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
309,437
11
9
5
38
6
0
11
43
is_on
Add support for setting RGB and RGBW values for Twinkly lights (#62337) * Change library to ttls * Add rgbw support * Add client session to config flow * Fix config flow * Adjust tests 1 * Fix more tests * Fix last tests * Add new tests * Update test for coverage * Update test for coverage 2...
https://github.com/home-assistant/core.git
async def is_on(self) -> bool: if self.is_offline: raise ClientConnectionError() return self.state
21
__init__.py
Python
tests/components/twinkly/__init__.py
49a32c398c2b094975a0b8abe3ce356948c911bd
core
2
130,358
16
10
7
84
12
0
18
71
stop_instances
[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 stop_instances(self, instance_ids, stopped_mode="StopCharging"): request = StopInstancesRequest() request.set_InstanceIds(instance_ids) request.set_StoppedMode(stopped_mode) response = self._send_request(request) if response is None: logging.error("stop_i...
48
utils.py
Python
python/ray/autoscaler/_private/aliyun/utils.py
7f1bacc7dc9caf6d0ec042e39499bbf1d9a7d065
ray
2
105,945
8
9
2
36
5
0
8
14
_version_tuple_to_str
Make `Version` hashable (#5238) * Make Version hashable * Remove Version.match (unused method)
https://github.com/huggingface/datasets.git
def _version_tuple_to_str(version_tuple): return ".".join(str(v) for v in version_tuple)
20
version.py
Python
src/datasets/utils/version.py
bde7504fbafa9a0cc9ae847ed55aafd4c0dbc9de
datasets
2
249,805
28
10
19
178
13
0
48
205
test_medium_does_not_exist
Add an Admin API endpoint for looking up users based on 3PID (#14405)
https://github.com/matrix-org/synapse.git
def test_medium_does_not_exist(self) -> None: # test for unknown medium url = "/_synapse/admin/v1/threepid/publickey/users/unknown-key" channel = self.make_request( "GET", url, access_token=self.admin_user_tok, ) self.assertEqual(404...
110
test_user.py
Python
tests/rest/admin/test_user.py
a3623af74e0af0d2f6cbd37b47dc54a1acd314d5
synapse
1
188,426
78
13
21
220
24
0
112
323
authenticate
Fix rbac (#7699) * perf: 优化 suggesstion * perf: 修改 migrations * feat: 添加OIDC认证逻辑 * perf: 修改 backend * perf: 优化认证backends * perf: 优化认证backends * perf: 优化CAS认证, 用户多域名进行访问时回调到各自域名 Co-authored-by: ibuler <ibuler@qq.com>
https://github.com/jumpserver/jumpserver.git
def authenticate(request=None, **credentials): username = credentials.get('username') for backend, backend_path in _get_backends(return_tuples=True): # 预先检查,不浪费认证时间 if not backend.username_can_authenticate(username): continue # 原生 backend_signature = inspect.si...
125
mixins.py
Python
apps/authentication/mixins.py
edfca5eb2486c2f006257723ffeda6f56b170170
jumpserver
7
191,410
53
9
11
124
7
0
97
139
test_document_lookup
Harrison/add react chain (#24) from https://arxiv.org/abs/2210.03629 still need to think if docstore abstraction makes sense
https://github.com/hwchase17/langchain.git
def test_document_lookup() -> None: page = Document(page_content=_PAGE_CONTENT) # Start with lookup on "LangChain". output = page.lookup("LangChain") assert output == "(Result 1/2) This is a page about LangChain." # Now switch to looking up "framework". output = page.lookup("framework") ...
63
test_document.py
Python
tests/unit_tests/docstore/test_document.py
ce7b14b84381c766ae42a0f71953b2a56c024dbb
langchain
1
259,900
93
12
10
434
23
1
147
564
test_fetch_openml_inactive
ENH improve ARFF parser using pandas (#21938) Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com> Co-authored-by: Olivier Grisel <olivier.grisel@gmail.com> Co-authored-by: Adrin Jalali <adrin.jalali@gmail.com>
https://github.com/scikit-learn/scikit-learn.git
def test_fetch_openml_inactive(monkeypatch, gzip_response, dataset_params): data_id = 40675 _monkey_patch_webbased_functions(monkeypatch, data_id, gzip_response) msg = "Version 1 of dataset glass2 is inactive," with pytest.warns(UserWarning, match=msg): glass2 = fetch_openml( ca...
@pytest.mark.parametrize("gzip_response", [True, False]) @pytest.mark.parametrize( "data_id, params, err_type, err_msg", [ (40675, {"name": "glass2"}, ValueError, "No active dataset glass2 found"), ( 61, {"data_id": 61, "target_column": ["sepalwidth", "class"]}, ...
76
test_openml.py
Python
sklearn/datasets/tests/test_openml.py
a47d569e670fd4102af37c3165c9b1ddf6fd3005
scikit-learn
1
211,327
40
14
13
223
20
0
67
126
choose_best_pointorder_fit_another
Refactor rbox (#6704) * refactor rbox * modify the code of save results * fix some problem * add .gitignore in dataset/dota * fix test anno path
https://github.com/PaddlePaddle/PaddleDetection.git
def choose_best_pointorder_fit_another(poly1, poly2): x1, y1, x2, y2, x3, y3, x4, y4 = poly1 combinate = [ np.array([x1, y1, x2, y2, x3, y3, x4, y4]), np.array([x2, y2, x3, y3, x4, y4, x1, y1]), np.array([x3, y3, x4, y4, x1, y1, x2, y2]), np.array([x4, y4, x1, y1, x2, y2, x3...
168
slicebase.py
Python
configs/rotate/tools/slicebase.py
e55e41945d42db787a0f7c557d53d06a6b24536b
PaddleDetection
2
158,396
44
12
15
197
22
0
54
114
train_batch_ch13
[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 train_batch_ch13(net, X, y, loss, trainer, devices): if isinstance(X, list): # Required for BERT fine-tuning (to be covered later) X = [x.to(devices[0]) for x in X] else: X = X.to(devices[0]) y = y.to(devices[0]) net.train() trainer.zero_grad() pred = net(X) ...
124
torch.py
Python
d2l/torch.py
b64b41d8c1ac23c43f7a4e3f9f6339d6f0012ab2
d2l-zh
3
86,689
78
19
52
436
53
0
92
672
__fetch_randomly_sampled_transactions
feat(dynamic-sampling): Improve empty transaction breakdown message [TET-338] (#39539) This PR add new attribute parentProjectBreakdown to /api/0/projects/<organization_slug>/<project_slug>/dynamic-sampling/distribution/ api: ``` { "projectBreakdown": null, "sampleSize": 0, "startTimestamp": null, "end...
https://github.com/getsentry/sentry.git
def __fetch_randomly_sampled_transactions(self, project, query, sample_size, query_time_range): sampling_factor = self.__generate_transactions_sampling_factor( project=project, query=query, sample_size=sample_size, query_time_range=query_time_range, ...
275
project_dynamic_sampling.py
Python
src/sentry/api/endpoints/project_dynamic_sampling.py
ceee9dfd8d6fed70d34546e7b46ebb7bf1d49745
sentry
1
247,315
43
15
42
412
15
0
69
500
test_search_filter_not_labels
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_search_filter_not_labels(self) -> None: request_data = json.dumps( { "search_categories": { "room_events": { "search_term": "label", "filter": self.FILTER_NOT_LABELS, } ...
236
test_rooms.py
Python
tests/rest/client/test_rooms.py
2ffaf30803f93273a4d8a65c9e6c3110c8433488
synapse
2
271,596
71
13
14
89
9
0
87
274
_assert_weights_created
Reformatting the codebase with black. PiperOrigin-RevId: 450093126
https://github.com/keras-team/keras.git
def _assert_weights_created(self): if self.dynamic: return if ( "build" in self.__class__.__dict__ and self.__class__ != Model and not self.built ): # For any model that has customized build() method but hasn't # b...
43
training.py
Python
keras/engine/training.py
84afc5193d38057e2e2badf9c889ea87d80d8fbf
keras
5
47,758
10
6
28
44
10
0
12
33
_iter_all_mapped_downstreams
Ensure TaskMap only checks "relevant" dependencies (#23053) When looking for "mapped dependants" of a task, we only want a task if it not only is a direct downstream of the task, but also it actually "uses" the task's pushed XCom for task mapping. So we need to peek into the mapped downstream task's expansion kwarg...
https://github.com/apache/airflow.git
def _iter_all_mapped_downstreams(self) -> Iterator["MappedOperator"]: from airflow.models.mappedoperator import MappedOperator from airflow.utils.task_group import TaskGroup
82
taskmixin.py
Python
airflow/models/taskmixin.py
197cff3194e855b9207c3c0da8ae093a0d5dda55
airflow
6
245,836
12
11
3
41
7
0
12
37
_forward
[Feature] Support training detection models in detectron2 (#8672) * [Feature]Support using mmengine to train detectron2 * update * del unnecessary comments * minor fix * minor fix * Support mask rcnn and retinanet * minor fix * minor fix * minor fix * minor fix * minor fix * minor fix ...
https://github.com/open-mmlab/mmdetection.git
def _forward(self, *args, **kwargs): raise NotImplementedError( f'`_forward` is not implemented in {self.__class__.__name__}')
18
d2_wrapper.py
Python
mmdet/models/detectors/d2_wrapper.py
9c1b26726eebe4a196d213249dc22e8017761fab
mmdetection
1
188,886
242
17
100
940
48
0
464
2,148
get_bookmark_data
Automated upgrade of code to python 3.7+ Done by https://github.com/asottile/pyupgrade Consists mainly of moving string formatting to f-strings and removing encoding declarations
https://github.com/kovidgoyal/calibre.git
def get_bookmark_data(self): user_notes = {} self.timestamp = os.path.getmtime(self.path) cursor = self.db_connection.cursor() book_query_values = (self.contentId,) kepub_chapter_query = ( 'SELECT c.ContentID, c.BookTitle, c.Title, c.VolumeIndex, c.___NumPa...
518
bookmark.py
Python
src/calibre/devices/kobo/bookmark.py
eb78a761a99ac20a6364f85e12059fec6517d890
calibre
17
177,015
40
13
12
183
22
0
57
177
assert_lca_dicts_same
Naive lowest common ancestor implementation (#5736) * Add naive lca methods * Naive algorithm implementation for LCA * Modify naive lca functions * Correct parameters of nx.ancestors * Update lowest_common_ancestors.py * Parametrize tests * Apply suggestions from code review Co-authored-by: Dan Sc...
https://github.com/networkx/networkx.git
def assert_lca_dicts_same(self, d1, d2, G=None): if G is None: G = self.DG root_distance = self.root_distance else: roots = [n for n, deg in G.in_degree if deg == 0] assert len(roots) == 1 root_distance = nx.shortest_path_length(G, sou...
124
test_lowest_common_ancestors.py
Python
networkx/algorithms/tests/test_lowest_common_ancestors.py
b2f91c34a23058dd70b41784af0d87890216026a
networkx
6
14,007
9
6
12
38
7
0
9
16
stream
refactor: make server link to gateway so that custom gateway can inherit (#5526)
https://github.com/jina-ai/jina.git
async def stream(self, request_iterator, context=None, *args, **kwargs) -> AsyncIterator['Request']:
50
gateway.py
Python
jina/serve/runtimes/gateway/grpc/gateway.py
f854d5ddc10f6d4392a7da8722482463af56be9b
jina
2
68,196
47
14
21
225
19
0
72
51
get_actual_start_end_datetime_of_shift
refactor: consider timeslots in `get_employee_shift`
https://github.com/frappe/erpnext.git
def get_actual_start_end_datetime_of_shift(employee, for_datetime, consider_default_shift=False): actual_shift_start = actual_shift_end = shift_details = None shift_timings_as_per_timestamp = get_employee_shift_timings(employee, for_datetime, consider_default_shift) timestamp_list = [] for shift in shift_timings...
145
shift_assignment.py
Python
erpnext/hr/doctype/shift_assignment/shift_assignment.py
625a9f69f592be8c50c9b1bd1a16e0b7b9157988
erpnext
9
286,290
25
14
7
130
12
0
41
76
get_last_time_market_was_open
[SDK] Allow silencing verbose output in commands that use stocks/load (#3180) * remove verbose on load * Revert implementation of the verbosity setting in stocks controller * Edit docstrings to comply with pydocstyle linting rules * Fix typos in variable names and help text * Add verbosity setting to forex...
https://github.com/OpenBB-finance/OpenBBTerminal.git
def get_last_time_market_was_open(dt): # Check if it is a weekend if dt.date().weekday() > 4: dt = get_last_time_market_was_open(dt - timedelta(hours=24)) # Check if it is a holiday if dt.strftime("%Y-%m-%d") in us_holidays(): dt = get_last_time_market_was_open(dt - timedelta(hours...
77
helper_funcs.py
Python
openbb_terminal/helper_funcs.py
47549cbd9f52a436c06b040fda5b88a7d2bf700a
OpenBBTerminal
3
32,820
7
8
5
48
5
0
12
27
_patch_hf_hub_tqdm
Use new huggingface_hub tools for download models (#18438) * Draft new cached_file * Initial draft for config and model * Small fixes * Fix first batch of tests * Look in cache when internet is down * Fix last tests * Bad black, not fixing all quality errors * Make diff less * Implement change ...
https://github.com/huggingface/transformers.git
def _patch_hf_hub_tqdm(): old_tqdm = huggingface_hub.file_download.tqdm huggingface_hub.file_download.tqdm = tqdm yield huggingface_hub.file_download.tqdm = old_tqdm
27
hub.py
Python
src/transformers/utils/hub.py
5cd40323684c183c30b34758aea1e877996a7ac9
transformers
1
85,460
39
11
9
158
16
1
54
95
test_spanner_indexer_implementation_bulk_insert_twice_gives_same_result
feat(indexer-spanner): Implementation of core api's (#37802) Implementation of all the api's of `RawCloudSpannerIndexer`. The `bulk_record` implementation uses DML instead of mutations. Did not implement the `bulk_record` implementation using mutations since this PR is already big. The test cases run when setup ...
https://github.com/getsentry/sentry.git
def test_spanner_indexer_implementation_bulk_insert_twice_gives_same_result(testing_indexer): record = {"org_id": 55555, "string": get_random_string(10)} record1_int = testing_indexer.record( use_case_id=UseCaseKey.PERFORMANCE, org_id=record["org_id"], string=record["string"] ) # Insert th...
@patch( "sentry.sentry_metrics.indexer.cloudspanner.cloudspanner.RawCloudSpannerIndexer._insert_collisions_handled" ) @pytest.mark.skip(reason="TODO: Implement it correctly")
76
test_cloudspanner.py
Python
tests/sentry/sentry_metrics/test_cloudspanner.py
21bf2ff99d3352c7cc8b7901fb3b4c264a71a8e8
sentry
1
176,383
22
11
6
122
15
0
24
42
test_to_numpy_array_structured_dtype_attrs_from_fields
Add structured dtypes to `to_numpy_array` (#5324) * Add basic test for supporting multi-attr adjacency. * WIP: sloppy implementation of multiattr adjacency in to_numpy_array. Conditionals could be improved. * Reorg conditionals. * Test to_numpy_array raises with structured dtype for multigraphs. * Fix d...
https://github.com/networkx/networkx.git
def test_to_numpy_array_structured_dtype_attrs_from_fields(G, expected): G.add_edge(0, 1, weight=10, cost=5.0) dtype = np.dtype([("weight", int), ("cost", int)]) A = nx.to_numpy_array(G, dtype=dtype, weight=None) expected = np.asarray(expected, dtype=dtype) npt.assert_array_equal(A, expected)
82
test_convert_numpy.py
Python
networkx/tests/test_convert_numpy.py
d2278b4c3402c735a31e266adde75ecc2eeb98eb
networkx
1
123,994
25
11
14
78
9
0
26
91
_garbage_collect
[workflow] Major refactoring - new async workflow executor (#25618) * major workflow refactoring
https://github.com/ray-project/ray.git
def _garbage_collect(self) -> None: state = self._state while state.free_outputs: # garbage collect all free outputs immediately gc_task_id = state.free_outputs.pop() assert state.get_input(gc_task_id) is not None state.output_map.pop(gc_task_id, ...
47
workflow_executor.py
Python
python/ray/workflow/workflow_executor.py
ddd63aba77b0e4da699e358beba37cd907f7cb37
ray
2
91,381
26
12
14
198
30
0
32
142
test_upgrade_org_config_no_dsn
ref: replace self.assertRaises with pytest.raises (#35685) * add flake8 plugin to detect assertRaises * ref: replace self.assertRaises with pytest.raises * non-sed fixes
https://github.com/getsentry/sentry.git
def test_upgrade_org_config_no_dsn(self): with self.tasks(): self.assert_setup_flow() project_id = self.project.id org = self.organization data = { "project_mappings": [[project_id, "Qme9NXBpguaRxcXssZ1NWHVaM98MAL6PHDXUs1jPrgiM8H"]] } in...
118
test_integration.py
Python
tests/sentry/integrations/vercel/test_integration.py
284e980df0018f8baee659999268bdd4c7d08255
sentry
1
259,862
25
13
10
131
20
0
27
69
test_partial_fit_validate_feature_names
FIX partial_fit from SelectFromModel doesn't validate the parameters (#23299) Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com> Co-authored-by: Guillaume Lemaitre <g.lemaitre58@gmail.com>
https://github.com/scikit-learn/scikit-learn.git
def test_partial_fit_validate_feature_names(as_frame): pytest.importorskip("pandas") X, y = datasets.load_iris(as_frame=as_frame, return_X_y=True) selector = SelectFromModel(estimator=SGDClassifier(), max_features=4).partial_fit( X, y, classes=[0, 1, 2] ) if as_frame: assert_ar...
82
test_from_model.py
Python
sklearn/feature_selection/tests/test_from_model.py
eace47aea7431b4b6ea08e4fb33bd73805d1f1b0
scikit-learn
2
125,200
7
12
2
47
8
0
7
13
_multiline_width
[State Observability] Use a table format by default (#26159) NOTE: tabulate is copied/pasted to the codebase for table formatting. This PR changes the default layout to be the table format for both summary and list APIs.
https://github.com/ray-project/ray.git
def _multiline_width(multiline_s, line_width_fn=len): return max(map(line_width_fn, re.split("[\r\n]", multiline_s)))
27
tabulate.py
Python
python/ray/_private/thirdparty/tabulate/tabulate.py
adf24bfa9723b0621183bb27f0c889b813c06e8a
ray
1
260,243
94
25
29
315
20
0
145
504
validate_parameter_constraints
MNT Param validation: Allow to skip validation of a parameter (#23602)
https://github.com/scikit-learn/scikit-learn.git
def validate_parameter_constraints(parameter_constraints, params, caller_name): if params.keys() != parameter_constraints.keys(): raise ValueError( f"The parameter constraints {list(parameter_constraints.keys())} do not " f"match the parameters to validate {list(params.keys())}....
126
_param_validation.py
Python
sklearn/utils/_param_validation.py
d7c38282839d09676c49ac60fdd67af89d61e79c
scikit-learn
10
311,432
75
11
10
160
25
0
113
247
_entry_from_accessory
Remove deprecated helper functions from homekit_controller pairing flow (#65270)
https://github.com/home-assistant/core.git
async def _entry_from_accessory(self, pairing): # The bulk of the pairing record is stored on the config entry. # A specific exception is the 'accessories' key. This is more # volatile. We do cache it, but not against the config entry. # So copy the pairing data and mutate the c...
92
config_flow.py
Python
homeassistant/components/homekit_controller/config_flow.py
cc94af2872945667d80f8f76512260ae6205d739
core
2
269,753
19
15
10
118
6
0
33
95
generate_benchmark_params_cpu_gpu
Reformatting the codebase with black. PiperOrigin-RevId: 450093126
https://github.com/keras-team/keras.git
def generate_benchmark_params_cpu_gpu(*params_list): benchmark_params = [] for params in params_list: benchmark_params.extend( [((param[0] + "_CPU",) + param[1:]) for param in params] ) benchmark_params.extend( [((param[0] + "_GPU",) + param[1:]) for param in...
74
benchmark_util.py
Python
keras/benchmarks/benchmark_util.py
84afc5193d38057e2e2badf9c889ea87d80d8fbf
keras
4
190,115
30
10
24
217
21
0
48
272
add_bases
Replaced renderer strings with :class:`.RendererType` enum entries (#3017) * remove unused constants * remove deprecated --use_opengl_renderer flag * remove unnecessary workaround with class initialization * add OpenGLMobject.name to get rid of one renderer check * add VMobject.n_points_per_curve property ...
https://github.com/ManimCommunity/manim.git
def add_bases(self): if config.renderer == RendererType.OPENGL: color = self.color opacity = self.opacity elif config.renderer == RendererType.CAIRO: color = self.fill_color opacity = self.fill_opacity self.base_top = Circle( ...
144
three_dimensions.py
Python
manim/mobject/three_d/three_dimensions.py
bd844f46d804c8cad50d06ad20ab5bebaee9987b
manim
3
290,428
25
10
12
97
15
0
25
133
async_return_to_base
Use `_attr_` for MQTT vacuum (#81534) * Use `_attr_` for MQTT vacuum * Remove unneeded properties * Follow-up comment * Remove default value
https://github.com/home-assistant/core.git
async def async_return_to_base(self, **kwargs): if self.supported_features & VacuumEntityFeature.RETURN_HOME == 0: return None await self.async_publish( self._command_topic, self._payloads[CONF_PAYLOAD_RETURN_TO_BASE], self._qos, self...
61
schema_legacy.py
Python
homeassistant/components/mqtt/vacuum/schema_legacy.py
b364ef98a073214aad8deff4ff9b91e9ff041557
core
2
131,041
12
11
27
77
12
2
12
25
test_working_dir_basic
[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 test_working_dir_basic(ray_start, tmp_dir, use_ray_client): with open("hello", "w") as f: f.write("world") driver =
driver = """ import ray from ray import serve job_config = ray.job_config.JobConfig(runtime_env={{"working_dir": "."}}) if {use_ray_client}: ray.util.connect("{client_addr}", job_config=job_config) else: ray.init(address="auto", job_config=job_config)@serve.deployment
43
test_runtime_env.py
Python
python/ray/serve/tests/test_runtime_env.py
7f1bacc7dc9caf6d0ec042e39499bbf1d9a7d065
ray
1
259,452
110
12
27
604
42
1
168
315
test_glm_sample_weight_consistency
ENH migrate GLMs / TweedieRegressor to linear loss (#22548) Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org> Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
https://github.com/scikit-learn/scikit-learn.git
def test_glm_sample_weight_consistency(fit_intercept, alpha, GLMEstimator): rng = np.random.RandomState(0) n_samples, n_features = 10, 5 X = rng.rand(n_samples, n_features) y = rng.rand(n_samples) glm_params = dict(alpha=alpha, fit_intercept=fit_intercept) glm = GLMEstimator(**glm_params)...
@pytest.mark.parametrize("fit_intercept", [True, False]) @pytest.mark.parametrize( "estimator", [ PoissonRegressor(), GammaRegressor(), TweedieRegressor(power=3.0), TweedieRegressor(power=0, link="log"), TweedieRegressor(power=1.5), TweedieRegressor(power=4.5), ...
314
test_glm.py
Python
sklearn/linear_model/_glm/tests/test_glm.py
75a94f518f7bd7d0bf581ffb67d9f961e3c4efbc
scikit-learn
1
200,594
182
22
107
1,238
59
0
550
2,634
contract_metric
TensMul.contract_metric: correctly handle case where expr.canon_bp() == 0 Earlier, contract_metric would complain that S.Zero has no attribute contract_metric. https://github.com/sympy/sympy/issues/24354
https://github.com/sympy/sympy.git
def contract_metric(self, g): expr = self.expand() if self != expr: expr = expr.canon_bp() if expr == S.Zero: return expr else: return expr.contract_metric(g) pos_map = self._get_indices_to_args_pos() args = lis...
788
tensor.py
Python
sympy/tensor/tensor.py
6f23dae79adad542f4b47f47c2e2f4d6f5bfef1c
sympy
46
32,875
22
14
17
118
12
0
31
80
get_memory_footprint
`bitsandbytes` - `Linear8bitLt` integration into `transformers` models (#17901) * first commit * correct replace function * add final changes - works like charm! - cannot implement tests yet - tested * clean up a bit * add bitsandbytes dependencies * working version - added import function - ad...
https://github.com/huggingface/transformers.git
def get_memory_footprint(self, return_buffers=True): r mem = sum([param.nelement() * param.element_size() for param in self.parameters()]) if return_buffers: mem_bufs = sum([buf.nelement() * buf.element_size() for buf in self.buffers()]) mem = mem + mem_bufs retur...
73
modeling_utils.py
Python
src/transformers/modeling_utils.py
4a51075a96d2049f368b5f3dd6c0e9f08f599b62
transformers
4
286,761
10
9
10
59
9
1
13
24
sdk_dt_format
Fixing Forecast SDK with data from other menus (#3554) * minor check incase using sdk * fixes combine * datetime formating * Update forecast.md * fix testing
https://github.com/OpenBB-finance/OpenBBTerminal.git
def sdk_dt_format(x) -> str: x = pd.to_datetime(x) x = x.strftime("%Y-%m-%d") return x @log_start_end(log=logger)
@log_start_end(log=logger)
26
forecast_model.py
Python
openbb_terminal/forecast/forecast_model.py
7c57fb71c5bc1032dfd4ef4f3edfc74afa8c0a2e
OpenBBTerminal
1
304,033
6
6
3
21
4
0
6
12
_get_manager
Rework bluetooth to support scans from multiple sources (#76900)
https://github.com/home-assistant/core.git
def _get_manager() -> BluetoothManager: return models.MANAGER
11
__init__.py
Python
tests/components/bluetooth/__init__.py
3bcc274dfa90d7d3c01ace83137c46a0898c107f
core
1
320,776
78
18
41
494
38
0
114
608
completion_item_focus
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...
https://github.com/qutebrowser/qutebrowser.git
def completion_item_focus(self, which, history=False): if history: if (self._cmd.text() == ':' or self._cmd.history.is_browsing() or not self._active): if which == 'next': self._cmd.command_history_next() return ...
292
completionwidget.py
Python
qutebrowser/completion/completionwidget.py
a20bb67a878b2e68abf8268c1b0a27f018d01352
qutebrowser
14
291,932
102
18
51
564
53
0
170
866
async_send_message
Replace discord.py with nextcord (#66540) * Replace discord.py with nextcord * Typing tweak * Another pip check decrease :)
https://github.com/home-assistant/core.git
async def async_send_message(self, message, **kwargs): nextcord.VoiceClient.warn_nacl = False discord_bot = nextcord.Client() images = None embedding = None if ATTR_TARGET not in kwargs: _LOGGER.error("No target specified") return None d...
347
notify.py
Python
homeassistant/components/discord/notify.py
cb03db8df4bf8b50945b36a4b0debcaaed1190a8
core
19
260,724
52
13
26
251
32
0
71
310
fit
MAINT Parameter Validation for Lars, LarsCV, LassoLars, LassoLarsCV and LassoLarsIC (#24033) Co-authored-by: jeremie du boisberranger <jeremiedbb@yahoo.fr>
https://github.com/scikit-learn/scikit-learn.git
def fit(self, X, y, Xy=None): self._validate_params() X, y = self._validate_data(X, y, y_numeric=True, multi_output=True) _normalize = _deprecate_normalize( self.normalize, default=True, estimator_name=self.__class__.__name__ ) alpha = getattr(self, "alpha...
169
_least_angle.py
Python
sklearn/linear_model/_least_angle.py
6c0e0b2e4723d11e29057635c7061a36bc1a8512
scikit-learn
3
290,687
8
6
137
23
5
0
8
14
test_statistic_during_period_hole
Fix statistic_during_period for data with holes (#81847)
https://github.com/home-assistant/core.git
async def test_statistic_during_period_hole(recorder_mock, hass, hass_ws_client): id = 1
900
test_websocket_api.py
Python
tests/components/recorder/test_websocket_api.py
9b8f94363c0b4ecd1434ac1ac3bb82febd3889d0
core
17
111,333
61
17
19
260
27
0
100
356
set_annotations
Add SpanRuler component (#9880) * Add SpanRuler component Add a `SpanRuler` component similar to `EntityRuler` that saves a list of matched spans to `Doc.spans[spans_key]`. The matches from the token and phrase matchers are deduplicated and sorted before assignment but are not otherwise filtered. * Update spa...
https://github.com/explosion/spaCy.git
def set_annotations(self, doc, matches): entities = list(doc.ents) new_entities = [] seen_tokens = set() for match_id, start, end in matches: if any(t.ent_type for t in doc[start:end]) and not self.overwrite: continue # check for end - 1 h...
171
entityruler.py
Python
spacy/pipeline/entityruler.py
a322d6d5f2f85c2da6cded4fcd6143d41b5a9e96
spaCy
11
166,951
8
9
2
61
9
1
8
13
data_missing
DOC: Added docstrings to fixtures defined in array module (#47211)
https://github.com/pandas-dev/pandas.git
def data_missing(dtype): return pd.array([np.nan, 1], dtype=dtype) @pytest.fixture(params=["data", "data_missing"])
@pytest.fixture(params=["data", "data_missing"])
23
conftest.py
Python
pandas/tests/arrays/integer/conftest.py
89be1f053b695c4ce1c0569f737caf3f03c12128
pandas
1
124,040
51
12
24
174
18
0
64
268
save
[RLlib] Save serialized PolicySpec. Extract `num_gpus` related logics into a util function. (#25954)
https://github.com/ray-project/ray.git
def save(self) -> bytes: filters = self.get_filters(flush_after=True) state = {} policy_specs = {} connector_enabled = self.policy_config.get("enable_connectors", False) for pid in self.policy_map: state[pid] = self.policy_map[pid].get_state() pol...
106
rollout_worker.py
Python
rllib/evaluation/rollout_worker.py
d83bbda2816b1781eb61342b4539578149eeb686
ray
3
276,780
40
13
15
176
27
0
48
181
test_get_file_with_failed_integrity_check
Reformatting the codebase with black. PiperOrigin-RevId: 450093126
https://github.com/keras-team/keras.git
def test_get_file_with_failed_integrity_check(self): orig_dir = self.get_temp_dir() file_path = os.path.join(orig_dir, "test.txt") with open(file_path, "w") as text_file: text_file.write("Float like a butterfly, sting like a bee.") hashval = "0" * 64 origi...
100
data_utils_test.py
Python
keras/utils/data_utils_test.py
84afc5193d38057e2e2badf9c889ea87d80d8fbf
keras
1
266,327
65
14
14
215
17
0
88
231
_get_user_property
user: Update logic to check if user exists in macOS (#76592) 'dscl -list' returns 0 even if the user does not exists. This leads to errorenous condition in user module. Using 'dscl -read UniqueID' can return if user exists or not. Signed-off-by: Abhijeet Kasurde <akasurde@redhat.com>
https://github.com/ansible/ansible.git
def _get_user_property(self, property): cmd = self._get_dscl() cmd += ['-read', '/Users/%s' % self.name, property] (rc, out, err) = self.execute_command(cmd, obey_checkmode=False) if rc != 0: return None # from dscl(1) # if property contains embedded ...
130
user.py
Python
lib/ansible/modules/user.py
66e392d4e219bf93d690c1fb3d3c854069efa27f
ansible
5
256,951
12
9
6
50
8
0
12
21
is_telemetry_enabled
Add basic telemetry features (#2314) * add basic telemetry features * change pipeline_config to _component_config * Update Documentation & Code Style * add super().__init__() calls to error classes * make posthog mock work with python 3.7 * Update Documentation & Code Style * update link to docs web ...
https://github.com/deepset-ai/haystack.git
def is_telemetry_enabled() -> bool: telemetry_environ = os.environ.get(HAYSTACK_TELEMETRY_ENABLED, "True") return telemetry_environ.lower() != "false"
27
telemetry.py
Python
haystack/telemetry.py
ac5617e757e9ace6f30b7291686d9dbbc339f433
haystack
1
150,410
14
10
7
100
8
0
17
66
start_leader_mode
initial concept for replicate, basic leader and follower logic
https://github.com/freqtrade/freqtrade.git
def start_leader_mode(self): logger.info("Running rpc.replicate in Leader mode") logger.info("-" * 15) logger.info(f"API_KEY: {self.secret_api_key}") logger.info("-" * 15) self.register_leader_endpoint() self.submit_coroutine(self.leader_loop())
50
__init__.py
Python
freqtrade/rpc/replicate/__init__.py
9f6bba40af1a407f190a89f5c0c8b4e3f528ba46
freqtrade
1
297,518
58
15
23
216
39
0
71
288
async_get_measures
Refactor withings constant (#84095) Split withings constant
https://github.com/home-assistant/core.git
async def async_get_measures(self) -> dict[Measurement, Any]: _LOGGER.debug("Updating withings measures") now = dt.utcnow() startdate = now - datetime.timedelta(days=7) response = await self._hass.async_add_executor_job( self._api.measure_get_meas, None, None, start...
144
common.py
Python
homeassistant/components/withings/common.py
c51c8f7e8f4b9ede57a0fbbec0d74023d87d553e
core
4
36,057
14
11
5
67
9
0
19
42
softmax_backward_data
DeBERTa/DeBERTa-v2/SEW Support for torch 1.11 (#16043) * Support for torch 1.11 * Address Sylvain's comment
https://github.com/huggingface/transformers.git
def softmax_backward_data(parent, grad_output, output, dim, self): if is_torch_less_than_1_11: return _softmax_backward_data(grad_output, output, parent.dim, self) else: return _softmax_backward_data(grad_output, output, parent.dim, self.dtype)
47
pytorch_utils.py
Python
src/transformers/pytorch_utils.py
e66743e6c9601a4b12ffc2335a9f60a41d1ca60c
transformers
2
133,852
48
20
30
293
27
0
74
452
build_q_model
[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 build_q_model(self, obs_space, action_space, num_outputs, q_model_config, name): self.concat_obs_and_actions = False if self.discrete: input_space = obs_space else: orig_space = getattr(obs_space, "original_space", obs_space) if isinstance(orig_sp...
189
sac_torch_model.py
Python
rllib/agents/sac/sac_torch_model.py
7f1bacc7dc9caf6d0ec042e39499bbf1d9a7d065
ray
6
20,609
96
26
53
627
48
0
164
615
_makeTags
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 _makeTags(tagStr, xml, suppress_LT=Suppress("<"), suppress_GT=Suppress(">")): if isinstance(tagStr, str_type): resname = tagStr tagStr = Keyword(tagStr, caseless=not xml) else: resname = tagStr.name tagAttrName = Word(alphas, alphanums + "_-:") if xml: tagAttrVa...
365
helpers.py
Python
pipenv/patched/notpip/_vendor/pyparsing/helpers.py
f3166e673fe8d40277b804d35d77dcdb760fc3b3
pipenv
3
309,622
35
13
13
168
18
0
42
169
async_send_message
Add LG webOS Smart TV config flow support (#64117) * Add webOS Smart TV config flow support (#53256) * Add Webostv config flow * Fix tests mocks and apply review comments * Apply review comments * Change config flow to use ssdp UDN as unique_id * Fix device info * More review comments * Fix _async...
https://github.com/home-assistant/core.git
async def async_send_message(self, message="", **kwargs): try: if not self._client.is_connected(): await self._client.connect() data = kwargs.get(ATTR_DATA) icon_path = data.get(CONF_ICON, "") if data else None await self._client.send_mes...
97
notify.py
Python
homeassistant/components/webostv/notify.py
dee843bf6e5ca84a94f336a239f6a6138c4c28e6
core
6
133,550
3
6
20
15
3
0
3
6
run_task_workload
[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 run_task_workload(total_num_cpus, smoke):
131
test_chaos_basic.py
Python
release/nightly_tests/chaos_test/test_chaos_basic.py
7f1bacc7dc9caf6d0ec042e39499bbf1d9a7d065
ray
3
248,367
81
13
27
256
25
0
106
442
test_do_not_prune_gap_if_state_different
Pull out less state when handling gaps mk2 (#12852)
https://github.com/matrix-org/synapse.git
def test_do_not_prune_gap_if_state_different(self): # Fudge a second event which points to an event we don't have. remote_event_2 = event_from_pdu_json( { "type": EventTypes.Message, "state_key": "@user:other", "content": {}, ...
149
test_events.py
Python
tests/storage/test_events.py
b83bc5fab57b37f75a79d02213d6032c586fd36e
synapse
1
190,708
17
11
4
63
7
0
18
43
test_allow_ordered_sequences_only
Disallow unordered sequences in pytest.approx (#9709) Fix #9692
https://github.com/pytest-dev/pytest.git
def test_allow_ordered_sequences_only(self) -> None: with pytest.raises(TypeError, match="only supports ordered sequences"): assert {1, 2, 3} == approx({1, 2, 3})
39
approx.py
Python
testing/python/approx.py
5f3d94c47eb0f4487ef52ac520b3c48170220fc6
pytest
1
128,593
62
11
29
337
33
0
92
206
test_remove_node_before_result
[tune] Store sync config/checkpoint config in experiment, trial (#29019) This is some clean-up required for future changes to the syncing/checkpointing behavior. At the moment we pass single attributes of these configs to the Experiment class, and then subsequently to the Trial class, from which it is passed on to the...
https://github.com/ray-project/ray.git
def test_remove_node_before_result(start_connected_emptyhead_cluster): cluster = start_connected_emptyhead_cluster node = cluster.add_node(num_cpus=1) cluster.wait_for_nodes() runner = TrialRunner(BasicVariantGenerator()) kwargs = { "stopping_criterion": {"training_iteration": 3}, ...
195
test_cluster.py
Python
python/ray/tune/tests/test_cluster.py
e142be077f0c727ab11ba51ecaba9a98b7bfe474
ray
2
181,624
11
9
10
58
10
0
13
26
test_generate_import_code
Revert "Deployed 7ccda9a with MkDocs version: 1.3.0" This reverts commit bd9629c40e01241766197119b581a99409b07068.
https://github.com/EpistasisLab/tpot.git
def test_generate_import_code(): pipeline = creator.Individual.from_string('GaussianNB(RobustScaler(input_matrix))', tpot_obj._pset) expected_code = assert expected_code == generate_import_code(pipeline, tpot_obj.operators)
33
export_tests.py
Python
tests/export_tests.py
388616b6247ca4ea8de4e2f340d6206aee523541
tpot
1
83,384
45
13
30
275
32
0
59
270
test_subscriptions_add_notification_default_none
stream_settings: Show stream privacy & description in stream events. Provide stream privacy and description in stream notification events when stream is created. In function "send_messages_for_new_subscribers" for when stream is created, put policy name and description of the stream. Fixes #21004
https://github.com/zulip/zulip.git
def test_subscriptions_add_notification_default_none(self) -> None: user_profile = self.example_user("iago") invitee_user_id = user_profile.id invitee_realm = user_profile.realm user_profile.enable_stream_desktop_notifications = True user_profile.enable_stream_push_notif...
157
test_subs.py
Python
zerver/tests/test_subs.py
4b9770e270823b7ed2bbbeda0e4450f0ba6a288b
zulip
1
154,378
63
14
20
176
21
1
82
282
eval_to_file
TEST-#4879: Use pandas `ensure_clean()` in place of `io_tests_data` (#4881) Signed-off-by: Karthik Velayutham <vkarthik@ponder.io>
https://github.com/modin-project/modin.git
def eval_to_file(modin_obj, pandas_obj, fn, extension, **fn_kwargs): with ensure_clean_dir() as dirname: unique_filename_modin = get_unique_filename( extension=extension, data_dir=dirname ) unique_filename_pandas = get_unique_filename( extension=extension, data_d...
@pytest.fixture
104
test_io.py
Python
modin/pandas/test/test_io.py
5086a9ea37bc37e6e58da0ceaf5864b16cc8e0ed
modin
3
89,030
6
8
38
25
5
0
6
12
resolve_condition
perf(issue-search): optimize querying on perf issues by using hasAny on transaction.group_id (#41685) Special optimization for searching on transactions for performance issues by doing a `hasAny` check instead of arrayJoining `group_ids` column and applying a filter after. before query: ``` SELECT (arrayJoin(...
https://github.com/getsentry/sentry.git
def resolve_condition(cond, column_resolver): index = get_function_index(cond)
312
snuba.py
Python
src/sentry/utils/snuba.py
1bcb129d69a6c4e481b950ebc5871e9c118db74f
sentry
17
265,190
50
14
13
206
19
0
68
156
prepare_cloned_fields
Closes #9414: Add clone() method to NetBoxModel for copying instance attributes
https://github.com/netbox-community/netbox.git
def prepare_cloned_fields(instance): # Generate the clone attributes from the instance if not hasattr(instance, 'clone'): return None attrs = instance.clone() # Prepare querydict parameters params = [] for key, value in attrs.items(): if type(value) in (list, tuple): ...
122
utils.py
Python
netbox/utilities/utils.py
f9d81fd36232e9bf3f60a215d2c6a405b9b342fb
netbox
7
144,307
17
11
17
113
12
0
25
112
_get_toplevel_child_nodes
[Ray DAG] Implement experimental Ray DAG API for task/class (#22058)
https://github.com/ray-project/ray.git
def _get_toplevel_child_nodes(self) -> Set["DAGNode"]: children = set() for a in self.get_args(): if isinstance(a, DAGNode): children.add(a) for a in self.get_kwargs().values(): if isinstance(a, DAGNode): children.add(a) r...
68
dag_node.py
Python
python/ray/experimental/dag/dag_node.py
c065e3f69ec248383d98b45a8d1c00832ccfdd57
ray
5
272,020
138
24
84
539
40
0
325
2,133
_validate_or_infer_batch_size
Reformatting the codebase with black. PiperOrigin-RevId: 450093126
https://github.com/keras-team/keras.git
def _validate_or_infer_batch_size(self, batch_size, steps, x): if isinstance( x, (tf.compat.v1.data.Dataset, tf.data.Dataset, data_utils.Sequence) ) or tf_inspect.isgenerator(x): if batch_size is not None: raise ValueError( "The `batch...
330
training_v1.py
Python
keras/engine/training_v1.py
84afc5193d38057e2e2badf9c889ea87d80d8fbf
keras
18
19,898
44
12
16
112
14
0
52
160
requires_python
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 requires_python(self) -> SpecifierSet: value = self.metadata.get("Requires-Python") if value is None: return SpecifierSet() try: # Convert to str to satisfy the type checker; this can be a Header object. spec = SpecifierSet(str(value)) exc...
64
base.py
Python
pipenv/patched/notpip/_internal/metadata/base.py
f3166e673fe8d40277b804d35d77dcdb760fc3b3
pipenv
3
189,464
18
13
5
61
9
0
20
59
_attribute_to_float
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 _attribute_to_float(self, attr): stripped_attr = "".join( [char for char in attr if char in string.digits + ".-e"], ) return float(stripped_attr)
36
svg_mobject.py
Python
manim/mobject/svg/svg_mobject.py
902e7eb4f0147b5882a613b67467e38a1d47f01e
manim
3
120,755
76
18
27
287
26
0
96
246
test_converters
[jax2tf] Rewrites the converters_eval framework and makes various improvements. The most visible change is that we are now outputting a single table with models to test as rows, and the converters that are being tested as columns. This allows us to compare converters much easier: [NEW OUTPUT](https://github.com/google...
https://github.com/google/jax.git
def test_converters(): results = {} converters = {x: CONVERTERS[x] for x in FLAGS.converters} for example_name, test_case_fn in get_test_cases().items(): if FLAGS.examples and example_name not in FLAGS.examples: continue test_case = test_case_fn() # This will create the model's variables. c...
169
models_test.py
Python
jax/experimental/jax2tf/converters_eval/models_test.py
1ecfe05a9e1e8e7b261ceb9c0b03a4ee48dee5b1
jax
10
247,159
27
12
12
142
10
0
33
169
test_check_for_extra_dependencies
Use importlib.metadata to read requirements (#12088) * Pull runtime dep checks into their own module * Reimplement `check_requirements` using `importlib` I've tried to make this clearer. We start by working out which of Synapse's requirements we need to be installed here and now. I was surprised that there wasn'...
https://github.com/matrix-org/synapse.git
def test_check_for_extra_dependencies(self) -> None: with patch( "synapse.util.check_dependencies.metadata.requires", return_value=["dummypkg >= 1; extra == 'cool-extra'"], ), patch("synapse.util.check_dependencies.EXTRAS", {"cool-extra"}): with self.mock_ins...
77
test_check_dependencies.py
Python
tests/util/test_check_dependencies.py
313581e4e9bc2ec3d59ccff86e3a0c02661f71c4
synapse
1
288,093
11
11
4
43
5
0
12
44
_fmt_dewpoint
Use unit_conversion in components (#79204) * Use unit_conversion in components * Two more
https://github.com/home-assistant/core.git
def _fmt_dewpoint(dewpoint): if dewpoint is not None: return round(TemperatureConverter.kelvin_to_celsius(dewpoint), 1) return None
26
weather_update_coordinator.py
Python
homeassistant/components/openweathermap/weather_update_coordinator.py
24c26dc03267da84e3c17d747ecb7143b54e8489
core
2
44,241
6
6
16
23
4
0
6
20
get_ui_field_behaviour
Add optional features in providers. (#21074) Some features in providers can be optional, depending on the presence of some libraries. Since Providers Manager tries to import the right classes that are exposed via providers it should not - in this case - log warning message for those optional features. Previously, ...
https://github.com/apache/airflow.git
def get_ui_field_behaviour() -> Dict[str, Any]: ...
13
base.py
Python
airflow/hooks/base.py
cb73053211367e2c2dd76d5279cdc7dc7b190124
airflow
1
64,212
49
13
35
298
20
0
86
63
get_gl_entries
patch: Removed files and code related to old distributed cost center feature
https://github.com/frappe/erpnext.git
def get_gl_entries(filters, accounting_dimensions): currency_map = get_currency(filters) select_fields = order_by_statement = "order by posting_date, account, creation" if filters.get("include_dimensions"): order_by_statement = "order by posting_date, creation" if filters.get("group_by") == "Group by Voucher...
166
general_ledger.py
Python
erpnext/accounts/report/general_ledger/general_ledger.py
3dadfc9048d804e097ebfe6801802f2c980e04a7
erpnext
7
112,954
12
9
10
51
6
0
14
30
silence_stdout
Logging refactor (step 1) - experiment handlers (#4792)
https://github.com/microsoft/nni.git
def silence_stdout() -> None: handler = _handlers.pop('_stdout_', None) if handler is not None: _root_logger.removeHandler(handler)
29
log.py
Python
nni/runtime/log.py
4feab0e34b490500b06efd6e7e8a34d686702c2f
nni
2
22,604
11
8
19
73
11
0
11
17
indiac
refactor: clean code Signed-off-by: slowy07 <slowy.arfy@gmail.com>
https://github.com/geekcomputers/Python.git
def indiac(): cases = f print(cases) print( ) print("\nDeveloped By @TheDarkW3b")
12
coronacases.py
Python
coronacases.py
f0af0c43340763724f139fa68aa1e5a9ffe458b4
Python
1
337,632
22
9
6
83
10
0
26
43
load_training_checkpoint
DeepSpeed Revamp (#405) * deepspeed revamp * Update dataclasses.py * Update deepspeed.py * quality * fixing code * quality * FIx imports * saving 16bit model in zero stage 3 1. Saving 16bit model in zero stage 3 2. zero init in stage 3 support using HFDeepSpeedConfig * quality * adding test and fixing bugs ...
https://github.com/huggingface/accelerate.git
def load_training_checkpoint(model, load_dir, tag=None, **kwargs): _, checkpoint_state_dict = model.load_checkpoint(load_dir, tag=tag, **kwargs) epoch = checkpoint_state_dict["epoch"] last_global_step = checkpoint_state_dict["last_global_step"] del checkpoint_state_dict return (epoch, last_glob...
52
deepspeed_with_config_support.py
Python
examples/by_feature/deepspeed_with_config_support.py
1703b79a797dab765996764707186def7533d8fd
accelerate
1
129,422
4
7
17
20
3
0
4
11
test_actor_task_stacktrace
[Part 5] Set actor died error message in ActorDiedError (#20903) This is the second last PR to improve `ActorDiedError` exception. This propagates Actor death cause metadata to the ray error object. In this way, we can raise a better actor died error exception. After this PR is merged, I will add more metadata ...
https://github.com/ray-project/ray.git
def test_actor_task_stacktrace(ray_start_regular): expected_output =
63
test_traceback.py
Python
python/ray/tests/test_traceback.py
5514711a3506f9e2675786b13b78c8f10a008f34
ray
2
244,143
47
14
16
217
25
0
80
249
forward_head
[Feature] Add Mask2Former to mmdet (#6938) update doc update doc format deepcopy pixel_decoder cfg move mask_pseudo_sampler cfg to config file move part of postprocess from head to detector fix bug in postprocessing move class setting from head to config file remove if else move mask2bbox to ma...
https://github.com/open-mmlab/mmdetection.git
def forward_head(self, decoder_out, mask_feature, attn_mask_target_size): decoder_out = self.transformer_decoder.post_norm(decoder_out) decoder_out = decoder_out.transpose(0, 1) # shape (num_queries, batch_size, c) cls_pred = self.cls_embed(decoder_out) # shape (num_quer...
137
mask2former_head.py
Python
mmdet/models/dense_heads/mask2former_head.py
14f0e9585c15c28f0c31dcc3ea352449bbe5eb96
mmdetection
1
267,950
25
8
7
77
10
1
27
73
close
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 close(self) -> None: if not self.process: return # forwarding not in use self.process.terminate() display.info('Waiting for the session SSH port forwarding process to terminate.', verbosity=1) self.process.wait() @contextlib.contextmanager
@contextlib.contextmanager
39
containers.py
Python
test/lib/ansible_test/_internal/containers.py
3eb0485dd92c88cc92152d3656d94492db44b183
ansible
2
101,421
13
9
5
57
11
0
14
42
_random_choice
Bugfix: convert - Gif Writer - Fix non-launch error on Gif Writer - convert plugins - linting - convert/fs_media/preview/queue_manager - typing - Change convert items from dict to Dataclass
https://github.com/deepfakes/faceswap.git
def _random_choice(self) -> List[int]: retval = [random.choice(indices) for indices in self._indices] logger.debug(retval) return retval
35
preview.py
Python
tools/preview/preview.py
1022651eb8a7741014f5d2ec7cbfe882120dfa5f
faceswap
2
4,880
10
6
12
32
7
0
10
24
check_connection
python generators output `spec.yaml` files (#12245) * generators output spec.yaml files * source-singer generator also uses spec.yaml * update scaffold * update python cdk tutorials to use spec.yaml * add docs updates * consistency
https://github.com/airbytehq/airbyte.git
def check_connection(self, logger, config) -> Tuple[bool, any]: return True, None
21
source.py
Python
airbyte-integrations/connectors/source-scaffold-source-http/source_scaffold_source_http/source.py
0c12ad9136d992cde35e3975ad6056669188554c
airbyte
1
189,525
20
13
9
112
17
0
25
71
extract_face_coords
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...
https://github.com/ManimCommunity/manim.git
def extract_face_coords(self) -> list[list[np.ndarray]]: new_vertex_coords = [] for v in self.graph.vertices: new_vertex_coords.append(self.graph[v].get_center()) layout = dict(enumerate(new_vertex_coords)) return [[layout[j] for j in i] for i in self.faces_list]
72
polyhedra.py
Python
manim/mobject/polyhedra.py
daf23c9d1031b12d9c119b8f6b7e60727d7f9242
manim
4
89,805
8
6
6
22
3
0
8
22
get_integration
feat(hybrid-cloud): Create a base parser and middleware for webhooks (#42267) See [HC-468](https://getsentry.atlassian.net/browse/HC-468) Requires https://github.com/getsentry/sentry/pull/42260 This PR establishes the base parser that will be inherited from to forward webhooks to the appropriate integration. It...
https://github.com/getsentry/sentry.git
def get_integration(self) -> Integration | None: return None
12
base.py
Python
src/sentry/middleware/integrations/parsers/base.py
d8609112d6e2f373692b414acff6d4a2f7466750
sentry
1
106,355
92
15
33
604
44
0
121
404
get
[utils, etc] Kill child processes when yt-dl is killed * derived from PR #26592, closes #26592 Authored by: Unrud
https://github.com/ytdl-org/youtube-dl.git
def get(self, url, html=None, video_id=None, note=None, note2='Executing JS on webpage', headers={}, jscode='saveAndExit();'): if 'saveAndExit();' not in jscode: raise ExtractorError('`saveAndExit();` not found in `jscode`') if not html: html = self.extractor._download_w...
352
openload.py
Python
youtube_dl/extractor/openload.py
0700fde6403aa9eec1ff02bff7323696a205900c
youtube-dl
7
293,766
15
10
7
66
8
0
15
48
test_lazy_state_prefers_shared_attrs_over_attrs
Separate attrs into another table (reduces database size) (#68224)
https://github.com/home-assistant/core.git
async def test_lazy_state_prefers_shared_attrs_over_attrs(caplog): row = PropertyMock( entity_id="sensor.invalid", shared_attrs='{"shared":true}', attributes='{"shared":false}', ) assert LazyState(row).attributes == {"shared": True}
36
test_models.py
Python
tests/components/recorder/test_models.py
9215702388eef03c7c3ed9f756ea0db533d5beec
core
1
213,056
57
15
25
326
18
0
88
319
_add_iam_resource_policy_for_method
fix: Py27hash fix (#2182) * Add third party py27hash code * Add Py27UniStr and unit tests * Add py27hash_fix utils and tests * Add to_py27_compatible_template and tests * Apply py27hash fix to wherever it is needed * Apply py27hash fix, all tests pass except api_with_any_method_in_swagger * apply py2...
https://github.com/aws/serverless-application-model.git
def _add_iam_resource_policy_for_method(self, policy_list, effect, resource_list): if not policy_list: return if effect not in ["Allow", "Deny"]: raise ValueError("Effect must be one of {}".format(["Allow", "Deny"])) if not isinstance(policy_list, (dict, list))...
187
swagger.py
Python
samtranslator/swagger/swagger.py
a5db070f446b7cfebdaa6ad2e3dcf78f6105a272
serverless-application-model
7
163,143
94
21
48
427
49
0
115
840
write_file
DOC: improve IO & General Functions API reference (#45208)
https://github.com/pandas-dev/pandas.git
def write_file(self) -> None: with get_handle( self._fname, "wb", compression=self._compression, is_text=False, storage_options=self.storage_options, ) as self.handles: if self.handles.compression["method"] is not None: ...
251
stata.py
Python
pandas/io/stata.py
fa3dfdb41f0a75c937e85059a5983da5e5d5aac6
pandas
6
309,489
9
8
3
43
9
0
9
30
delete
Import frontend (#64104) Co-authored-by: epenet <epenet@users.noreply.github.com>
https://github.com/home-assistant/core.git
async def delete(self, request, addon): frontend.async_remove_panel(self.hass, addon) return web.Response()
26
addon_panel.py
Python
homeassistant/components/hassio/addon_panel.py
946238fb02bc484328603625abf106486b8e6c4a
core
1
81,148
87
15
14
193
23
0
108
249
job_stats_wrapup
Fix notification timing issue by sending in the latter of 2 events (#12110) * Track host_status_counts and use that to process notifications * Remove now unused setting * Back out changes to callback class not needed after all * Skirt the need for duck typing by leaning on the cached field * Delete tests f...
https://github.com/ansible/awx.git
def job_stats_wrapup(job_identifier, event=None): try: # empty dict (versus default of None) can still indicate that events have been processed # for job types like system jobs, and jobs with no hosts matched host_status_counts = {} if event: host_status_counts = eve...
106
callback.py
Python
awx/main/dispatch/worker/callback.py
29d60844a8cee16bcd31657cecc444a692ade689
awx
5
246,128
18
12
15
127
9
0
24
161
test_avatar_constraints_file_size
Configurable limits on avatars (#11846) Only allow files which file size and content types match configured limits to be set as avatar. Most of the inspiration from the non-test code comes from matrix-org/synapse-dinsic#19
https://github.com/matrix-org/synapse.git
def test_avatar_constraints_file_size(self): self._setup_local_files( { "small": {"size": 40}, "big": {"size": 60}, } ) res = self.get_success( self.handler.check_avatar_size_and_mime_type("mxc://test/small") )...
71
test_profile.py
Python
tests/handlers/test_profile.py
bf60da1a60096fac5fb778b732ff2214862ac808
synapse
1
104,183
29
13
13
116
18
0
30
87
from_directory
Run pyupgrade for Python 3.6+ (#3560) * Run pyupgrade for Python 3.6+ * Fix lint issues * Revert changes for the datasets code Co-authored-by: Quentin Lhoest <42851186+lhoestq@users.noreply.github.com>
https://github.com/huggingface/datasets.git
def from_directory(cls, metric_info_dir) -> "MetricInfo": logger.info(f"Loading Metric info from {metric_info_dir}") if not metric_info_dir: raise ValueError("Calling MetricInfo.from_directory() with undefined metric_info_dir.") with open(os.path.join(metric_info_dir, confi...
64
info.py
Python
src/datasets/info.py
21bfd0d3f5ff3fbfd691600e2c7071a167816cdf
datasets
2
109,421
4
6
2
19
3
0
4
18
get_boxstyle
Harmonize docstrings for boxstyle/connectionstyle/arrowstyle. - Rely on `__init_subclass__` to avoid the need for the out-of-order `interpd.update`/`dedent_interpd`. - Use consistent wording for all setters, and add ACCEPTS list in all cases. - Move get_boxstyle right next to set_boxstyle (consistently with the ...
https://github.com/matplotlib/matplotlib.git
def get_boxstyle(self): return self._bbox_transmuter
10
patches.py
Python
lib/matplotlib/patches.py
0dc472b4c7cdcc1e88228988fff17762c90f1cb9
matplotlib
1
316,274
24
14
7
122
16
0
28
53
test_key_error
Search/replace RESULT_TYPE_* by FlowResultType enum (#74642)
https://github.com/home-assistant/core.git
async def test_key_error(hass): flow = config_flow.SomaFlowHandler() flow.hass = hass with patch.object(SomaApi, "list_devices", return_value={}): result = await flow.async_step_import({"host": MOCK_HOST, "port": MOCK_PORT}) assert result["type"] == data_entry_flow.FlowResultType.ABORT ...
68
test_config_flow.py
Python
tests/components/soma/test_config_flow.py
7cd68381f1d4f58930ffd631dfbfc7159d459832
core
1
212,687
37
11
10
101
14
0
50
139
fonts_installed_list
Added Text.fonts_installed_list - returns the fonts installed as reported by tkinter.
https://github.com/PySimpleGUI/PySimpleGUI.git
def fonts_installed_list(cls): # if no windows have been created (there is no hidden master root to rely on) then temporarily make a window so the measurement can happen if Window.hidden_master_root is None: root = tk.Tk() else: root = Window.hidden_master_root ...
58
PySimpleGUI.py
Python
PySimpleGUI.py
81599f643bae6867c29cf2006e6110b9f2265f5e
PySimpleGUI
3
337,710
38
16
13
129
12
0
58
219
del_config_sub_tree
Migrate HFDeepSpeedConfig from trfrs to accelerate (#432) * Migrate HFDeepSpeedConfig from trfrs to accelerate * update state.py to resolve comments 1. Adds static method to have a simple API for integrating deepspeed config in transformers trainer. * reverting changes and addressing comments * Marking Dep...
https://github.com/huggingface/accelerate.git
def del_config_sub_tree(self, ds_key_long, must_exist=False): config = self.config # find the config node of interest if it exists nodes = ds_key_long.split(".") for node in nodes: parent_config = config config = config.get(node) if config is...
70
deepspeed.py
Python
src/accelerate/utils/deepspeed.py
873dcc63a461558152eec20af991482204e8248f
accelerate
5
295,372
9
10
4
69
4
1
11
22
unauthorized_update_message_text
Refactor telegram_bot polling/webhooks platforms and add tests (#66433) Co-authored-by: Pär Berge <paer.berge@gmail.com>
https://github.com/home-assistant/core.git
def unauthorized_update_message_text(update_message_text): update_message_text["message"]["from"]["id"] = 1234 update_message_text["message"]["chat"]["id"] = 1234 return update_message_text @pytest.fixture
@pytest.fixture
32
conftest.py
Python
tests/components/telegram_bot/conftest.py
d7375f1a9c4a69858a65a56bd524f5a78ecab23c
core
1
154,161
11
12
6
47
6
0
11
65
mask
FIX-#4676: drain sub-virtual-partition call queues. (#4695) Signed-off-by: mvashishtha <mahesh@ponder.io> Co-authored-by: Alexey Prutskov <lehaprutskov@gmail.com>
https://github.com/modin-project/modin.git
def mask(self, row_indices, col_indices): return ( self.force_materialization() .list_of_block_partitions[0] .mask(row_indices, col_indices) )
30
virtual_partition.py
Python
modin/core/execution/dask/implementations/pandas_on_dask/partitioning/virtual_partition.py
9bf8d57ca44e22fd69b0abc55793cf60c199ab4d
modin
1
3,835
48
12
14
310
32
0
68
166
test_stream_slices_with_state
🎉 🎉 Source FB Marketing: performance and reliability fixes (#9805) * Facebook Marketing performance improvement * add comments and little refactoring * fix integration tests with the new config * improve job status handling, limit concurrency to 10 * fix campaign jobs, refactor manager * big refactori...
https://github.com/airbytehq/airbyte.git
def test_stream_slices_with_state(self, api, async_manager_mock, start_date): end_date = start_date + duration(days=10) cursor_value = start_date + duration(days=5) state = {AdsInsights.cursor_field: cursor_value.date().isoformat()} stream = AdsInsights(api=api, start_date=start...
197
test_base_insight_streams.py
Python
airbyte-integrations/connectors/source-facebook-marketing/unit_tests/test_base_insight_streams.py
a3aae8017a0a40ff2006e2567f71dccb04c997a5
airbyte
1
127,765
29
10
15
101
13
0
34
98
sample
[RLlib] A few updates for offline DQN usage (#28593) 1. Allow users to select between huber or mse losses for num_atoms=1 case. 2. Allow users to configure temperature parameter for Categorical distribution. 3. Introduce FifoReplayBuffer to allow off-policy algorithms to be used without a real ReplayBuffer. Signe...
https://github.com/ray-project/ray.git
def sample(self, *args, **kwargs) -> Optional[SampleBatchType]: if len(self._queue) <= 0: # Return empty SampleBatch if queue is empty. return MultiAgentBatch({}, 0) batch = self._queue.pop(0) # Equal weights of 1.0. batch["weights"] = np.ones(len(batch))...
61
fifo_replay_buffer.py
Python
rllib/utils/replay_buffers/fifo_replay_buffer.py
4105ca4d2be368a7893df9a0bd64e1641936c046
ray
2
260,025
7
10
3
44
9
0
7
21
_validate_targets
ENH Deprecate `class_weight_` in regression/single class models in SVM module (#22898) Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
https://github.com/scikit-learn/scikit-learn.git
def _validate_targets(self, y): return column_or_1d(y, warn=True).astype(np.float64, copy=False)
38
_base.py
Python
sklearn/svm/_base.py
f205b9579ab44988d28d890a9b4c944b37d89e73
scikit-learn
1
247,511
68
11
49
414
33
0
112
586
test_thumbnail_repeated_thumbnail
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_thumbnail_repeated_thumbnail(self) -> None: self._test_thumbnail( "scale", self.test_image.expected_scaled, self.test_image.expected_found ) if not self.test_image.expected_found: return # Fetching again should work, without re-requesting the i...
263
test_media_storage.py
Python
tests/rest/media/v1/test_media_storage.py
32c828d0f760492711a98b11376e229d795fd1b3
synapse
4
20,858
13
12
5
71
6
0
13
45
plain
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 plain(self) -> str: if len(self._text) != 1: self._text[:] = ["".join(self._text)] return self._text[0]
42
text.py
Python
pipenv/patched/notpip/_vendor/rich/text.py
f3166e673fe8d40277b804d35d77dcdb760fc3b3
pipenv
2