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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
185,436 | 4 | 8 | 2 | 23 | 2 | 0 | 4 | 10 | test_checkboxes | Checkbox polishing + fix auto-width in Horizontal layout (#942)
* checkbox widget
* fixes
* Checkbox additions, fix content width in horizontal layout
* Update docs, add tests for checkbox
* Remove some test code
* Small renaming of test class
Co-authored-by: Will McGugan <willmcgugan@gmail.com> | https://github.com/Textualize/textual.git | def test_checkboxes(snap_compare):
assert snap_compare("docs/examples/widgets/checkbox.py")
| 11 | test_snapshots.py | Python | tests/snapshot_tests/test_snapshots.py | 4a0dc49bca6fdae8880c105ccf816180e65dc2a6 | textual | 1 | |
95,593 | 26 | 9 | 9 | 92 | 13 | 0 | 28 | 92 | send | feat(notifications): Nudge Notifications (#30409)
Co-authored-by: getsantry[bot] <66042841+getsantry[bot]@users.noreply.github.com> | https://github.com/getsentry/sentry.git | def send(self) -> None:
from sentry.notifications.notify import notify
participants_by_provider = self.get_participants()
if not participants_by_provider:
return
context = self.get_context()
for provider, recipients in participants_by_provider.items():
... | 58 | base.py | Python | src/sentry/notifications/notifications/base.py | 2a5e2fd78a7e1a963e2827f90c64f353928d79b4 | sentry | 3 | |
153,895 | 24 | 14 | 15 | 127 | 18 | 0 | 33 | 238 | binary_operation | PERF-#4182, FIX-#4059: Add cell-wise execution for binary ops, fix bin ops for empty dataframes (#4391)
Signed-off-by: Alexey Prutskov <lehaprutskov@gmail.com> | https://github.com/modin-project/modin.git | def binary_operation(cls, left, func, right):
[part.drain_call_queue() for part in right.flatten()]
func = cls.preprocess_func(func)
return np.array(
[
[
part.apply(
func,
right[row_idx][col... | 84 | partition_manager.py | Python | modin/core/dataframe/pandas/partitioning/partition_manager.py | 8f35ab57996d18f2c1f001d624682952853454cd | modin | 4 | |
293,362 | 8 | 6 | 3 | 25 | 4 | 0 | 8 | 22 | discovery_hash | Add MQTT notify platform (#64728)
* Mqtt Notify service draft
* fix updates
* Remove TARGET config parameter
* do not use protected attributes
* complete tests
* device support for auto discovery
* Add targets attribute and support for data param
* Add tests and resolve naming issues
* CONF_COM... | https://github.com/home-assistant/core.git | def discovery_hash(self) -> tuple | None:
return self._discovery_hash
| 14 | notify.py | Python | homeassistant/components/mqtt/notify.py | e574a3ef1d855304b2a78c389861c421b1548d74 | core | 1 | |
293,993 | 9 | 6 | 9 | 28 | 5 | 0 | 10 | 24 | in_progress | Add update entity platform (#68248)
Co-authored-by: Glenn Waters <glenn@watrs.ca> | https://github.com/home-assistant/core.git | def in_progress(self) -> bool | int | None:
return self._attr_in_progress
| 16 | __init__.py | Python | homeassistant/components/update/__init__.py | 073fb40b79cf8aa06790fdceb23b6857db888c99 | core | 1 | |
257,868 | 89 | 17 | 25 | 556 | 26 | 0 | 153 | 369 | get_type | Classify pipeline's type based on its components (#3132)
* Add pipeline get_type mehod
* Add pipeline uptime
* Add pipeline telemetry event sending
* Send pipeline telemetry once a day (at most)
* Add pipeline invocation counter, change invocation counter logic
* Update allowed telemetry parameters - al... | https://github.com/deepset-ai/haystack.git | def get_type(self) -> str:
# values of the dict are functions evaluating whether components of this pipeline match the pipeline type
# specified by dict keys
pipeline_types = {
"GenerativeQAPipeline": lambda x: {"Generator", "Retriever"} <= set(x.keys()),
"FAQPip... | 317 | base.py | Python | haystack/pipelines/base.py | 938e6fda5b686ec49c52cb23f786a74d9321e048 | haystack | 10 | |
290,236 | 8 | 9 | 3 | 35 | 6 | 0 | 8 | 22 | available | Bump nexia to 2.0.6 (#81474)
* Bump nexia to 2.0.6
- Marks thermostat unavailable when it is offline
* is property | https://github.com/home-assistant/core.git | def available(self) -> bool:
return super().available and self._thermostat.is_online
| 20 | entity.py | Python | homeassistant/components/nexia/entity.py | b313f3794692fd5edd97e5637efabb1efeeff14d | core | 2 | |
168,150 | 13 | 12 | 5 | 46 | 8 | 0 | 13 | 27 | _disabled | TYP: annotate functions that always error with NoReturn (#48002) | https://github.com/pandas-dev/pandas.git | def _disabled(self, *args, **kwargs) -> NoReturn:
raise TypeError(f"'{type(self).__name__}' does not support mutable operations.")
| 20 | frozen.py | Python | pandas/core/indexes/frozen.py | 6ba2a67556526db2e5b0b60a566b5f2039cf4a46 | pandas | 1 | |
133,141 | 2 | 6 | 18 | 13 | 2 | 0 | 2 | 5 | test_multiple_callbacks | [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_multiple_callbacks(ray_start_1_cpu):
| 98 | test_dask_callback.py | Python | python/ray/util/dask/tests/test_dask_callback.py | 7f1bacc7dc9caf6d0ec042e39499bbf1d9a7d065 | ray | 1 | |
130,503 | 69 | 13 | 22 | 162 | 17 | 0 | 87 | 384 | destroy_autoscaler_workers | [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 destroy_autoscaler_workers(self):
if self.autoscaler is None:
return # Nothing to clean up.
if self.autoscaling_config is None:
# This is a logic error in the program. Can't do anything.
logger.error("Monitor: Cleanup failed due to lack of autoscaler c... | 92 | monitor.py | Python | python/ray/autoscaler/_private/monitor.py | 7f1bacc7dc9caf6d0ec042e39499bbf1d9a7d065 | ray | 5 | |
278,879 | 28 | 11 | 4 | 51 | 6 | 0 | 33 | 55 | _policy_equivalent_to_dtype | Remove pylint comments.
PiperOrigin-RevId: 452353044 | https://github.com/keras-team/keras.git | def _policy_equivalent_to_dtype(policy):
# We use type() instead of isinstance because a subclass of Policy is never
# equivalent to a dtype.
return type(policy) == Policy and (
policy.name == "_infer" or _is_convertible_to_dtype(policy.name)
)
| 28 | policy.py | Python | keras/mixed_precision/policy.py | 3613c3defc39c236fb1592c4f7ba1a9cc887343a | keras | 3 | |
79,828 | 10 | 10 | 4 | 50 | 5 | 0 | 11 | 43 | _get_image_dimensions | feat: use Willow instead of Pillow for images.
Override all Django code calling Pillow, so that we can
more easily implement SVG support when it lands in
Willow. | https://github.com/wagtail/wagtail.git | def _get_image_dimensions(self):
if not hasattr(self, "_dimensions_cache"):
self._dimensions_cache = self.get_image_dimensions()
return self._dimensions_cache
| 28 | models.py | Python | wagtail/images/models.py | 912747f6aeb585a688b9d3536cf7bd7e1c94487c | wagtail | 2 | |
85,040 | 68 | 16 | 23 | 223 | 23 | 0 | 81 | 377 | test_archiving_interrupted | ruff: Fix B017 `assertRaises(Exception):` should be considered evil.
Signed-off-by: Anders Kaseorg <anders@zulip.com> | https://github.com/zulip/zulip.git | def test_archiving_interrupted(self) -> None:
expired_msg_ids = self._make_expired_zulip_messages(7)
expired_usermsg_ids = self._get_usermessage_ids(expired_msg_ids)
# Insert an exception near the end of the archiving process of a chunk:
with mock.patch(
"zerver.lib... | 132 | test_retention.py | Python | zerver/tests/test_retention.py | 033d2615f6614b06c8268fe60c6ee2a37892c204 | zulip | 1 | |
224,462 | 8 | 6 | 2 | 24 | 6 | 0 | 8 | 22 | on_page_markdown | 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_page_markdown(self, markdown, page, config, files):
return markdown
| 16 | plugins.py | Python | mkdocs/plugins.py | f79b34d174e41084391868e7b503f5c61b8b1bdf | mkdocs | 1 | |
259,566 | 6 | 8 | 2 | 29 | 4 | 0 | 6 | 12 | completeness_score | DOC Ensure completeness_score passes numpydoc validation (#23016) | https://github.com/scikit-learn/scikit-learn.git | def completeness_score(labels_true, labels_pred):
return homogeneity_completeness_v_measure(labels_true, labels_pred)[1]
| 18 | _supervised.py | Python | sklearn/metrics/cluster/_supervised.py | 59428da95751fa92d46687850932f8f6ab1b4f3d | scikit-learn | 1 | |
165,251 | 8 | 13 | 5 | 44 | 5 | 0 | 8 | 22 | has_dropped_na | BUG: Fix some cases of groupby(...).transform with dropna=True (#45953) | https://github.com/pandas-dev/pandas.git | def has_dropped_na(self) -> bool:
return bool((self.group_info[0] < 0).any())
| 26 | ops.py | Python | pandas/core/groupby/ops.py | 1efa4fb9cca4e313b644c66608a08cf768b4ed04 | pandas | 1 | |
260,585 | 14 | 7 | 3 | 34 | 5 | 0 | 14 | 42 | fit | MNT TrucatedSVD uses _validate_parameters (#23987)
Co-authored-by: jeremiedbb <jeremiedbb@yahoo.fr> | https://github.com/scikit-learn/scikit-learn.git | def fit(self, X, y=None):
# param validation is done in fit_transform
self.fit_transform(X)
return self
| 20 | _truncated_svd.py | Python | sklearn/decomposition/_truncated_svd.py | 7da7ba603d42398c6e7cf89ea5336b8aabac7bae | scikit-learn | 1 | |
177,959 | 11 | 6 | 2 | 19 | 3 | 0 | 11 | 20 | forwards | fix: DEV-2589: Move calculate_stats_all_orgs to rq_workers, swap migration (#2569) | https://github.com/heartexlabs/label-studio.git | def forwards(apps, schema_editor):
# This migration was moved to 0024_manual_migrate_counters_again.py
return
| 9 | 0018_manual_migrate_counters.py | Python | label_studio/tasks/migrations/0018_manual_migrate_counters.py | 55f09c794840fcd99659a1ab8f9319560d769495 | label-studio | 1 | |
147,576 | 10 | 7 | 14 | 31 | 3 | 0 | 10 | 31 | callbacks | [RLlib] POC: Config objects instead of dicts (PPO only). (#23491) | https://github.com/ray-project/ray.git | def callbacks(self, callbacks_class) -> "TrainerConfig":
self.callbacks_class = callbacks_class
return self
| 17 | trainer_config.py | Python | rllib/agents/trainer_config.py | 2eaa54bd763ae0e63158ae0d939633c804394b78 | ray | 1 | |
12,673 | 170 | 12 | 95 | 534 | 27 | 0 | 294 | 874 | mixin_pod_parser | feat: allow to pass a list of port monitoring to replicas (#4961) | https://github.com/jina-ai/jina.git | def mixin_pod_parser(parser, port_monitoring=True):
gp = add_arg_group(parser, title='Pod')
gp.add_argument(
'--runtime-cls',
type=str,
default='WorkerRuntime',
help='The runtime class to run inside the Pod',
)
gp.add_argument(
'--timeout-ready',
t... | 326 | pod.py | Python | jina/parsers/orchestrate/pod.py | 27a3f942c7f228f072c35832aa9e4fb1d30a6118 | jina | 5 | |
135,648 | 16 | 14 | 10 | 61 | 10 | 0 | 16 | 48 | ignore_ray_errors | Refactor ActorManager to store underlying remote actors in dict. (#29953)
Signed-off-by: Jun Gong <jungong@anyscale.com> | https://github.com/ray-project/ray.git | def ignore_ray_errors(self) -> Iterator[ResultOrError]:
return self._Iterator(
[r for r in self.result_or_errors if not isinstance(r.get(), RayError)]
)
| 38 | actor_manager.py | Python | rllib/utils/actor_manager.py | b84dac2609bd587c43ed17bb6fa18fb7241a41de | ray | 3 | |
250,754 | 16 | 9 | 14 | 65 | 7 | 0 | 20 | 92 | load | Rotate stream files (#5097)
* Example addon for saving streamed data including a small bug fix to make it work.
* Revert "Example addon for saving streamed data including a small bug fix to make it work."
This reverts commit 02ab78def9a52eaca1a89d0757cd9475ce250eaa.
* Add support for rotating stream files eve... | https://github.com/mitmproxy/mitmproxy.git | def load(self, loader):
loader.add_option(
"save_stream_file", typing.Optional[str], None,
)
loader.add_option(
"save_stream_filter", typing.Optional[str], None,
"Filter which flows are written to file."
)
| 41 | save.py | Python | mitmproxy/addons/save.py | 3a5550a09cd40d76acfe71aa45c7a8309525ad51 | mitmproxy | 1 | |
269,121 | 64 | 17 | 14 | 159 | 19 | 0 | 86 | 156 | validate_per_replica_inputs | Rework a test to avoid instantiating DistributedValues directly.
PiperOrigin-RevId: 438824819 | https://github.com/keras-team/keras.git | def validate_per_replica_inputs(distribution_strategy, x):
# Convert the inputs and targets into a list of PerReplica objects.
per_replica_list = tf.nest.flatten(x)
x_values_list = []
for x in per_replica_list:
# At this point x should contain only tensors.
x_values = distribution_strategy.unwrap(x)
... | 94 | distributed_training_utils_v1.py | Python | keras/distribute/distributed_training_utils_v1.py | 2d7dc6080f0824200e317f255e3290da60e0f98a | keras | 5 | |
156,724 | 33 | 14 | 10 | 147 | 12 | 0 | 42 | 139 | transpose | Don't include docs in ``Array`` methods, just refer to module docs (#9244)
Co-authored-by: James Bourbeau <jrbourbeau@users.noreply.github.com> | https://github.com/dask/dask.git | def transpose(self, *axes):
from dask.array.routines import transpose
if not axes:
axes = None
elif len(axes) == 1 and isinstance(axes[0], Iterable):
axes = axes[0]
if (axes == tuple(range(self.ndim))) or (axes == tuple(range(-self.ndim, 0))):
... | 93 | core.py | Python | dask/array/core.py | 2820bae493a49cb1d0a6e376985c5473b8f04fa8 | dask | 6 | |
109,425 | 21 | 11 | 7 | 80 | 10 | 0 | 23 | 84 | set_connectionstyle | 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 set_connectionstyle(self, connectionstyle=None, **kwargs):
if connectionstyle is None:
return ConnectionStyle.pprint_styles()
self._connector = (
ConnectionStyle(connectionstyle, **kwargs)
if isinstance(connectionstyle, str) else connectionstyle)
... | 51 | patches.py | Python | lib/matplotlib/patches.py | 0dc472b4c7cdcc1e88228988fff17762c90f1cb9 | matplotlib | 3 | |
258,627 | 10 | 10 | 3 | 50 | 9 | 0 | 11 | 32 | _sample_hiddens | ENH Replaced RandomState with Generator compatible calls (#22271) | https://github.com/scikit-learn/scikit-learn.git | def _sample_hiddens(self, v, rng):
p = self._mean_hiddens(v)
return rng.uniform(size=p.shape) < p
| 31 | _rbm.py | Python | sklearn/neural_network/_rbm.py | 254ea8c453cd2100ade07644648f1f00392611a6 | scikit-learn | 1 | |
247,584 | 55 | 9 | 12 | 152 | 18 | 0 | 76 | 192 | test_cancellation_while_holding_read_lock | Add cancellation support to `ReadWriteLock` (#12120)
Also convert `ReadWriteLock` to use async context managers.
Signed-off-by: Sean Quah <seanq@element.io> | https://github.com/matrix-org/synapse.git | def test_cancellation_while_holding_read_lock(self):
rwlock = ReadWriteLock()
key = "key"
# 1. A reader takes the lock and blocks.
reader_d, _, _ = self._start_blocking_reader(rwlock, key, "read completed")
# 2. A writer waits for the reader to complete.
writer... | 88 | test_rwlock.py | Python | tests/util/test_rwlock.py | 605d161d7d585847fd1bb98d14d5281daeac8e86 | synapse | 1 | |
42,077 | 34 | 15 | 11 | 165 | 22 | 0 | 46 | 138 | adjust_legend_subtitles | Workaround for matplotlib rc_context issue (#2925)
* Workaround for matplotlib rc_context issue
Fixes #2914
* Add some additional comments about this workaround | https://github.com/mwaskom/seaborn.git | def adjust_legend_subtitles(legend):
# Legend title not in rcParams until 3.0
font_size = plt.rcParams.get("legend.title_fontsize", None)
hpackers = legend.findobj(mpl.offsetbox.VPacker)[0].get_children()
for hpack in hpackers:
draw_area, text_area = hpack.get_children()
handles = d... | 100 | utils.py | Python | seaborn/utils.py | 6460a21555ba6557e1f6f06f4d677d9c19148169 | seaborn | 6 | |
31,387 | 7 | 13 | 2 | 54 | 9 | 0 | 7 | 12 | fill_with_neg_inf | Not use -1e4 as attn mask (#17306)
* Use torch.finfo(self.dtype).min
* for GPTNeoX
* for Albert
* For Splinter
* Update src/transformers/models/data2vec/modeling_data2vec_audio.py
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
* fix -inf used in Bart-like models
* Fix a few remain... | https://github.com/huggingface/transformers.git | def fill_with_neg_inf(t):
return t.float().fill_(torch.finfo(t.dtype).min).type_as(t)
# Public API | 31 | modeling_fsmt.py | Python | src/transformers/models/fsmt/modeling_fsmt.py | d3cb28886ac68beba9a6646b422a4d727b056c0c | transformers | 1 | |
52,513 | 11 | 9 | 2 | 44 | 7 | 0 | 11 | 25 | encode | Add Diffsinger Module (#2120)
* add diffsinger
* update README
* update README | https://github.com/PaddlePaddle/PaddleHub.git | def encode(self, s):
return [int(w) + self._num_reserved_ids for w in s.split()]
| 27 | text_encoder.py | Python | modules/audio/svs/diffsinger/utils/text_encoder.py | 7eef3bfde63d03acbd1fc9a15a5e56bef47c0ef7 | PaddleHub | 2 | |
136,752 | 42 | 12 | 172 | 181 | 25 | 0 | 54 | 150 | test_logs_manager_resolve_file | [core][observability] Refactor ray log API (#30422)
This PR changes a few ray log semantics based on this: https://docs.google.com/document/d/1mwLz589IZ4LlPh218dDTMskec9hp3r40hw7ROYq3eVo/edit
Change ray logs with various ids to ray logs <subcommand>
i.e. ray logs worker --pid=x and ray logs actor --id=x and ray lo... | https://github.com/ray-project/ray.git | async def test_logs_manager_resolve_file(logs_manager):
node_id = NodeID(b"1" * 28)
logs_client = logs_manager.data_source_client
logs_client.get_all_registered_agent_ids = MagicMock()
logs_client.get_all_registered_agent_ids.return_value = [node_id.hex()]
expected_filename = "filename"
log... | 874 | test_state_api_log.py | Python | python/ray/tests/test_state_api_log.py | acff8b6fa615bfe6463fd76660b14ef2bbafda42 | ray | 1 | |
131,590 | 43 | 6 | 37 | 45 | 8 | 1 | 61 | 85 | test_run_driver_twice | [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_run_driver_twice(ray_start_regular):
# We used to have issue 2165 and 2288:
# https://github.com/ray-project/ray/issues/2165
# https://github.com/ray-project/ray/issues/2288
# both complain that driver will hang when run for the second time.
# This test is used to verify the fix for above i... | driver_script = """ | 37 | test_multi_node_3.py | Python | python/ray/tests/test_multi_node_3.py | 7f1bacc7dc9caf6d0ec042e39499bbf1d9a7d065 | ray | 2 |
85,028 | 29 | 13 | 10 | 96 | 10 | 0 | 32 | 97 | test_create_realm_no_creation_key | realm_creation: Rework error pages.
The previous error page was inadequate for serving the two different
scenarios where we show errors in realm_creations, in particular
containing a misleading sentence about realm creation being disabled
(even in the case where it was actually enabled and the user simply had
an expir... | https://github.com/zulip/zulip.git | def test_create_realm_no_creation_key(self) -> None:
email = "user1@test.com"
with self.settings(OPEN_REALM_CREATION=False):
# Create new realm with the email, but no creation key.
result = self.client_post("/new/", {"email": email})
self.assertEqual(result.... | 53 | test_signup.py | Python | zerver/tests/test_signup.py | 582d5b0aa31ac79a5ee1af95b2e71c4bfc53d5aa | zulip | 1 | |
215,983 | 20 | 12 | 5 | 68 | 8 | 1 | 20 | 38 | is_photonos | Update to latest ``pyupgrade`` hook. Stop skipping it on CI.
Signed-off-by: Pedro Algarvio <palgarvio@vmware.com> | https://github.com/saltstack/salt.git | def is_photonos():
(osname, osrelease, oscodename) = (
x.strip('"').strip("'") for x in linux_distribution()
)
return osname == "VMware Photon OS"
@real_memoize | @real_memoize | 36 | platform.py | Python | salt/utils/platform.py | f2a783643de61cac1ff3288b40241e5ce6e1ddc8 | salt | 2 |
259,057 | 24 | 10 | 6 | 94 | 11 | 0 | 29 | 55 | _array_indexing | MNT Clean fixes and compat for old versions of our dependencies (#22642)
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org> | https://github.com/scikit-learn/scikit-learn.git | def _array_indexing(array, key, key_dtype, axis):
if issparse(array) and key_dtype == "bool":
key = np.asarray(key)
if isinstance(key, tuple):
key = list(key)
return array[key] if axis == 0 else array[:, key]
| 60 | __init__.py | Python | sklearn/utils/__init__.py | 34f9dbf54164e3c62d68765fe45f27f067a45562 | scikit-learn | 5 | |
244,274 | 33 | 12 | 11 | 130 | 17 | 0 | 47 | 139 | forward_single | [Feature] Support DDOD: Disentangle Your Dense Object Detector(ACM MM2021 oral) (#7279)
* add ddod feature
* add ddod feature
* modify new
* [Feature] modify ddod code0225
* [Feature] modify ddod code0226
* [Feature] modify ddod code0228
* [Feature] modify ddod code0228#7279
* [Feature] modify ddo... | https://github.com/open-mmlab/mmdetection.git | def forward_single(self, x, scale):
cls_feat = x
reg_feat = x
for cls_conv in self.cls_convs:
cls_feat = cls_conv(cls_feat)
for reg_conv in self.reg_convs:
reg_feat = reg_conv(reg_feat)
cls_score = self.atss_cls(cls_feat)
# we just follow ... | 79 | ddod_head.py | Python | mmdet/models/dense_heads/ddod_head.py | 151a803ed0119560f59dbe7b73824dbdcae08fc6 | mmdetection | 3 | |
291,307 | 8 | 6 | 3 | 25 | 4 | 0 | 8 | 22 | native_value | Add `text` platform (#79454)
Co-authored-by: Franck Nijhof <frenck@frenck.nl>
Co-authored-by: Franck Nijhof <git@frenck.dev> | https://github.com/home-assistant/core.git | def native_value(self) -> str | None:
return self._attr_native_value
| 14 | __init__.py | Python | homeassistant/components/text/__init__.py | 003e4224c89a6da381960dc5347750d1521d85c9 | core | 1 | |
8,423 | 4 | 8 | 2 | 24 | 4 | 0 | 4 | 18 | to_dict | Config Object (#2426)
* Fixed loss instances across features
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
* Fixed binary OneOfImplementation
* [pre-commit.ci] auto fixes from pre-commit.com hooks
for more information, see https://pre-commit.ci
... | https://github.com/ludwig-ai/ludwig.git | def to_dict(self):
return convert_submodules(self.__dict__)
| 13 | model_config.py | Python | ludwig/schema/model_config.py | 4d2d81f9fdefc52eea6a9bf0826a6f2ffc8d681b | ludwig | 1 | |
27,990 | 62 | 16 | 21 | 271 | 24 | 0 | 94 | 360 | preprocess | Better media thumbnails including WebP support (#9988)
* Add thumbnail app
* Update get_thumbnail_size method and add tests
* Add logic for creating thumbnails
* Update logic for getting thumbnail
* Allow defining format for tumbnail generation
* Clear handle_thumbnail views
* Add prepare_image_proxy... | https://github.com/saleor/saleor.git | def preprocess(self, image, image_format):
format = self.format or image_format
save_kwargs = {"format": format}
# Ensuring image is properly rotated
if hasattr(image, "_getexif"):
exif_datadict = image._getexif() # returns None if no EXIF data
if exif_... | 162 | utils.py | Python | saleor/thumbnail/utils.py | 5d1a36b9aaf408016957db04f86397b2e53c2500 | saleor | 8 | |
189,440 | 38 | 12 | 23 | 163 | 10 | 0 | 42 | 319 | _get_formatter | 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 _get_formatter(self, **kwargs):
config = {
attr: getattr(self, attr)
for attr in [
"include_sign",
"group_with_commas",
"num_decimal_places",
]
}
config.update(kwargs)
return "".join(
... | 92 | numbers.py | Python | manim/mobject/numbers.py | 902e7eb4f0147b5882a613b67467e38a1d47f01e | manim | 4 | |
87,194 | 27 | 12 | 14 | 135 | 16 | 0 | 30 | 184 | test_get_dynamic_sampling_after_migrating_to_new_plan_default_biases | feat(ds): Support new DS behaviour in project_details endpoint (#40387)
Supports new adaptive dynamic sampling behaviour alongside
the deprecated dynamic sampling behaviour and achieves that
through feature flag differentiation
This PR achieve that through the following:
- Introducing a new `DynamicSamplingBiasS... | https://github.com/getsentry/sentry.git | def test_get_dynamic_sampling_after_migrating_to_new_plan_default_biases(self):
self.project.update_option("sentry:dynamic_sampling", self.dynamic_sampling_data)
with Feature(
{
self.universal_ds_flag: True,
self.old_ds_flag: True,
s... | 83 | test_project_details.py | Python | tests/sentry/api/endpoints/test_project_details.py | 5462ee11ad11ebb9a50323befcd286816d7898c8 | sentry | 1 | |
19,360 | 25 | 11 | 9 | 115 | 9 | 0 | 36 | 107 | calc_second_derivative | enhance cubic spline path doc (#698)
* enhance cublic spline path doc
* enhance cublic spline path doc
* enhance cublic spline path doc
* enhance cublic spline path doc
* enhance cublic spline path doc
* enhance cublic spline path doc
* enhance cublic spline path doc
* enhance cublic spline path d... | https://github.com/AtsushiSakai/PythonRobotics.git | def calc_second_derivative(self, x):
if x < self.x[0]:
return None
elif x > self.x[-1]:
return None
i = self.__search_index(x)
dx = x - self.x[i]
ddy = 2.0 * self.c[i] + 6.0 * self.d[i] * dx
return ddy
| 78 | cubic_spline_planner.py | Python | PathPlanning/CubicSpline/cubic_spline_planner.py | def289b723e9216830c2a7b2577cb31b55710167 | PythonRobotics | 3 | |
80,457 | 45 | 14 | 21 | 358 | 36 | 0 | 62 | 273 | final_run_hook | Make task logic use consistent artifact dir location | https://github.com/ansible/awx.git | def final_run_hook(self, instance, status, private_data_dir, fact_modification_times):
instance.log_lifecycle("finalize_run")
artifact_dir = os.path.join(private_data_dir, 'artifacts', str(self.instance.id))
job_profiling_dir = os.path.join(artifact_dir, 'playbook_profiling')
aw... | 214 | jobs.py | Python | awx/main/tasks/jobs.py | 8fac1c18c8c0ad04d4a32ed3e7f24e883b6e5261 | awx | 5 | |
289,724 | 8 | 10 | 4 | 41 | 4 | 0 | 8 | 29 | async_added_to_hass | Use DataUpdateCoordinator in scrape (#80593)
* Add DataUpdateCoordinator to scrape
* Fix tests | https://github.com/home-assistant/core.git | async def async_added_to_hass(self) -> None:
await super().async_added_to_hass()
self._async_update_from_rest_data()
| 21 | sensor.py | Python | homeassistant/components/scrape/sensor.py | 64d6d04ade1ae851e1bd1fe63f89ae62c0de55ab | core | 1 | |
19,673 | 34 | 15 | 12 | 157 | 18 | 0 | 42 | 149 | dist_is_in_project | Issue 4993 Add standard pre commit hooks and apply linting. (#4994)
* Add .pre-commit-config.yaml to the project and exclude tests (for now). This does not include the MyPy linting that pip does but does include everything else. | https://github.com/pypa/pipenv.git | def dist_is_in_project(self, dist):
# type: (pkg_resources.Distribution) -> bool
from .environments import normalize_pipfile_path as _normalized
prefixes = [
_normalized(prefix)
for prefix in self.base_paths["libdirs"].split(os.pathsep)
if _normalize... | 95 | environment.py | Python | pipenv/environment.py | 9a3b3ce70621af6f9adaa9eeac9cf83fa149319c | pipenv | 5 | |
187,499 | 10 | 12 | 7 | 67 | 11 | 0 | 10 | 34 | test_failure_schema | plugin.api.validate: add re.Pattern validation
Use the `search()` method and return `None` or a `re.Match` instance.
This avoids having to explicitly define the validation pattern
```py
validate.transform(re.compile(...).search)
``` | https://github.com/streamlink/streamlink.git | def test_failure_schema(self):
with pytest.raises(validate.ValidationError) as cm:
validate.validate(re.compile(r"foo"), 123)
assert_validationerror(cm.value, )
| 39 | test_api_validate.py | Python | tests/test_api_validate.py | b083eb3709c3abf0e3b7c0a2524ddacb5ac80f2e | streamlink | 1 | |
81,001 | 46 | 21 | 17 | 246 | 33 | 0 | 57 | 156 | reap | Specifically abort the reaper if instance not registered | https://github.com/ansible/awx.git | def reap(instance=None, status='failed', excluded_uuids=[]):
me = instance
if me is None:
try:
me = Instance.objects.me()
except RuntimeError as e:
logger.warning(f'Local instance is not registered, not running reaper: {e}')
return
now = tz_now()
... | 147 | reaper.py | Python | awx/main/dispatch/reaper.py | fe5736dc7f9566fad26bcc43241e50355a391fd6 | awx | 4 | |
28,452 | 16 | 8 | 6 | 67 | 7 | 0 | 20 | 44 | test_delete_files_from_storage_task_files_not_existing_files | Fix the migration for removing media marked as to remove (#10429)
* Add celery task for removing multiple files from storage
* Fix the migration for removing media marked as to remove | https://github.com/saleor/saleor.git | def test_delete_files_from_storage_task_files_not_existing_files(media_root):
# given
path = "random/test-path"
path_2 = "random/test-path-2"
assert not default_storage.exists(path)
assert not default_storage.exists(path_2)
# when
delete_files_from_storage_task([path, path_2])
| 36 | test_tasks.py | Python | saleor/core/tests/test_tasks.py | 2611883cda3b84ccbfcbf37221f5b62a08bc9af1 | saleor | 1 | |
288,884 | 67 | 22 | 75 | 475 | 33 | 0 | 108 | 1,553 | test_velux_cover_setup | Migrate HomeKit Controller to use stable identifiers (#80064) | https://github.com/home-assistant/core.git | async def test_velux_cover_setup(hass):
accessories = await setup_accessories_from_file(hass, "velux_gateway.json")
await setup_test_accessories(hass, accessories)
await assert_devices_and_entities_created(
hass,
DeviceTestInfo(
unique_id=HUB_TEST_ACCESSORY_ID,
... | 290 | test_velux_gateway.py | Python | tests/components/homekit_controller/specific_devices/test_velux_gateway.py | f23b1750e85f07091eb896a0b12b8f95e5646338 | core | 1 | |
195,147 | 7 | 9 | 2 | 39 | 4 | 0 | 7 | 21 | _get_text | Friends Dataset Teacher Add `speakers` field and flag to exclude speaker labels in `text` (#4693)
* add speakers field; add flag to exclude speaker labels in text
* fix logic
* update test fixture
* refactor out method | https://github.com/facebookresearch/ParlAI.git | def _get_text(self, utterance):
return utterance['text'].replace('\n', ' ')
| 20 | agents.py | Python | parlai/tasks/friends/agents.py | 982acb50f99261133ffa90ba04c569881389db6d | ParlAI | 1 | |
178,803 | 71 | 15 | 28 | 242 | 26 | 0 | 94 | 362 | getWindowsShortPathName | Windows: Fix, need to ignore permission denied when shortening paths.
* We shorten paths that may be inaccessible anyway, then it does
not make a difference we assume. | https://github.com/Nuitka/Nuitka.git | def getWindowsShortPathName(filename):
import ctypes.wintypes
GetShortPathNameW = ctypes.windll.kernel32.GetShortPathNameW
GetShortPathNameW.argtypes = [
ctypes.wintypes.LPCWSTR,
ctypes.wintypes.LPWSTR,
ctypes.wintypes.DWORD,
]
GetShortPathNameW.restype = ctypes.wintype... | 149 | FileOperations.py | Python | nuitka/utils/FileOperations.py | 5e056fe7f99b902cf7ac0539d6639d8fc666e0ee | Nuitka | 6 | |
259,553 | 154 | 15 | 30 | 524 | 46 | 1 | 238 | 390 | ols_ridge_dataset | TST tight and clean tests for Ridge (#22910)
* MNT replace pinvh by solve
* DOC more info for svd solver
* TST rewrite test_ridge
* MNT remove test_ridge_singular
* MNT restructure into several tests
* MNT remove test_toy_ridge_object
* MNT remove test_ridge_sparse_svd
This is tested in test_ridge... | https://github.com/scikit-learn/scikit-learn.git | def ols_ridge_dataset(global_random_seed, request):
# Make larger dim more than double as big as the smaller one.
# This helps when constructing singular matrices like (X, X).
if request.param == "long":
n_samples, n_features = 12, 4
else:
n_samples, n_features = 4, 12
k = min(n... | @pytest.mark.parametrize("solver", SOLVERS)
@pytest.mark.parametrize("fit_intercept", [True, False]) | 306 | test_ridge.py | Python | sklearn/linear_model/tests/test_ridge.py | 6528e14085d059f9d0c94f93378e7e3c0b967f27 | scikit-learn | 3 |
143,133 | 6 | 6 | 3 | 22 | 4 | 0 | 6 | 20 | metric | [tune/structure] Refactor `suggest` into `search` package (#26074)
This PR renames the `suggest` package to `search` and alters the layout slightly.
In the new package, the higher-level abstractions are on the top level and the search algorithms have their own subdirectories.
In a future refactor, we can turn al... | https://github.com/ray-project/ray.git | def metric(self) -> str:
return self._metric
| 12 | searcher.py | Python | python/ray/tune/search/searcher.py | 75d08b06328d213656e7280639b35ccecdfc34d0 | ray | 1 | |
264,299 | 24 | 13 | 6 | 80 | 13 | 0 | 25 | 79 | export_template | Refactor generic views; add plugins dev documentation | https://github.com/netbox-community/netbox.git | def export_template(self, template, request):
try:
return template.render_to_response(self.queryset)
except Exception as e:
messages.error(request, f"There was an error rendering the selected export template ({template.name}): {e}")
return redirect(request.pa... | 42 | bulk_views.py | Python | netbox/netbox/views/generic/bulk_views.py | 54834c47f8870e7faabcd847c3270da0bd3d2884 | netbox | 2 | |
135,916 | 4 | 6 | 2 | 19 | 3 | 0 | 4 | 18 | experiment_name | [air/wandb] Deprecate Wandb mixin, move to `setup_wandb()` function (#29828)
The wandb trainable mixin is clunky to use and can't be used with training loops of Ray AIR trainers. Instead we introduce a utility method `setup_wandb()` which initializes a wandb session with (overwritable) default values. This method achi... | https://github.com/ray-project/ray.git | def experiment_name(self):
return self._experiment_name
| 10 | function_trainable.py | Python | python/ray/tune/trainable/function_trainable.py | e7d9c242afab6028a2dd87def73389969d1dbd70 | ray | 1 | |
56,987 | 15 | 12 | 12 | 65 | 10 | 0 | 15 | 110 | activate | add initial test coverage for KubernetesClusterConfig | https://github.com/PrefectHQ/prefect.git | def activate(self) -> None:
try:
load_kube_config_from_dict(
config_dict=self.config,
context=self.context,
)
except AttributeError as ae:
print(str(ae))
raise
| 38 | kubernetes.py | Python | src/prefect/blocks/kubernetes.py | 5472ef18cf79bf24ed4c0175a97c70cbca7bb92a | prefect | 2 | |
33,579 | 11 | 12 | 7 | 78 | 4 | 0 | 16 | 45 | get_model | create Past CI results as tables for GitHub issue (#18953)
* create Past CI results as tables for GitHub issue
Co-authored-by: ydshieh <ydshieh@users.noreply.github.com> | https://github.com/huggingface/transformers.git | def get_model(test):
test = test.split("::")[0]
if test.startswith("tests/models/"):
test = test.split("/")[2]
else:
test = None
return test
| 43 | get_ci_error_statistics.py | Python | utils/get_ci_error_statistics.py | 367026000bbe9957f95eb1eb7d9649d78ac0b468 | transformers | 2 | |
82,124 | 38 | 12 | 12 | 125 | 13 | 0 | 52 | 180 | get_reason_if_failed | No InventoryUpdates when source Project is failed (#13063)
Previously, in some cases, an InventoryUpdate sourced by an SCM project
would still run and be successful even after the project it is sourced
from failed to update. This would happen because the InventoryUpdate
would revert the project back to its last wor... | https://github.com/ansible/awx.git | def get_reason_if_failed(self):
if self.status not in ('error', 'failed'):
return None
latest_update = self.project_updates.last()
if latest_update is not None and latest_update.failed:
failed_validation_tasks = latest_update.project_update_events.filter(
... | 69 | projects.py | Python | awx/main/models/projects.py | 1c65339a24cab91d0ab6c49824dff3925160b23f | awx | 5 | |
208,058 | 49 | 11 | 9 | 190 | 16 | 0 | 71 | 148 | apply | Canvas Header Stamping (#7384)
* Strip down the header-stamping PR to the basics.
* Serialize groups.
* Add groups to result backend meta data.
* Fix spelling mistake.
* Revert changes to canvas.py
* Revert changes to app/base.py
* Add stamping implementation to canvas.py
* Send task to AMQP with ... | https://github.com/celery/celery.git | def apply(self, args=None, kwargs=None, **options):
args = args if args else ()
kwargs = kwargs if kwargs else {}
groups = self.options.get("groups")
stamped_headers = self.options.get("stamped_headers")
self.stamp(visitor=GroupStampingVisitor(groups=groups, stamped_head... | 122 | canvas.py | Python | celery/canvas.py | 1c4ff33bd22cf94e297bd6449a06b5a30c2c1fbc | celery | 5 | |
288,859 | 63 | 10 | 20 | 252 | 14 | 0 | 109 | 181 | test_ecobee3_add_sensors_at_runtime | Migrate HomeKit Controller to use stable identifiers (#80064) | https://github.com/home-assistant/core.git | async def test_ecobee3_add_sensors_at_runtime(hass):
entity_registry = er.async_get(hass)
# Set up a base Ecobee 3 with no additional sensors.
# There shouldn't be any entities but climate visible.
accessories = await setup_accessories_from_file(hass, "ecobee3_no_sensors.json")
await setup_tes... | 138 | test_ecobee3.py | Python | tests/components/homekit_controller/specific_devices/test_ecobee3.py | f23b1750e85f07091eb896a0b12b8f95e5646338 | core | 1 | |
281,119 | 21 | 11 | 18 | 97 | 18 | 0 | 24 | 158 | call_dev | Crypto menu refactor (#1119)
* enabled some crypto commands in dd to be called independent of source loaded
* support for coin_map_df in all dd functions + load ta and plot chart refactor
* updated tests and removed coingecko scrapping where possible
* removed ref of command from hugo
* updated pycoingecko... | https://github.com/OpenBB-finance/OpenBBTerminal.git | def call_dev(self, other_args):
parser = argparse.ArgumentParser(
add_help=False,
formatter_class=argparse.ArgumentDefaultsHelpFormatter,
prog="dev",
description=,
)
ns_parser = parse_known_args_and_warn(
parser, other_args, EX... | 61 | dd_controller.py | Python | gamestonk_terminal/cryptocurrency/due_diligence/dd_controller.py | ea964109d654394cc0a5237e6ec5510ba6404097 | OpenBBTerminal | 2 | |
20,763 | 6 | 7 | 3 | 27 | 3 | 0 | 6 | 20 | unsplit | 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 unsplit(self) -> None:
del self._children[:]
| 15 | layout.py | Python | pipenv/patched/notpip/_vendor/rich/layout.py | f3166e673fe8d40277b804d35d77dcdb760fc3b3 | pipenv | 1 | |
300,613 | 28 | 13 | 10 | 107 | 15 | 0 | 33 | 106 | timestamp_custom | Fail template functions when no default specified (#71687) | https://github.com/home-assistant/core.git | def timestamp_custom(value, date_format=DATE_STR_FORMAT, local=True, default=_SENTINEL):
try:
date = dt_util.utc_from_timestamp(value)
if local:
date = dt_util.as_local(date)
return date.strftime(date_format)
except (ValueError, TypeError):
# If timestamp can't... | 66 | template.py | Python | homeassistant/helpers/template.py | 4885331509eeffe50f42d76b234996467b06170f | core | 4 | |
106,953 | 53 | 8 | 13 | 214 | 19 | 0 | 110 | 215 | rotate | Micro-optimize rotation transform.
The following test script shows a ~3x speedup.
```python
import math, numpy as np
mtx = np.array([[.1, .2, .3], [.4, .5, .6], [0, 0, 1]])
theta = np.pi / 4
def rotate(mtx, theta):
a = math.cos(theta)
b = math.sin(theta)
rotate_mtx = np.array([[a, -b, 0.0], [b, a, 0.0],... | https://github.com/matplotlib/matplotlib.git | def rotate(self, theta):
a = math.cos(theta)
b = math.sin(theta)
mtx = self._mtx
# Operating and assigning one scalar at a time is much faster.
(xx, xy, x0), (yx, yy, y0), _ = mtx.tolist()
# mtx = [[a -b 0], [b a 0], [0 0 1]] * mtx
mtx[0, 0] = a * xx - b ... | 143 | transforms.py | Python | lib/matplotlib/transforms.py | ff120cdc5aef1d609913678b1ac8c26e6f30691e | matplotlib | 1 | |
113,296 | 88 | 15 | 45 | 734 | 23 | 0 | 191 | 730 | import_data_test | [FEAT]: resume waiting/running, dedup on tuner side (TPE-only) (#4931) | https://github.com/microsoft/nni.git | def import_data_test(self, tuner_factory, stype="choice_str", support_middle=True):
if stype == "choice_str":
search_space = {
"choice_str": {
"_type": "choice",
"_value": ["cat", "dog", "elephant", "cow", "sheep", "panda", "tiger"]
... | 429 | test_builtin_tuners.py | Python | test/ut/sdk/test_builtin_tuners.py | d03c411c8eb865a840242d59260a942d041e2fba | nni | 7 | |
155,163 | 8 | 10 | 3 | 49 | 8 | 0 | 8 | 17 | wait | FEAT-#5053: Add pandas on unidist execution with MPI backend (#5059)
Signed-off-by: Igoshev, Iaroslav <iaroslav.igoshev@intel.com> | https://github.com/modin-project/modin.git | def wait(obj_refs):
unique_refs = list(set(obj_refs))
return unidist.wait(unique_refs, num_returns=len(unique_refs))
| 29 | utils.py | Python | modin/core/execution/unidist/common/utils.py | 193505fdf0c984743397ba3df56262f30aee13a8 | modin | 1 | |
288,487 | 13 | 9 | 5 | 43 | 4 | 0 | 15 | 47 | template | Refactor bayesian observations using dataclass (#79590)
* refactor
* remove some changes
* remove typehint
* improve codestyle
* move docstring to comment
* < 88 chars
* avoid short var names
* more readable
* fix rename
* Update homeassistant/components/bayesian/helpers.py
Co-authored-by... | https://github.com/home-assistant/core.git | def template(self) -> str | None:
if self.value_template is not None:
return self.value_template.template
return None
| 26 | helpers.py | Python | homeassistant/components/bayesian/helpers.py | dd1463da287f591652e47b00eee0c5b77f5f5b7c | core | 2 | |
249,242 | 21 | 10 | 12 | 109 | 14 | 0 | 22 | 97 | test_media_does_not_exist | 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_media_does_not_exist(self) -> None:
url = "/_synapse/admin/v1/media/%s/%s" % (self.server_name, "12345")
channel = self.make_request(
"DELETE",
url,
access_token=self.admin_user_tok,
)
self.assertEqual(404, channel.code, msg=channel... | 67 | test_media.py | Python | tests/rest/admin/test_media.py | 1595052b2681fb86c1c1b9a6028c1bc0d38a2e4b | synapse | 1 | |
21,744 | 8 | 9 | 11 | 38 | 5 | 0 | 8 | 14 | inline_table | Update tomlkit==0.9.2
Used:
python -m invoke vendoring.update --package=tomlkit | https://github.com/pypa/pipenv.git | def inline_table() -> InlineTable:
return InlineTable(Container(), Trivia(), new=True)
| 22 | api.py | Python | pipenv/vendor/tomlkit/api.py | 8faa74cdc9da20cfdcc69f5ec29b91112c95b4c9 | pipenv | 1 | |
323,146 | 78 | 15 | 28 | 341 | 31 | 0 | 115 | 408 | _pad_across_processes | [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 _pad_across_processes(self, tensor, pad_index=-100):
if isinstance(tensor, (list, tuple)):
return type(tensor)(self._pad_across_processes(
t, pad_index=pad_index) for t in tensor)
elif isinstance(tensor, dict):
return type(tensor)({
k:... | 214 | trainer_base.py | Python | paddlenlp/trainer/trainer_base.py | 44a290e94d1becd1f09fddc3d873f9e19c9d6919 | PaddleNLP | 9 | |
124,808 | 103 | 16 | 22 | 221 | 17 | 0 | 140 | 490 | prepare_for_shutdown | docs: Fix a few typos (#26556)
There are small typos in:
- doc/source/data/faq.rst
- python/ray/serve/replica.py
Fixes:
- Should read `successfully` rather than `succssifully`.
- Should read `pseudo` rather than `psuedo`. | https://github.com/ray-project/ray.git | async def prepare_for_shutdown(self):
while True:
# Sleep first because we want to make sure all the routers receive
# the notification to remove this replica first.
await asyncio.sleep(self._shutdown_wait_loop_s)
method_stat = self._get_handle_request_st... | 110 | replica.py | Python | python/ray/serve/replica.py | e42dc7943e11449e224419b0bae846766c06bbab | ray | 8 | |
45,056 | 6 | 10 | 3 | 38 | 7 | 0 | 6 | 20 | all_weight_rules | Refactor TriggerRule & WeightRule classes to inherit from Enum (#21264)
closes: #19905
related: #5302,#18627
Co-authored-by: Tzu-ping Chung <uranusjr@gmail.com>
Co-authored-by: Tzu-ping Chung <uranusjr@gmail.com> | https://github.com/apache/airflow.git | def all_weight_rules(cls) -> Set[str]:
return set(cls.__members__.values())
| 22 | weight_rule.py | Python | airflow/utils/weight_rule.py | 9ad4de835cbbd296b9dbd1ff0ea88c1cd0050263 | airflow | 1 | |
299,993 | 76 | 12 | 21 | 234 | 22 | 0 | 104 | 285 | _get_content_filter | Relax dlna_dmr filtering when browsing media (#69576)
* Fix incorrect types of test data structures
* Loosen MIME-type filtering for async_browse_media
* Add option to not filter results when browsing media
Some devices do not report all that they support, and in this case
filtering will hide media that's ac... | https://github.com/home-assistant/core.git | def _get_content_filter(self) -> Callable[[BrowseMedia], bool]:
if not self._device or not self._device.sink_protocol_info:
# Nothing is specified by the renderer, so show everything
_LOGGER.debug("Get content filter with no device or sink protocol info")
return lamb... | 143 | media_player.py | Python | homeassistant/components/dlna_dmr/media_player.py | eebf3acb93507f8f706f8043d57fdfd09942a750 | core | 6 | |
304,811 | 35 | 10 | 17 | 107 | 10 | 0 | 52 | 231 | _queued_event_check | Improve type hint in flic binary sensor entity (#77161) | https://github.com/home-assistant/core.git | def _queued_event_check(self, click_type, time_diff):
time_string = f"{time_diff:d} {'second' if time_diff == 1 else 'seconds'}"
if time_diff > self._timeout:
_LOGGER.warning(
"Queued %s dropped for %s. Time in queue was %s",
click_type,
... | 55 | binary_sensor.py | Python | homeassistant/components/flic/binary_sensor.py | 3031caafed9811e0b3da146c2ee5a8a7f0080b5e | core | 2 | |
3,604 | 9 | 7 | 5 | 34 | 5 | 0 | 10 | 42 | state_checkpoint_interval | :tada: Source Looker: Migrate to native CDK (#9609) | https://github.com/airbytehq/airbyte.git | def state_checkpoint_interval(self) -> Optional[int]:
if self._is_finished:
return 1
return 100
| 20 | streams.py | Python | airbyte-integrations/connectors/source-looker/source_looker/streams.py | 27b5ba338656b9adbfc8ebd90960a200a14d5935 | airbyte | 2 | |
141,965 | 50 | 10 | 13 | 153 | 26 | 0 | 55 | 116 | test_syncer_callback_wait_for_all_error | [tune] Refactor Syncer / deprecate Sync client (#25655)
This PR includes / depends on #25709
The two concepts of Syncer and SyncClient are confusing, as is the current API for passing custom sync functions.
This PR refactors Tune's syncing behavior. The Sync client concept is hard deprecated. Instead, we offer a... | https://github.com/ray-project/ray.git | def test_syncer_callback_wait_for_all_error(ray_start_2_cpus, temp_data_dirs):
tmp_source, tmp_target = temp_data_dirs
syncer_callback = TestSyncerCallback(
sync_period=0,
local_logdir_override=tmp_target,
)
trial1 = MockTrial(trial_id="a", logdir=tmp_source)
# Inject Failing... | 92 | test_syncer_callback.py | Python | python/ray/tune/tests/test_syncer_callback.py | 6313ddc47cf9df4df8c8907997df559850a1b874 | ray | 1 | |
275,131 | 4 | 6 | 2 | 19 | 3 | 0 | 4 | 18 | variable_dtype | Reformatting the codebase with black.
PiperOrigin-RevId: 450093126 | https://github.com/keras-team/keras.git | def variable_dtype(self):
return self._variable_dtype
| 10 | policy.py | Python | keras/mixed_precision/policy.py | 84afc5193d38057e2e2badf9c889ea87d80d8fbf | keras | 1 | |
248,360 | 25 | 12 | 36 | 139 | 9 | 0 | 41 | 299 | test_query_3pe_authenticates_token | Add authentication to thirdparty bridge APIs (#12746)
Co-authored-by: Brendan Abolivier <babolivier@matrix.org> | https://github.com/matrix-org/synapse.git | def test_query_3pe_authenticates_token(self):
SUCCESS_RESULT_USER = [
{
"protocol": PROTOCOL,
"userid": "@a:user",
"fields": {
"more": "fields",
},
}
]
SUCCESS_RESULT_LOCATION = ... | 178 | test_api.py | Python | tests/appservice/test_api.py | 6855024e0a363ff09d50586dcf1b089b77ac3b0c | synapse | 1 | |
34,270 | 26 | 12 | 11 | 112 | 11 | 0 | 32 | 149 | _clean_text | Add FastTokenizer to REALM (#15211)
* Remove BertTokenizer abstraction
* Add FastTokenizer to REALM
* Fix config archive map
* Fix copies
* Update realm.mdx
* Apply suggestions from code review | https://github.com/huggingface/transformers.git | def _clean_text(self, text):
output = []
for char in text:
cp = ord(char)
if cp == 0 or cp == 0xFFFD or _is_control(char):
continue
if _is_whitespace(char):
output.append(" ")
else:
output.append(cha... | 65 | tokenization_realm.py | Python | src/transformers/models/realm/tokenization_realm.py | 841d979190319098adc8101f9820a02ee3be4c8b | transformers | 6 | |
191,408 | 19 | 9 | 5 | 52 | 7 | 0 | 21 | 36 | test_document_lookups_dont_exist | 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_lookups_dont_exist() -> None:
page = Document(page_content=_PAGE_CONTENT)
# Start with lookup on "harrison".
output = page.lookup("harrison")
assert output == "No Results"
| 27 | test_document.py | Python | tests/unit_tests/docstore/test_document.py | ce7b14b84381c766ae42a0f71953b2a56c024dbb | langchain | 1 | |
52,343 | 46 | 11 | 20 | 244 | 29 | 0 | 57 | 351 | tracking | Update mot modules (#2111)
* remove fluid api
* fix readme | https://github.com/PaddlePaddle/PaddleHub.git | def tracking(self, video_stream, output_dir='mot_result', visualization=True, draw_threshold=0.5, use_gpu=False):
self.video_stream = video_stream
self.output_dir = output_dir
self.visualization = visualization
self.draw_threshold = draw_threshold
self.use_gpu = use_gpu
... | 152 | module.py | Python | modules/video/multiple_object_tracking/fairmot_dla34/module.py | e8f5bf8eab3aa1159fe0d96d87be64a2ba6fd7f2 | PaddleHub | 2 | |
299,420 | 6 | 10 | 2 | 54 | 8 | 1 | 6 | 11 | kpl_properties_data_fixture | Insteon Device Control Panel (#70834)
Co-authored-by: Paulus Schoutsen <paulus@home-assistant.io> | https://github.com/home-assistant/core.git | def kpl_properties_data_fixture():
return json.loads(load_fixture("insteon/kpl_properties.json"))
@pytest.fixture(name="iolinc_properties_data", scope="session") | @pytest.fixture(name="iolinc_properties_data", scope="session") | 15 | test_api_properties.py | Python | tests/components/insteon/test_api_properties.py | a9ca774e7ed1d8fe502a53d5b765c1d9b393a524 | core | 1 |
181,660 | 10 | 9 | 11 | 54 | 6 | 0 | 16 | 73 | test_dense2_with_non_sparse_components | Revert "Deployed 7ccda9a with MkDocs version: 1.3.0"
This reverts commit bd9629c40e01241766197119b581a99409b07068. | https://github.com/EpistasisLab/tpot.git | def test_dense2_with_non_sparse_components():
fit_then_transform(
dense2_partial_1h,
dense2,
categorical_features=[True, True, False]
)
fit_then_transform_dense(
dense2_partial_1h,
dense2,
categorical_features=[True, True, False]
)
| 37 | one_hot_encoder_tests.py | Python | tests/one_hot_encoder_tests.py | 388616b6247ca4ea8de4e2f340d6206aee523541 | tpot | 1 | |
316,448 | 13 | 13 | 30 | 61 | 10 | 0 | 13 | 39 | test_flow_with_default_discovery | Search/replace RESULT_TYPE_* by FlowResultType enum (#74642) | https://github.com/home-assistant/core.git | async def test_flow_with_default_discovery(hass, manager, discovery_source):
mock_integration(
hass,
MockModule("comp", async_setup_entry=AsyncMock(return_value=True)),
)
mock_entity_platform(hass, "config_flow.comp", None)
| 225 | test_config_entries.py | Python | tests/test_config_entries.py | 7cd68381f1d4f58930ffd631dfbfc7159d459832 | core | 1 | |
181,736 | 23 | 10 | 13 | 99 | 18 | 0 | 24 | 91 | test_fit_3 | Revert "Deployed 7ccda9a with MkDocs version: 1.3.0"
This reverts commit bd9629c40e01241766197119b581a99409b07068. | https://github.com/EpistasisLab/tpot.git | def test_fit_3():
tpot_obj = TPOTClassifier(
random_state=42,
population_size=1,
offspring_size=2,
generations=1,
subsample=0.8,
verbosity=0,
config_dict='TPOT light'
)
tpot_obj.fit(training_features, training_target)
assert isinstance(tpot_o... | 67 | tpot_tests.py | Python | tests/tpot_tests.py | 388616b6247ca4ea8de4e2f340d6206aee523541 | tpot | 1 | |
292,452 | 81 | 13 | 19 | 176 | 19 | 0 | 112 | 352 | async_added_to_hass | Add dlna_dms integration to support DLNA Digital Media Servers (#66437) | https://github.com/home-assistant/core.git | async def async_added_to_hass(self) -> None:
# Try to connect to the last known location, but don't worry if not available
if not self._device and self.location:
try:
await self.device_connect()
except UpnpError as err:
LOGGER.debug("Coul... | 102 | dms.py | Python | homeassistant/components/dlna_dms/dms.py | b19bf9b147f4321e89d1f7f01e68337f2102f460 | core | 4 | |
69,015 | 4 | 8 | 2 | 25 | 3 | 0 | 4 | 2 | get_doctypes_for_bank_reconciliation | fix: Remove Expense Claim from Bank Reconciliation
- add hooks `get_matching_queries` and `bank_reconciliation_doctypes` to extend the functionality in other apps | https://github.com/frappe/erpnext.git | def get_doctypes_for_bank_reconciliation():
return frappe.get_hooks("bank_reconciliation_doctypes")
| 12 | bank_transaction.py | Python | erpnext/accounts/doctype/bank_transaction/bank_transaction.py | 466bf998354b7452fbbebb62b751a93c41aa2f8f | erpnext | 1 | |
276,031 | 24 | 12 | 8 | 111 | 18 | 0 | 30 | 118 | _unblock_model_reconstruction | Reformatting the codebase with black.
PiperOrigin-RevId: 450093126 | https://github.com/keras-team/keras.git | def _unblock_model_reconstruction(self, layer_id, layer):
for model_id, v in self.model_layer_dependencies.items():
_, layers = v
if layer_id not in layers:
continue
layers[layers.index(layer_id)] = layer
if all(isinstance(x, base_layer.La... | 71 | load.py | Python | keras/saving/saved_model/load.py | 84afc5193d38057e2e2badf9c889ea87d80d8fbf | keras | 5 | |
245,504 | 8 | 8 | 18 | 34 | 6 | 0 | 8 | 14 | autocast_box_type | [Refactor] Refactor pipelines with boxlist. (#8562)
* Refactor pipelines and data_preprocesser by boxlist
* Refactor browse_dataset.py
* Update
* Update
* Update
* Update
* update
* Update
* Change with_box_wrapped to with_boxlist
* Fix comments
* Fix commits
* Update UT | https://github.com/open-mmlab/mmdetection.git | def autocast_box_type(dst_box_type='hbox') -> Callable:
_, box_type_cls = get_box_type(dst_box_type)
| 22 | box_type.py | Python | mmdet/structures/bbox/box_type.py | af063a6f25ddae4de90646f86b2db824f3d00138 | mmdetection | 1 | |
245,255 | 51 | 12 | 26 | 239 | 28 | 0 | 68 | 287 | load_data_list | [Refactor] refactor XMLDataset and VOCDataset, and add VOCMetric | https://github.com/open-mmlab/mmdetection.git | def load_data_list(self) -> List[dict]:
assert self._metainfo.get('CLASSES', None) is not None, \
'CLASSES in `XMLDataset` can not be None.'
self.cat2label = {
cat: i
for i, cat in enumerate(self._metainfo['CLASSES'])
}
data_list = []
... | 144 | xml_style.py | Python | mmdet/datasets/xml_style.py | 2d9e2a00bc8214f670fe13293201a050f7e58be5 | mmdetection | 3 | |
155,986 | 6 | 9 | 2 | 38 | 5 | 0 | 6 | 20 | ordered | Add `Series.str`,`Series.dt`, and `Series.cat` accessors to docs (#8757)
- Refactors the dataframe accessor implementation to define all
methods/properties statically on import. This makes it so that methods
can be accessed on the class itself, rather than only on instances.
- Use a different descriptor for adding ... | https://github.com/dask/dask.git | def ordered(self):
return self._delegate_property(self._series._meta, "cat", "ordered")
| 21 | categorical.py | Python | dask/dataframe/categorical.py | 9634da11a5a6e5eb64cf941d2088aabffe504adb | dask | 1 | |
22,223 | 70 | 14 | 23 | 177 | 17 | 0 | 98 | 279 | get_dependencies_from_cache | Rename notpip to pip. Vendor in pip-22.2.1 and latest requirementslib and vistir. | https://github.com/pypa/pipenv.git | def get_dependencies_from_cache(ireq):
if ireq.editable or not is_pinned_requirement(ireq):
return
if ireq not in DEPENDENCY_CACHE:
return
cached = set(DEPENDENCY_CACHE[ireq])
# Preserving sanity: Run through the cache and make sure every entry if
# valid. If this fails, someth... | 105 | dependencies.py | Python | pipenv/vendor/requirementslib/models/dependencies.py | cd5a9683be69c86c8f3adcd13385a9bc5db198ec | pipenv | 10 | |
106,241 | 44 | 17 | 15 | 243 | 22 | 0 | 59 | 212 | _n_descramble | Implement n-param descrambling using JSInterp
Fixes #29326, closes #29790, closes #30004, closes #30024, closes #30052,
closes #30088, closes #30097, closes #30102, closes #30109, closes #30119,
closes #30125, closes #30128, closes #30162, closes #30173, closes #30186,
closes #30192, closes #30221, closes #30239, clos... | https://github.com/ytdl-org/youtube-dl.git | def _n_descramble(self, n_param, player_url, video_id):
sig_id = ('nsig_value', n_param)
if sig_id in self._player_cache:
return self._player_cache[sig_id]
try:
player_id = ('nsig', player_url)
if player_id not in self._player_cache:
... | 155 | youtube.py | Python | youtube_dl/extractor/youtube.py | af9e72507ea38e5ab3fa2751ed09ec88021260cb | youtube-dl | 5 | |
32,145 | 59 | 13 | 15 | 206 | 8 | 0 | 96 | 183 | booleans_processing | TF: remove graph mode distinction when processing boolean options (#18102) | https://github.com/huggingface/transformers.git | def booleans_processing(config, **kwargs):
final_booleans = {}
# Pure conv models (such as ConvNext) do not have `output_attentions`. If the signature has
# `output_attentions`, it will be present here in `kwargs`, even if unset (in that case, as `None`)
if "output_attentions" in kwargs:
f... | 120 | modeling_tf_utils.py | Python | src/transformers/modeling_tf_utils.py | fcefa200b2d9636d98fd21ea3b176a09fe801c29 | transformers | 7 | |
195,057 | 81 | 15 | 20 | 389 | 47 | 0 | 105 | 334 | rank_eval_label_candidates | Decoder-Only Transformer (#4329)
* quick and dirty decoder-only implementation
* fix decoder_only incremental decoding
* remove unused code, add some comments, propogate func signature change
* consolidate code in decoder.py
* unify encoder_state
* export PassThroughEncoder
* add missing build_ funct... | https://github.com/facebookresearch/ParlAI.git | def rank_eval_label_candidates(self, batch, batchsize):
# compute roughly ppl to rank candidates
cand_choices = []
cand_choices_scores = []
encoder_states = self.model.encoder(*self._encoder_input(batch))
for i in range(batchsize):
num_cands = len(batch.candi... | 249 | torch_generator_agent.py | Python | parlai/core/torch_generator_agent.py | ecdfbd0bb2ab76876e9fd3817d4502c3938a2ade | ParlAI | 3 | |
3,753 | 10 | 9 | 10 | 46 | 10 | 0 | 10 | 31 | _get_current_throttle_value | 🎉 🎉 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 _get_current_throttle_value(self) -> float:
throttle = self._api.api.ads_insights_throttle
return min(throttle.per_account, throttle.per_application)
| 28 | async_job_manager.py | Python | airbyte-integrations/connectors/source-facebook-marketing/source_facebook_marketing/streams/async_job_manager.py | a3aae8017a0a40ff2006e2567f71dccb04c997a5 | airbyte | 1 | |
138,432 | 6 | 6 | 3 | 22 | 4 | 0 | 6 | 20 | base_dir | [Datasets] Add Path Partitioning Support for All Content Types (#23624)
Adds a content-type-agnostic partition parser with support for filtering files. Also adds some corner-case bug fixes and usability improvements for supporting more robust input path types. | https://github.com/ray-project/ray.git | def base_dir(self) -> str:
return self._base_dir
| 12 | partitioning.py | Python | python/ray/data/datasource/partitioning.py | 9f4cb9b3c9c27ae21bf7807595973231b6814648 | ray | 1 | |
777 | 16 | 15 | 6 | 70 | 14 | 0 | 18 | 36 | test_object_with_id_binary_deserialization | Refactored store interface to eliminate confusion with __getitem__
- Fixed serde tests effected by protobuf magic bytes | https://github.com/OpenMined/PySyft.git | def test_object_with_id_binary_deserialization() -> None:
obj = sy.deserialize(blob=blob_bytes, from_bytes=True)
assert obj == ObjectWithID(
id=UID(value=uuid.UUID(int=333779996850170035686993356951732753684))
)
# ----------------------- CHILDREN -----------------------
| 42 | object_test.py | Python | packages/syft/tests/syft/core/common/object_test.py | b61c1fc4b83fc740d3d9d0d84d0ca6022a3c49bb | PySyft | 1 | |
269,421 | 25 | 8 | 2 | 149 | 18 | 0 | 33 | 38 | decode_predictions | Reformatting the codebase with black.
PiperOrigin-RevId: 450093126 | https://github.com/keras-team/keras.git | def decode_predictions(preds, top=5):
return imagenet_utils.decode_predictions(preds, top=top)
preprocess_input.__doc__ = imagenet_utils.PREPROCESS_INPUT_DOC.format(
mode="",
ret=imagenet_utils.PREPROCESS_INPUT_RET_DOC_CAFFE,
error=imagenet_utils.PREPROCESS_INPUT_ERROR_DOC,
)
decode_predictions.__doc_... | 20 | resnet.py | Python | keras/applications/resnet.py | 84afc5193d38057e2e2badf9c889ea87d80d8fbf | keras | 1 | |
105,909 | 31 | 13 | 10 | 143 | 24 | 0 | 36 | 91 | parquet_to_arrow | Multiprocessed dataset builder [WIP] (#5107)
* multiprocessing-compatible naming scheme and refactor
* multiprocessed shard writing for GeneratorBasedBuilder
* multiprocessed shard writing for ArrowBasedBuilder
* style
* multiprocessed dataset loading
* compatibility with non-sharded datasets
* bugfi... | https://github.com/huggingface/datasets.git | def parquet_to_arrow(source, destination) -> List[int]:
stream = None if isinstance(destination, str) else destination
with ArrowWriter(path=destination, stream=stream) as writer:
parquet_file = pa.parquet.ParquetFile(source)
for record_batch in parquet_file.iter_batches():
pa_t... | 89 | arrow_writer.py | Python | src/datasets/arrow_writer.py | 2945690ea731f85a356220a71cdc630281c676f4 | datasets | 3 |
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