id
int64
20
338k
vocab_size
int64
2
671
ast_levels
int64
4
32
nloc
int64
1
451
n_ast_nodes
int64
12
5.6k
n_identifiers
int64
1
186
n_ast_errors
int64
0
10
n_words
int64
2
2.17k
n_whitespaces
int64
2
13.8k
fun_name
stringlengths
2
73
commit_message
stringlengths
51
15.3k
url
stringlengths
31
59
code
stringlengths
51
31k
ast_errors
stringlengths
0
1.46k
token_counts
int64
6
3.32k
file_name
stringlengths
5
56
language
stringclasses
1 value
path
stringlengths
7
134
commit_id
stringlengths
40
40
repo
stringlengths
3
28
complexity
int64
1
153
259,478
60
10
20
271
27
0
93
270
plot
FEA Add DecisionBoundaryDisplay (#16061) Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com> Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org> Co-authored-by: Loïc Estève <loic.esteve@ymail.com>
https://github.com/scikit-learn/scikit-learn.git
def plot(self, plot_method="contourf", ax=None, xlabel=None, ylabel=None, **kwargs): check_matplotlib_support("DecisionBoundaryDisplay.plot") import matplotlib.pyplot as plt # noqa if plot_method not in ("contourf", "contour", "pcolormesh"): raise ValueError( ...
169
decision_boundary.py
Python
sklearn/inspection/_plot/decision_boundary.py
d400723a2112f15c5d5b4d40dfac2ed8a19cca5c
scikit-learn
9
299,567
6
6
3
22
4
0
6
20
name
Add application credentials platform (#69148) * Initial developer credentials scaffolding - Support websocket list/add/delete - Add developer credentials protocol from yaml config - Handle OAuth credential registration and de-registration - Tests for websocket and integration based registration * Fix pydoc text...
https://github.com/home-assistant/core.git
def name(self) -> str: return self.client_id
12
__init__.py
Python
homeassistant/components/application_credentials/__init__.py
00b5d30e24dccebcc61839be7cf6ca9d87b2a3de
core
1
300,691
9
8
3
45
6
0
9
18
test_timestamp_to_utc
Sync event timed_fired and the context ulid time (#71854)
https://github.com/home-assistant/core.git
def test_timestamp_to_utc(): utc_now = dt_util.utcnow() assert dt_util.utc_to_timestamp(utc_now) == utc_now.timestamp()
25
test_dt.py
Python
tests/util/test_dt.py
ebce5660e3f80ceb95c21d8fe231f792ad0dfd7f
core
1
93,712
29
13
13
167
20
0
31
178
request_hook
ref(Jira): Split Jira Cloud and Jira Server (#37034) * Split Jira Cloud and Jira Server
https://github.com/getsentry/sentry.git
def request_hook(self, method, path, data, params, **kwargs): if "auth" not in kwargs: kwargs["auth"] = OAuth1( client_key=self.credentials["consumer_key"], rsa_key=self.credentials["private_key"], resource_owner_key=self.credentials["access_t...
107
client.py
Python
src/sentry/integrations/jira_server/client.py
2fbf550ec05c8501cbc9eca62e73526e717dcbdf
sentry
2
64,175
16
9
6
77
9
0
19
13
update_product_bundle_rate
refactor: Price fetching and updation logic - fetch price from price list, use item master valuation rate as fallback fo0r packed item - use a item code, item row name map to maintain cumulative price - reset table if item in a row is replaced - loop over items table only to set price, lesser iterations than packed it...
https://github.com/frappe/erpnext.git
def update_product_bundle_rate(parent_items_price, pi_row): key = (pi_row.parent_item, pi_row.parent_detail_docname) rate = parent_items_price.get(key) if not rate: parent_items_price[key] = 0.0 parent_items_price[key] += flt(pi_row.rate)
50
packed_item.py
Python
erpnext/stock/doctype/packed_item/packed_item.py
2f4d266ee132e34d81034321f47a0aca96ee1774
erpnext
2
19,508
22
11
6
96
14
0
22
48
download_file
Code reorg utils into utils module reduces complexity (#4990) * Split apart the massive utils.py into a utils module
https://github.com/pypa/pipenv.git
def download_file(url, filename, max_retries=1): r = _get_requests_session(max_retries).get(url, stream=True) if not r.ok: raise OSError("Unable to download file") with open(filename, "wb") as f: f.write(r.content)
56
internet.py
Python
pipenv/utils/internet.py
3387881a6d4fc2d8bdc0f05c484cb2f7222acfb8
pipenv
2
269,992
21
14
11
81
11
0
24
177
_check_counts
Reformatting the codebase with black. PiperOrigin-RevId: 450093126
https://github.com/keras-team/keras.git
def _check_counts(self, counter, expected_counts): for method_name, expected_count in expected_counts.items(): self.assertEqual( counter.method_counts[method_name], expected_count, msg="For method {}: expected {}, got: {}".format( ...
54
callbacks_test.py
Python
keras/callbacks_test.py
84afc5193d38057e2e2badf9c889ea87d80d8fbf
keras
2
130,577
14
8
22
58
11
0
14
42
to_modin
[CI] Format Python code with Black (#21975) See #21316 and #21311 for the motivation behind these changes.
https://github.com/ray-project/ray.git
def to_modin(self) -> "modin.DataFrame": from modin.distributed.dataframe.pandas.partitions import from_partitions pd_objs = self.to_pandas_refs() return from_partitions(pd_objs, axis=0)
36
dataset.py
Python
python/ray/data/dataset.py
7f1bacc7dc9caf6d0ec042e39499bbf1d9a7d065
ray
1
178,942
31
10
19
112
16
0
32
156
addMacOSCodeSignature
macOS: Add support for specifying signing identity and access to protected resources.
https://github.com/Nuitka/Nuitka.git
def addMacOSCodeSignature(filenames): # Weak signing. identity = getMacOSSigningIdentity() command = [ "codesign", "-s", identity, "--force", "--deep", "--preserve-metadata=entitlements", ] assert type(filenames) is not str command.extend(f...
66
Signing.py
Python
nuitka/utils/Signing.py
51ca460bd8c382cc165cbb1325e7cb65895d1a0b
Nuitka
1
156,127
26
18
15
139
14
0
36
173
functions_of
absolufy-imports - No relative - PEP8 (#8796) Conversation in https://github.com/dask/distributed/issues/5889
https://github.com/dask/dask.git
def functions_of(task): funcs = set() work = [task] sequence_types = {list, tuple} while work: new_work = [] for task in work: if type(task) in sequence_types: if istask(task): funcs.add(unwrap_partial(task[0])) n...
84
optimization.py
Python
dask/optimization.py
cccb9d8d8e33a891396b1275c2448c352ef40c27
dask
5
215,072
38
18
24
286
29
1
50
265
test_minion_module_refresh_beacons_refresh
Fix test cases with PermissionError on /var/cache/salt When running the test cases without root permission, some test cases fail: ``` $ python3 -m pytest -ra tests/pytests/unit/state/test_state_compiler.py tests/pytests/unit/test_minion.py [...] FAILED tests/pytests/unit/state/test_state_compiler.py::test_render_requ...
https://github.com/saltstack/salt.git
def test_minion_module_refresh_beacons_refresh(tmp_path): with patch("salt.minion.Minion.ctx", MagicMock(return_value={})), patch( "salt.utils.process.SignalHandlingProcess.start", MagicMock(return_value=True), ), patch( "salt.utils.process.SignalHandlingProcess.join", Magic...
@pytest.mark.slow_test
164
test_minion.py
Python
tests/pytests/unit/test_minion.py
fae21e4698d9bb45a407345e7dff5ce3b69f799d
salt
2
125,024
6
7
3
23
4
0
6
20
has_batch
[Datasets] [Local Shuffle - 1/N] Add local shuffling option. (#26094) Co-authored-by: Eric Liang <ekhliang@gmail.com> Co-authored-by: matthewdeng <matthew.j.deng@gmail.com> Co-authored-by: Matthew Deng <matt@anyscale.com> Co-authored-by: Richard Liaw <rliaw@berkeley.edu>
https://github.com/ray-project/ray.git
def has_batch(self) -> bool: raise NotImplementedError()
12
batcher.py
Python
python/ray/data/_internal/batcher.py
864af14f410ab12c7553332dd3a62e716f24a667
ray
1
300,189
21
12
12
78
15
0
25
89
test_supported_features
Add ws66i core integration (#56094) * Add ws66i core integration * Remove all ws66i translations * Update ws66i unit tests to meet minimum code coverage * Update ws66i based on @bdraco review * General improvements after 2nd PR review * Disable entities if amp shutoff, set default source names, set 30se...
https://github.com/home-assistant/core.git
async def test_supported_features(hass): await _setup_ws66i(hass, MockWs66i()) state = hass.states.get(ZONE_1_ID) assert ( SUPPORT_VOLUME_MUTE | SUPPORT_VOLUME_SET | SUPPORT_VOLUME_STEP | SUPPORT_TURN_ON | SUPPORT_TURN_OFF | SUPPORT_SELECT_SOURCE ...
46
test_media_player.py
Python
tests/components/ws66i/test_media_player.py
5e737bfe4fbc5a724f5fdf04ea9319c2224cb114
core
1
276,189
25
9
8
122
16
0
26
89
test_trainable_custom_model_false
Reformatting the codebase with black. PiperOrigin-RevId: 450093126
https://github.com/keras-team/keras.git
def test_trainable_custom_model_false(self): # Set all layers to *not* be trainable. model = test_utils.SmallSubclassMLP(1, 4, trainable=False) model.compile(loss="mse", optimizer="rmsprop") self._train_model(model, use_dataset=False) loaded = self._save_and_load(model) ...
74
saved_model_test.py
Python
keras/saving/saved_model/saved_model_test.py
84afc5193d38057e2e2badf9c889ea87d80d8fbf
keras
1
249,238
17
10
15
93
13
0
18
126
test_requester_is_no_admin
Use literals in place of `HTTPStatus` constants in tests (#13479) Replace - `HTTPStatus.NOT_FOUND` - `HTTPStatus.FORBIDDEN` - `HTTPStatus.UNAUTHORIZED` - `HTTPStatus.CONFLICT` - `HTTPStatus.CREATED` Signed-off-by: Dirk Klimpel <dirk@klimpel.org>
https://github.com/matrix-org/synapse.git
def test_requester_is_no_admin(self) -> None: channel = self.make_request( "GET", self.url, access_token=self.other_user_tok, ) self.assertEqual( 403, channel.code, msg=channel.json_body, ) self.as...
59
test_event_reports.py
Python
tests/rest/admin/test_event_reports.py
1595052b2681fb86c1c1b9a6028c1bc0d38a2e4b
synapse
1
256,253
134
15
45
548
46
0
195
628
tokenize_batch_question_answering
Apply black formatting (#2115) * Testing black on ui/ * Applying black on docstores * Add latest docstring and tutorial changes * Create a single GH action for Black and docs to reduce commit noise to the minimum, slightly refactor the OpenAPI action too * Remove comments * Relax constraints on pydoc-ma...
https://github.com/deepset-ai/haystack.git
def tokenize_batch_question_answering(pre_baskets, tokenizer, indices): assert len(indices) == len(pre_baskets) assert tokenizer.is_fast, ( "Processing QA data is only supported with fast tokenizers for now.\n" "Please load Tokenizers with 'use_fast=True' option." ) baskets = [] ...
331
tokenization.py
Python
haystack/modeling/model/tokenization.py
a59bca366174d9c692fa19750c24d65f47660ef7
haystack
8
81,351
22
13
10
102
17
0
27
69
test_activity_stream_related
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...
https://github.com/ansible/awx.git
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...
62
test_activity_stream_serializer.py
Python
awx/main/tests/unit/api/serializers/test_activity_stream_serializer.py
2d310dc4e50c6f7cd298f9fb8af69da258cd9ea6
awx
3
168,320
36
13
11
92
8
0
41
153
_validate_scalar
ENH: Make categories setitem error more readable (#48087)
https://github.com/pandas-dev/pandas.git
def _validate_scalar(self, fill_value): if is_valid_na_for_dtype(fill_value, self.categories.dtype): fill_value = -1 elif fill_value in self.categories: fill_value = self._unbox_scalar(fill_value) else: raise TypeError( "Cannot setite...
52
categorical.py
Python
pandas/core/arrays/categorical.py
06dd5dab93ff4a55377309c0315aa767fdf9937e
pandas
3
153,056
26
10
6
105
16
0
30
79
reduce
REFACTOR-#2656: Update modin to fit algebra (code only) (#3717) Co-authored-by: Yaroslav Igoshev <Poolliver868@mail.ru> Co-authored-by: Vasily Litvinov <vasilij.n.litvinov@intel.com> Co-authored-by: Alexey Prutskov <alexey.prutskov@intel.com> Co-authored-by: Devin Petersohn <devin-petersohn@users.noreply.github.com...
https://github.com/modin-project/modin.git
def reduce(self, func): keys = [partition.get_key() for partition in self.partitions] gpu = self.partitions[0].get_gpu_manager() # FIXME: Method `gpu_manager.reduce_key_list` does not exist. key = gpu.reduce_key_list.remote(keys, func) key = ray.get(key) return ...
66
axis_partition.py
Python
modin/core/execution/ray/implementations/cudf_on_ray/partitioning/axis_partition.py
58bbcc37477866d19c8b092a0e1974a4f0baa586
modin
2
20,189
6
6
3
22
4
0
6
20
site_config_dir
check point progress on only bringing in pip==22.0.4 (#4966) * vendor in pip==22.0.4 * updating vendor packaging version * update pipdeptree to fix pipenv graph with new version of pip. * Vendoring of pip-shims 0.7.0 * Vendoring of requirementslib 1.6.3 * Update pip index safety restrictions patch for p...
https://github.com/pypa/pipenv.git
def site_config_dir(self) -> str: return self.user_config_dir
12
android.py
Python
pipenv/patched/notpip/_vendor/platformdirs/android.py
f3166e673fe8d40277b804d35d77dcdb760fc3b3
pipenv
1
249,299
10
10
17
39
5
0
10
31
test_trace_decorator_async
Allow use of both `@trace` and `@tag_args` stacked on the same function (#13453) ```py @trace @tag_args async def get_oldest_event_ids_with_depth_in_room(...) ... ``` Before this PR, you would see a warning in the logs and the span was not exported: ``` 2022-08-03 19:11:59,383 - synapse.logging.opentracing...
https://github.com/matrix-org/synapse.git
def test_trace_decorator_async(self) -> None: reactor = MemoryReactorClock() with LoggingContext("root context"):
94
test_opentracing.py
Python
tests/logging/test_opentracing.py
1b09b0832ed56bfc994deadb3315755d0c20433b
synapse
2
189,494
99
18
52
612
38
0
182
888
_text2settings
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...
https://github.com/ManimCommunity/manim.git
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) ...
389
text_mobject.py
Python
manim/mobject/svg/text_mobject.py
902e7eb4f0147b5882a613b67467e38a1d47f01e
manim
17
212,626
60
13
23
312
36
0
104
401
update
Docstring changes for all Element.update methods to indicate that the change will not be visible until Window.refresh or Window.read is called
https://github.com/PySimpleGUI/PySimpleGUI.git
def update(self, current_count=None, max=None, bar_color=None, visible=None): if not self._widget_was_created(): # if widget hasn't been created yet, then don't allow return False if self.ParentForm.TKrootDestroyed: return False if visible is False: ...
182
PySimpleGUI.py
Python
PySimpleGUI.py
9c80a060e2463bcf4534d388f48003b538deb64b
PySimpleGUI
9
112,868
16
10
5
80
11
0
18
53
_earlystop_notify_tuner
Support multiple HPO experiments in one process (#4855)
https://github.com/microsoft/nni.git
def _earlystop_notify_tuner(self, data): _logger.debug('Early stop notify tuner data: [%s]', data) data['type'] = MetricType.FINAL data['value'] = dump(data['value']) self.enqueue_command(CommandType.ReportMetricData, data)
46
msg_dispatcher.py
Python
nni/runtime/msg_dispatcher.py
98c1a77f61900d486f46d284c49fb65675dbee6a
nni
1
258,603
21
11
9
104
16
0
25
56
test_feature_agglomeration_feature_names_out
ENH Adds get_feature_names to cluster module (#22255)
https://github.com/scikit-learn/scikit-learn.git
def test_feature_agglomeration_feature_names_out(): X, _ = make_blobs(n_features=6, random_state=0) agglo = FeatureAgglomeration(n_clusters=3) agglo.fit(X) n_clusters = agglo.n_clusters_ names_out = agglo.get_feature_names_out() assert_array_equal( [f"featureagglomeration{i}" for i...
61
test_feature_agglomeration.py
Python
sklearn/cluster/tests/test_feature_agglomeration.py
5219b6f479d79bf201ccbc6210607d6190ebbed4
scikit-learn
2
154,139
70
16
23
273
16
0
147
518
_validate_axes_lengths
FEAT-#4725: Make index and columns lazy in Modin DataFrame (#4726) Co-authored-by: Mahesh Vashishtha <mvashishtha@users.noreply.github.com> Co-authored-by: Yaroslav Igoshev <Poolliver868@mail.ru> Signed-off-by: Vasily Litvinov <fam1ly.n4me@yandex.ru>
https://github.com/modin-project/modin.git
def _validate_axes_lengths(self): if self._row_lengths_cache is not None and len(self.index) > 0: # An empty frame can have 0 rows but a nonempty index. If the frame # does have rows, the number of rows must equal the size of the # index. num_rows = sum(s...
142
dataframe.py
Python
modin/core/dataframe/pandas/dataframe/dataframe.py
adb16a17f721048005520388080627975c6852d8
modin
9
42,592
9
17
3
81
9
0
9
34
load_wiki_q
Support both iso639-3 codes and BCP-47 language tags (#3060) * Add support for iso639-3 language codes * Add support for retired language codes * Move langnames.py to the top-level * Add langcode() function * Add iso639retired dictionary * Improve wrapper functions * Add module docstring with doctest...
https://github.com/nltk/nltk.git
def load_wiki_q(self): with self.open("cldr/tools-cldr-rdf-external-entityToCode.tsv") as fp: self.wiki_q = self.wiki_dict(fp.read().strip().split("\n")[1:])
43
bcp47.py
Python
nltk/corpus/reader/bcp47.py
f019fbedb3d2b6a2e6b58ec1b38db612b106568b
nltk
1
168,252
12
12
13
69
13
0
12
73
_start
PERF cache find_stack_level (#48023) cache stacklevel
https://github.com/pandas-dev/pandas.git
def _start(self) -> int: warnings.warn( self._deprecation_message.format("_start", "start"), FutureWarning, stacklevel=find_stack_level(inspect.currentframe()), ) return self.start
41
range.py
Python
pandas/core/indexes/range.py
2f8d0a36703e81e4dca52ca9fe4f58c910c1b304
pandas
1
168,718
7
10
32
34
7
0
7
13
is_float_dtype
DOC: Remove mention that is_float_dtype is private (#48156)
https://github.com/pandas-dev/pandas.git
def is_float_dtype(arr_or_dtype) -> bool: return _is_dtype_type(arr_or_dtype, classes(np.floating))
20
common.py
Python
pandas/core/dtypes/common.py
6d458eefdf9ae17dceff39471853e4af136ab495
pandas
1
215,754
61
13
31
359
15
0
104
277
acl_create
[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...
https://github.com/saltstack/salt.git
def acl_create(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 ...
196
consul.py
Python
salt/modules/consul.py
fb825aa760fa0585a2c8fdafc6e62be8aec8cecf
salt
8
265,491
8
8
4
40
4
0
9
41
destinations
Fixes #9778: Fix exception during cable deletion after deleting a connected termination
https://github.com/netbox-community/netbox.git
def destinations(self): if not self.is_complete: return [] return self.path_objects[-1]
23
cables.py
Python
netbox/dcim/models/cables.py
367bf25618d1be55c10b7e707101f2759711e855
netbox
2
323,170
11
10
5
43
5
0
12
35
total_processes_number
[Trainer] Add init version of paddlenlp trainer and apply finetune for ernie-1.0 pretraining. (#1761) * add some datasets for finetune. * support fine tune for all tastks. * add trainer prototype. * init verison for paddlenlp trainer. * refine trainer. * update for some details. * support multi-card...
https://github.com/PaddlePaddle/PaddleNLP.git
def total_processes_number(local_rank): if local_rank != -1: import paddle return paddle.distributed.get_world_size() return 1
24
trainer_utils.py
Python
paddlenlp/trainer/trainer_utils.py
44a290e94d1becd1f09fddc3d873f9e19c9d6919
PaddleNLP
2
159,359
6
6
3
26
5
0
6
20
required_components
Add Logistic Regression to our NLU classifiers. (#10650) * added-logistic-regression * added * d0h! gotta copy the imports correctly * run black * black issues fixed * stash * added tolerance hyperparam * added random seed * fixed testing path * ran black * use joblib directly * insura...
https://github.com/RasaHQ/rasa.git
def required_components(cls) -> List[Type]: return [Featurizer]
15
logistic_regression_classifier.py
Python
rasa/nlu/classifiers/logistic_regression_classifier.py
dc762814317ce46873a5226ee09033031a7d3604
rasa
1
247,527
41
13
27
254
23
0
48
241
test_blacklisted_ip_range_whitelisted_ip
Add type hints to `tests/rest`. (#12208) Co-authored-by: Patrick Cloke <clokep@users.noreply.github.com>
https://github.com/matrix-org/synapse.git
def test_blacklisted_ip_range_whitelisted_ip(self) -> None: self.lookups["example.com"] = [(IPv4Address, "1.1.1.1")] channel = self.make_request( "GET", "preview_url?url=http://example.com", shorthand=False, await_result=False, ) ...
149
test_url_preview.py
Python
tests/rest/media/v1/test_url_preview.py
32c828d0f760492711a98b11376e229d795fd1b3
synapse
1
268,038
13
12
4
87
15
1
13
33
serialize
ansible-test - Use more native type hints. (#78435) * ansible-test - Use more native type hints. Simple search and replace to switch from comments to native type hints for return types of functions with no arguments. * ansible-test - Use more native type hints. Conversion of simple single-line function annota...
https://github.com/ansible/ansible.git
def serialize(self) -> t.Tuple[str, t.Dict[str, t.Any]]: name = type(self).__name__[3:].lower() return name, self.__dict__ @dataclasses.dataclass(frozen=True)
@dataclasses.dataclass(frozen=True)
46
python_requirements.py
Python
test/lib/ansible_test/_internal/python_requirements.py
3eb0485dd92c88cc92152d3656d94492db44b183
ansible
1
180,946
5
6
2
18
3
0
5
19
postprocess
Add docs to blocks context postprocessing function (#2332) Co-authored-by: Ian Gonzalez <ian.gl@protonmail.com>
https://github.com/gradio-app/gradio.git
def postprocess(self, y): return y
10
blocks.py
Python
gradio/blocks.py
027bbc0180051076c266bcc43c79918c74e922f4
gradio
1
269,085
28
14
13
120
15
0
38
71
_serialize_function_to_config
Refactor RNN classes such that V2 cells and layers no longer depend on V1 counterparts. V2 GRU and LSTM cells no longer extend their V1 counterpart; instead the inheritance is the other way around. V2 GRU and LSTM layers no longer extend their V1 counterpart; instead the common code was duplicated. V2 cell wrappers an...
https://github.com/keras-team/keras.git
def _serialize_function_to_config(function): if isinstance(function, python_types.LambdaType): output = generic_utils.func_dump(function) output_type = "lambda" module = function.__module__ elif callable(function): output = function.__name__ output_type = "function" module = function.__mo...
65
cell_wrappers.py
Python
keras/layers/rnn/cell_wrappers.py
62aab556c6252e54b9f3ee3fa65243aecd6aea52
keras
3
153,974
9
9
2
40
7
0
9
23
wait_partitions
FIX-#4491: Wait for all partitions in parallel in benchmark mode (#4656) * FIX-#4491: Wait for all partitions in parallel in benchmark mode Signed-off-by: Jonathan Shi <jhshi@ponder.io>
https://github.com/modin-project/modin.git
def wait_partitions(cls, partitions): wait([partition._data for partition in partitions], return_when="ALL_COMPLETED")
24
partition_manager.py
Python
modin/core/execution/dask/implementations/pandas_on_dask/partitioning/partition_manager.py
7a36071c0b00e0392615a0dd9d5c2ddd5f7c0d27
modin
2
155,409
7
8
10
29
5
0
7
13
q1_sql
FEAT-#5223: Execute SQL queries on the HDK backend (#5224) Signed-off-by: Andrey Pavlenko <andrey.a.pavlenko@gmail.com>
https://github.com/modin-project/modin.git
def q1_sql(df): sql = return query(sql, trips=df)
17
nyc-taxi-hdk.py
Python
examples/docker/modin-hdk/nyc-taxi-hdk.py
26e10c2ccc0eb670e61e32f08eacb61ca8414f95
modin
1
138,348
36
11
21
103
13
0
42
198
_get_all_child_nodes
[Serve] Address incremental memory leak due to _PyObjScanner (#31317)
https://github.com/ray-project/ray.git
def _get_all_child_nodes(self) -> List["DAGNode"]: scanner = _PyObjScanner() # we use List instead of Set here, reason explained # in `_get_toplevel_child_nodes`. children = [] for n in scanner.find_nodes( [ self._bound_args, ...
62
dag_node.py
Python
python/ray/dag/dag_node.py
01b19bafb224ddd2b7cc3aef557274ffb38c9c42
ray
3
247,309
9
11
4
69
4
0
10
31
test_bad_alias
Add type hints to `tests/rest/client` (#12108) * Add type hints to `tests/rest/client` * newsfile * fix imports * add `test_account.py` * Remove one type hint in `test_report_event.py` * change `on_create_room` to `async` * update new functions in `test_third_party_rules.py` * Add `test_filter.py`...
https://github.com/matrix-org/synapse.git
def test_bad_alias(self) -> None: self._set_canonical_alias({"alias": "@unknown:test"}, expected_code=400) self._set_canonical_alias({"alt_aliases": ["@unknown:test"]}, expected_code=400)
38
test_rooms.py
Python
tests/rest/client/test_rooms.py
2ffaf30803f93273a4d8a65c9e6c3110c8433488
synapse
1
209,482
65
20
27
384
32
0
107
431
command
Kerberos: documentation + various fixes + demo (#3693) * MS-PAC, more key usage numbers * Properly document Kerberos * Fix command() for lists * More doc, examples, Kerberos AS client * Python 2.7 fix * Add great schema
https://github.com/secdev/scapy.git
def command(self): # type: () -> str f = [] for fn, fv in six.iteritems(self.fields): fld = self.get_field(fn) if isinstance(fv, (list, dict, set)) and len(fv) == 0: continue if isinstance(fv, Packet): fv = fv.command()...
233
packet.py
Python
scapy/packet.py
5a527a90ab3928e86497cd9ab0e5779159cf1244
scapy
14
266,496
9
6
2
17
2
0
9
24
is_content_root
ansible-test - Improve help for unsupported cwd. (#76866) * ansible-test - Improve help for unsupported cwd. * The `--help` option is now available when an unsupported cwd is in use. * The `--help` output now shows the same instructions about cwd as would be shown in error messages if the cwd is unsupported. * Ad...
https://github.com/ansible/ansible.git
def is_content_root(path): # type: (str) -> bool return False
8
unsupported.py
Python
test/lib/ansible_test/_internal/provider/layout/unsupported.py
de5f60e374524de13fe079b52282cd7a9eeabd5f
ansible
1
244,119
78
16
33
510
26
1
123
415
model_scaling
[Feature] Support efficientnet in mmdetection. (#7514) * Initial implementation * Add missing import * Add MemoryEfficientSwishImplementation. Add docstrings * Add efficientnet2mmdet tool * Add config folder * Flake8 * Flake8 * Flake8 * Fix config * Requested changes * docformatter * U...
https://github.com/open-mmlab/mmdetection.git
def model_scaling(layer_setting, arch_setting): # scale width new_layer_setting = copy.deepcopy(layer_setting) for layer_cfg in new_layer_setting: for block_cfg in layer_cfg: block_cfg[1] = make_divisible(block_cfg[1] * arch_setting[0], 8) # scale depth split_layer_setting ...
@BACKBONES.register_module()
325
efficientnet.py
Python
mmdet/models/backbones/efficientnet.py
3f0f2a059743593fd07b629c261b609bd9a767e6
mmdetection
13
126,957
43
14
28
300
32
0
66
404
test_dqn_compilation
[RLlib] Move learning_starts logic from buffers into `training_step()`. (#26032)
https://github.com/ray-project/ray.git
def test_dqn_compilation(self): num_iterations = 1 config = ( dqn.dqn.DQNConfig() .rollouts(num_rollout_workers=2) .training(num_steps_sampled_before_learning_starts=0) ) for _ in framework_iterator(config, with_eager_tracing=True): ...
181
test_dqn.py
Python
rllib/algorithms/dqn/tests/test_dqn.py
0dceddb912ed92286032b5563dd2e541a8a7031f
ray
4
256,077
22
15
9
142
15
0
30
75
get_dependency_links
Introduce readonly DCDocumentStore (without labels support) (#1991) * minimal DCDocumentStore * support filters * implement get_documents_by_id * handle not existing documents * add docstrings * auth added * add tests * generate docs * Add latest docstring and tutorial changes * add response...
https://github.com/deepset-ai/haystack.git
def get_dependency_links(filename): with open(filename) as file: parsed_requirements = file.read().splitlines() dependency_links = list() for line in parsed_requirements: line = line.strip() if line.startswith('--find-links'): dependency_links.append(line.split('=')[...
66
setup.py
Python
setup.py
8a32d8da92e4548e308bc971910e94bedb320029
haystack
3
299,314
18
13
10
97
16
0
18
93
cleanup
Skip invalid segments in stream recorder (#70896) * Skip segment if duration is None * Copy segments deque before passing to thread
https://github.com/home-assistant/core.git
def cleanup(self) -> None: _LOGGER.debug("Starting recorder worker thread") thread = threading.Thread( name="recorder_save_worker", target=recorder_save_worker, args=(self.video_path, self._segments.copy()), ) thread.start() super().c...
57
recorder.py
Python
homeassistant/components/stream/recorder.py
9281f46bcd9b76e88f9e490f16c6677f8b5ca738
core
1
113,152
29
7
9
41
6
0
34
55
evaluate
[Compression] lightning & legacy evaluator - step 1 (#4950)
https://github.com/microsoft/nni.git
def evaluate(self) -> float | None | Tuple[float, Any] | Tuple[None, Any]: # Note that the first item of the returned value will be used as the default metric used by NNI. raise NotImplementedError
26
evaluator.py
Python
nni/algorithms/compression/v2/pytorch/utils/evaluator.py
5a3d82e842906dc8f695fafe52434fde781615be
nni
1
306,790
13
8
5
43
8
0
13
32
test_convert_from_cubic_meters
Refactor distance, speed and volume utils (#77952) * Refactor distance util * Fix bmw connected drive tests * Adjust here travel time tests * Adjust waze travel time tests * Adjust test_distance * Adjust rounding values * Adjust more tests * Adjust volume conversions * Add tests
https://github.com/home-assistant/core.git
def test_convert_from_cubic_meters(): cubic_meters = 5 assert volume_util.convert( cubic_meters, VOLUME_CUBIC_METERS, VOLUME_CUBIC_FEET ) == pytest.approx(176.5733335)
28
test_volume.py
Python
tests/util/test_volume.py
9490771a8737892a7a86afd866a3520b836779fd
core
1
319,215
41
13
13
108
16
0
49
115
scan_file_for_seperating_barcodes
add first tests for barcode reader Signed-off-by: florian on nixos (Florian Brandes) <florian.brandes@posteo.de>
https://github.com/paperless-ngx/paperless-ngx.git
def scan_file_for_seperating_barcodes(filepath) -> list: seperator_page_numbers = [ ] # use a temporary directory in case the file os too big to handle in memory with tempfile.TemporaryDirectory() as path: pages_from_path = convert_from_path(filepath, output_folder=path) for current_pag...
62
tasks.py
Python
src/documents/tasks.py
76e43bcb89dc96f18c966fab273f439f7efe2e12
paperless-ngx
3
139,700
25
12
14
61
3
0
26
172
get_invalid_runtime_envs
[Serve] Add deployment graph `import_path` and `runtime_env` to `ServeApplicationSchema` (#24814) A newly planned version of the Serve schema (used in the REST API and CLI) requires the user to pass in their deployment graph's`import_path` and optionally a runtime_env containing that graph. This new schema can then pi...
https://github.com/ray-project/ray.git
def get_invalid_runtime_envs() -> List[Dict]: return [ # Local URIs in working_dir and py_modules { "working_dir": ".", "py_modules": [ "/Desktop/my_project", ( "https://github.com/shrekris-anyscale/" ...
31
test_schema.py
Python
python/ray/serve/tests/test_schema.py
3a2bd16ecae15d6e26585c32c113dcfe7469ccd7
ray
1
20,795
14
9
7
74
7
0
23
73
elapsed
check point progress on only bringing in pip==22.0.4 (#4966) * vendor in pip==22.0.4 * updating vendor packaging version * update pipdeptree to fix pipenv graph with new version of pip. * Vendoring of pip-shims 0.7.0 * Vendoring of requirementslib 1.6.3 * Update pip index safety restrictions patch for p...
https://github.com/pypa/pipenv.git
def elapsed(self) -> Optional[float]: if self.start_time is None: return None if self.stop_time is not None: return self.stop_time - self.start_time return self.get_time() - self.start_time
46
progress.py
Python
pipenv/patched/notpip/_vendor/rich/progress.py
f3166e673fe8d40277b804d35d77dcdb760fc3b3
pipenv
3
37,512
8
9
2
33
5
0
8
14
custom_tokenizers
Update all require decorators to use skipUnless when possible (#16999)
https://github.com/huggingface/transformers.git
def custom_tokenizers(test_case): return unittest.skipUnless(_run_custom_tokenizers, "test of custom tokenizers")(test_case)
18
testing_utils.py
Python
src/transformers/testing_utils.py
57e6464ac9a31156f1c93e59107323e6ec01309e
transformers
1
257,821
55
18
24
210
20
0
78
232
to_dict
refactor: improve support for dataclasses (#3142) * refactor: improve support for dataclasses * refactor: refactor class init * refactor: remove unused import * refactor: testing 3.7 diffs * refactor: checking meta where is Optional * refactor: reverting some changes on 3.7 * refactor: remove unused ...
https://github.com/deepset-ai/haystack.git
def to_dict(self, field_map={}) -> Dict: inv_field_map = {v: k for k, v in field_map.items()} _doc: Dict[str, str] = {} for k, v in self.__dict__.items(): # Exclude internal fields (Pydantic, ...) fields from the conversion process if k.startswith("__"): ...
130
schema.py
Python
haystack/schema.py
621e1af74c9c7d04b79ca5f5826ddcc06e1237f0
haystack
8
250,081
24
11
8
138
11
0
27
90
test_shutdown
Require types in tests.storage. (#14646) Adds missing type hints to `tests.storage` package and does not allow untyped definitions.
https://github.com/matrix-org/synapse.git
def test_shutdown(self) -> None: # Acquire two locks lock = self.get_success(self.store.try_acquire_lock("name", "key1")) self.assertIsNotNone(lock) lock2 = self.get_success(self.store.try_acquire_lock("name", "key2")) self.assertIsNotNone(lock2) # Now call the ...
79
test_lock.py
Python
tests/storage/databases/main/test_lock.py
3ac412b4e2f8c5ba11dc962b8a9d871c1efdce9b
synapse
1
153,672
114
14
37
515
55
1
176
366
test_export_unaligned_at_chunks
FEAT-#4244: Implement dataframe exchange protocol for OmniSci (#4269) Co-authored-by: Yaroslav Igoshev <Poolliver868@mail.ru> Co-authored-by: Vasily Litvinov <vasilij.n.litvinov@intel.com> Signed-off-by: Dmitry Chigarev <dmitry.chigarev@intel.com>
https://github.com/modin-project/modin.git
def test_export_unaligned_at_chunks(data_has_nulls): # Modin DataFrame constructor can't process PyArrow's category when using `from_arrow`, so exclude it data = get_data_of_all_types(has_nulls=data_has_nulls, exclude_dtypes=["category"]) pd_df = pandas.DataFrame(data) # divide columns in 3 groups:...
@pytest.mark.parametrize("data_has_nulls", [True, False])
310
test_protocol.py
Python
modin/test/exchange/dataframe_protocol/omnisci/test_protocol.py
0c1a2129df64cf45bf1ff49c8ed92c510fdb1c82
modin
9
13,596
137
14
85
469
16
0
291
854
mixin_pod_runtime_args_parser
refactor: inject dependencies at contruction with runtime args (#5418) Co-authored-by: Joan Fontanals <joan.martinez@jina.ai> Co-authored-by: Jina Dev Bot <dev-bot@jina.ai>
https://github.com/jina-ai/jina.git
def mixin_pod_runtime_args_parser(arg_group, pod_type='worker'): port_description = ( 'The port for input data to bind to, default is a random port between [49152, 65535]. ' 'In the case of an external Executor (`--external` or `external=True`) this can be a list of ports, separated by commas. ...
283
pod.py
Python
jina/parsers/orchestrate/pod.py
beecc7863e5a6b2580a0e1f10095253549279614
jina
2
158,210
31
12
6
116
16
0
35
60
evaluate_loss
[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...
https://github.com/d2l-ai/d2l-zh.git
def evaluate_loss(net, data_iter, loss): metric = d2l.Accumulator(2) # Sum of losses, no. of examples for X, y in data_iter: l = loss(net(X), y) metric.add(d2l.reduce_sum(l), d2l.size(l)) return metric[0] / metric[1] DATA_HUB = dict() DATA_URL = 'http://d2l-data.s3-accelerate.amazonaw...
64
mxnet.py
Python
d2l/mxnet.py
b64b41d8c1ac23c43f7a4e3f9f6339d6f0012ab2
d2l-zh
2
224,448
7
6
2
22
5
0
7
21
on_template_context
Move plugin events docs into source code + refactor * Create real (no-op) methods for each event in the base class. * Refactor event dispatcher to not check for methods' existence, instead just call them. * Move documentation from Markdown into docstrings of these methods. * Activate the 'mkdocstrings' plugin. * Use '...
https://github.com/mkdocs/mkdocs.git
def on_template_context(self, context, template_name, config): return context
14
plugins.py
Python
mkdocs/plugins.py
f79b34d174e41084391868e7b503f5c61b8b1bdf
mkdocs
1
174,578
46
16
15
177
24
0
55
119
_create_runnable_pip
Speed up build environment creation Instead of creating a zip file from the current pip's sources, add the current copy of pip, to the build environment's interpreter's import system using `sys.meta_path`. This avoids the overhead of creating the zipfile, allows us to use the current pip's sources as-is, meaningfully ...
https://github.com/pypa/pip.git
def _create_runnable_pip() -> Generator[str, None, None]: source = pathlib.Path(pip_location).resolve().parent # Return the current instance if `source` is not a directory. It likely # means that this copy of pip is already standalone. if not source.is_dir(): yield str(source) retu...
100
build_env.py
Python
src/pip/_internal/build_env.py
d36bd5a96e50c4beee10eb283e4e15688e0d0eb6
pip
2
104,411
7
10
2
46
6
0
7
21
from_pandas
Update docs to new frontend/UI (#3690) * WIP: update docs to new UI * make style * Rm unused * inject_arrow_table_documentation __annotations__ * hasattr(arrow_table_method, "__annotations__") * Update task_template.rst * Codeblock PT-TF-SPLIT * Convert loading scripts * Convert docs to mdx ...
https://github.com/huggingface/datasets.git
def from_pandas(cls, *args, **kwargs): return cls(pa.Table.from_pandas(*args, **kwargs))
28
table.py
Python
src/datasets/table.py
e35be138148333078284b942ccc9ed7b1d826f97
datasets
1
36,547
26
10
10
136
19
1
35
117
serving_output
Add TF implementation of GPT-J (#15623) * Initial commit * Add TFGPTJModel * Fix a forward pass * Add TFGPTJCausalLM * Add TFGPTJForSequenceClassification * Add TFGPTJForQuestionAnswering * Fix docs * Deal with TF dynamic shapes * Add Loss parents to models * Adjust split and merge heads to ...
https://github.com/huggingface/transformers.git
def serving_output(self, output): pkv = tf.convert_to_tensor(output.past_key_values) if self.config.use_cache else None hs = tf.convert_to_tensor(output.hidden_states) if self.config.output_hidden_states else None attns = tf.convert_to_tensor(output.attentions) if self.config.output_attentions e...
@add_start_docstrings( """ The GPT-J Model transformer with a language modeling head on top. """, GPTJ_START_DOCSTRING, )
83
modeling_tf_gptj.py
Python
src/transformers/models/gptj/modeling_tf_gptj.py
ed2ee373d07aa8fd3f97e5f9fac9649511cf46fd
transformers
4
288,892
23
11
13
106
14
0
26
85
test_migrate_unique_id
Migrate HomeKit Controller to use stable identifiers (#80064)
https://github.com/home-assistant/core.git
async def test_migrate_unique_id(hass, utcnow): entity_registry = er.async_get(hass) aid = get_next_aid() cover_entry = entity_registry.async_get_or_create( "cover", "homekit_controller", f"homekit-00:00:00:00:00:00-{aid}-8", ) await setup_test_component(hass, create_gar...
58
test_cover.py
Python
tests/components/homekit_controller/test_cover.py
f23b1750e85f07091eb896a0b12b8f95e5646338
core
1
95,082
45
12
16
134
12
0
48
226
test_failure_rate_without_transactions
feat(performance): Update performance queries to use generic_metrics dataset [TET-227] (#37855) If I get a use case id = Performance, I should route to generic_metrics, whereas if I get use case id=RELEASE_HEALTH, I should route to metrics. Note for reviewer: Also i've migrated tests to use `self.store_metric` i...
https://github.com/getsentry/sentry.git
def test_failure_rate_without_transactions(self): # Not sending buckets means no project is created automatically. We need # a project without transaction data, so create one: self.project response = self.get_success_response( self.organization.slug, fie...
76
test_organization_metric_data.py
Python
tests/sentry/api/endpoints/test_organization_metric_data.py
91bbcc1795642a02e1e5ba29558c01fe55e2fa26
sentry
1
176,434
16
10
6
88
12
0
19
37
test_tutte_polynomial_disjoint_C5
Add Tutte polynomial (#5265) Add a new polynomial module to algorithms for characteristic polynomials. Adds the Tutte polynomial, which is computed and ultimate represented as a sympy expression. Co-authored-by: Dan Schult <dschult@colgate.edu> Co-authored-by: Ross Barnowski <rossbar@berkeley.edu>
https://github.com/networkx/networkx.git
def test_tutte_polynomial_disjoint_C5(): g = nx.cycle_graph(5) t_g = nx.tutte_polynomial(g) h = nx.disjoint_union(g, g) t_h = nx.tutte_polynomial(h) assert sympy.simplify(t_g * t_g).equals(t_h)
53
test_polynomials.py
Python
networkx/algorithms/tests/test_polynomials.py
f11068c0115ede0c7b631f771c10be7efd0b950b
networkx
1
101,260
74
14
24
298
30
0
110
374
copy
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
https://github.com/deepfakes/faceswap.git
def copy(self, frame_index, direction): logger.debug("frame: %s, direction: %s", frame_index, direction) faces = self._faces_at_frame_index(frame_index) frames_with_faces = [idx for idx, faces in enumerate(self._detected_faces.current_faces) if len(faces) > ...
187
detected_faces.py
Python
tools/manual/detected_faces.py
5e73437be47f2410439a3c6716de96354e6a0c94
faceswap
11
189,043
10
10
7
56
5
0
10
43
chdir
add flake8-quotes plugin Signed-off-by: Giampaolo Rodola <g.rodola@gmail.com>
https://github.com/giampaolo/psutil.git
def chdir(dirname): curdir = os.getcwd() try: os.chdir(dirname) yield finally: os.chdir(curdir)
30
__init__.py
Python
psutil/tests/__init__.py
ddea4072684561fc8fe754a7f2baf0cc6a787c33
psutil
2
245,720
8
8
3
30
5
0
9
30
encode
[Refactor] Refactor anchor head and base head with boxlist (#8625) * Refactor anchor head * Update * Update * Update * Add a series of boxes tools * Fix box type to support n x box_dim boxes * revert box type changes * Add docstring * refactor retina_head * Update * Update * Fix commen...
https://github.com/open-mmlab/mmdetection.git
def encode(self, bboxes, gt_bboxes): gt_bboxes = get_box_tensor(gt_bboxes) return gt_bboxes
18
pseudo_bbox_coder.py
Python
mmdet/models/task_modules/coders/pseudo_bbox_coder.py
d915740fa8228cf57741b27d9e5d66e358456b8e
mmdetection
1
125,487
7
10
6
47
7
0
7
21
name
[Datasets] Automatically cast tensor columns when building Pandas blocks. (#26684) This PR tries to automatically cast tensor columns to our TensorArray extension type when building Pandas blocks, logging a warning and falling back to the opaque object-typed column if the cast fails. This should allow users to remain ...
https://github.com/ray-project/ray.git
def name(self) -> str: return f"{type(self).__name__}(shape={self._shape}, dtype={self._dtype})"
11
pandas.py
Python
python/ray/air/util/tensor_extensions/pandas.py
0c139914bbb3e3557f13738b5f3f9fe8d2d428b4
ray
1
166,957
53
9
7
126
13
0
66
96
np_dtype_to_arrays
DOC: Added docstrings to fixtures defined in array module (#47211)
https://github.com/pandas-dev/pandas.git
def np_dtype_to_arrays(any_real_numpy_dtype): np_dtype = np.dtype(any_real_numpy_dtype) pa_type = pa.from_numpy_dtype(np_dtype) # None ensures the creation of a bitmask buffer. pa_array = pa.array([0, 1, 2, None], type=pa_type) # Since masked Arrow buffer slots are not required to contain a sp...
84
test_arrow_compat.py
Python
pandas/tests/arrays/masked/test_arrow_compat.py
89be1f053b695c4ce1c0569f737caf3f03c12128
pandas
1
142,458
23
11
6
79
10
0
24
70
was_current_actor_reconstructed
[api] Annotate as public / move ray-core APIs to _private and add enforcement rule (#25695) Enable checking of the ray core module, excluding serve, workflows, and tune, in ./ci/lint/check_api_annotations.py. This required moving many files to ray._private and associated fixes.
https://github.com/ray-project/ray.git
def was_current_actor_reconstructed(self): assert ( not self.actor_id.is_nil() ), "This method should't be called inside Ray tasks." actor_info = ray._private.state.actors(self.actor_id.hex()) return actor_info and actor_info["NumRestarts"] != 0
46
runtime_context.py
Python
python/ray/runtime_context.py
43aa2299e6623c8f8c7c4a1b80133459d0aa68b0
ray
2
36,152
36
9
3
64
10
1
40
59
_set_gradient_checkpointing
Visual Attention Network (VAN) (#16027) * encoder works * addded files * norm in stage * convertion script * tests * fix copies * make fix-copies * fixed __init__ * make fix-copies * fix * shapiro test needed * make fix-copie * minor changes * make style + quality * minor refa...
https://github.com/huggingface/transformers.git
def _set_gradient_checkpointing(self, module, value=False): if isinstance(module, VanModel): module.gradient_checkpointing = value VAN_START_DOCSTRING = r VAN_INPUTS_DOCSTRING = r @add_start_docstrings( "The bare VAN model outputting raw features without any specific head on top. Note, VAN ...
@add_start_docstrings( "The bare VAN model outputting raw features without any specific head on top. Note, VAN does not have an embedding layer.", VAN_START_DOCSTRING, )
24
modeling_van.py
Python
src/transformers/models/van/modeling_van.py
0a057201a96565df29984d716f660fd8d634329a
transformers
2
291,719
6
6
2
20
3
0
6
12
aiohttp_server
Upgrade pytest-aiohttp (#82475) * Upgrade pytest-aiohttp * Make sure executors, tasks and timers are closed Some test will trigger warnings on garbage collect, these warnings spills over into next test. Some test trigger tasks that raise errors on shutdown, these spill over into next test. This is to mim...
https://github.com/home-assistant/core.git
def aiohttp_server(event_loop, aiohttp_server, socket_enabled): return aiohttp_server
12
test_camera.py
Python
tests/components/motioneye/test_camera.py
c576a68d336bc91fd82c299d9b3e5dfdc1c14960
core
1
141,293
13
6
9
30
7
0
13
34
to_config
[RLlib] Introduce basic connectors library. (#25311)
https://github.com/ray-project/ray.git
def to_config(self) -> Tuple[str, List[Any]]: # Must implement by each connector. return NotImplementedError
18
connector.py
Python
rllib/connectors/connector.py
9b65d5535df7fcdfb5cb8fd7ad90c328eb1f1aed
ray
1
259,994
32
16
11
164
14
0
37
106
test_iforest
TST use global_random_seed in sklearn/ensemble/tests/test_iforest.py (#22901) Co-authored-by: jeremie du boisberranger <jeremiedbb@yahoo.fr> Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com> Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
https://github.com/scikit-learn/scikit-learn.git
def test_iforest(global_random_seed): X_train = np.array([[0, 1], [1, 2]]) X_test = np.array([[2, 1], [1, 1]]) grid = ParameterGrid( {"n_estimators": [3], "max_samples": [0.5, 1.0, 3], "bootstrap": [True, False]} ) with ignore_warnings(): for params in grid: Isolat...
109
test_iforest.py
Python
sklearn/ensemble/tests/test_iforest.py
6ca1f5e4d0d16bc9a7f28582079a15e14f012719
scikit-learn
2
280,071
33
13
12
103
12
0
40
151
clone_model
Move serialization-related logic in utils/generic_utils.py to saving/legacy/serialization.py. PiperOrigin-RevId: 479688207
https://github.com/keras-team/keras.git
def clone_model(model, input_tensors=None, clone_function=None): with serialization.DisableSharedObjectScope(): if clone_function is None: clone_function = _clone_layer if isinstance(model, Sequential): return _clone_sequential_model( model, input_tensor...
65
cloning.py
Python
keras/models/cloning.py
c269e3cd8fed713fb54d2971319df0bfe6e1bf10
keras
3
189,882
13
8
10
44
7
0
13
34
get_end_anchors
Fix vm.get_end_anchors() docstring (#2755) Co-authored-by: Benjamin Hackl <devel@benjamin-hackl.at>
https://github.com/ManimCommunity/manim.git
def get_end_anchors(self) -> np.ndarray: nppcc = self.n_points_per_cubic_curve return self.points[nppcc - 1 :: nppcc]
26
vectorized_mobject.py
Python
manim/mobject/types/vectorized_mobject.py
e8124bb95609237e53f0be3e7dd208e3e2dfd255
manim
1
266,730
34
11
11
126
23
0
40
91
command_coverage_analyze_targets_expand
ansible-test - Code cleanup and refactoring. (#77169) * Remove unnecessary PyCharm ignores. * Ignore intentional undefined attribute usage. * Add missing type hints. Fix existing type hints. * Fix docstrings and comments. * Use function to register completion handler. * Pass strings to display functions. * Fix C...
https://github.com/ansible/ansible.git
def command_coverage_analyze_targets_expand(args): # type: (CoverageAnalyzeTargetsExpandConfig) -> None host_state = prepare_profiles(args) # coverage analyze targets expand if args.delegate: raise Delegate(host_state=host_state) covered_targets, covered_path_arcs, covered_path_lines = read...
81
expand.py
Python
test/lib/ansible_test/_internal/commands/coverage/analyze/targets/expand.py
a06fa496d3f837cca3c437ab6e9858525633d147
ansible
3
272,366
11
10
4
73
10
0
12
40
test_scale_none
Reformatting the codebase with black. PiperOrigin-RevId: 450093126
https://github.com/keras-team/keras.git
def test_scale_none(self): attention_layer = keras.layers.Attention() attention_layer.build(input_shape=([1, 1, 1], [1, 1, 1])) self.assertIsNone(attention_layer.scale)
47
attention_test.py
Python
keras/layers/attention/attention_test.py
84afc5193d38057e2e2badf9c889ea87d80d8fbf
keras
1
132,220
9
8
4
39
7
0
9
41
__call__
[CI] Format Python code with Black (#21975) See #21316 and #21311 for the motivation behind these changes.
https://github.com/ray-project/ray.git
def __call__(self, env): return self.after_iteration( env.model, env.iteration, env.evaluation_result_list )
25
xgboost.py
Python
python/ray/tune/integration/xgboost.py
7f1bacc7dc9caf6d0ec042e39499bbf1d9a7d065
ray
1
194,668
18
8
4
50
9
0
21
33
test_kivy_log_mode_marker_on
Support KivyLogMode environment variable for logging testing (#7971) * Support KivyLogMode for logging testing Also: Remove unused imports. Remove Python 2 only code Run through Black to canonicalize formatting * Undo formatting changes Undo black.
https://github.com/kivy/kivy.git
def test_kivy_log_mode_marker_on(): from kivy.logger import previous_stderr assert sys.stderr == previous_stderr, "Kivy.logging override stderr" assert logging.root.parent is None, "Kivy.logging override root logger"
29
test_logger.py
Python
kivy/tests/test_logger.py
2d9755ad8a82ba0777299cbc1666bed25278db94
kivy
1
22,285
26
12
14
143
12
0
43
125
which_pip
Remove other spots that did not use the internal pip version to exectue pipenv commands.
https://github.com/pypa/pipenv.git
def which_pip(project): location = None if "VIRTUAL_ENV" in os.environ: location = os.environ["VIRTUAL_ENV"] pip = project._which("python", location=location) if pip: return pip if not pip: for p in ("pip", "pip3", "pip2"): where = system_which(p) ...
83
core.py
Python
pipenv/core.py
374b670afb206c6e1ae9b2edd27c244dae5d296a
pipenv
6
154,654
21
11
7
69
9
0
24
93
__getattr__
REFACTOR-#5026: Change exception names to simplify grepping (#5027) Signed-off-by: Myachev <anatoly.myachev@intel.com>
https://github.com/modin-project/modin.git
def __getattr__(self, key): try: return object.__getattribute__(self, key) except AttributeError as err: if key not in _ATTRS_NO_LOOKUP and key in self.index: return self[key] raise err
43
series.py
Python
modin/pandas/series.py
0a2c0de4451f7e2e8f337a9478d7595473aa348e
modin
4
102,230
149
16
42
502
40
0
250
584
broadcast_object_list
Prevent sum overflow in broadcast_object_list (#70605) Summary: Pull Request resolved: https://github.com/pytorch/pytorch/pull/70605 broadcast_object_list casted the sum of all object lengths to int from long causing overflows. Test Plan: Add a Tensor with >2GB storage requirement (in distributed_test.py) to object...
https://github.com/pytorch/pytorch.git
def broadcast_object_list(object_list, src=0, group=None, device=None): if _rank_not_in_group(group): _warn_not_in_group("broadcast_object_list") return my_rank = get_rank() # Serialize object_list elements to tensors on src rank. if my_rank == src: tensor_list, size_list =...
301
distributed_c10d.py
Python
torch/distributed/distributed_c10d.py
e1e43c4e710389a3fcf54cd7f3537336e21d3ae5
pytorch
14
160,501
7
7
2
35
6
1
7
12
inner
DIC: Misc RST reformatting. This contains various RST reformatting. One, moving `(C)` one line up, is specific to a bug in tree-sitter-rst that mis parses this section. Another is adding one black line for a similar reason where `..` is seen as section underline by tree-sitter-rst. This is some shuffling of section ...
https://github.com/numpy/numpy.git
def inner(a, b): return (a, b) @array_function_from_c_func_and_dispatcher(_multiarray_umath.where)
@array_function_from_c_func_and_dispatcher(_multiarray_umath.where)
14
multiarray.py
Python
numpy/core/multiarray.py
84eeca630ec9c5bf580bc456035c87d8591c1389
numpy
1
179,282
25
10
8
90
9
0
31
64
resize_and_crop
Format The Codebase - black formatting - isort formatting
https://github.com/gradio-app/gradio.git
def resize_and_crop(img, size, crop_type="center"): if crop_type == "top": center = (0, 0) elif crop_type == "center": center = (0.5, 0.5) else: raise ValueError return ImageOps.fit(img, size, centering=center) ################## # Audio ##################
57
processing_utils.py
Python
gradio/processing_utils.py
cc0cff893f9d7d472788adc2510c123967b384fe
gradio
3
92,536
20
13
12
107
17
0
20
128
update_snuba_subscription
feat(mep): Restructure how we determine entity subscription for alerts (#36605) Previously we mapped a specific `EntityKey` to all `EntitySubscription` classes. As part of introducing metric based performance alerts, we want to have the `EntitySubscription` determine the specific entity that the subscription will ru...
https://github.com/getsentry/sentry.git
def update_snuba_subscription(subscription, old_query_type, old_dataset): with transaction.atomic(): subscription.update(status=QuerySubscription.Status.UPDATING.value) update_subscription_in_snuba.apply_async( kwargs={ "query_subscription_id": subscription.id, ...
65
subscriptions.py
Python
src/sentry/snuba/subscriptions.py
06885ee7284a274d02a9dc1f6a0348c8edc07184
sentry
1
118,531
17
9
8
98
15
1
22
49
experimental_set_query_params
Rename and refactor `Report` machinery (#4141) This refactor renames (almost) everything related to the outdated "report" concept with more precise concepts that we use throughout our code, primarily "script run", "session", and "app".
https://github.com/streamlit/streamlit.git
def experimental_set_query_params(**query_params): ctx = _get_script_run_ctx() if ctx is None: return ctx.query_string = _parse.urlencode(query_params, doseq=True) msg = _ForwardMsg_pb2.ForwardMsg() msg.page_info_changed.query_string = ctx.query_string ctx.enqueue(msg) @_contextli...
@_contextlib.contextmanager
54
__init__.py
Python
lib/streamlit/__init__.py
704eab3478cf69847825b23dabf15813a8ac9fa2
streamlit
2
9,928
5
8
3
40
5
0
5
26
replace_docs
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 ...
https://github.com/jina-ai/jina.git
def replace_docs(request, docs): request.docs.clear() request.docs.extend(docs)
23
data_request_handler.py
Python
jina/peapods/runtimes/request_handlers/data_request_handler.py
933415bfa1f9eb89f935037014dfed816eb9815d
jina
1
261,647
49
12
32
273
23
0
76
233
test_learning_curve_display_plot_kwargs
FEA add LearningCurveDisplay to show plot learning curve (#24084) Co-authored-by: jeremie du boisberranger <jeremiedbb@yahoo.fr> Co-authored-by: Arturo Amor <86408019+ArturoAmorQ@users.noreply.github.com>
https://github.com/scikit-learn/scikit-learn.git
def test_learning_curve_display_plot_kwargs(pyplot, data): X, y = data estimator = DecisionTreeClassifier(random_state=0) train_sizes = [0.3, 0.6, 0.9] std_display_style = "fill_between" line_kw = {"color": "red"} fill_between_kw = {"color": "red", "alpha": 1.0} display = LearningCurve...
188
test_plot.py
Python
sklearn/model_selection/tests/test_plot.py
758fe0d9c72ba343097003e7992c9239e58bfc63
scikit-learn
1
132,079
34
12
18
203
16
0
39
121
trial
[CI] Format Python code with Black (#21975) See #21316 and #21311 for the motivation behind these changes.
https://github.com/ray-project/ray.git
def trial(request): job_id = request.GET.get("job_id") trial_id = request.GET.get("trial_id") recent_trials = TrialRecord.objects.filter(job_id=job_id).order_by("-start_time") recent_results = ResultRecord.objects.filter(trial_id=trial_id).order_by("-date")[ 0:2000 ] current_trial =...
118
view.py
Python
python/ray/tune/automlboard/frontend/view.py
7f1bacc7dc9caf6d0ec042e39499bbf1d9a7d065
ray
1
256,613
16
10
4
78
12
1
18
29
delete_feedback
Add `DELETE /feedback` for testing and make the label's id generate server-side (#2159) * Add DELETE /feedback for testing and make the ID generate server-side * Make sure to delete only user generated labels * Reduce fixture scope, was too broad * Make test a bit more generic Co-authored-by: github-action...
https://github.com/deepset-ai/haystack.git
def delete_feedback(): all_labels = DOCUMENT_STORE.get_all_labels() user_label_ids = [label.id for label in all_labels if label.origin == "user-feedback"] DOCUMENT_STORE.delete_labels(ids=user_label_ids) @router.post("/eval-feedback")
@router.post("/eval-feedback")
37
feedback.py
Python
rest_api/controller/feedback.py
be8f50c9e3de4e264b3f345f5f4b9c9ec518ed08
haystack
3
118,728
15
11
5
86
10
0
19
62
bar_chart
Replace static apps with live Cloud apps (#4317) Co-authored-by: kajarenc <kajarenc@gmail.com>
https://github.com/streamlit/streamlit.git
def bar_chart(self, data=None, width=0, height=0, use_container_width=True): if _use_arrow(): return self.dg._arrow_bar_chart(data, width, height, use_container_width) else: return self.dg._legacy_bar_chart(data, width, height, use_container_width)
59
dataframe_selector.py
Python
lib/streamlit/elements/dataframe_selector.py
72703b38029f9358a0ec7ca5ed875a6b438ece19
streamlit
2
189,797
2
6
4
13
2
0
2
5
test_animate_with_changed_custom_attribute
Improved handling of attributes when using the ``.animate`` syntax (#2665) * apply all methods to original mobject after finishing _MethodBuilder animation * added test to check whether custom attributes are changed * [pre-commit.ci] auto fixes from pre-commit.com hooks for more information, see https://pre-c...
https://github.com/ManimCommunity/manim.git
def test_animate_with_changed_custom_attribute(using_temp_config):
21
test_play_logic.py
Python
tests/test_scene_rendering/test_play_logic.py
b6311098df07c87f3c3991a3aa95847721c202d3
manim
1
176,348
36
11
8
128
17
0
42
92
_lg_directed
MAINT: Remove unnecessary helper functions, use inbuilt methods for line graph generator (#5327) * MAINT: Remove unnecessary helper functions, use inbuilt methods * Use multigraph key to create node, add tests for multi(di)graphs
https://github.com/networkx/networkx.git
def _lg_directed(G, create_using=None): L = nx.empty_graph(0, create_using, default=G.__class__) # Create a graph specific edge function. get_edges = partial(G.edges, keys=True) if G.is_multigraph() else G.edges for from_node in get_edges(): # from_node is: (u,v) or (u,v,key) L.ad...
82
line.py
Python
networkx/generators/line.py
e308b80f17264b89acf8defe185c71c6656d5105
networkx
4
296,150
13
10
5
49
6
0
14
46
state
Improve typing of deCONZ alarm control panel (#69680) * Improve typing of deCONZ alarm control panel * Fix review comments
https://github.com/home-assistant/core.git
def state(self) -> str | None: if self._device.panel in DECONZ_TO_ALARM_STATE: return DECONZ_TO_ALARM_STATE[self._device.panel] return None
30
alarm_control_panel.py
Python
homeassistant/components/deconz/alarm_control_panel.py
81a55703bfa9d285cd4c9b38c337dc08f3a6bc4b
core
2
287,765
6
7
3
29
5
0
6
20
supported_channels
Clean up Speech-to-text integration and add tests (#79012)
https://github.com/home-assistant/core.git
def supported_channels(self) -> list[AudioChannels]: return [AudioChannels.CHANNEL_MONO]
17
test_init.py
Python
tests/components/stt/test_init.py
57746642349a3ca62959de4447a4eb5963a84ae1
core
1
181,631
20
10
8
136
15
0
26
50
test_FeatureSetSelector_5
Revert "Deployed 7ccda9a with MkDocs version: 1.3.0" This reverts commit bd9629c40e01241766197119b581a99409b07068.
https://github.com/EpistasisLab/tpot.git
def test_FeatureSetSelector_5(): ds = FeatureSetSelector(subset_list="tests/subset_test.csv", sel_subset=0) ds.fit(test_X, y=None) transformed_X = ds.transform(test_X) assert transformed_X.shape[0] == test_X.shape[0] assert transformed_X.shape[1] != test_X.shape[1] assert transformed_X.sha...
88
feature_set_selector_tests.py
Python
tests/feature_set_selector_tests.py
388616b6247ca4ea8de4e2f340d6206aee523541
tpot
1
68,837
31
18
34
157
19
0
39
25
get_mode_of_payments
refactor: DB independent quoting and truthy/falsy values (#31358) * refactor: DB independent quoting and truthy/falsy values * style: reformat to black spec * fix: ifnull -> coalesce * fix: coalesce -> Coalesce * fix: revert pypika comparison * refactor: convert queries to QB * fix: incorrect value t...
https://github.com/frappe/erpnext.git
def get_mode_of_payments(filters): mode_of_payments = {} invoice_list = get_invoices(filters) invoice_list_names = ",".join("'" + invoice["name"] + "'" for invoice in invoice_list) if invoice_list: inv_mop = frappe.db.sql( .format( invoice_list_names=invoice_list_names ), as_dict=1, ) for d in in...
93
sales_payment_summary.py
Python
erpnext/accounts/report/sales_payment_summary/sales_payment_summary.py
74a782d81d8f8c4a4d9214a9c06377e5e6e464dd
erpnext
4
111,232
28
12
16
165
14
0
33
100
to_bytes
Fix entity linker batching (#9669) * Partial fix of entity linker batching * Add import * Better name * Add `use_gold_ents` option, docs * Change to v2, create stub v1, update docs etc. * Fix error type Honestly no idea what the right type to use here is. ConfigValidationError seems wrong. Maybe a N...
https://github.com/explosion/spaCy.git
def to_bytes(self, *, exclude=tuple()): self._validate_serialization_attrs() serialize = {} if hasattr(self, "cfg") and self.cfg is not None: serialize["cfg"] = lambda: srsly.json_dumps(self.cfg) serialize["vocab"] = lambda: self.vocab.to_bytes(exclude=exclude) ...
99
entity_linker.py
Python
spacy/pipeline/legacy/entity_linker.py
91acc3ea75d219ad07ed2b106e7b8bdcb01516dd
spaCy
3