dict[str, Union[int, Tuple[int, int]]]: retval = {kword: self._kwarg_mapping[kword] for kword in self._kwarg_requirements[self._blur_type]} logger.trace("BlurMask kwargs: %s", retval) # type: ignore return retval _HASHES_SEEN: Dict[str, Dict...
lib/align/detected_face.py
107
faceswap
{ "docstring": " dict: the valid keyword arguments for the requested :attr:`_blur_type` ", "language": "en", "n_whitespaces": 10, "n_words": 9, "vocab_size": 8 }
30
Python
26
5e73437be47f2410439a3c6716de96354e6a0c94
detected_face.py
101,222
6
56
_get_kwargs
https://github.com/deepfakes/faceswap.git
lib.align updates: - alignments.py - Add typed dicts for imported alignments - Explicitly check for presence of thumb value in alignments dict - linting - detected_face.py - Typing - Linting - Legacy support for pre-aligned face - Update dependencies to new property names
75
0
20,642
10
1
4
def getencoder(encoding): return lookup(encoding).encode
python3.10.4/Lib/codecs.py
24
XX-Net
{ "docstring": " Lookup up the codec for the given encoding and return\n its encoder function.\n\n Raises a LookupError in case the encoding cannot be found.\n\n ", "language": "en", "n_whitespaces": 41, "n_words": 23, "vocab_size": 20 }
4
Python
4
8198943edd73a363c266633e1aa5b2a9e9c9f526
codecs.py
221,361
2
13
getencoder
https://github.com/XX-net/XX-Net.git
add python 3.10.4 for windows
10
0
56,376
8
1
4
def reset(self): self._landmarks = {} self._tk_faces = {}
tools/manual/faceviewer/viewport.py
33
faceswap
{ "docstring": " Reset all the cached objects on a face size change. ", "language": "en", "n_whitespaces": 11, "n_words": 10, "vocab_size": 10 }
8
Python
6
5e73437be47f2410439a3c6716de96354e6a0c94
viewport.py
101,267
3
18
reset
https://github.com/deepfakes/faceswap.git
lib.align updates: - alignments.py - Add typed dicts for imported alignments - Explicitly check for presence of thumb value in alignments dict - linting - detected_face.py - Typing - Linting - Legacy support for pre-aligned face - Update dependencies to new property names
29
0
20,686
7
4
17
def on_mode_entered(self, mode): if (config.val.tabs.mode_on_change == 'restore' and mode in modeman.INPUT_MODES): tab = self.widget.currentWidget() if tab is not None: assert isinstance(tab, browsertab.AbstractTab), tab tab.data.i...
qutebrowser/mainwindow/tabbedbrowser.py
96
qutebrowser
{ "docstring": "Save input mode when tabs.mode_on_change = restore.", "language": "en", "n_whitespaces": 6, "n_words": 7, "vocab_size": 7 }
26
Python
21
a20bb67a878b2e68abf8268c1b0a27f018d01352
tabbedbrowser.py
320,800
7
60
on_mode_entered
https://github.com/qutebrowser/qutebrowser.git
mypy: Upgrade to PyQt5-stubs 5.15.6.0 For some unknown reason, those new stubs cause a *lot* of things now to be checked by mypy which formerly probably got skipped due to Any being implied somewhere. The stubs themselves mainly improved, with a couple of regressions too. In total, there were some 337 (!) new mypy e...
107
0
117,362
12
1
29
def test_shared_embedding_column_with_non_sequence_categorical(self): with tf.Graph().as_default(): vocabulary_size = 3 sparse_input_a = tf.compat.v1.SparseTensorValue( # example 0, ids [2] # example 1, ids [0, 1] indices=((0, 0), ...
keras/feature_column/sequence_feature_column_test.py
332
keras
{ "docstring": "Tests that error is raised for non-sequence shared embedding\n column.", "language": "en", "n_whitespaces": 16, "n_words": 10, "vocab_size": 10 }
115
Python
64
6fafb567af4e4d9f42974d0b6c55b18bc03e17eb
sequence_feature_column_test.py
278,120
39
218
test_shared_embedding_column_with_non_sequence_categorical
https://github.com/keras-team/keras.git
resolve line-too-long in feature_column
696
0
82,378
15
6
51
def linear_mpc_control(xref, xbar, x0, dref): x = cvxpy.Variable((NX, T + 1)) u = cvxpy.Variable((NU, T)) cost = 0.0 constraints = [] for t in range(T): cost += cvxpy.quad_form(u[:, t], R) if t != 0: cost += cvxpy.quad_form(xref[:, t] - x[:, t], Q) A, B,...
PathTracking/model_predictive_speed_and_steer_control/model_predictive_speed_and_steer_control.py
699
PythonRobotics
{ "docstring": "\n linear mpc control\n\n xref: reference point\n xbar: operational point\n x0: initial state\n dref: reference steer angle\n ", "language": "en", "n_whitespaces": 35, "n_words": 16, "vocab_size": 14 }
201
Python
108
c05a4fdada59fd97332417c4b99515118bfef45c
model_predictive_speed_and_steer_control.py
19,224
35
476
linear_mpc_control
https://github.com/AtsushiSakai/PythonRobotics.git
Fix ModuleNotFoundError when executing test in the tests folder and little improve MPC controller (#619) * Fix ModuleNotFoundError when executing test in the tests folder Signed-off-by: Trung Kien <letrungkien.k53.hut@gmail.com> * Improve model_predictive_speed_and_steer_control - Fix typo - Using @ for matr...
414
0
2,919
17
1
4
def uses_after_args(self) -> Namespace: return self.peas_args['uses_after']
jina/peapods/pods/__init__.py
28
jina
{ "docstring": "Get the arguments for the `uses_after` of this Pod.\n\n\n .. # noqa: DAR201\n ", "language": "en", "n_whitespaces": 27, "n_words": 13, "vocab_size": 12 }
6
Python
6
933415bfa1f9eb89f935037014dfed816eb9815d
__init__.py
9,895
7
15
uses_after_args
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 ...
20
0
1,762
7
1
2
def captured_stderr(): return captured_output("stderr")
django/test/utils.py
23
django
{ "docstring": "Capture the output of sys.stderr:\n\n with captured_stderr() as stderr:\n print(\"hello\", file=sys.stderr)\n self.assertEqual(stderr.getvalue(), \"hello\\n\")\n ", "language": "en", "n_whitespaces": 29, "n_words": 13, "vocab_size": 13 }
4
Python
4
9c19aff7c7561e3a82978a272ecdaad40dda5c00
utils.py
206,492
2
10
captured_stderr
https://github.com/django/django.git
Refs #33476 -- Reformatted code with Black.
10
0
51,543
8
3
20
def testBestCheckpointsOnlyNan(self): keep_checkpoints_num = 2 checkpoint_manager = self.checkpoint_manager(keep_checkpoints_num) checkpoints = [ _TrackedCheckpoint( dir_or_data=i, storage_mode=CheckpointStorage.PERSISTENT, met...
python/ray/tune/tests/test_checkpoint_manager.py
173
ray
{ "docstring": "\n Tests that checkpoints with only nan priority are handled correctly.\n ", "language": "en", "n_whitespaces": 25, "n_words": 10, "vocab_size": 10 }
44
Python
38
8affbc7be6fdce169264b8db5b0276dbcc719f6d
test_checkpoint_manager.py
141,374
17
110
testBestCheckpointsOnlyNan
https://github.com/ray-project/ray.git
[tune/train] Consolidate checkpoint manager 3: Ray Tune (#24430) **Update**: This PR is now part 3 of a three PR group to consolidate the checkpoints. 1. Part 1 adds the common checkpoint management class #24771 2. Part 2 adds the integration for Ray Train #24772 3. This PR builds on #24772 and includes all chan...
210
0
32,343
15
1
5
def slow(test_case): return unittest.skipUnless(_run_slow_tests, "test is slow")(test_case)
src/transformers/testing_utils.py
33
transformers
{ "docstring": "\n Decorator marking a test as slow.\n\n Slow tests are skipped by default. Set the RUN_SLOW environment variable to a truthy value to run them.\n\n ", "language": "en", "n_whitespaces": 34, "n_words": 24, "vocab_size": 22 }
7
Python
7
57e6464ac9a31156f1c93e59107323e6ec01309e
testing_utils.py
37,497
2
18
slow
https://github.com/huggingface/transformers.git
Update all require decorators to use skipUnless when possible (#16999)
13
0
6,802
9
3
10
def calc_first_derivative(self, x): if x < self.x[0]: return None elif x > self.x[-1]: return None i = self.__search_index(x) dx = x - self.x[i] dy = self.b[i] + 2.0 * self.c[i] * dx + 3.0 * self.d[i] * dx ** 2.0 return dy
PathPlanning/CubicSpline/cubic_spline_planner.py
131
PythonRobotics
{ "docstring": "\n Calc first derivative at given x.\n\n if x is outside the input x, return None\n\n Returns\n -------\n dy : float\n first derivative for given x.\n ", "language": "en", "n_whitespaces": 79, "n_words": 25, "vocab_size": 21 }
42
Python
27
def289b723e9216830c2a7b2577cb31b55710167
cubic_spline_planner.py
19,357
9
91
calc_first_derivative
https://github.com/AtsushiSakai/PythonRobotics.git
enhance cubic spline path doc (#698) * enhance cublic spline path doc * enhance cublic spline path doc * enhance cublic spline path doc * enhance cublic spline path doc * enhance cublic spline path doc * enhance cublic spline path doc * enhance cublic spline path doc * enhance cublic spline path d...
113
0
2,945
12
2
5
def countedArray(expr, intExpr=None): arrayExpr = Forward()
.venv/lib/python3.8/site-packages/pip/_vendor/pyparsing.py
27
transferlearning
{ "docstring": "Helper to define a counted list of expressions.\n\n This helper defines a pattern of the form::\n\n integer expr expr expr...\n\n where the leading integer tells how many expr expressions follow.\n The matched tokens returns the array of expr tokens as a list - the\n leading count t...
6
Python
6
f638f5d0e6c8ebed0e69a6584bc7f003ec646580
pyparsing.py
63,284
10
85
countedArray
https://github.com/jindongwang/transferlearning.git
upd; format
12
0
13,233
8
8
5
def test_overlapping_function_names(self) -> None: ops = [ helper.make_opsetid("", 10), helper.make_opsetid("local", 10) ]
onnx/test/compose_test.py
50
onnx
{ "docstring": "\n Tests error checking when the name of local function entries overlaps\n ", "language": "en", "n_whitespaces": 26, "n_words": 11, "vocab_size": 11 }
12
Python
12
83fa57c74edfd13ddac9548b8a12f9e3e2ed05bd
compose_test.py
255,414
97
814
test_overlapping_function_names
https://github.com/onnx/onnx.git
Use Python type annotations rather than comments (#3962) * These have been supported since Python 3.5. ONNX doesn't support Python < 3.6, so we can use the annotations. Diffs generated by https://pypi.org/project/com2ann/. Signed-off-by: Gary Miguel <garymiguel@microsoft.com> * Remove MYPY conditional logi...
55
0
74,754
10
24
49
def get_conn(self) -> Any: in_cluster = self._coalesce_param( self.in_cluster, self.conn_extras.get("extra__kubernetes__in_cluster") or None ) cluster_context = self._coalesce_param( self.cluster_context, self.conn_extras.get("extra__kubernetes__cluster_context"...
airflow/providers/cncf/kubernetes/hooks/kubernetes.py
759
airflow
{ "docstring": "Returns kubernetes api session for use with requests", "language": "en", "n_whitespaces": 7, "n_words": 8, "vocab_size": 8 }
267
Python
146
60eb9e106f5915398eafd6aa339ec710c102dc09
kubernetes.py
42,787
71
460
get_conn
https://github.com/apache/airflow.git
Use KubernetesHook to create api client in KubernetesPodOperator (#20578) Add support for k8s hook in KPO; use it always (even when no conn id); continue to consider the core k8s settings that KPO already takes into account but emit deprecation warning about them. KPO historically takes into account a few settings ...
1,032
0
7,735
13
1
6
def get_feedback(): labels = DOCUMENT_STORE.get_all_labels() return labels @router.delete("/feedback")
rest_api/controller/feedback.py
41
@router.delete("/feedback")
haystack
{ "docstring": "\n This endpoint allows the API user to retrieve all the feedback that has been submitted\n through the `POST /feedback` endpoint.\n ", "language": "en", "n_whitespaces": 30, "n_words": 20, "vocab_size": 18 }
8
Python
7
4e940be85902dc93f3924662ba83111df72bb4d3
feedback.py
256,622
3
14
get_feedback
https://github.com/deepset-ai/haystack.git
Allow Linux CI to push changes to forks (#2182) * Add explicit reference to repo name to allow CI to push code back * Run test matrix only on tested code changes * Isolate the bot to check if it works * Clarify situation with a comment * Simplify autoformat.yml * Add code and docs check * Add git pul...
16
1
74,903
8
1
2
def boxmean(self): return self["boxmean"]
packages/python/plotly/plotly/graph_objs/_box.py
22
plotly.py
{ "docstring": "\n If True, the mean of the box(es)' underlying distribution is\n drawn as a dashed line inside the box(es). If \"sd\" the standard\n deviation is also drawn. Defaults to True when `mean` is set.\n Defaults to \"sd\" when `sd` is set Otherwise defaults to False.\n\n ...
4
Python
4
43e3a4011080911901176aab919c0ecf5046ddd3
_box.py
226,332
2
11
boxmean
https://github.com/plotly/plotly.py.git
switch to black .22
18
0
58,005
7
1
28
def test_task_result_with_error(self): result1 = TaskResult.objects.create( task_id=str(uuid.uuid4()), task_name="documents.tasks.some_task", status=celery.states.SUCCESS, result={ "exc_type": "ConsumerError", "exc_message"...
src/documents/tests/test_api.py
206
paperless-ngx
{ "docstring": "\n GIVEN:\n - A celery task completed with an exception\n WHEN:\n - API call is made to get tasks\n THEN:\n - The returned result is the exception info\n ", "language": "en", "n_whitespaces": 89, "n_words": 27, "vocab_size": 23 }
48
Python
38
5b66ef0a748fd5570361a2a1ed6147e0462568d2
test_api.py
320,069
20
124
test_task_result_with_error
https://github.com/paperless-ngx/paperless-ngx.git
Updates how task_args and task_kwargs are parsed, adds testing to cover everything I can think of
240
0
117,054
13
1
6
def serialize_for_task_group(self) -> Tuple[DagAttributeTypes, Any]: raise NotImplementedError()
airflow/models/taskmixin.py
29
airflow
{ "docstring": "This is used by SerializedTaskGroup to serialize a task group's content.", "language": "en", "n_whitespaces": 10, "n_words": 11, "vocab_size": 11 }
7
Python
7
2fdc23333909096d427171002582e2906f8bbc0a
taskmixin.py
43,876
3
17
serialize_for_task_group
https://github.com/apache/airflow.git
Fix remaining mypy issues in "core" Airflow (#20795) Co-authored-by: Josh Fell <josh.d.fell@astronomer.io> Co-authored-by: Tzu-ping Chung <tp@astronomer.io> Co-authored-by: Jarek Potiuk <jarek@potiuk.com>
21
0
8,079
7
1
13
def bind(self, *args, **kwargs):
python/ray/actor.py
29
""" For Ray DAG building that creates static graph from decorated
ray
{ "docstring": "\n For Ray DAG building that creates static graph from decorated", "language": "en", "n_whitespaces": 17, "n_words": 10, "vocab_size": 10 }
4
Python
4
f8b0ab7e78246e4dddf6c0095f3f7a5e409988ba
actor.py
141,858
5
39
bind
https://github.com/ray-project/ray.git
[Ray DAG] Add documentation in `more options` section (#25528)
11
1
32,500
5
14
23
def _build_repr_df(self, num_rows, num_cols): # Fast track for empty dataframe. if len(self.index) == 0 or (self._is_dataframe and len(self.columns) == 0): return pandas.DataFrame( index=self.index, columns=self.columns if self._is_dataframe else None...
modin/pandas/base.py
473
modin
{ "docstring": "\n Build pandas DataFrame for string representation.\n\n Parameters\n ----------\n num_rows : int\n Number of rows to show in string representation. If number of\n rows in this dataset is greater than `num_rows` then half of\n `num_rows` row...
173
Python
84
2ebc9cf51bfc773e3d4c898f5a33c0f60ad7ebc5
base.py
155,341
43
295
_build_repr_df
https://github.com/modin-project/modin.git
REFACTOR-#5310: Remove some hasattr('columns') checks. (#5311) Signed-off-by: mvashishtha <mahesh@ponder.io>
786
0
36,343
22
5
13
def discover(cls, **kwargs): context = kwargs.pop('context', None) if context and kwargs: raise ValueError("cannot accept context and kwargs") context = context or DistributionFinder.Context(**kwargs) return itertools.chain.from_iterable( resolver(context...
python3.10.4/Lib/importlib/metadata/__init__.py
101
XX-Net
{ "docstring": "Return an iterable of Distribution objects for all packages.\n\n Pass a ``context`` or pass keyword arguments for constructing\n a context.\n\n :context: A ``DistributionFinder.Context`` object.\n :return: Iterable of Distribution objects for all packages.\n ", "la...
30
Python
24
8198943edd73a363c266633e1aa5b2a9e9c9f526
__init__.py
218,217
8
60
discover
https://github.com/XX-net/XX-Net.git
add python 3.10.4 for windows
94
0
55,211
10
6
15
def ensure_string_list(self, option): r val = getattr(self, option) if val is None: return elif isinstance(val, str): setattr(self, option, re.split(r',\s*|\s+', val)) else: if isinstance(val, list): ok = all(isinstance(v, str) ...
python3.10.4/Lib/distutils/cmd.py
144
XX-Net
{ "docstring": "Ensure that 'option' is a list of strings. If 'option' is\n currently a string, we split it either on /,\\s*/ or /\\s+/, so\n \"foo bar baz\", \"foo,bar,baz\", and \"foo, bar baz\" all become\n [\"foo\", \"bar\", \"baz\"].\n ", "language": "en", "n_whitespaces": 67, ...
53
Python
44
8198943edd73a363c266633e1aa5b2a9e9c9f526
cmd.py
222,607
20
92
ensure_string_list
https://github.com/XX-net/XX-Net.git
add python 3.10.4 for windows
229
0
56,670
15
3
27
def _read(**kwargs) -> DataFrame: Engine.subscribe(_update_engine) from modin.core.execution.dispatching.factories.dispatcher import FactoryDispatcher try: pd_obj = FactoryDispatcher.read_csv_glob(**kwargs) except AttributeError: raise AttributeError("read_csv_glob() is only implem...
modin/experimental/pandas/io.py
176
modin
{ "docstring": "\n General documentation is available in `modin.pandas.read_csv`.\n\n This experimental feature provides parallel reading from multiple csv files which are\n defined by glob pattern.\n\n Parameters\n ----------\n **kwargs : dict\n Keyword arguments in `modin.pandas.read_csv`.\...
58
Python
51
dcee13d57ebf9a006460deedb734c15791acae7a
io.py
153,838
50
100
_read
https://github.com/modin-project/modin.git
REFACTOR-#4510: Align experimental and regular IO modules initializations (#4511) Signed-off-by: alexander3774 <myskova977@gmail.com>
134
0
35,651
15
13
11
def _to_csv_check_support(kwargs): path_or_buf = kwargs["path_or_buf"] compression = kwargs["compression"] if not isinstance(path_or_buf, str): return False # case when the pointer is placed at the beginning of the file. if "r" in kwargs["mode"] and "+" in kw...
modin/core/execution/ray/implementations/pandas_on_ray/io/io.py
232
modin
{ "docstring": "\n Check if parallel version of ``to_csv`` could be used.\n\n Parameters\n ----------\n kwargs : dict\n Keyword arguments passed to ``.to_csv()``.\n\n Returns\n -------\n bool\n Whether parallel version of ``to_csv`` is applicable....
131
Python
80
0faf4675140415e17d4112f9d0d37cfe87770b9e
io.py
152,978
17
126
_to_csv_check_support
https://github.com/modin-project/modin.git
REFACTOR-#3871: move related to pandas functionality into 'PandasOnRayIO' class (#3872) Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com>
329
0
35,220
12
5
19
def test_start_by_longest(self): if ok_ljspeech: dataloader, _ = self._create_dataloader(2, c.r, 0, True) dataloader.dataset.preprocess_samples() for i, data in enumerate(dataloader): if i == self.max_loader_iter: break ...
tests/data_tests/test_loader.py
136
TTS
{ "docstring": "Test start_by_longest option.\n\n Ther first item of the fist batch must be longer than all the other items.\n ", "language": "en", "n_whitespaces": 32, "n_words": 18, "vocab_size": 17 }
36
Python
30
ef63c995248fb854d1efae73acfbdcf75666c263
test_loader.py
262,200
12
84
test_start_by_longest
https://github.com/coqui-ai/TTS.git
Implement `start_by_longest` option for TTSDatase
196
0
77,141
14
2
12
def get_uncertainty(mask_pred, labels): if mask_pred.shape[1] == 1: gt_class_logits = mask_pred.clone() else: inds = torch.arange(mask_pred.shape[0], device=mask_pred.device) gt_class_logits = mask_pred[inds, labels].unsqueeze(1) return -torch.abs(gt_class_logits)
mmdet/models/utils/point_sample.py
106
mmdetection
{ "docstring": "Estimate uncertainty based on pred logits.\n\n We estimate uncertainty as L1 distance between 0.0 and the logits\n prediction in 'mask_pred' for the foreground class in `classes`.\n\n Args:\n mask_pred (Tensor): mask predication logits, shape (num_rois,\n num_classes, mask_h...
21
Python
18
c576e5d570bf64a99e2c6817ed7b5c0084a44a55
point_sample.py
244,084
7
67
get_uncertainty
https://github.com/open-mmlab/mmdetection.git
[Enhance] Take point sample related functions out of mask_point_head (#7353) add point sample replace function in mask_point_head
54
0
70,232
13
1
5
def _is_textIO(stream): return isinstance(stream, io.TextIOBase)
python3.10.4/Lib/http/client.py
26
XX-Net
{ "docstring": "Test whether a file-like object is a text or a binary stream.\n ", "language": "en", "n_whitespaces": 19, "n_words": 12, "vocab_size": 10 }
5
Python
5
8198943edd73a363c266633e1aa5b2a9e9c9f526
client.py
217,708
2
15
_is_textIO
https://github.com/XX-net/XX-Net.git
add python 3.10.4 for windows
19
0
54,893
8
1
17
def test_pagination_offset_without_orderby(self): response = self.get_response( self.organization.slug, field=f"count({TransactionMetricKey.MEASUREMENTS_LCP.value})", groupBy="transaction", cursor=Cursor(0, 1), statsPeriod="1h", us...
tests/sentry/api/endpoints/test_organization_metric_data.py
97
sentry
{ "docstring": "\n Test that ensures a successful response is returned even when requesting an offset\n without an orderBy\n ", "language": "en", "n_whitespaces": 38, "n_words": 16, "vocab_size": 15 }
18
Python
18
35ec251212b82e5d9468062a3ab5945d8e739002
test_organization_metric_data.py
85,794
10
55
test_pagination_offset_without_orderby
https://github.com/getsentry/sentry.git
feat(metrics): Support rate for derived metric [TET-129 TET-127] (#38792) Adds support for operation `rate` to be able to compute performance related metrics such as tpm, tps, epm, eps This PR achieves this by: - Defining rate as a derived operation that produces its own SnQL rather than trying to compute the da...
112
0
18,044
13
1
17
def _finalize_sample_weight(self, sample_weight, y):
sklearn/ensemble/_hist_gradient_boosting/gradient_boosting.py
36
"""Finalize sample weight. Used by subclasses to adjustuseful for
scikit-learn
{ "docstring": "Finalize sample weight.\n\n Used by subclasses to adjust sample_weights. This is useful for implementing", "language": "en", "n_whitespaces": 20, "n_words": 14, "vocab_size": 14 }
4
Python
4
7fda68d45734d41e47da1f57d23348ae8de655b0
gradient_boosting.py
260,913
2
12
_finalize_sample_weight
https://github.com/scikit-learn/scikit-learn.git
FEA Adds class_weight to HistGradientBoostingClassifier (#22014) Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org> Co-authored-by: jeremie du boisberranger <jeremiedbb@yahoo.fr>
11
2
76,560
7
2
10
def frame_has_multiple_faces(self, frame_name): if not frame_name: retval = False else: retval = bool(len(self._data.get(frame_name, {}).get("faces", [])) > 1) logger.trace("'%s': %s", frame_name, retval) return retval
lib/align/alignments.py
97
faceswap
{ "docstring": " Check whether a given frame_name exists within the alignments :attr:`data` and contains\n more than 1 face.\n\n Parameters\n ----------\n frame_name: str\n The frame_name name to check. This should be the base name of the frame, not the full\n path\n\...
23
Python
20
5e73437be47f2410439a3c6716de96354e6a0c94
alignments.py
101,212
7
58
frame_has_multiple_faces
https://github.com/deepfakes/faceswap.git
lib.align updates: - alignments.py - Add typed dicts for imported alignments - Explicitly check for presence of thumb value in alignments dict - linting - detected_face.py - Typing - Linting - Legacy support for pre-aligned face - Update dependencies to new property names
80
0
20,633
19
5
7
def get_qt_library_info(namespace): if namespace == 'PyQt5': return pyqt5_library_info if namespace == 'PyQt6': return pyqt6_library_info elif namespace == 'PySide2': return pyside2_library_info elif namespace == 'PySide6': return pyside6_library_info raise Valu...
PyInstaller/utils/hooks/qt/__init__.py
84
pyinstaller
{ "docstring": "\n Return QtLibraryInfo instance for the given namespace.\n ", "language": "en", "n_whitespaces": 14, "n_words": 7, "vocab_size": 7 }
65
Python
48
d789a7daa7712716c89259b987349917a89aece7
__init__.py
264,021
10
40
get_qt_library_info
https://github.com/pyinstaller/pyinstaller.git
hookutils: reorganize the Qt hook utilities Reorganize the Qt module information to provide information necessary to deal with variations between different python Qt bindings (PySide2, PyQt5, PySide6, and PyQt6). Replace the existing table-like dictionary with list of entries, which is easier to format and document. F...
106
0
77,563
9
1
16
def create_deepbooru_process(threshold=0.5): from modules import shared # prevents circular reference shared.deepbooru_process_manager = multiprocessing.Manager() shared.deepbooru_process_queue = shared.deepbooru_process_manager.Queue() shared.deepbooru_process_return = shared.deepbooru_process_ma...
modules/deepbooru.py
140
stable-diffusion-webui
{ "docstring": "\n Creates deepbooru process. A queue is created to send images into the process. This enables multiple images\n to be processed in a row without reloading the model or creating a new process. To return the data, a shared\n dictionary is created to hold the tags created. To wait for tags ...
29
Python
25
1f92336be768d235c18a82acb2195b7135101ae7
deepbooru.py
152,835
8
87
create_deepbooru_process
https://github.com/AUTOMATIC1111/stable-diffusion-webui.git
refactored the deepbooru module to improve speed on running multiple interogations in a row. Added the option to generate deepbooru tags for textual inversion preproccessing.
54
0
35,197
11
5
49
def _estimate_files_encoding_ratio(self) -> float: if not DatasetContext.get_current().decoding_size_estimation: return PARQUET_ENCODING_RATIO_ESTIMATE_DEFAULT # Sample a few rows from Parquet files to estimate the encoding ratio. # Launch tasks to sample multiple files rem...
python/ray/data/datasource/parquet_datasource.py
339
ray
{ "docstring": "Return an estimate of the Parquet files encoding ratio.\n\n To avoid OOMs, it is safer to return an over-estimate than an underestimate.\n ", "language": "en", "n_whitespaces": 36, "n_words": 22, "vocab_size": 20 }
170
Python
110
e19cf164fd51c4f6bf730e999cba46b30c39ff83
parquet_datasource.py
125,650
35
198
_estimate_files_encoding_ratio
https://github.com/ray-project/ray.git
[Datasets] Use sampling to estimate in-memory data size for Parquet data source (#26868)
488
0
27,939
15
4
11
def johnson_lindenstrauss_min_dim(n_samples, *, eps=0.1): eps = np.asarray(eps) n_samples = np.asarray(n_samples) if np.any(eps <= 0.0) or np.any(eps >= 1): raise ValueError("The JL bound is defined for eps in ]0, 1[, got %r" % eps) if np.any(n_samples) <= 0: raise ValueError( ...
sklearn/random_projection.py
177
scikit-learn
{ "docstring": "Find a 'safe' number of components to randomly project to.\n\n The distortion introduced by a random projection `p` only changes the\n distance between two points by a factor (1 +- eps) in an euclidean space\n with good probability. The projection `p` is an eps-embedding as defined\n by:\n...
69
Python
50
1fc86b6aacd89da44a3b4e8abf7c3e2ba4336ffe
random_projection.py
258,948
12
112
johnson_lindenstrauss_min_dim
https://github.com/scikit-learn/scikit-learn.git
MNT Update black to stable version (#22474)
133
0
75,490
12
4
14
def verify_mac_libraries_dont_reference_chkstack(): if not _is_mac(): return nm = subprocess.run( ["nm", "-g", r.Rlocation("org_tensorflow/tensorflow/compiler/xla/python/xla_extension.so") ], capture_output=True, text=True, check=False) if nm.returncode != 0: raise RuntimeError(f"n...
build/build_wheel.py
136
jax
{ "docstring": "Verifies that xla_extension.so doesn't depend on ____chkstk_darwin.\n\n We don't entirely know why this happens, but in some build environments\n we seem to target the wrong Mac OS version.\n https://github.com/google/jax/issues/3867\n\n This check makes sure we don't release wheels that have this...
50
Python
47
17de89b16ac5ee05aee03115d858e67489eab973
build_wheel.py
120,553
15
69
verify_mac_libraries_dont_reference_chkstack
https://github.com/google/jax.git
feat: refactor code using pyupgrade This PR upgrades legacy Python code to 3.7+ code using pyupgrade: ```sh pyupgrade --py37-plus --keep-runtime-typing **.py ``` a
90
0
26,889
12
2
8
def test_timeout_does_not_wait_for_completion_for_sync_flows(self, tmp_path): if sys.version_info[1] == 11: pytest.xfail("The engine returns _after_ sleep finishes in Python 3.11") canary_file = tmp_path / "canary"
tests/test_flows.py
52
prefect
{ "docstring": "\n Sync flows are cancelled when they change instructions. The flow will return\n immediately when the timeout is reached, but the thread it executes in will\n continue until the next instruction is reached. `time.sleep` will return then\n the thread will be interrupted.\n ...
21
Python
21
a7bd9cadd5038383449b0e75a87bb23a73b278d8
test_flows.py
59,586
14
96
test_timeout_does_not_wait_for_completion_for_sync_flows
https://github.com/PrefectHQ/prefect.git
Add support for Python 3.11 (#7304) Co-authored-by: Chris Guidry <chris.g@prefect.io>
53
0
11,913
10
2
15
def get_target_distribution_details(filters): target_details = {} for d in frappe.db.sql( , (filters.from_fiscal_year, filters.to_fiscal_year), as_dict=1, ): target_details.setdefault(d.name, {}).setdefault(d.month, flt(d.percentage_allocation)) return target_details # Get actual details from gl entry
erpnext/accounts/report/budget_variance_report/budget_variance_report.py
97
erpnext
{ "docstring": "\n\t\t\tselect\n\t\t\t\tmd.name,\n\t\t\t\tmdp.month,\n\t\t\t\tmdp.percentage_allocation\n\t\t\tfrom\n\t\t\t\t`tabMonthly Distribution Percentage` mdp,\n\t\t\t\t`tabMonthly Distribution` md\n\t\t\twhere\n\t\t\t\tmdp.parent = md.name\n\t\t\t\tand md.fiscal_year between %s and %s\n\t\t\torder by\n\t\t\t\...
26
Python
25
494bd9ef78313436f0424b918f200dab8fc7c20b
budget_variance_report.py
65,174
22
63
get_target_distribution_details
https://github.com/frappe/erpnext.git
style: format code with black
16
0
13,816
12
2
10
def get_list_context(context=None): return { "global_number_format": frappe.db.get_default("number_format") or "#,###.##", "currency": frappe.db.get_default("currency"), "currency_symbols": json.dumps( dict( frappe.db.sql( ) ) ), "row_template": "templates/includes/transaction_row.html", ...
erpnext/controllers/website_list_for_contact.py
111
erpnext
{ "docstring": "select name, symbol\n\t\t\tfrom tabCurrency where enabled=1", "language": "en", "n_whitespaces": 5, "n_words": 7, "vocab_size": 7 }
22
Python
21
494bd9ef78313436f0424b918f200dab8fc7c20b
website_list_for_contact.py
65,703
15
61
get_list_context
https://github.com/frappe/erpnext.git
style: format code with black
9
0
13,991
14
2
6
def _assert_float_dtype(dtype): dtype = tf.as_dtype(dtype) if not dtype.is_floating: raise ValueError(f"Expected floating point type, got {dtype}.") return dtype
keras/initializers/initializers_v2.py
53
keras
{ "docstring": "Validate and return floating point type based on `dtype`.\n\n `dtype` must be a floating point type.\n\n Args:\n dtype: The data type to validate.\n\n Returns:\n Validated type.\n\n Raises:\n ValueError: if `dtype` is not a floating point type.\n ", "language": "en", ...
17
Python
16
84afc5193d38057e2e2badf9c889ea87d80d8fbf
initializers_v2.py
272,164
5
28
_assert_float_dtype
https://github.com/keras-team/keras.git
Reformatting the codebase with black. PiperOrigin-RevId: 450093126
36
0
80,966
11
1
4
def removeChild(self, node): raise NotImplementedError
.venv/lib/python3.8/site-packages/pip/_vendor/html5lib/treebuilders/base.py
18
transferlearning
{ "docstring": "Remove node from the children of the current node\n\n :arg node: the child node to remove\n\n ", "language": "en", "n_whitespaces": 30, "n_words": 16, "vocab_size": 12 }
5
Python
5
f638f5d0e6c8ebed0e69a6584bc7f003ec646580
base.py
62,599
2
10
removeChild
https://github.com/jindongwang/transferlearning.git
upd; format
19
0
13,010
6
1
13
async def test_import_flow_triggered_but_no_ecobee_conf(hass): flow = config_flow.EcobeeFlowHandler() flow.hass = hass flow.hass.data[DATA_ECOBEE_CONFIG] = {} result = await flow.async_step_import(import_data=None) assert result["type"] == data_entry_flow.FlowResultType.FORM assert result...
tests/components/ecobee/test_config_flow.py
101
core
{ "docstring": "Test expected result if import flow triggers but ecobee.conf doesn't exist.", "language": "en", "n_whitespaces": 10, "n_words": 11, "vocab_size": 11 }
24
Python
19
7cd68381f1d4f58930ffd631dfbfc7159d459832
test_config_flow.py
315,806
7
58
test_import_flow_triggered_but_no_ecobee_conf
https://github.com/home-assistant/core.git
Search/replace RESULT_TYPE_* by FlowResultType enum (#74642)
45
0
114,384
10
7
22
def exception_handler(exc, context): if isinstance(exc, Http404): exc = exceptions.NotFound(*(exc.args)) elif isinstance(exc, PermissionDenied): exc = exceptions.PermissionDenied(*(exc.args)) if isinstance(exc, exceptions.APIException): headers = {} if getattr(exc, 'aut...
rest_framework/views.py
246
django-rest-framework
{ "docstring": "\n Returns the response that should be used for any given exception.\n\n By default we handle the REST framework `APIException`, and also\n Django's built-in `Http404` and `PermissionDenied` exceptions.\n\n Any unhandled exceptions may return `None`, which will cause a 500 error\n to be...
56
Python
39
56946fac8f29aa44ce84391f138d63c4c8a2a285
views.py
48,680
18
152
exception_handler
https://github.com/encode/django-rest-framework.git
Preserve exception messages for wrapped Django exceptions (#8051) * Preserve messages for wrapped Django exceptions * Fix the test * Update test_generics.py * Update test_generics.py Co-authored-by: Tom Christie <tom@tomchristie.com>
178
0
9,566
14
5
16
def check_all_decorator_order(): errors = [] for fname in os.listdir(PATH_TO_TESTS): if fname.endswith(".py"): filename = os.path.join(PATH_TO_TESTS, fname) new_errors = check_decorator_order(filename) errors += [f"- {filename}, line {i}" for i in new_errors] ...
utils/check_repo.py
148
transformers
{ "docstring": "Check that in all test files, the slow decorator is always last.", "language": "en", "n_whitespaces": 11, "n_words": 12, "vocab_size": 12 }
59
Python
51
afe5d42d8d1d80af911ed980c2936bfe887078f6
check_repo.py
38,408
13
78
check_all_decorator_order
https://github.com/huggingface/transformers.git
Black preview (#17217) * Black preview * Fixup too! * Fix check copies * Use the same version as the CI * Bump black
154
0
6,970
13
1
18
def ready_to_fulfill(self): statuses = {OrderStatus.UNFULFILLED, OrderStatus.PARTIALLY_FULFILLED} payments = Payment.objects.filter(is_active=True).values("id") return self.filter( Exists(payments.filter(order_id=OuterRef("id"))), status__in=statuses, ...
saleor/order/models.py
110
saleor
{ "docstring": "Return orders that can be fulfilled.\n\n Orders ready to fulfill are fully paid but unfulfilled (or partially\n fulfilled).\n ", "language": "en", "n_whitespaces": 39, "n_words": 18, "vocab_size": 18 }
15
Python
14
34bf03ce99d46e84c0990f009025b436c1f0386c
models.py
25,927
8
66
ready_to_fulfill
https://github.com/saleor/saleor.git
Optimize order filtering by ready to fulfill status (#9113)
83
0
4,925
15
1
7
def fit_transform(self, X, y=None): self._validate_params() return self._fit_transform(X, compute_sources=True)
sklearn/decomposition/_fastica.py
45
scikit-learn
{ "docstring": "Fit the model and recover the sources from X.\n\n Parameters\n ----------\n X : array-like of shape (n_samples, n_features)\n Training data, where `n_samples` is the number of samples\n and `n_features` is the number of features.\n\n y : Ignored\n ...
8
Python
8
4cc347d4d0cbbfdcbd353f08842e0668fed78c9f
_fastica.py
260,360
3
28
fit_transform
https://github.com/scikit-learn/scikit-learn.git
MAINT Use _validate_params in FastICA (#23711) Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com> Co-authored-by: jeremiedbb <jeremiedbb@yahoo.fr>
29
0
76,206
8
17
38
def _text2settings(self): t2xs = [ (self.t2f, "font"), (self.t2s, "slant"), (self.t2w, "weight"), (self.t2c, "color"), ] setting_args = {arg: getattr(self, arg) for _, arg in t2xs} settings = self._get_settings_from_t2xs(t2xs) ...
manim/mobject/svg/text_mobject.py
612
manim
{ "docstring": "Converts the texts and styles to a setting for parsing.", "language": "en", "n_whitespaces": 9, "n_words": 10, "vocab_size": 10 }
182
Python
99
902e7eb4f0147b5882a613b67467e38a1d47f01e
text_mobject.py
189,494
52
389
_text2settings
https://github.com/ManimCommunity/manim.git
Hide more private methods from the docs. (#2468) * hide privs from text_mobject.py * hide privs from tex_mobject.py * hide privs from code_mobject.py * hide privs from svg_mobject.py * remove SVGPath and utils from __init__.py * don't import string_to_numbers * hide privs from geometry.py * hide p...
888
0
46,094
18
2
16
def decoder(self, side): input_ = Input(shape=(8, 8, 512)) var_x = input_ var_x = UpscaleBlock(256, activation="leakyrelu")(var_x) var_x = UpscaleBlock(128, activation="leakyrelu")(var_x) var_x = UpscaleBlock(64, activation="leakyrelu")(var_x) var_x = Conv...
plugins/train/model/original.py
283
faceswap
{ "docstring": " The original Faceswap Decoder Network.\r\n\r\n The decoders for the original model have separate weights for each side \"A\" and \"B\", so two\r\n instances are created in :func:`build_model`, one for each side.\r\n\r\n Parameters\r\n ----------\r\n side: str\r\n ...
58
Python
29
aa39234538a8f83e6aa2b60b8275a570e8876ac2
original.py
100,464
16
168
decoder
https://github.com/deepfakes/faceswap.git
Update all Keras Imports to be conditional (#1214) * Remove custom keras importer * first round keras imports fix * launcher.py: Remove KerasFinder references * 2nd round keras imports update (lib and extract) * 3rd round keras imports update (train) * remove KerasFinder from tests * 4th round keras ...
194
0
19,938
14
6
21
def check_toname_in_config_by_regex(config_string, to_name, control_type=None): c = parse_config(config_string) if control_type: check_list = [control_type] else: check_list = list(c.keys()) for control in check_list: item = c[control].get('regex', {}) for to_name_it...
label_studio/core/label_config.py
179
label-studio
{ "docstring": "\n Check if to_name is in config including regex filter\n :return: True if to_name is fullmatch to some pattern ion config\n ", "language": "en", "n_whitespaces": 30, "n_words": 20, "vocab_size": 16 }
51
Python
35
583b3cb3b03a36a30b3ce9fe96eb4fb28548a070
label_config.py
178,014
17
112
check_toname_in_config_by_regex
https://github.com/heartexlabs/label-studio.git
fix: DEV-1462: Fix changing label config for repeater tag (#2725) * fix: DEV-1462: Fix changing label config for repeater tag with created annotations
182
0
42,572
15
1
10
async def test_hub_not_support_wireless(hass, mock_device_registry_devices): await setup_mikrotik_entry(hass, support_wireless=False) device_1 = hass.states.get("device_tracker.device_1") assert device_1 assert device_1.state == "home" # device_2 is added from DHCP device_2 = hass.states.g...
tests/components/mikrotik/test_device_tracker.py
95
core
{ "docstring": "Test device_trackers created when hub doesn't support wireless.", "language": "en", "n_whitespaces": 7, "n_words": 8, "vocab_size": 8 }
31
Python
22
b09aaba421d6d6178d582bef9ea363017e55639d
test_device_tracker.py
315,483
8
53
test_hub_not_support_wireless
https://github.com/home-assistant/core.git
Add type hints and code cleanup for mikrotik (#74296) * Add type hints and code cleanup for mikrotik * update test and increase coverage * move setup_mikrotik_entry to __init__.py
58
0
114,071
9
2
9
def test_finditer(): matches = list(finditer(re.compile(rb"\d+"), b"0123 4567 890 12 3 4")) aligned = [i.group() for i in matches] assert aligned == [b"0123", b"567", b"890", b"12"]
tests/unit/test_bytecode.py
84
pyinstaller
{ "docstring": "\n Test that bytecode.finditer() yields matches only that start on an even byte (``match.start() % 2 == 0``).\n\n There are 3 permutations here when considering a match:\n - A match starts on an even byte:\n That's good! Include that sequence.\n - A single character match starts on ...
25
Python
23
dc12cb59559f99110917bcbd21c9960ab57d994f
test_bytecode.py
263,956
4
52
test_finditer
https://github.com/pyinstaller/pyinstaller.git
tests: fix test_finditer Have the test use bytestrings instead of strings. Also assert that the bytecode string passed to bytecode.finditer() is in fact a bytestring.
37
0
77,525
13
2
12
def add_axes(self, animate=False, color=WHITE, **kwargs): axes = Axes(color=color, axis_config={"unit_size": 1}) if animate: self.play(Create(axes)) self.add(axes) return axes
manim/scene/vector_space_scene.py
86
manim
{ "docstring": "\n Adds a pair of Axes to the Scene.\n\n Parameters\n ----------\n animate : bool, optional\n Whether or not to animate the addition of the axes through Create.\n color : bool, optional\n The color of the axes. Defaults to WHITE.\n ", "...
16
Python
15
5789be81609c8bf6d98d1d87d4061477d0cd37b9
vector_space_scene.py
189,404
6
53
add_axes
https://github.com/ManimCommunity/manim.git
Fix `add_axes` in :class:`~.VectorScene`. (#2444) * fix bug * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>
62
0
46,041
12
17
31
def _score(estimator, X_test, y_test, scorer, error_score="raise"): if isinstance(scorer, dict): # will cache method calls if needed. scorer() returns a dict scorer = _MultimetricScorer(scorers=scorer, raise_exc=(error_score == "raise")) try: if y_test is None: scores =...
sklearn/model_selection/_validation.py
506
scikit-learn
{ "docstring": "Compute the score(s) of an estimator on a given test set.\n\n Will return a dict of floats if `scorer` is a dict, otherwise a single\n float is returned.\n ", "language": "en", "n_whitespaces": 37, "n_words": 28, "vocab_size": 23 }
228
Python
126
d17d0f9f721dd030f7405023a838edb564ac1a4c
_validation.py
261,817
51
296
_score
https://github.com/scikit-learn/scikit-learn.git
FIX `cross_validate` with multimetric scoring returns the non-failed scorers results even if some fail (#23101) Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
863
0
77,015
21
1
15
def test_socket_options_address_in_use_problem(qlocalserver, short_tmpdir): servername = str(short_tmpdir / 'x') s1 = QLocalServer() ok = s1.listen(servername) assert ok s2 = QLocalServer() s2.setSocketOptions(QLocalServer.SocketOption.UserAccessOption) ok = s2.listen(servername) ...
tests/unit/misc/test_ipc.py
112
qutebrowser
{ "docstring": "Qt seems to ignore AddressInUseError when using socketOptions.\n\n With this test we verify this bug still exists. If it fails, we can\n probably start using setSocketOptions again.\n ", "language": "en", "n_whitespaces": 36, "n_words": 27, "vocab_size": 24 }
50
Python
38
0877fb0d78635692e481c8bde224fac5ad0dd430
test_ipc.py
321,412
10
64
test_socket_options_address_in_use_problem
https://github.com/qutebrowser/qutebrowser.git
Run scripts/dev/rewrite_enums.py
86
0
117,701
10
3
9
def create_dummy_object(name, backend_name): if name.isupper(): return DUMMY_CONSTANT.format(name) elif name.islower(): return DUMMY_FUNCTION.format(name, backend_name) else: return DUMMY_CLASS.format(name, backend_name)
utils/check_dummies.py
80
transformers
{ "docstring": "Create the code for the dummy object corresponding to `name`.", "language": "en", "n_whitespaces": 9, "n_words": 10, "vocab_size": 9 }
16
Python
13
1b730c3d11fdad0180ee9f9d3da9cff933c3b264
check_dummies.py
34,075
7
49
create_dummy_object
https://github.com/huggingface/transformers.git
Better dummies (#15148) * Better dummies * See if this fixes the issue * Fix quality * Style * Add doc for DummyObject
49
0
6,195
10
1
5
def require_torch_bf16(test_case): return unittest.skipUnless( is_torch_bf16_available(), "test requires torch>=1.10, using Ampere GPU or newer arch with cuda>=11.0 or using CPU", )(test_case)
src/transformers/testing_utils.py
38
transformers
{ "docstring": "Decorator marking a test that requires torch>=1.10, using Ampere GPU or newer arch with cuda>=11.0 or using CPU.", "language": "en", "n_whitespaces": 17, "n_words": 18, "vocab_size": 16 }
20
Python
18
34097b3304d79ace845316d4929220623279c8bc
testing_utils.py
31,115
5
21
require_torch_bf16
https://github.com/huggingface/transformers.git
Extend Transformers Trainer Class to Enable CPU AMP and Integrate Intel Extension for PyTorch (#17138) * init PR * fix import ipex * minor fix on bf16 * refine optimizer * refine args notes * refine code * refine ipex optimize args * refine half_precision_backend * black format * isort forma...
43
0
5,682
10
2
28
def milp(c, *, integrality=None, bounds=None, constraints=None, options=None): r args_iv = _milp_iv(c, integrality, bounds, constraints, options) c, integrality, lb, ub, indptr, indices, data, b_l, b_u, options = args_iv highs_res = _highs_wrapper(c, indptr, indices, data, b_l, b_u, ...
scipy/optimize/_milp.py
357
scipy
{ "docstring": "\n Mixed-integer linear programming\n\n Solves problems of the following form:\n\n .. math::\n\n \\min_x \\ & c^T x \\\\\n \\mbox{such that} \\ & b_l \\leq A x \\leq b_u,\\\\\n & l \\leq x \\leq u, \\\\\n & x_i \\in \\mathbb{Z}, i \\in X_i\n\n where :math:`x` is...
107
Python
69
131c4e78b3f093ad3d415ebcc1fb42bbbde72470
_milp.py
242,082
226
232
milp
https://github.com/scipy/scipy.git
MAINT: optimize: milp: update error messages [skip ci]
245
0
69,782
9
6
25
def all_reduce_sum_gradients(grads_and_vars): grads_and_vars = list(grads_and_vars) filtered_grads_and_vars = filter_empty_gradients(grads_and_vars) if filtered_grads_and_vars: if tf.__internal__.distribute.strategy_supports_no_merge_call(): grads = [pair[0] for pair in filtered_gra...
keras/optimizers/optimizer_v2/utils.py
247
keras
{ "docstring": "Returns all-reduced gradients aggregated via summation.\n\n Args:\n grads_and_vars: List of (gradient, variable) pairs.\n\n Returns:\n List of (gradient, variable) pairs where gradients have been all-reduced.\n ", "language": "en", "n_whitespaces": 43, "n_words": 24, "vocab_...
84
Python
59
84afc5193d38057e2e2badf9c889ea87d80d8fbf
utils.py
275,620
25
153
all_reduce_sum_gradients
https://github.com/keras-team/keras.git
Reformatting the codebase with black. PiperOrigin-RevId: 450093126
281
0
81,433
16
1
3
def dev(self): return self._get_dev()
ivy/core/container.py
23
ivy
{ "docstring": "\n The device to which the arrays in the container belong, with None returned if the devices are not consistent\n ", "language": "en", "n_whitespaces": 34, "n_words": 19, "vocab_size": 17 }
4
Python
4
d743336b1f3654cd0315f380f43eed4116997c1d
container.py
213,577
2
12
dev
https://github.com/unifyai/ivy.git
renamed dev_str arg to dev for all methods.
18
0
53,660
7
1
8
def _zero_in_bounds(self): vmin, vmax = self._axes.yaxis._scale.limit_range_for_scale(0, 1, 1e-5) return vmin == 0
lib/matplotlib/projections/polar.py
48
matplotlib
{ "docstring": "\n Return True if zero is within the valid values for the\n scale of the radial axis.\n ", "language": "en", "n_whitespaces": 38, "n_words": 16, "vocab_size": 14 }
12
Python
12
4507ae544155fb6fc9fa594faf1b8c8a23a85426
polar.py
110,754
3
32
_zero_in_bounds
https://github.com/matplotlib/matplotlib.git
Allow polar scales where zero is not in valid interval
33
0
24,277
11
5
14
def _watch_glob(self, directory, patterns): prefix = "glob" if not directory.exists(): if not directory.parent.exists(): logger.warning( "Unable to watch directory %s as neither it or its parent exist.", directory, ...
django/utils/autoreload.py
181
django
{ "docstring": "\n Watch a directory with a specific glob. If the directory doesn't yet\n exist, attempt to watch the parent directory and amend the patterns to\n include this. It's important this method isn't called more than one per\n directory when updating all subscriptions. Subsequent...
63
Python
49
9c19aff7c7561e3a82978a272ecdaad40dda5c00
autoreload.py
206,541
16
108
_watch_glob
https://github.com/django/django.git
Refs #33476 -- Reformatted code with Black.
243
0
51,559
12
4
19
def edit_focus_options(self) -> typing.Sequence[str]: flow = self.master.view.focus.flow focus_options = [] if isinstance(flow, tcp.TCPFlow): focus_options = ["tcp-message"] elif isinstance(flow, http.HTTPFlow): focus_options = [ "cookies...
mitmproxy/tools/console/consoleaddons.py
181
mitmproxy
{ "docstring": "\n Possible components for console.edit.focus.\n ", "language": "en", "n_whitespaces": 23, "n_words": 4, "vocab_size": 4 }
54
Python
44
fab7016b318d7c37fc30cef9c0567b9b620b883e
consoleaddons.py
251,073
28
104
edit_focus_options
https://github.com/mitmproxy/mitmproxy.git
beautify flowtable dns entries this isn't perfect (the whole table needs to be refactored properly), but good enough for now.
357
0
73,587
11
1
10
def default_user(factories): return factories.create_user(email="admin@localhost", is_superuser=True) @pytest.mark.django_db @pytest.fixture(scope="function")
src/sentry/utils/pytest/fixtures.py
60
@pytest.mark.django_db @pytest.fixture(scope="function")
sentry
{ "docstring": "A default (super)user with email ``admin@localhost`` and password ``admin``.\n\n :returns: A :class:`sentry.models.user.User` instance.\n ", "language": "en", "n_whitespaces": 19, "n_words": 13, "vocab_size": 12 }
7
Python
7
9acf84fbe1c7ffba0faec907ad3219141086949f
fixtures.py
98,369
2
19
default_user
https://github.com/getsentry/sentry.git
feat(appconnect): Introduce an endpoint to trigger refresh of builds (#33457) Normally the builds are refreshed once an hour, however we're adding a way to trigger this manually. This endpoint is still severely ratelimited. This also includes the UI code to add a button for this endpoint. NATIVE-139 Co-aut...
11
1
19,565
9
2
20
def imshow_rgb(self, r, g, b, **kwargs): if not (r.shape == g.shape == b.shape): raise ValueError( f'Input shapes ({r.shape}, {g.shape}, {b.shape}) do not match') RGB = np.dstack([r, g, b]) R = np.zeros_like(RGB) R[:, :, 0] = r G = np.zeros_li...
lib/mpl_toolkits/axes_grid1/axes_rgb.py
272
matplotlib
{ "docstring": "\n Create the four images {rgb, r, g, b}.\n\n Parameters\n ----------\n r, g, b : array-like\n The red, green, and blue arrays.\n **kwargs :\n Forwarded to `~.Axes.imshow` calls for the four images.\n\n Returns\n -------\n r...
73
Python
52
df6f95703b60348e01603f98a439b133da2938a0
axes_rgb.py
109,887
16
165
imshow_rgb
https://github.com/matplotlib/matplotlib.git
Improve mpl_toolkit documentation
197
0
23,796
12
1
27
def forward(self, qkv): bs, width, length = qkv.shape assert width % (3 * self.n_heads) == 0 ch = width // (3 * self.n_heads) # q, k, v = qkv.reshape(bs * self.n_heads, ch * 3, length).split(ch, dim=1) q, k, v = paddle.reshape(qkv, [bs * self.n_heads, ch * 3, length]).sp...
modules/image/text_to_image/disco_diffusion_cnclip_vitb16/reverse_diffusion/model/unet.py
253
PaddleHub
{ "docstring": "\n Apply QKV attention.\n\n :param qkv: an [N x (H * 3 * C) x T] tensor of Qs, Ks, and Vs.\n :return: an [N x (H * C) x T] tensor after attention.\n ", "language": "en", "n_whitespaces": 62, "n_words": 33, "vocab_size": 21 }
92
Python
63
f4d6e64cdc132ae868699a0ba442f4ab1d304a14
unet.py
49,867
10
158
forward
https://github.com/PaddlePaddle/PaddleHub.git
add disco_diffusion_cnclip_vitb16 module
177
0
9,938
13
1
3
def callbacks(self, callbacks_class) -> "TrainerConfig": self.callbacks_class = callbacks_class return self
rllib/agents/trainer_config.py
31
ray
{ "docstring": "Sets the callbacks configuration.\n\n Args:\n callbacks_class: Callbacks class, whose methods will be run during\n various phases of training and environment sample collection.\n See the `DefaultCallbacks` class and\n `examples/custom_metr...
10
Python
10
2eaa54bd763ae0e63158ae0d939633c804394b78
trainer_config.py
147,576
14
17
callbacks
https://github.com/ray-project/ray.git
[RLlib] POC: Config objects instead of dicts (PPO only). (#23491)
31
0
34,012
7
1
5
def notify_conversion_complete(self, status="Converting") -> None: self.progress = 95 self.update(status)
spotdl/download/progress_handler.py
41
spotify-downloader
{ "docstring": "\n Notifies the progress handler that the song has been converted.\n\n ### Arguments\n - status: The status to display.\n ", "language": "en", "n_whitespaces": 47, "n_words": 18, "vocab_size": 17 }
9
Python
9
14e467160c852095efb0107a25eb1b136fda3ea8
progress_handler.py
30,336
9
23
notify_conversion_complete
https://github.com/spotDL/spotify-downloader.git
download the audio stream using yt-dlp not ffmpeg
30
0
5,493
7
2
13
def ft_load_params_from_file(self) -> None: if self._ft_params_from_file: # Set parameters from Hyperopt results file params = self._ft_params_from_file self.minimal_roi = params.get('roi', getattr(self, 'minimal_roi', {})) self.stoploss = params.get('st...
freqtrade/strategy/hyper.py
256
freqtrade
{ "docstring": "\n Load Parameters from parameter file\n Should/must run before config values are loaded in strategy_resolver.\n ", "language": "en", "n_whitespaces": 36, "n_words": 14, "vocab_size": 14 }
62
Python
42
386d3e035337cea7cbe9e38a5a8100fa79948fbb
hyper.py
149,922
21
157
ft_load_params_from_file
https://github.com/freqtrade/freqtrade.git
Rename stop/roi loading method
280
0
34,590
13
1
3
def default_training_arg(self): return self._default_training_arg
keras/utils/layer_utils.py
19
keras
{ "docstring": "The default value given to the \"training\" argument.", "language": "en", "n_whitespaces": 7, "n_words": 8, "vocab_size": 8 }
4
Python
4
84afc5193d38057e2e2badf9c889ea87d80d8fbf
layer_utils.py
276,951
2
10
default_training_arg
https://github.com/keras-team/keras.git
Reformatting the codebase with black. PiperOrigin-RevId: 450093126
18
0
81,798
6
1
5
def add_distribution(self, distribution): self.adjacency_list[distribution] = [] self.reverse_list[distribution] = [] #self.missing[distribution] = []
.venv/lib/python3.8/site-packages/pip/_vendor/distlib/database.py
44
transferlearning
{ "docstring": "Add the *distribution* to the graph.\n\n :type distribution: :class:`distutils2.database.InstalledDistribution`\n or :class:`distutils2.database.EggInfoDistribution`\n ", "language": "en", "n_whitespaces": 52, "n_words": 11, "vocab_size": 10 }
12
Python
8
f638f5d0e6c8ebed0e69a6584bc7f003ec646580
database.py
61,958
3
26
add_distribution
https://github.com/jindongwang/transferlearning.git
upd; format
40
0
12,779
8
1
14
def _getargspec(target): fullargspecs = getfullargspec(target) argspecs = ArgSpec( args=fullargspecs.args, varargs=fullargspecs.varargs, keywords=fullargspecs.varkw, defaults=fullargspecs.defaults, ) return argspecs else: _get...
keras/utils/tf_inspect.py
78
keras
{ "docstring": "A python3 version of getargspec.\n\n Calls `getfullargspec` and assigns args, varargs,\n varkw, and defaults to a python 2/3 compatible `ArgSpec`.\n\n The parameter name 'varkw' is changed to 'keywords' to fit the\n `ArgSpec` struct.\n\n Args:\n target: the ...
19
Python
16
84afc5193d38057e2e2badf9c889ea87d80d8fbf
tf_inspect.py
277,063
9
43
_getargspec
https://github.com/keras-team/keras.git
Reformatting the codebase with black. PiperOrigin-RevId: 450093126
100
0
81,840
10
1
3
def proj_version(self): return self._get_spatialite_func("proj4_version()")
django/contrib/gis/db/backends/spatialite/operations.py
26
django
{ "docstring": "Return the version of the PROJ library used by SpatiaLite.", "language": "en", "n_whitespaces": 9, "n_words": 10, "vocab_size": 9 }
4
Python
4
9c19aff7c7561e3a82978a272ecdaad40dda5c00
operations.py
203,882
2
13
proj_version
https://github.com/django/django.git
Refs #33476 -- Reformatted code with Black.
18
0
50,571
8
3
9
def build_pattern(): #bare = set() for module, replace in list(MAPPING.items()): for old_attr, new_attr in list(replace.items()): LOOKUP[(module, old_attr)] = new_attr #bare.add(module) #bare.add(old_attr) #yield % (module, module) yield % (m...
python3.10.4/Lib/lib2to3/fixes/fix_renames.py
104
XX-Net
{ "docstring": "\n # import_name< 'import' (module=%r\n # | dotted_as_names< any* module=%r any* >) >\n # \n import_from< 'from' module_name=%r 'import'\n ( attr_name=%r | import_as_name< attr_name=%r 'as' any >) >\n ...
37
Python
24
8198943edd73a363c266633e1aa5b2a9e9c9f526
fix_renames.py
218,720
11
60
build_pattern
https://github.com/XX-net/XX-Net.git
add python 3.10.4 for windows
122
0
55,450
12
1
5
def close_tilt_position(self) -> PowerviewShadeMove: return PowerviewShadeMove(self._shade.close_position_tilt, {})
homeassistant/components/hunterdouglas_powerview/cover.py
34
core
{ "docstring": "Return the close tilt position and required additional positions.", "language": "en", "n_whitespaces": 8, "n_words": 9, "vocab_size": 9 }
7
Python
7
3ab294e8efc00c9f3cda2993318bb582ba675f8c
cover.py
288,765
3
20
close_tilt_position
https://github.com/home-assistant/core.git
Powerview refactor prep for all shade types (#79862)
21
0
87,917
9
1
2
def starts(self): return self["starts"]
packages/python/plotly/plotly/graph_objs/_streamtube.py
22
plotly.py
{ "docstring": "\n The 'starts' property is an instance of Starts\n that may be specified as:\n - An instance of :class:`plotly.graph_objs.streamtube.Starts`\n - A dict of string/value properties that will be passed\n to the Starts constructor\n\n Supported dict p...
4
Python
4
43e3a4011080911901176aab919c0ecf5046ddd3
_streamtube.py
228,263
2
11
starts
https://github.com/plotly/plotly.py.git
switch to black .22
18
0
59,936
7
1
6
def normalization(channels, swish=0.0): return GroupNorm32(num_channels=channels, num_groups=32, swish=swish) ## go
src/diffusers/models/unet_ldm.py
40
diffusers
{ "docstring": "\n Make a standard normalization layer, with an optional swish activation.\n\n :param channels: number of input channels. :return: an nn.Module for normalization.\n ", "language": "en", "n_whitespaces": 31, "n_words": 21, "vocab_size": 20 }
9
Python
9
4261c3aadfc23ee5b123b80ab7d8680a013acb66
unet_ldm.py
335,461
2
27
normalization
https://github.com/huggingface/diffusers.git
Make style
14
0
120,765
8
1
6
def check_override(object, parentclass, attribute): return getattr(type(object), attribute) == getattr(parentclass, attribute)
freqtrade/resolvers/strategy_resolver.py
42
freqtrade
{ "docstring": "\n Checks if a object overrides the parent class attribute.\n ", "language": "en", "n_whitespaces": 16, "n_words": 9, "vocab_size": 9 }
10
Python
9
fe62a71f4c621aa06cfbda1f2aec19ab01062ebd
strategy_resolver.py
149,120
2
27
check_override
https://github.com/freqtrade/freqtrade.git
Simplify implementation of "check_override" by extracting it to function
16
0
34,371
10
3
9
def get_cost_centers(filters): order_by = "" if filters.get("budget_against") == "Cost Center": order_by = "order by lft" if filters.get("budget_against") in ["Cost Center", "Project"]: return frappe.db.sql_list( .format( tab=filters.get("budget_against"), order_by=order_by ), filters.get("company"...
erpnext/accounts/report/budget_variance_report/budget_variance_report.py
168
erpnext
{ "docstring": "\n\t\t\t\tselect\n\t\t\t\t\tname\n\t\t\t\tfrom\n\t\t\t\t\t`tab{tab}`\n\t\t\t\twhere\n\t\t\t\t\tcompany = %s\n\t\t\t\t{order_by}\n\t\t\t\n\t\t\t\tselect\n\t\t\t\t\tname\n\t\t\t\tfrom\n\t\t\t\t\t`tab{tab}`\n\t\t\t", "language": "en", "n_whitespaces": 2, "n_words": 13, "vocab_size": 9 }
44
Python
34
494bd9ef78313436f0424b918f200dab8fc7c20b
budget_variance_report.py
65,181
30
91
get_cost_centers
https://github.com/frappe/erpnext.git
style: format code with black
27
0
13,819
16
4
11
def paginator_number(cl, i): if i == cl.paginator.ELLIPSIS: return format_html("{} ", cl.paginator.ELLIPSIS) elif i == cl.page_num: return format_html('<span class="this-page">{}</span> ', i) else: return format_html( '<a href="{}"{}>{}</a> ', cl.get_quer...
django/contrib/admin/templatetags/admin_list.py
128
django
{ "docstring": "\n Generate an individual page index link in a paginated list.\n ", "language": "en", "n_whitespaces": 17, "n_words": 10, "vocab_size": 10 }
38
Python
30
9c19aff7c7561e3a82978a272ecdaad40dda5c00
admin_list.py
203,487
12
78
paginator_number
https://github.com/django/django.git
Refs #33476 -- Reformatted code with Black.
122
0
50,406
16
1
27
def test_deepspeed_multigpu_single_file(tmpdir): model = BoringModel() checkpoint_path = os.path.join(tmpdir, "model.pt") trainer = Trainer(default_root_dir=tmpdir, fast_dev_run=True) trainer.fit(model) trainer.save_checkpoint(checkpoint_path) trainer = Trainer( default_root_dir=tm...
tests/strategies/test_deepspeed_strategy.py
270
lightning
{ "docstring": "Test to ensure that DeepSpeed loads from a single file checkpoint.", "language": "en", "n_whitespaces": 10, "n_words": 11, "vocab_size": 11 }
64
Python
41
650c710efacd633fa283955145342bb64063c883
test_deepspeed_strategy.py
241,567
25
175
test_deepspeed_multigpu_single_file
https://github.com/Lightning-AI/lightning.git
Rename training plugin test files & names to strategy (#11303)
167
0
69,594
12
3
23
def test_f2py_only(capfd, retreal_f77, monkeypatch): foutl = get_io_paths(retreal_f77, mname="test") ipath = foutl.finp toskip = "t0 t4 t8 sd s8 s4" tokeep = "td s0" monkeypatch.setattr( sys, "argv", f'f2py {ipath} -m test only: {tokeep}'.split()) with util.switchdir(ipath....
numpy/f2py/tests/test_f2py2e.py
183
numpy
{ "docstring": "Test that functions can be kept by only:\n CLI :: only:\n ", "language": "en", "n_whitespaces": 17, "n_words": 11, "vocab_size": 10 }
69
Python
60
729ad4f92420231e2a7009b3223c6c7620b8b808
test_f2py2e.py
160,134
17
98
test_f2py_only
https://github.com/numpy/numpy.git
TST: Initialize f2py2e tests of the F2PY CLI (#20668) Increases F2PY coverage by around 15 percent. For the CLI itself it covers the major features (around 70 percent), with the exception of mostly numpy.distutils stuff. More importantly, sets the groundwork for #20056, in that passing the same testsuite should ind...
184
0
38,506
13
4
10
def _is_all_dates(self) -> bool: if needs_i8_conversion(self.dtype): return True elif self.dtype != _dtype_obj: # TODO(ExtensionIndex): 3rd party EA might override? # Note: this includes IntervalIndex, even when the left/right # contain datetime...
pandas/core/indexes/base.py
76
pandas
{ "docstring": "\n Whether or not the index values only consist of dates.\n ", "language": "en", "n_whitespaces": 25, "n_words": 10, "vocab_size": 10 }
40
Python
33
06dac44e91bb099319fa6c421df8111b189d26a6
base.py
164,487
11
44
_is_all_dates
https://github.com/pandas-dev/pandas.git
CLN: Index methods incorrectly assuming object dtype (#45767)
142
0
39,562
10
1
4
def copy(self) -> Animation: return deepcopy(self) # Methods for interpolation, the mean of an Animation # TODO: stop using alpha as parameter name in different meanings.
manim/animation/animation.py
26
manim
{ "docstring": "Create a copy of the animation.\n\n Returns\n -------\n Animation\n A copy of ``self``\n ", "language": "en", "n_whitespaces": 52, "n_words": 13, "vocab_size": 11 }
26
Python
25
daf23c9d1031b12d9c119b8f6b7e60727d7f9242
animation.py
189,517
9
13
copy
https://github.com/ManimCommunity/manim.git
Upgraded typehints (#2429) * Future Annotations * Delete template_twitter_post.py * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-commit.ci * Apply sugge...
46
0
46,111
7
1
14
def test_change_one_time_keys(self) -> None: local_user = "@boris:" + self.hs.hostname device_id = "xyz" keys = { "alg1:k1": "key1", "alg2:k2": {"key": "key2", "signatures": {"k1": "sig1"}}, "alg2:k3": {"key": "key3"}, } res = self.g...
tests/handlers/test_e2e_keys.py
407
synapse
{ "docstring": "attempts to change one-time-keys should be rejected", "language": "en", "n_whitespaces": 6, "n_words": 7, "vocab_size": 7 }
124
Python
61
5dd949bee6158a8b651db9f2ae417a62c8184bfd
test_e2e_keys.py
247,617
49
229
test_change_one_time_keys
https://github.com/matrix-org/synapse.git
Add type hints to some tests/handlers files. (#12224)
680
0
71,783
18
3
10
def __call__(self, *other): rv = Cycle(*other) for k, v in zip(list(self.keys()), [rv[self[k]] for k in self.keys()]): rv[k] = v return rv
sympy/combinatorics/permutations.py
93
sympy
{ "docstring": "Return product of cycles processed from R to L.\n\n Examples\n ========\n\n >>> from sympy.combinatorics import Cycle\n >>> Cycle(1, 2)(2, 3)\n (1 3 2)\n\n An instance of a Cycle will automatically parse list-like\n objects and Permutations that are on ...
21
Python
16
498015021131af4dbb07eb110e5badaba8250c7b
permutations.py
196,180
5
59
__call__
https://github.com/sympy/sympy.git
Updated import locations
60
0
47,680
11
1
6
async def test_default_discovery_abort_on_new_unique_flow(hass, manager): mock_integration(hass, MockModule("comp")) mock_entity_platform(hass, "config_flow.comp", None)
tests/test_config_entries.py
45
core
{ "docstring": "Test that a flow using default discovery is aborted when a second flow with unique ID is created.", "language": "en", "n_whitespaces": 17, "n_words": 18, "vocab_size": 15 }
9
Python
9
7cd68381f1d4f58930ffd631dfbfc7159d459832
test_config_entries.py
316,438
21
165
test_default_discovery_abort_on_new_unique_flow
https://github.com/home-assistant/core.git
Search/replace RESULT_TYPE_* by FlowResultType enum (#74642)
18
0
115,016
10
3
10
def _get_roles_path(self): roles_path = context.CLIARGS['roles_path'] if context.CLIARGS['basedir'] is not None: subdir = os.path.join(context.CLIARGS['basedir'], "roles") if os.path.isdir(subdir): roles_path = (subdir,) + roles_path roles_pat...
lib/ansible/cli/doc.py
126
ansible
{ "docstring": "\n Add any 'roles' subdir in playbook dir to the roles search path.\n And as a last resort, add the playbook dir itself. Order being:\n - 'roles' subdir of playbook dir\n - DEFAULT_ROLES_PATH (default in cliargs)\n - playbook dir (basedir)\n NOTE: ...
28
Python
18
29b5eb6ba9fb652ddd8dd06cdd8f2e80e2098063
doc.py
266,511
8
75
_get_roles_path
https://github.com/ansible/ansible.git
updated metadata dump to do full docs dump (#76170) * minor refactor in other options by pushing common code into functions * consolidate coll_filter * more normalizing loader * dont pass plugin_loader, its global import * Also dump roles and collections * adjusted tests to new err msg * disable namespace...
104
0
78,449
12
6
20
def compile_sample(self, batch_size, samples=None, images=None, masks=None): num_images = self._config.get("preview_images", 14) num_images = min(batch_size, num_images) if batch_size is not None else num_images retval = {} for side in ("a", "b"): logger.debug("Compi...
plugins/train/trainer/_base.py
225
faceswap
{ "docstring": " Compile the preview samples for display.\n\n Parameters\n ----------\n batch_size: int\n The requested batch size for each training iterations\n samples: dict, optional\n Dictionary for side \"a\", \"b\" of :class:`numpy.ndarray`. The sample images th...
74
Python
48
c1512fd41d86ef47a5d1ce618d6d755ef7cbacdf
_base.py
100,396
13
153
compile_sample
https://github.com/deepfakes/faceswap.git
Update code to support Tensorflow versions up to 2.8 (#1213) * Update maximum tf version in setup + requirements * - bump max version of tf version in launcher - standardise tf version check * update keras get_custom_objects for tf>2.6 * bugfix: force black text in GUI file dialogs (linux) * dssim loss -...
225
0
19,880
11
1
19
def test_delete_alias_admin(self): # Create an alias from a different user. self._create_alias(self.test_user) # Delete the user's alias as the admin. result = self.get_success( self.handler.delete_association( create_requester(self.admin_user), self...
tests/handlers/test_directory.py
117
synapse
{ "docstring": "A server admin can delete an alias created by another user.", "language": "en", "n_whitespaces": 10, "n_words": 11, "vocab_size": 11 }
39
Python
31
02d708568b476f2f7716000b35c0adfa4cbd31b3
test_directory.py
246,741
12
72
test_delete_alias_admin
https://github.com/matrix-org/synapse.git
Replace assertEquals and friends with non-deprecated versions. (#12092)
168
0
71,337
13
6
16
def _validate_resource_path(path): invalid = ( os.path.pardir in path.split(posixpath.sep) or posixpath.isabs(path) or ntpath.isabs(path) ) if not invalid: return msg = "Use of .. or absolute path in a resource path is not allowed...
.venv/lib/python3.8/site-packages/pip/_vendor/pkg_resources/__init__.py
151
transferlearning
{ "docstring": "\n Validate the resource paths according to the docs.\n https://setuptools.readthedocs.io/en/latest/pkg_resources.html#basic-resource-access\n\n >>> warned = getfixture('recwarn')\n >>> warnings.simplefilter('always')\n >>> vrp = NullProvider._validate_resource_path\...
69
Python
48
f638f5d0e6c8ebed0e69a6584bc7f003ec646580
__init__.py
63,033
16
87
_validate_resource_path
https://github.com/jindongwang/transferlearning.git
upd; format
234
0
13,106
13
5
10
def _round(self, places, rounding): if places <= 0: raise ValueError("argument should be at least 1 in _round") if self._is_special or not self: return Decimal(self) ans = self._rescale(self.adjusted()+1-places, rounding) # it can happen that the rescale ...
python3.10.4/Lib/_pydecimal.py
141
XX-Net
{ "docstring": "Round a nonzero, nonspecial Decimal to a fixed number of\n significant figures, using the given rounding mode.\n\n Infinities, NaNs and zeros are returned unaltered.\n\n This operation is quiet: it raises no flags, and uses no\n information from the context.\n\n ", ...
82
Python
66
8198943edd73a363c266633e1aa5b2a9e9c9f526
_pydecimal.py
219,783
9
84
_round
https://github.com/XX-net/XX-Net.git
add python 3.10.4 for windows
185
0
55,798
14
1
5
def exterior_angle(self): return 2*S.Pi/self._n
sympy/geometry/polygon.py
28
sympy
{ "docstring": "Measure of the exterior angles.\n\n Returns\n =======\n\n exterior_angle : number\n\n See Also\n ========\n\n sympy.geometry.line.LinearEntity.angle_between\n\n Examples\n ========\n\n >>> from sympy import RegularPolygon, Point\n >...
4
Python
4
498015021131af4dbb07eb110e5badaba8250c7b
polygon.py
196,294
2
16
exterior_angle
https://github.com/sympy/sympy.git
Updated import locations
18
0
47,794
8
1
24
def test_context_for_resolved_crash_rate_alert(self): status = TriggerStatus.RESOLVED incident = self.create_incident() alert_rule = self.create_alert_rule( aggregate="percentage(sessions_crashed, sessions) AS _crash_rate_alert_aggregate", threshold_type=AlertRul...
tests/sentry/incidents/test_action_handlers.py
168
sentry
{ "docstring": "\n Test that ensures the resolved notification contains the correct threshold string\n ", "language": "en", "n_whitespaces": 26, "n_words": 11, "vocab_size": 10 }
49
Python
38
146fba432a32568be7d0b884dae0c39a6c33a11f
test_action_handlers.py
96,409
18
102
test_context_for_resolved_crash_rate_alert
https://github.com/getsentry/sentry.git
fix(metric_alerts): Make sure critical triggers resolve properly when no action is set on a warning trigger (#31883) ### Problem If we have an alert set up like: - Warning: 50. Action: None - Critical: 100. Action: Slack Then if we go from critical -> warning state the slack resolve action will fail to fire. ...
195
0
19,309
10
1
6
def test_causal_lm_model_past_with_attn_mask(self): config_and_inputs = self.model_tester.prepare_config_and_inputs() self.model_tester.create_and_check_causal_lm_model_past_with_attn_mask(*config_and_inputs)
templates/adding_a_new_model/cookiecutter-template-{{cookiecutter.modelname}}/test_modeling_tf_{{cookiecutter.lowercase_modelname}}.py
43
transformers
{ "docstring": "Test the causal LM model with `past_key_values` and `attention_mask`", "language": "en", "n_whitespaces": 8, "n_words": 9, "vocab_size": 9 }
6
Python
6
8635407bc724c45142c1f91dbc9ef3ea681e1a56
test_modeling_tf_{{cookiecutter.lowercase_modelname}}.py
35,529
3
24
test_causal_lm_model_past_with_attn_mask
https://github.com/huggingface/transformers.git
Fix tf.concatenate + test past_key_values for TF models (#15774) * fix wrong method name tf.concatenate * add tests related to causal LM / decoder * make style and quality * clean-up * Fix TFBertModel's extended_attention_mask when past_key_values is provided * Fix tests * fix copies * More tf.int...
27
0
6,472
9
4
11
def should_show(self, securitymanager) -> bool: if self.roles: user_roles = {r.name for r in securitymanager.current_user.roles} if not user_roles.intersection(set(self.roles)): return False return True
airflow/www/utils.py
77
airflow
{ "docstring": "Determine if the user should see the message based on their role membership", "language": "en", "n_whitespaces": 12, "n_words": 13, "vocab_size": 12 }
21
Python
19
3e9828022b03b60d9e112f1f64340a528c8407e3
utils.py
44,455
7
48
should_show
https://github.com/apache/airflow.git
Simplify fab has access lookup (#19294) * Use FAB models. * Remove incorrect conversions to new permission naming scheme. * Fix missing FAB renames. * Remove unused FAB compatibility fixes in models.py. * Set perms directly on user objects. * Set perms properties on User model. * Rename missed old na...
79
0
8,273
13