complexity int64 1 56 | n_identifiers int64 1 114 | code stringlengths 19 12.7k | path stringlengths 8 134 | n_ast_nodes int64 12 2.35k | ast_errors stringlengths 0 4.01k | repo stringlengths 3 28 | documentation dict | n_words int64 2 866 | language stringclasses 1
value | vocab_size int64 2 323 | commit_id stringlengths 40 40 | file_name stringlengths 5 79 | id int64 243 338k | nloc int64 1 228 | token_counts int64 5 1.4k | fun_name stringlengths 1 77 | url stringlengths 31 60 | commit_message stringlengths 3 15.3k | n_whitespaces int64 1 3.23k | n_ast_errors int64 0 20 | d_id int64 74 121k | ast_levels int64 4 29 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
3 | 8 | def entry_points(group=None):
eps = importlib.metadata.entry_points()
if group:
try:
return eps.select(group=group)
except AttributeError:
return eps.get(group, [])
return eps
| dask/compatibility.py | 77 | dask | {
"docstring": "Returns an iterable of entrypoints.\n\n For compatibility with Python 3.8/3.9.\n In 3.10 the return type changed from a dict to an ``importlib.metadata.EntryPoints``.\n This compatibility utility can be removed once Python 3.10 is the minimum.\n ",
"language": "en",
"n_whitespaces": 46... | 17 | Python | 14 | a9ee6c2fdf0a3093747e675997143e0dbe584bad | compatibility.py | 156,894 | 8 | 46 | entry_points | https://github.com/dask/dask.git | Add `entry_points` compatibility utility (#9388) | 65 | 0 | 36,798 | 13 | |
32 | 6 | def eval_sum_residue(f, i_a_b):
r
i, a, b = i_a_b
| sympy/concrete/summations.py | 25 | sympy | {
"docstring": "Compute the infinite summation with residues\n\n Notes\n =====\n\n If $f(n), g(n)$ are polynomials with $\\deg(g(n)) - \\deg(f(n)) \\ge 2$,\n some infinite summations can be computed by the following residue\n evaluations.\n\n .. math::\n \\sum_{n=-\\infty, g(n) \\ne 0}^{\\inf... | 9 | Python | 9 | df873af365fff5b89164ed8eb3a1b62b6180f1bb | summations.py | 197,934 | 149 | 629 | eval_sum_residue | https://github.com/sympy/sympy.git | replaced i with a dummy symbol with no assumptions for get_residue_factor | 14 | 0 | 48,746 | 7 | |
6 | 30 | def test_vtrace(self):
seq_len = 5
batch_size = 10
# Create log_rhos such that rho will span from near-zero to above the
# clipping thresholds. In particular, calculate log_rhos in
# [-2.5, 2.5),
# so that rho is in approx [0.08, 12.2).
space_w_time = Bo... | rllib/agents/impala/tests/test_vtrace.py | 344 | ray | {
"docstring": "Tests V-trace against ground truth data calculated in python.",
"language": "en",
"n_whitespaces": 8,
"n_words": 9,
"vocab_size": 9
} | 150 | Python | 109 | 7f1bacc7dc9caf6d0ec042e39499bbf1d9a7d065 | test_vtrace.py | 133,739 | 25 | 230 | test_vtrace | https://github.com/ray-project/ray.git | [CI] Format Python code with Black (#21975)
See #21316 and #21311 for the motivation behind these changes. | 433 | 0 | 30,090 | 15 | |
1 | 19 | def test_kb_valid_entities(nlp):
mykb = InMemoryLookupKB(nlp.vocab, entity_vector_length=3)
# adding entities
mykb.add_entity(entity="Q1", freq=19, entity_vector=[8, 4, 3])
mykb.add_entity(entity="Q2", freq=5, entity_vector=[2, 1, 0])
mykb.add_entity(entity="Q3", freq=25, entity_vector=[-1, -6... | spacy/tests/pipeline/test_entity_linker.py | 423 | spaCy | {
"docstring": "Test the valid construction of a KB with 3 entities and two aliases",
"language": "en",
"n_whitespaces": 12,
"n_words": 13,
"vocab_size": 13
} | 94 | Python | 67 | 1f23c615d7a7326ca5a38a7d768b8b70caaa0e17 | test_entity_linker.py | 111,524 | 16 | 275 | test_kb_valid_entities | https://github.com/explosion/spaCy.git | Refactor KB for easier customization (#11268)
* Add implementation of batching + backwards compatibility fixes. Tests indicate issue with batch disambiguation for custom singular entity lookups.
* Fix tests. Add distinction w.r.t. batch size.
* Remove redundant and add new comments.
* Adjust comments. Fix var... | 157 | 0 | 24,423 | 11 | |
1 | 4 | def delete(self, name):
raise NotImplementedError(
"subclasses of Storage must provide a delete() method"
)
| django/core/files/storage.py | 25 | django | {
"docstring": "\n Delete the specified file from the storage system.\n ",
"language": "en",
"n_whitespaces": 23,
"n_words": 8,
"vocab_size": 7
} | 14 | Python | 14 | 9c19aff7c7561e3a82978a272ecdaad40dda5c00 | storage.py | 204,484 | 4 | 13 | delete | https://github.com/django/django.git | Refs #33476 -- Reformatted code with Black. | 46 | 0 | 50,745 | 8 | |
2 | 24 | def test_sort_indicators_admin_order(self):
models = [
(AdminOrderedField, "adminorderedfield"),
(AdminOrderedModelMethod, "adminorderedmodelmethod"),
(AdminOrderedAdminMethod, "adminorderedadminmethod"),
(AdminOrderedCallable, "adminorderedcallable"),
... | tests/admin_views/tests.py | 266 | django | {
"docstring": "\n The admin shows default sort indicators for all kinds of 'ordering'\n fields: field names, method on the model admin and model itself, and\n other callables. See #17252.\n ",
"language": "en",
"n_whitespaces": 56,
"n_words": 27,
"vocab_size": 24
} | 112 | Python | 80 | 9c19aff7c7561e3a82978a272ecdaad40dda5c00 | tests.py | 207,658 | 20 | 158 | test_sort_indicators_admin_order | https://github.com/django/django.git | Refs #33476 -- Reformatted code with Black. | 379 | 0 | 52,039 | 14 | |
2 | 7 | def __setattr__(self, name, value):
if name in ("power_status", "status"):
self._values[name] = value
self._update()
else:
super().__setattr__(name, value)
| tests/components/hdmi_cec/__init__.py | 75 | core | {
"docstring": "Set attributes in `_values` if not one of the known attributes.",
"language": "en",
"n_whitespaces": 10,
"n_words": 11,
"vocab_size": 11
} | 16 | Python | 16 | 7cd4be1310b3f76398b4404d3f4ecb26b9533cee | __init__.py | 303,569 | 6 | 44 | __setattr__ | https://github.com/home-assistant/core.git | Add tests for the HDMI-CEC integration (#75094)
* Add basic tests to the HDMI-CEC component
* Add tests for the HDMI-CEC switch component
* Add test for watchdog code
* Start adding tests for the HDMI-CEC media player platform
Also some cleanup and code move.
* Add more tests for media_player
And cle... | 70 | 0 | 102,387 | 12 | |
1 | 4 | def remove_child_handler(self, pid):
raise NotImplementedError()
| python3.10.4/Lib/asyncio/unix_events.py | 22 | XX-Net | {
"docstring": "Removes the handler for process 'pid'.\n\n The function returns True if the handler was successfully removed,\n False if there was nothing to remove.",
"language": "en",
"n_whitespaces": 36,
"n_words": 23,
"vocab_size": 19
} | 5 | Python | 5 | 8198943edd73a363c266633e1aa5b2a9e9c9f526 | unix_events.py | 220,945 | 2 | 12 | remove_child_handler | https://github.com/XX-net/XX-Net.git | add python 3.10.4 for windows | 19 | 0 | 56,172 | 7 | |
5 | 23 | def _set_modes_and_presets(self) -> None:
all_modes: dict[HVACMode, int | None] = {}
all_presets: dict[str, int | None] = {PRESET_NONE: None}
# Z-Wave uses one list for both modes and presets.
# Iterate over all Z-Wave ThermostatModes and extract the hvac modes and presets.
... | homeassistant/components/zwave_js/climate.py | 197 | core | {
"docstring": "Convert Z-Wave Thermostat modes into Home Assistant modes and presets.",
"language": "en",
"n_whitespaces": 9,
"n_words": 10,
"vocab_size": 9
} | 94 | Python | 62 | 24b4690e5d855be362613583a3ba6fd6f60e9929 | climate.py | 299,023 | 18 | 123 | _set_modes_and_presets | https://github.com/home-assistant/core.git | Use climate enums in zwave_js (#70757) | 317 | 0 | 97,961 | 13 | |
5 | 14 | def __next__(self) -> Any:
if not len(self.loader_iters) == len(self.loaders):
raise RuntimeError('loader_iters must have the same length as loaders.')
for i, (loader_name, iterator) in enumerate(self.loader_iters.items()):
try:
return (self.request_next_... | nni/retiarii/oneshot/pytorch/dataloader.py | 128 | nni | {
"docstring": "Fetches the next batch from multiple data loaders,\n by looking for the first iterator that isn't exhausted yet.\n ",
"language": "en",
"n_whitespaces": 32,
"n_words": 18,
"vocab_size": 17
} | 37 | Python | 34 | 39ec21ca1118e7a8df533aa06bcb5e515a93aa02 | dataloader.py | 112,922 | 12 | 78 | __next__ | https://github.com/microsoft/nni.git | Multi-GPU support of one-shot NAS (#4603) | 140 | 0 | 24,789 | 14 | |
4 | 18 | def register(self, cmap, *, name=None, force=False):
name = name or cmap.name
if name in self and not force:
raise ValueError(
f'A colormap named "{name}" is already registered.')
register_cmap(name, cmap.copy())
_cmap_registry = _gen_cmap_registry()
global... | lib/matplotlib/cm.py | 139 | matplotlib | {
"docstring": "\n Register a new colormap.\n\n The colormap name can then be used as a string argument to any ``cmap``\n parameter in Matplotlib. It is also available in ``pyplot.get_cmap``.\n\n The colormap registry stores a copy of the given colormap, so that\n future changes to ... | 77 | Python | 64 | 917c7c8b2cecf3ff85ed7527bb2aca13779fac13 | cm.py | 107,934 | 6 | 49 | register | https://github.com/matplotlib/matplotlib.git | Add missing space before : for parameters | 122 | 0 | 22,976 | 11 | |
3 | 11 | def config_test(self) -> None:
os_info = util.get_os_info()
fedora = os_info[0].lower() == "fedora"
try:
super().config_test()
except errors.MisconfigurationError:
if fedora:
self._try_restart_fedora()
else:
r... | certbot-apache/certbot_apache/_internal/override_centos.py | 94 | certbot | {
"docstring": "\n Override config_test to mitigate configtest error in vanilla installation\n of mod_ssl in Fedora. The error is caused by non-existent self-signed\n certificates referenced by the configuration, that would be autogenerated\n during the first (re)start of httpd.\n "... | 21 | Python | 20 | 7d9e9a49005de7961e84d2a7c608db57dbab3046 | override_centos.py | 186,661 | 16 | 52 | config_test | https://github.com/certbot/certbot.git | Add typing to certbot.apache (#9071)
* Add typing to certbot.apache
Co-authored-by: Adrien Ferrand <ferrand.ad@gmail.com> | 119 | 0 | 45,569 | 12 | |
4 | 11 | def find_location(self, root, path, prefix=None):
if prefix:
prefix = "%s%s" % (prefix, os.sep)
if not path.startswith(prefix):
return None
path = path[len(prefix) :]
path = safe_join(root, path)
if os.path.exists(path):
re... | django/contrib/staticfiles/finders.py | 110 | django | {
"docstring": "\n Find a requested static file in a location and return the found\n absolute path (or ``None`` if no match).\n ",
"language": "en",
"n_whitespaces": 41,
"n_words": 19,
"vocab_size": 18
} | 30 | Python | 23 | 9c19aff7c7561e3a82978a272ecdaad40dda5c00 | finders.py | 204,340 | 9 | 69 | find_location | https://github.com/django/django.git | Refs #33476 -- Reformatted code with Black. | 117 | 0 | 50,703 | 12 | |
7 | 13 | def del_store(name, store, saltenv="base"):
ret = {"name": name, "result": True, "comment": "", "changes": {}}
cert_file = __salt__["cp.cache_file"](name, saltenv)
if cert_file is False:
ret["comment"] = "Certificate file not found: {}".format(name)
ret["result"] = False
return... | salt/states/win_certutil.py | 449 | salt | {
"docstring": "\n Remove a certificate from the given certificate store\n\n Args:\n\n name (str):\n The path to the certificate to remove from the store. This is either\n the path to a local file or a file from the file server in the form\n of ``salt://path/to/file``\n\n... | 131 | Python | 63 | a8d2d1e1397cdc79b2c5f1ad7f6e3b729dcf8857 | win_certutil.py | 215,895 | 33 | 252 | del_store | https://github.com/saltstack/salt.git | Add tests, fix state module | 302 | 0 | 54,230 | 12 | |
3 | 12 | def _load_raw(self, datapath):
if not PathManager.exists(datapath):
raise RuntimeError(
f'Conversations at path {datapath} not found. '
'Double check your path.'
)
with PathManager.open(datapath, 'r') as f:
lines = f.read().sp... | parlai/utils/conversations.py | 101 | ParlAI | {
"docstring": "\n Load the data as a raw, unparsed file.\n\n Useful for fast IO stuff like random indexing.\n ",
"language": "en",
"n_whitespaces": 38,
"n_words": 16,
"vocab_size": 16
} | 34 | Python | 32 | 74e12d10bdf6e8f8abc82056e00d6e2360b871af | conversations.py | 194,838 | 10 | 54 | _load_raw | https://github.com/facebookresearch/ParlAI.git | [teachers] Speed up conversations teacher (#4404)
* Speed up conversations teacher.
* Whoops.
* Okay let's try bringing back train mode.
* Update test_conversations.py
* Update conversations.py
* Update test.py | 144 | 0 | 47,108 | 12 | |
4 | 20 | def Error(filename, linenum, category, confidence, message):
if _ShouldPrintError(category, confidence, linenum):
_cpplint_state.IncrementErrorCount(category)
if _cpplint_state.output_format == 'vs7':
sys.stderr.write('%s(%s): %s [%s] [%d]\n' % (
filename, linenum, message, category, conf... | code/deep/BJMMD/caffe/scripts/cpp_lint.py | 241 | transferlearning | {
"docstring": "Logs the fact we've found a lint error.\n\n We log where the error was found, and also our confidence in the error,\n that is, how certain we are this is a legitimate style regression, and\n not a misidentification or a use that's sometimes justified.\n\n False positives can be suppressed by the u... | 192 | Python | 120 | cc4d0564756ca067516f71718a3d135996525909 | cpp_lint.py | 60,411 | 12 | 106 | Error | https://github.com/jindongwang/transferlearning.git | Balanced joint maximum mean discrepancy for deep transfer learning | 246 | 0 | 12,139 | 14 | |
1 | 6 | def _new_batch_builder(self, _) -> _PolicyCollectorGroup:
return _PolicyCollectorGroup(self._worker.policy_map)
| rllib/evaluation/env_runner_v2.py | 32 | ray | {
"docstring": "Create a new batch builder.\n\n We create a _PolicyCollectorGroup based on the full policy_map\n as the batch builder.\n ",
"language": "en",
"n_whitespaces": 39,
"n_words": 18,
"vocab_size": 14
} | 7 | Python | 7 | 52bb8e47d483082e528fc8595005e0813a46efb8 | env_runner_v2.py | 124,015 | 7 | 19 | _new_batch_builder | https://github.com/ray-project/ray.git | [RLlib] EnvRunnerV2 and EpisodeV2 that support Connectors. (#25922) | 21 | 0 | 27,496 | 9 | |
1 | 8 | def test_huggingface_text_generation() -> None:
llm = HuggingFaceHub(repo_id="gpt2", model_kwargs={"max_new_tokens": 10})
output = llm("Say foo:")
assert isinstance(output, str)
| tests/integration_tests/llms/test_huggingface_hub.py | 65 | langchain | {
"docstring": "Test valid call to HuggingFace text generation model.",
"language": "en",
"n_whitespaces": 7,
"n_words": 8,
"vocab_size": 8
} | 16 | Python | 15 | b9f61390e9cf7f4b8b809cba56392d1f7b3ef6e6 | test_huggingface_hub.py | 191,455 | 5 | 36 | test_huggingface_text_generation | https://github.com/hwchase17/langchain.git | add text2text generation (#93)
fixes issue #90 | 28 | 0 | 46,587 | 12 | |
2 | 9 | def parse_options(self, server_name=None, from_ip=None, ip=None):
self.ServerName = server_name
self.ip = ip
if isinstance(from_ip, str):
self.from_ip = Net(from_ip)
else:
self.from_ip = from_ip
| scapy/layers/netbios.py | 81 | scapy | {
"docstring": "\n NBNS answering machine\n\n :param server_name: the netbios server name to match\n :param from_ip: an IP (can have a netmask) to filter on\n :param ip: the IP to answer with\n ",
"language": "en",
"n_whitespaces": 65,
"n_words": 29,
"vocab_size": 23
} | 21 | Python | 17 | dd7a5c97d68c00d1d03ecf8ac27c6c7038525065 | netbios.py | 209,498 | 7 | 51 | parse_options | https://github.com/secdev/scapy.git | Answering machines improvements (NBNS/DNS/LLMNR) (#3699)
* Minor NBNS improvements
* Improve Netbios/LLMNR/DNS answering machines
* DNS_am: support IPv6
* More customization of some answering machines | 78 | 0 | 52,692 | 10 | |
2 | 6 | def check_classification_targets(y):
y_type = type_of_target(y, input_name="y")
if y_type not in [
"binary",
"multiclass",
"multiclass-multioutput",
"multilabel-indicator",
"multilabel-sequences",
]:
raise ValueError("Unknown label type: %r" % y_type)
| sklearn/utils/multiclass.py | 74 | scikit-learn | {
"docstring": "Ensure that target y is of a non-regression type.\n\n Only the following target types (as defined in type_of_target) are allowed:\n 'binary', 'multiclass', 'multiclass-multioutput',\n 'multilabel-indicator', 'multilabel-sequences'\n\n Parameters\n ----------\n y : array-like\... | 24 | Python | 23 | f9d74236e26f6169b32e23887f30879c32ac76c7 | multiclass.py | 259,173 | 10 | 40 | check_classification_targets | https://github.com/scikit-learn/scikit-learn.git | fix docstring of dict_learning.sparse_encode and multiclass.check_classification_targets #21350 #pariswimlds (#22793)
* fix docstring
* fixed linting in multiclass
* fixed linting in dict learning
* fixed linting in dict learning
* fixed linting in dict learning
* fixed linting in dict learning
* fix... | 78 | 0 | 75,624 | 11 | |
15 | 103 | async def wma_command(ctx, ticker="", window="", offset="", start="", end=""):
try:
# Debug
if cfg.DEBUG:
logger.debug(
"!stocks.ta.wma %s %s %s %s %s",
ticker,
window,
offset,
start,
en... | discordbot/stocks/technical_analysis/wma.py | 1,097 | OpenBBTerminal | {
"docstring": "Displays chart with weighted moving average [Yahoo Finance]",
"language": "en",
"n_whitespaces": 7,
"n_words": 8,
"vocab_size": 8
} | 271 | Python | 169 | f40ba0d256a78ab2b8461f0df3a9a52ca7dc5704 | wma.py | 281,206 | 93 | 653 | wma_command | https://github.com/OpenBB-finance/OpenBBTerminal.git | Bot logging fix (#1105)
* Write bot logs to stdout instead of a file
Heroku's logging uses the stdout and has problems with files
* Send "you snooze you lose" only if debug flag is enabled
* Replace print statements with logger entries in the economy menu
* Add logging to bot menu command calls
* Silence ... | 1,162 | 0 | 83,612 | 18 | |
1 | 20 | def test_worker_group_replicas(group_index, expected_max_replicas, expected_replicas):
raycluster = get_basic_ray_cr()
# Add a worker group without maxReplicas to confirm behavior
# when maxReplicas is not specified.
no_max_replicas_group = copy.deepcopy(raycluster["spec"]["workerGroupSpecs"][0])
... | python/ray/tests/kuberay/test_kuberay_node_provider.py | 229 | @pytest.mark.skipif(sys.platform.startswith("win"), reason="Not relevant on Windows.")
@pytest.mark.parametrize(
"attempted_target_replica_count,expected_target_replica_count",
[(200, 200), (250, 250), (300, 300), (400, 300), (1000, 300)],
) | ray | {
"docstring": "Basic unit test for _worker_group_max_replicas and _worker_group_replicas\n\n Uses a RayCluster CR with worker groups with 300 maxReplicas, 200 maxReplicas,\n and unspecified maxReplicas, in that order.\n ",
"language": "en",
"n_whitespaces": 34,
"n_words": 25,
"vocab_size": 21
} | 73 | Python | 63 | c976799dfd96806ec9972a287835f7a034ec3d2c | test_kuberay_node_provider.py | 136,642 | 9 | 79 | test_worker_group_replicas | https://github.com/ray-project/ray.git | KubeRay node provider refactor (#30281)
Implements KubeRay node provider as a "BatchingNodeProvider".
Builds on #29933.
Summary of design
An autoscaler update now works like this:
list pod data from k8s
check if it's safe to proceed with update. Abort the update if not.
do some internal calculation to determ... | 112 | 1 | 30,964 | 12 |
1 | 10 | def test_resolve_forward_ref_dataclass(create_module):
module = create_module(
# language=Python
| tests/test_forward_ref.py | 47 | module = create_module(
# language=Python
"""@dataclass | pydantic | {
"docstring": "\nfrom __future__ import annotations\n\nfrom dataclasses import dataclass\n\nfrom pydantic import BaseModel\nfrom typing_extensions import Literal\n\n@dataclass",
"language": "en",
"n_whitespaces": 12,
"n_words": 17,
"vocab_size": 11
} | 7 | Python | 7 | 594effa279668bd955e98f1cd5c036b37d3bbd40 | test_forward_ref.py | 14,420 | 20 | 36 | test_resolve_forward_ref_dataclass | https://github.com/pydantic/pydantic.git | Switching to `pydantic_core` (#4516)
* working on core schema generation
* adapting main.py
* getting tests to run
* fix tests
* disable pyright, fix mypy
* moving to class-based model generation
* working on validators
* change how models are created
* start fixing test_main.py
* fixing myp... | 24 | 2 | 2,848 | 4 |
7 | 27 | def subplot2grid(shape, loc, rowspan=1, colspan=1, fig=None, **kwargs):
if fig is None:
fig = gcf()
rows, cols = shape
gs = GridSpec._check_gridspec_exists(fig, rows, cols)
subplotspec = gs.new_subplotspec(loc, rowspan=rowspan, colspan=colspan)
ax = fig.add_subplot(subplotspec, **kwa... | lib/matplotlib/pyplot.py | 203 | matplotlib | {
"docstring": "\n Create a subplot at a specific location inside a regular grid.\n\n Parameters\n ----------\n shape : (int, int)\n Number of rows and of columns of the grid in which to place axis.\n loc : (int, int)\n Row number and column number of the axis location within the grid.\n ... | 76 | Python | 58 | 23338c7eb4b315cd4af0c57b61afc80f8c2086f9 | pyplot.py | 107,945 | 17 | 129 | subplot2grid | https://github.com/matplotlib/matplotlib.git | Deprecate auto-removal of overlapping Axes by plt.subplot{,2grid}.
In particular, note that the OO add_subplot does not have this behavior. | 181 | 0 | 22,983 | 12 | |
9 | 42 | def migrate_product_tax_codes(apps, _schema_editor):
Product = apps.get_model("product", "Product")
ProductType = apps.get_model("product", "ProductType")
TaxClass = apps.get_model("tax", "TaxClass")
query = Q(metadata__has_key=VATLAYER_CODE_META_KEY) | Q(
metadata__has_key=AVATAX_CODE_ME... | saleor/tax/migrations/0004_migrate_tax_classes.py | 536 | saleor | {
"docstring": "Create tax classes by migrating currently used tax codes.\n\n Tax codes are stored in metadata of products and product types. For each found code\n we get or create a TaxClass instance and assign the object to the tax class.\n If object has both Avalara and Vatlayer codes, keep only the Avala... | 113 | Python | 61 | 67df28935c555fdd673f17e8c9183e24dde7c51f | 0004_migrate_tax_classes.py | 29,532 | 40 | 329 | migrate_product_tax_codes | https://github.com/saleor/saleor.git | Simple (flat rate) taxes API (#9784)
* Add empty tax module
* Add tax models (#9839)
* Add tax API queries (#9856)
* Add MANAGE_TAXES permission
* Add tax configuration queries
* Create tax configuration when channel is created
* Drop sorters for now
* Add TaxConfigurationPerCountry type
* Upda... | 441 | 0 | 5,234 | 16 | |
6 | 32 | async def async_inference_detector(model, imgs):
if not isinstance(imgs, (list, tuple)):
imgs = [imgs]
cfg = model.cfg
if isinstance(imgs[0], np.ndarray):
cfg = cfg.copy()
# set loading pipeline type
cfg.data.test.pipeline[0].type = 'LoadImageFromWebcam'
cfg.data.... | mmdet/apis/inference.py | 314 | mmdetection | {
"docstring": "Async inference image(s) with the detector.\n\n Args:\n model (nn.Module): The loaded detector.\n img (str | ndarray): Either image files or loaded images.\n\n Returns:\n Awaitable detection results.\n ",
"language": "en",
"n_whitespaces": 56,
"n_words": 26,
"voca... | 113 | Python | 80 | 2631e2879acf0bd20a64dfdd7039f37a8e6afbf6 | inference.py | 244,324 | 24 | 193 | async_inference_detector | https://github.com/open-mmlab/mmdetection.git | Support Datasampler | 298 | 0 | 70,325 | 17 | |
6 | 7 | def isGoalState(self):
for i in range(self.size):
for j in range(self.size):
if i == j and j == self.size - 1:
continue
if self.state[i][j] != (i) * self.size + (j + 1):
return False
return True
| Eight_Puzzle_Solver/eight_puzzle.py | 108 | Python | {
"docstring": "\n Parameters: State\n Returns: True if Goal State, otherwise False\n Restrictions: State is self.size x self.size Array\n ",
"language": "en",
"n_whitespaces": 45,
"n_words": 16,
"vocab_size": 14
} | 35 | Python | 24 | f0af0c43340763724f139fa68aa1e5a9ffe458b4 | eight_puzzle.py | 22,411 | 8 | 69 | isGoalState | https://github.com/geekcomputers/Python.git | refactor: clean code
Signed-off-by: slowy07 <slowy.arfy@gmail.com> | 135 | 0 | 4,321 | 13 | |
1 | 5 | def combine_first(self, other): # noqa: PR01, RT01, D200
return self._binary_op("combine_first", other, _axis=0)
| modin/pandas/base.py | 36 | modin | {
"docstring": "\n Update null elements with value in the same location in `other`.\n ",
"language": "en",
"n_whitespaces": 26,
"n_words": 11,
"vocab_size": 10
} | 12 | Python | 12 | 605efa618e7994681f57b11d04d417f353ef8d50 | base.py | 153,568 | 2 | 21 | combine_first | https://github.com/modin-project/modin.git | DOCS-#3099: Fix `BasePandasDataSet` docstrings warnings (#4333)
Co-authored-by: Yaroslav Igoshev <Poolliver868@mail.ru>
Signed-off-by: Alexander Myskov <alexander.myskov@intel.com> | 27 | 0 | 35,449 | 8 | |
4 | 22 | def testOnCheckpointOrdered(self):
keep_checkpoints_num = 2
checkpoint_manager = self.checkpoint_manager(keep_checkpoints_num)
checkpoints = [
Checkpoint(Checkpoint.PERSISTENT, {i}, self.mock_result(i))
for i in range(3)
]
with patch.object(check... | python/ray/tune/tests/test_checkpoint_manager.py | 231 | ray | {
"docstring": "\n Tests increasing priorities. Also tests that that the worst checkpoints\n are deleted when necessary.\n ",
"language": "en",
"n_whitespaces": 36,
"n_words": 14,
"vocab_size": 13
} | 54 | Python | 45 | 7f1bacc7dc9caf6d0ec042e39499bbf1d9a7d065 | test_checkpoint_manager.py | 132,416 | 19 | 148 | testOnCheckpointOrdered | https://github.com/ray-project/ray.git | [CI] Format Python code with Black (#21975)
See #21316 and #21311 for the motivation behind these changes. | 251 | 0 | 29,752 | 12 | |
1 | 7 | def inverse_transform(self, X):
check_is_fitted(self)
X = check_array(X)
return (X @ self.components_) + self.mean_
| sklearn/decomposition/_sparse_pca.py | 50 | scikit-learn | {
"docstring": "Transform data from the latent space to the original space.\n\n This inversion is an approximation due to the loss of information\n induced by the forward decomposition.\n\n .. versionadded:: 1.2\n\n Parameters\n ----------\n X : ndarray of shape (n_samples, n... | 13 | Python | 13 | 01fcf8a0acc7e6517faa4fc6887eb45f5d2ea77b | _sparse_pca.py | 260,502 | 4 | 30 | inverse_transform | https://github.com/scikit-learn/scikit-learn.git | ENH add inverse_transform in *SparsePCA (#23905) | 41 | 0 | 76,297 | 9 | |
1 | 6 | def get_student_group_strength(student_group):
student_group_strength = frappe.db.sql(
,
student_group,
)[0][0]
return student_group_strength
| erpnext/education/report/student_batch_wise_attendance/student_batch_wise_attendance.py | 41 | erpnext | {
"docstring": "select count(*) from `tabStudent Group Student`\n\t\twhere parent = %s and active=1",
"language": "en",
"n_whitespaces": 10,
"n_words": 12,
"vocab_size": 12
} | 10 | Python | 9 | 494bd9ef78313436f0424b918f200dab8fc7c20b | student_batch_wise_attendance.py | 65,944 | 7 | 26 | get_student_group_strength | https://github.com/frappe/erpnext.git | style: format code with black | 4 | 0 | 14,064 | 11 | |
1 | 11 | def wait_for_text_to_equal(self, selector, text, timeout=None):
return self._wait_for(
method=text_to_equal,
args=(selector, text),
timeout=timeout,
msg=f"text -> {text} not found within {timeout or self._wait_timeout}s",
)
| dash/testing/browser.py | 73 | dash | {
"docstring": "Explicit wait until the element's text equals the expected `text`.\n\n timeout if not set, equals to the fixture's `wait_timeout`\n shortcut to `WebDriverWait` with customized `text_to_equal`\n condition.\n ",
"language": "en",
"n_whitespaces": 54,
"n_words": 26,
"v... | 21 | Python | 21 | c3c84b9ecf16bcc61ed80ec39d511af92fe07f2c | browser.py | 40,215 | 7 | 41 | wait_for_text_to_equal | https://github.com/plotly/dash.git | f-strings everywhere! fffff | 86 | 0 | 7,354 | 12 | |
3 | 11 | def stack_pos(self) -> str:
try:
idx = self.context.layers.index(self)
except ValueError:
return repr(self)
else:
return " >> ".join(repr(x) for x in self.context.layers[: idx + 1])
| mitmproxy/proxy/layer.py | 94 | mitmproxy | {
"docstring": "repr() for this layer and all its parent layers, only useful for debugging.",
"language": "en",
"n_whitespaces": 12,
"n_words": 13,
"vocab_size": 12
} | 24 | Python | 22 | b3587b52b25077f68116b9852b041d33e7fc6601 | layer.py | 251,443 | 8 | 56 | stack_pos | https://github.com/mitmproxy/mitmproxy.git | make it black! | 85 | 0 | 73,741 | 14 | |
2 | 21 | def apply_node_provider_config_updates(config, node_cfg, node_type_name, max_count):
tags = node_provider_tags(config, node_type_name)
tags[TAG_RAY_CLUSTER_NAME] = DEFAULT_CLUSTER_NAME
user_tag_specs = node_cfg.get("TagSpecifications", [])
tag_specs = [
{
"ResourceType": "instan... | python/ray/tests/aws/utils/helpers.py | 184 | ray | {
"docstring": "\n Applies default updates made by AWSNodeProvider to node_cfg during node\n creation. This should only be used for testing purposes.\n\n Args:\n config: autoscaler config\n node_cfg: node config\n node_type_name: node type name\n max_count: max nodes of the given ... | 57 | Python | 50 | 7f1bacc7dc9caf6d0ec042e39499bbf1d9a7d065 | helpers.py | 131,089 | 18 | 110 | apply_node_provider_config_updates | https://github.com/ray-project/ray.git | [CI] Format Python code with Black (#21975)
See #21316 and #21311 for the motivation behind these changes. | 150 | 0 | 29,475 | 15 | |
1 | 8 | def test_relative_name(file):
result = file.rename(name="..\\rel\\path\\test", source=str(source))
assert "is not an absolute path" in result.filtered["comment"]
assert result.filtered["result"] is False
| tests/pytests/functional/states/file/test_rename.py | 76 | salt | {
"docstring": "\n Test file.rename when name is a relative path\n ",
"language": "en",
"n_whitespaces": 15,
"n_words": 8,
"vocab_size": 8
} | 18 | Python | 17 | a35b29b2651bf33c5d5b45e64bc7765ffde4aff4 | test_rename.py | 215,828 | 4 | 41 | test_relative_name | https://github.com/saltstack/salt.git | Add some funtional tests
Add functional tests for the following:
- file.readlink
- file.replace
- file.symlink
Remove unit tests for file.replace as they are duplicated in the added
functional test | 30 | 0 | 54,194 | 11 | |
1 | 2 | def ybingroup(self):
return self["ybingroup"]
| packages/python/plotly/plotly/graph_objs/_histogram2d.py | 22 | plotly.py | {
"docstring": "\n Set a group of histogram traces which will have compatible\n y-bin settings. Using `ybingroup`, histogram2d and\n histogram2dcontour traces (on axes of the same axis type) can\n have compatible y-bin settings. Note that the same `ybingroup`\n value can be used to... | 4 | Python | 4 | 43e3a4011080911901176aab919c0ecf5046ddd3 | _histogram2d.py | 227,054 | 2 | 11 | ybingroup | https://github.com/plotly/plotly.py.git | switch to black .22 | 18 | 0 | 58,727 | 7 | |
1 | 11 | def debug_mutated_model(base_model, evaluator, applied_mutators):
base_model_ir, applied_mutators = preprocess_model(base_model, evaluator, applied_mutators)
from ..strategy import _LocalDebugStrategy
strategy = _LocalDebugStrategy()
strategy.run(base_model_ir, applied_mutators)
_logger.info('l... | nni/retiarii/experiment/pytorch.py | 78 | nni | {
"docstring": "\n Locally run only one trial without launching an experiment for debug purpose, then exit.\n For example, it can be used to quickly check shape mismatch.\n\n Specifically, it applies mutators (default to choose the first candidate for the choices)\n to generate a new model, then run this ... | 22 | Python | 19 | 5b7dac5c4054115854b3684ba86b9a79fb18d5eb | pytorch.py | 111,857 | 6 | 47 | debug_mutated_model | https://github.com/microsoft/nni.git | Wrap one-shot algorithms as strategies (#4571) | 40 | 0 | 24,492 | 8 | |
5 | 11 | def k_crust(G, k=None, core_number=None):
# Default for k is one less than in _core_subgraph, so just inline.
# Filter is c[v] <= k
if core_number is None:
core_number = nx.core_number(G)
if k is None:
k = max(core_number.values()) - 1
nodes = (v for v in core_number if core_... | networkx/algorithms/core.py | 115 | networkx | {
"docstring": "Returns the k-crust of G.\n\n The k-crust is the graph G with the edges of the k-core removed\n and isolated nodes found after the removal of edges are also removed.\n\n Parameters\n ----------\n G : NetworkX graph\n A graph or directed graph.\n k : int, optional\n The ord... | 52 | Python | 35 | 17fa9942568bfca34d4a68f8d93c538014f69389 | core.py | 176,278 | 7 | 71 | k_crust | https://github.com/networkx/networkx.git | Fix functions appearing in variables `__all__` but not in docs for NX2.7 (#5289)
* Adjust functions appearing in `__all__` but not in docs
* clean up coloring: merge two modules make interchange private
* fix duplicate name. Probably should be changed
* fix "see also" doc of recursive_simple_cycles
* Rm in... | 90 | 0 | 41,801 | 13 | |
4 | 17 | def native_unit_of_measurement(self) -> str | None:
raw_units = self.raw_unit_of_measurement
# Check if this is a known index pair UOM
if isinstance(raw_units, dict) or raw_units in (UOM_ON_OFF, UOM_INDEX):
return None
if raw_units in (
UnitOfTemperature.... | homeassistant/components/isy994/sensor.py | 94 | core | {
"docstring": "Get the Home Assistant unit of measurement for the device.",
"language": "en",
"n_whitespaces": 9,
"n_words": 10,
"vocab_size": 9
} | 41 | Python | 33 | a6ddac9004b7f73633f2019f3b5267e1486756c1 | sensor.py | 297,698 | 12 | 61 | native_unit_of_measurement | https://github.com/home-assistant/core.git | Use UnitOfTemperature in integrations (i-m) (#84307) | 145 | 0 | 96,664 | 11 | |
1 | 15 | def test_get_repositories_all_and_pagination(self):
with self.tasks():
self.assert_setup_flow()
integration = Integration.objects.get(provider=self.provider.key)
installation = integration.get_installation(self.organization)
result = installation.get_repositories()... | tests/sentry/integrations/github/test_integration.py | 160 | sentry | {
"docstring": "Fetch all repositories and test the pagination logic.",
"language": "en",
"n_whitespaces": 7,
"n_words": 8,
"vocab_size": 8
} | 31 | Python | 24 | d6bcead1be02914e9734ab23f5e476b3d6f3f2cb | test_integration.py | 86,734 | 11 | 86 | test_get_repositories_all_and_pagination | https://github.com/getsentry/sentry.git | fix(github): Add pagination when fetching repositories (#39750)
We are not using pagination for Github's repositories endpoint. This means we were getting up to a maximum of 100 repositories.
I do not know how no one hit any issues in the past.
This is work to support WOR-2234 and creating automatic code mapping... | 124 | 0 | 18,162 | 11 | |
11 | 26 | def bivariate_type(f, x, y, *, first=True):
u = Dummy('u', positive=True)
if first:
p = Poly(f, x, y)
f = p.as_expr()
_x = Dummy()
_y = Dummy()
rv = bivariate_type(Poly(f.subs({x: _x, y: _y}), _x, _y), _x, _y, first=False)
if rv:
reps = {_x: x, ... | sympy/solvers/bivariate.py | 328 | sympy | {
"docstring": "Given an expression, f, 3 tests will be done to see what type\n of composite bivariate it might be, options for u(x, y) are::\n\n x*y\n x+y\n x*y+x\n x*y+y\n\n If it matches one of these types, ``u(x, y)``, ``P(u)`` and dummy\n variable ``u`` will be returned. Solv... | 90 | Python | 60 | 59d22b6bb7287613d598611027f640d068ca5748 | bivariate.py | 196,418 | 43 | 412 | bivariate_type | https://github.com/sympy/sympy.git | Moved imports to higher level | 237 | 0 | 47,918 | 16 | |
6 | 32 | def get_table_description(self, cursor, table_name):
cursor.execute(
"PRAGMA table_info(%s)" % self.connection.ops.quote_name(table_name)
)
table_info = cursor.fetchall()
if not table_info:
raise DatabaseError(f"Table {table_name} does not exist (empty pr... | django/db/backends/sqlite3/introspection.py | 257 | django | {
"docstring": "\n Return a description of the table with the DB-API cursor.description\n interface.\n \n SELECT sql\n FROM sqlite_master\n WHERE\n type = 'table' AND\n name = %s AND\n ... | 85 | Python | 60 | 9c19aff7c7561e3a82978a272ecdaad40dda5c00 | introspection.py | 205,197 | 42 | 167 | get_table_description | https://github.com/django/django.git | Refs #33476 -- Reformatted code with Black. | 518 | 0 | 51,030 | 15 | |
1 | 10 | def test_render_none_as_context_variable(self):
context = {"image": None, "image_node": "fake value"}
node = ImageNode(Variable("image"), "original", "image_node")
rendered = node.render(context)
self.assertEqual(rendered, "")
self.assertIsNone(context["image_node"])
| wagtail/images/tests/test_templatetags.py | 103 | wagtail | {
"docstring": "\n Tests that an ImageNode without an image and a context variable name\n renders an empty string and puts None in the context variable\n ",
"language": "en",
"n_whitespaces": 45,
"n_words": 23,
"vocab_size": 18
} | 20 | Python | 18 | d10f15e55806c6944827d801cd9c2d53f5da4186 | test_templatetags.py | 75,309 | 6 | 55 | test_render_none_as_context_variable | https://github.com/wagtail/wagtail.git | Reformat with black | 62 | 0 | 16,388 | 11 | |
8 | 13 | def sieveEr(N):
from math import sqrt
# precondition
assert isinstance(N, int) and (N > 2), "'N' must been an int and > 2"
primes = [True for x in range(N + 1)]
for p in range(2, int(sqrt(N)) + 1):
if primes[p]:
for i in range(p * p, N + 1, p):
primes[i] =... | primelib/primelib.py | 195 | Python | {
"docstring": "\n input: positive integer 'N' > 2\n returns a list of prime numbers from 2 up to N.\n\n This function implements the algorithm called\n sieve of erathostenes.\n\n ",
"language": "en",
"n_whitespaces": 42,
"n_words": 26,
"vocab_size": 24
} | 76 | Python | 52 | f0af0c43340763724f139fa68aa1e5a9ffe458b4 | primelib.py | 22,743 | 15 | 125 | sieveEr | https://github.com/geekcomputers/Python.git | refactor: clean code
Signed-off-by: slowy07 <slowy.arfy@gmail.com> | 159 | 0 | 4,434 | 13 | |
10 | 29 | def plotting_context(context=None, font_scale=1, rc=None):
if context is None:
context_dict = {k: mpl.rcParams[k] for k in _context_keys}
elif isinstance(context, dict):
context_dict = context
else:
contexts = ["paper", "notebook", "talk", "poster"]
if context not in ... | seaborn/rcmod.py | 472 | seaborn | {
"docstring": "\n Get the parameters that control the scaling of plot elements.\n\n This affects things like the size of the labels, lines, and other elements\n of the plot, but not the overall style. This is accomplished using the\n :ref:`matplotlib rcParams system <matplotlib:matplotlib-rcparams>`.\n\n... | 195 | Python | 120 | f7e25e18983f2f36a1529cd9e4bda6fa008cbd6d | rcmod.py | 40,304 | 44 | 290 | plotting_context | https://github.com/mwaskom/seaborn.git | Use f-strings for string formatting (#2800)
Reformats all the text from the old "%-formatted" and .format(...) format to the newer f-string format, as defined in PEP 498. This requires Python 3.6+.
Flynt 0.76 was used to reformat the strings. 45 f-strings were created in 13 files.
F-strings are in general more r... | 586 | 0 | 7,383 | 17 | |
4 | 9 | def getcoroutinestate(coroutine):
if coroutine.cr_running:
return CORO_RUNNING
if coroutine.cr_suspended:
return CORO_SUSPENDED
if coroutine.cr_frame is None:
return CORO_CLOSED
return CORO_CREATED
| Lib/inspect.py | 52 | cpython | {
"docstring": "Get current state of a coroutine object.\n\n Possible states are:\n CORO_CREATED: Waiting to start execution.\n CORO_RUNNING: Currently being executed by the interpreter.\n CORO_SUSPENDED: Currently suspended at an await expression.\n CORO_CLOSED: Execution has completed.\n "... | 18 | Python | 13 | b04dfbbe4bd7071d46c8688c2263726ea31d33cd | inspect.py | 175,794 | 8 | 31 | getcoroutinestate | https://github.com/python/cpython.git | bpo-46409: Make generators in bytecode (GH-30633)
* Add RETURN_GENERATOR and JUMP_NO_INTERRUPT opcodes.
* Trim frame and generator by word each.
* Minor refactor of frame.c
* Update test.test_sys to account for smaller frames.
* Treat generator functions as normal functions when evaluating and specializing... | 54 | 0 | 41,653 | 7 | |
15 | 34 | def compare_caltech(self, thres):
if self.dt_boxes is None or self.gt_boxes is None:
return list()
dtboxes = self.dt_boxes if self.dt_boxes is not None else list()
gtboxes = self.gt_boxes if self.gt_boxes is not None else list()
dt_matched = np.zeros(dtboxes.shape[0... | mmdet/evaluation/metrics/crowdhuman_metric.py | 539 | mmdetection | {
"docstring": "Match the detection results with the ground_truth by Caltech\n matching strategy.\n\n Args:\n thres (float): IOU threshold.\n\n Returns:\n score_list(list[tuple[ndarray, int, str]]): Matching result.\n a list of tuples (dtbox, label, imgID) in the ... | 160 | Python | 73 | 6fca2160bd676cf011e10bdf4b622efb5688bae0 | crowdhuman_metric.py | 245,805 | 45 | 346 | compare_caltech | https://github.com/open-mmlab/mmdetection.git | [Feature] Add CrowdHumanDataset and Metric (#8437)
* [Fix] Fix UT to be compatible with pytorch 1.6 (#8707)
* Update
* Update
* force reinstall pycocotools
* Fix build_cuda
* docker install git
* Update
* comment other job to speedup process
* update
* uncomment
* Update
* Update
* ... | 795 | 0 | 70,897 | 18 | |
4 | 10 | def get_offset_transform(self):
if self._offset_transform is None:
self._offset_transform = transforms.IdentityTransform()
elif (not isinstance(self._offset_transform, transforms.Transform)
and hasattr(self._offset_transform, '_as_mpl_transform')):
self._of... | lib/matplotlib/collections.py | 105 | matplotlib | {
"docstring": "Return the `.Transform` instance used by this artist offset.",
"language": "en",
"n_whitespaces": 8,
"n_words": 9,
"vocab_size": 9
} | 22 | Python | 18 | c25cf96cfb7e6fc9ad75347cb2a32193c501e82c | collections.py | 106,990 | 8 | 65 | get_offset_transform | https://github.com/matplotlib/matplotlib.git | Switch transOffset to offset_transform.
Note that most APIs *previously* already accepted *offset_transform* as
kwarg, due to the presence of the `set_offset_transform` setter. Prefer
that name (shortening it to `offset_trf` for local variables).
Backcompat for the old `transOffset` name is kept in most places by
in... | 100 | 0 | 22,540 | 12 | |
1 | 5 | def data(request):
return request.param
@pytest.fixture() | pandas/tests/arrays/masked/test_function.py | 30 | @pytest.fixture() | pandas | {
"docstring": "\n Fixture returning parametrized 'data' array with different integer and\n floating point types\n ",
"language": "en",
"n_whitespaces": 22,
"n_words": 12,
"vocab_size": 12
} | 5 | Python | 5 | 89be1f053b695c4ce1c0569f737caf3f03c12128 | test_function.py | 166,960 | 2 | 10 | data | https://github.com/pandas-dev/pandas.git | DOC: Added docstrings to fixtures defined in array module (#47211) | 10 | 1 | 39,892 | 6 |
9 | 28 | def get_lvm_facts(self):
lvm_facts = {'lvm': 'N/A'}
if os.getuid() == 0 and self.module.get_bin_path('vgs'):
lvm_util_options = '--noheadings --nosuffix --units g --separator ,'
vgs_path = self.module.get_bin_path('vgs')
# vgs fields: VG #PV #LV #SN Attr V... | lib/ansible/module_utils/facts/hardware/linux.py | 550 | ansible | {
"docstring": " Get LVM Facts if running as root and lvm utils are available ",
"language": "en",
"n_whitespaces": 13,
"n_words": 12,
"vocab_size": 12
} | 161 | Python | 104 | b2cde3a8964373d51d24e66692394d98858a2b33 | linux.py | 267,673 | 33 | 325 | get_lvm_facts | https://github.com/ansible/ansible.git | Add default value for lvm_facts when lvm or lvm2 is not installed or … (#75989)
* Add default value for lvm_facts when lvm or lvm2 is not installed or there are no lvm facts | 735 | 0 | 78,995 | 16 | |
1 | 26 | def test_first_event_without_minified_stack_trace_received(self, record_analytics):
now = timezone.now()
project = self.create_project(first_event=now)
project_created.send(project=project, user=self.user, sender=type(project))
data = load_data("javascript")
self.store_e... | tests/sentry/receivers/test_onboarding.py | 177 | sentry | {
"docstring": "\n Test that an analytics event is NOT recorded when\n there no event with minified stack trace is received\n ",
"language": "en",
"n_whitespaces": 40,
"n_words": 18,
"vocab_size": 16
} | 29 | Python | 25 | ce841204ef3b20d0f6ac812ebb06aebbc63547ac | test_onboarding.py | 89,863 | 18 | 110 | test_first_event_without_minified_stack_trace_received | https://github.com/getsentry/sentry.git | ref(onboarding): Add function to record first event per project with min stack trace -(#42208) | 219 | 0 | 18,580 | 12 | |
1 | 8 | def get_yaxis(self):
return self.yaxis
get_xgridlines = _axis_method_wrapper("xaxis", "get_gridlines")
get_xticklines = _axis_method_wrapper("xaxis", "get_ticklines")
get_ygridlines = _axis_method_wrapper("yaxis", "get_gridlines")
get_yticklines = _axis_method_wrapper("yaxis", "get_tic... | lib/matplotlib/axes/_base.py | 84 | matplotlib | {
"docstring": "\n [*Discouraged*] Return the YAxis instance.\n\n .. admonition:: Discouraged\n\n The use of this function is discouraged. You should instead\n directly access the attribute ``ax.yaxis``.\n ",
"language": "en",
"n_whitespaces": 67,
"n_words": 23,
"voc... | 25 | Python | 18 | 5af97515b3823b2efa1961253a11e2d77df88637 | _base.py | 109,257 | 2 | 10 | get_yaxis | https://github.com/matplotlib/matplotlib.git | Add discouraged admonitions
The [*Discouraged*] prefix in the summary line is added in analogy to
the [*Deprecated*] prefix we add automatically. We do this so that
these "labels" are prominently visible also in summary overviews of
the functions in the docs.
Since we rarely discourage whole functions, for now I just... | 54 | 0 | 23,495 | 7 | |
8 | 12 | def read(self, size=-1):
if self.closed:
raise ValueError("I/O operation on closed file")
if self.size_read >= self.chunksize:
return b''
if size < 0:
size = self.chunksize - self.size_read
if size > self.chunksize - self.size_read:
... | python3.10.4/Lib/chunk.py | 215 | XX-Net | {
"docstring": "Read at most size bytes from the chunk.\n If size is omitted or negative, read until the end\n of the chunk.\n ",
"language": "en",
"n_whitespaces": 42,
"n_words": 21,
"vocab_size": 17
} | 67 | Python | 38 | 8198943edd73a363c266633e1aa5b2a9e9c9f526 | chunk.py | 221,321 | 17 | 136 | read | https://github.com/XX-net/XX-Net.git | add python 3.10.4 for windows | 216 | 0 | 56,344 | 11 | |
5 | 9 | def _get_cons(self):
if self.__origin__ is None:
raise TypeError("Cannot get the underlying type of a "
"non-specialized Annotated type.")
tree = self._subs_tree()
while isinstance(tree, tuple) and tree[0] is Annotated:
... | pipenv/patched/notpip/_vendor/typing_extensions.py | 107 | pipenv | {
"docstring": "Return the class used to create instance of this type.",
"language": "en",
"n_whitespaces": 9,
"n_words": 10,
"vocab_size": 10
} | 39 | Python | 31 | f3166e673fe8d40277b804d35d77dcdb760fc3b3 | typing_extensions.py | 20,881 | 11 | 64 | _get_cons | https://github.com/pypa/pipenv.git | 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... | 196 | 0 | 3,608 | 11 | |
6 | 13 | def _task(cls):
# type: () -> None
log_runtime.debug("TimeoutScheduler Thread spawning @ %f", cls._time())
time_empty = None
try:
while 1:
handle = cls._peek_next()
if handle is None:
now = cls._time()
... | scapy/contrib/isotp/isotp_soft_socket.py | 174 | scapy | {
"docstring": "Executed in a background thread, this thread will automatically\n start when the first timeout is added and stop when the last timeout\n is removed or executed.",
"language": "en",
"n_whitespaces": 39,
"n_words": 26,
"vocab_size": 22
} | 87 | Python | 58 | afa3a8051f6768a23895d72239de44f23c1c210c | isotp_soft_socket.py | 208,901 | 19 | 98 | _task | https://github.com/secdev/scapy.git | Refactoring of ISOTPSoftSockets | 400 | 0 | 52,558 | 14 | |
1 | 6 | def test_nonconflicting_autogenerated_basename_different_models(self):
self.router.register(r'notes', NoteViewSet)
self.router.register(r'notes_basename', BasenameViewSet)
| tests/test_routers.py | 47 | django-rest-framework | {
"docstring": "\n Ensure 2 routers with different models, and a distinct basename specified\n on each does not throw an exception\n ",
"language": "en",
"n_whitespaces": 40,
"n_words": 18,
"vocab_size": 18
} | 6 | Python | 6 | 48a21aa0eb3a95d32456c2a927eff9552a04231e | test_routers.py | 48,738 | 3 | 28 | test_nonconflicting_autogenerated_basename_different_models | https://github.com/encode/django-rest-framework.git | raise ImproperlyConfigured exception if `basename` is not unique (#8438)
* raise ImproperlyConfigured if basename already exists
* rename already_registered function; return True/False
* additional basename tests
* additional basename tests
* Update rest_framework/routers.py
Co-authored-by: David Graves... | 27 | 0 | 9,589 | 8 | |
2 | 5 | def cache_full(self) -> bool:
if self._cache_info["cache_full"]:
return self._cache_info["cache_full"]
with self._lock:
return self._cache_info["cache_full"]
| lib/training/cache.py | 64 | faceswap | {
"docstring": "bool: ``True`` if the cache has been fully populated. ``False`` if there are items still\n to be cached. ",
"language": "en",
"n_whitespaces": 25,
"n_words": 18,
"vocab_size": 17
} | 12 | Python | 10 | 2beceffad9b15c1fd78f06b9b272563321c5a41e | cache.py | 101,282 | 7 | 35 | cache_full | https://github.com/deepfakes/faceswap.git | Data Augmentation update (#1263)
- lib.detected_face
- Subclass Masks for Landmark based masks
- Add training mask propery + methods to DetectedFace
- lib.training_training
- subclass TrainingDataGenerator for training and preview data
- Split cache into own module
- Reduce thread count to ... | 55 | 0 | 20,701 | 9 | |
2 | 18 | def put_timestamp(self, feed_id, timestamp):
self._fetch_data()
with self._lock, open(self._data_file, "wb") as myfile:
self._data.update({feed_id: timestamp})
_LOGGER.debug(
"Overwriting feed %s timestamp in storage file %s",
feed_id,
... | homeassistant/components/feedreader/__init__.py | 144 | core | {
"docstring": "Update timestamp for given feed id (usually the url).",
"language": "en",
"n_whitespaces": 8,
"n_words": 9,
"vocab_size": 9
} | 43 | Python | 41 | 62a5854e40cb554fecb1eec897d7bcb4c94628fe | __init__.py | 301,868 | 14 | 86 | put_timestamp | https://github.com/home-assistant/core.git | Fix bare except (#72906) | 202 | 0 | 100,706 | 13 | |
2 | 16 | def test_link_error_on_chord_header(self, header):
self.app.conf.task_allow_error_cb_on_chord_header = True
c = chord(header, signature('body'))
err = signature('err')
errback = c.link_error(err)
assert errback == err
for header_task in c.tasks:
asser... | t/unit/tasks/test_canvas.py | 128 | celery | {
"docstring": " Test that link_error on a chord also links the header ",
"language": "en",
"n_whitespaces": 11,
"n_words": 10,
"vocab_size": 10
} | 32 | Python | 22 | 3983484defb4564c9baf2a24a6b3af2d0b3c0df7 | test_canvas.py | 208,396 | 9 | 77 | test_link_error_on_chord_header | https://github.com/celery/celery.git | Housekeeping for Canvas.py (#7942)
* Removed pass from @abstractmethod StampingVisitor.on_signature()
* Added unit test: test_repr_empty_group()
* Added unit test: test_signature_on_error_adds_error_callback()
* Cleaned chord.link_error() implementation
* Added a new test suite: test_merge_dictionaries
... | 99 | 0 | 52,316 | 11 | |
2 | 20 | def _gen_html_string(self):
self.html_string = _hilite_me(
self.code_string,
self.language,
self.style,
self.insert_line_no,
"border:solid gray;border-width:.1em .1em .1em .8em;padding:.2em .6em;",
self.file_path,
self.... | manim/mobject/svg/code_mobject.py | 170 | manim | {
"docstring": "Function to generate html string with code highlighted and stores in variable html_string.",
"language": "en",
"n_whitespaces": 12,
"n_words": 13,
"vocab_size": 13
} | 41 | Python | 37 | 902e7eb4f0147b5882a613b67467e38a1d47f01e | code_mobject.py | 189,448 | 25 | 103 | gen_html_string | https://github.com/ManimCommunity/manim.git | Hide more private methods from the docs. (#2468)
* hide privs from text_mobject.py
* hide privs from tex_mobject.py
* hide privs from code_mobject.py
* hide privs from svg_mobject.py
* remove SVGPath and utils from __init__.py
* don't import string_to_numbers
* hide privs from geometry.py
* hide p... | 356 | 0 | 46,056 | 16 | |
1 | 5 | def test_iterable_not_string():
constraint = _IterablesNotString()
assert constraint.is_satisfied_by([1, 2, 3])
assert constraint.is_satisfied_by(range(10))
assert not constraint.is_satisfied_by("some string")
| sklearn/utils/tests/test_param_validation.py | 70 | scikit-learn | {
"docstring": "Check that a string does not satisfy the _IterableNotString constraint.",
"language": "en",
"n_whitespaces": 9,
"n_words": 10,
"vocab_size": 10
} | 15 | Python | 13 | b9f623cff0f61c43b194e794da45c81518c57f60 | test_param_validation.py | 260,597 | 5 | 41 | test_iterable_not_string | https://github.com/scikit-learn/scikit-learn.git | MAINT Param validation: add helper constraint for cv object (#24010) | 30 | 0 | 76,365 | 9 | |
4 | 13 | def get_mapped_key_strings_to_ints(self) -> MutableMapping[str, int]:
cache_key_results: MutableMapping[str, int] = {}
for org_id, result_dict in self.results.items():
for string, id in result_dict.items():
key = f"{org_id}:{string}"
if id is not None... | src/sentry/sentry_metrics/indexer/base.py | 111 | sentry | {
"docstring": "\n Return the results, but formatted as the following:\n {\n \"1:a\": 10,\n \"1:b\": 11,\n \"1:c\", 12,\n \"2:e\": 13\n }\n This is for when we use indexer_cache.set_many()\n ",
"language": "en",
... | 33 | Python | 26 | c4cc0467974bcfb2b3c95120bd19c337aa977183 | base.py | 92,382 | 18 | 66 | get_mapped_key_strings_to_ints | https://github.com/getsentry/sentry.git | feat(metrics_indexer): Add rate limits functionality to indexer [INGEST-1380] (#36263)
* feat(metrics_indexer): Add rate limits functionality to indexer [INGEST-1380]
The postgres string indexer now is able to rate limit writes using four
sentry options. If that happens, `None` is returned in place of an
integer,... | 121 | 0 | 18,905 | 13 | |
2 | 12 | def copy(self, update_attrs=None, exclude_fields=None):
exclude_fields = (
self.default_exclude_fields_in_copy
+ self.exclude_fields_in_copy
+ (exclude_fields or [])
)
instance, child_object_map = _copy(self.specific, exclude_fields, update_attrs)
... | wagtail/core/models/__init__.py | 97 | wagtail | {
"docstring": "Copy this task state, excluding the attributes in the ``exclude_fields`` list and updating any attributes to values\n specified in the ``update_attrs`` dictionary of ``attribute``: ``new value`` pairs",
"language": "en",
"n_whitespaces": 33,
"n_words": 27,
"vocab_size": 23
} | 27 | Python | 24 | d10f15e55806c6944827d801cd9c2d53f5da4186 | __init__.py | 73,881 | 10 | 63 | copy | https://github.com/wagtail/wagtail.git | Reformat with black | 109 | 0 | 16,158 | 11 | |
1 | 14 | def extract_tags(self, sentence, topK=20, withWeight=False, allowPOS=(), withFlag=False):
self.check_dependency()
import jieba
import jieba.analyse
jieba.setLogLevel(logging.ERROR)
res = jieba.analyse.extract_tags(sentence,
topK=t... | modules/text/lexical_analysis/jieba_paddle/module.py | 108 | PaddleHub | {
"docstring": "\n Extract keywords from sentence using TF-IDF algorithm.\n Args:\n topK(int): return how many top keywords. `None` for all possible words.\n withWeight(bool): if True, return a list of (word, weight);\n if False, return a list of words.\n ... | 22 | Python | 20 | 8468e1ac6cfe165aa1e3cf4f77ab6fb66ce98614 | module.py | 49,679 | 25 | 72 | extract_tags | https://github.com/PaddlePaddle/PaddleHub.git | Remove fluid api in modules and pkg. (#1906) | 231 | 0 | 9,867 | 9 | |
1 | 6 | def to_list(self):
return list(convert_submodules(self.__dict__).values())
| ludwig/schema/model_config.py | 36 | ludwig | {
"docstring": "Method for getting a list representation of the input features.\n\n Returns:\n List of input features specified.\n ",
"language": "en",
"n_whitespaces": 41,
"n_words": 16,
"vocab_size": 14
} | 4 | Python | 4 | 4d2d81f9fdefc52eea6a9bf0826a6f2ffc8d681b | model_config.py | 8,421 | 2 | 20 | to_list | https://github.com/ludwig-ai/ludwig.git | 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
... | 18 | 0 | 1,429 | 12 | |
1 | 2 | def test_action_not_coerced_for_get_and_head(self):
| tests/schemas/test_coreapi.py | 13 | django-rest-framework | {
"docstring": "\n Ensure that action name is preserved when action map contains \"head\".\n ",
"language": "en",
"n_whitespaces": 26,
"n_words": 11,
"vocab_size": 10
} | 2 | Python | 2 | df584350b4f77143d84615f05000f71408aec9c0 | test_coreapi.py | 48,645 | 46 | 269 | test_action_not_coerced_for_get_and_head | https://github.com/encode/django-rest-framework.git | Prevent head method mapping to coerce action name (#7729) | 9 | 0 | 9,554 | 6 | |
1 | 12 | def get_cluster_metadata(gcs_client) -> dict:
return json.loads(
gcs_client.internal_kv_get(
usage_constant.CLUSTER_METADATA_KEY,
namespace=ray_constants.KV_NAMESPACE_CLUSTER,
).decode("utf-8")
)
| python/ray/_private/usage/usage_lib.py | 57 | ray | {
"docstring": "Get the cluster metadata from GCS.\n\n It is a blocking API.\n\n This will return None if `put_cluster_metadata` was never called.\n\n Params:\n gcs_client: The GCS client to perform KV operation GET.\n\n Returns:\n The cluster metadata in a dictinoary.\n\n Raises:\n ... | 11 | Python | 11 | 3a48a79fd7d2ed9195baec275562e64e96596de4 | usage_lib.py | 125,358 | 22 | 34 | get_cluster_metadata | https://github.com/ray-project/ray.git | [Usage stats] Report total number of running jobs for usage stats purpose. (#26787)
- Report total number of running jobs
- Fix total number of nodes to include only alive nodes
Signed-off-by: Jiajun Yao <jeromeyjj@gmail.com> | 56 | 0 | 27,847 | 13 | |
2 | 19 | def test_unblock_room_twice(self) -> None:
self._block_room(self.room_id)
for _ in range(2):
channel = self.make_request(
"PUT",
self.url % self.room_id,
content={"block": False},
access_token=self.admin_user_tok,
... | tests/rest/admin/test_room.py | 149 | synapse | {
"docstring": "Test that unblock a room that is not blocked is successful.",
"language": "en",
"n_whitespaces": 10,
"n_words": 11,
"vocab_size": 9
} | 26 | Python | 26 | c97042f7eef3748e17c90e48a4122389a89c4735 | test_room.py | 249,148 | 13 | 94 | test_unblock_room_twice | https://github.com/matrix-org/synapse.git | Use literals in place of `HTTPStatus` constants in tests (#13469) | 162 | 0 | 72,655 | 14 | |
1 | 17 | def test_limit_and_from(self) -> None:
number_destinations = 20
self._create_destinations(number_destinations)
channel = self.make_request(
"GET",
self.url + "?from=5&limit=10",
access_token=self.admin_user_tok,
)
self.assertEqual(H... | tests/rest/admin/test_federation.py | 180 | synapse | {
"docstring": "Testing list of destinations with a defined starting point and limit",
"language": "en",
"n_whitespaces": 10,
"n_words": 11,
"vocab_size": 11
} | 27 | Python | 26 | 6a72c910f180ee8b4bd78223775af48492769472 | test_federation.py | 246,112 | 14 | 109 | test_limit_and_from | https://github.com/matrix-org/synapse.git | Add admin API to get a list of federated rooms (#11658) | 130 | 0 | 71,018 | 11 | |
1 | 6 | def face(self) -> Optional[np.ndarray]:
return self._face
| lib/align/aligned_face.py | 29 | faceswap | {
"docstring": " :class:`numpy.ndarray`: The aligned face at the given :attr:`size` at the specified\n :attr:`coverage` in the given :attr:`dtype`. If an :attr:`image` has not been provided\n then an the attribute will return ``None``. ",
"language": "en",
"n_whitespaces": 45,
"n_words": 30,
"vo... | 6 | Python | 6 | a2de4a97985dc62db3b140a924aeac2be733abf8 | aligned_face.py | 101,190 | 5 | 17 | face | https://github.com/deepfakes/faceswap.git | lib.align.aligned_face updates
- Typing
- Legacy support for pre-aligned faces
- Coverage support for pre-aligned faces
- Standardized retrieval of sub-crops | 20 | 0 | 20,611 | 6 | |
3 | 15 | def pyplot(self, fig=None, clear_figure=None, **kwargs):
if not fig and config.get_option("deprecation.showPyplotGlobalUse"):
self.dg.exception(PyplotGlobalUseWarning())
image_list_proto = ImageListProto()
marshall(
self.dg._get_delta_path_str(), image_list_pro... | lib/streamlit/elements/pyplot.py | 118 | streamlit | {
"docstring": "Display a matplotlib.pyplot figure.\n\n Parameters\n ----------\n fig : Matplotlib Figure\n The figure to plot. When this argument isn't specified, this\n function will render the global figure (but this is deprecated,\n as described below)\n\n ... | 24 | Python | 24 | 72703b38029f9358a0ec7ca5ed875a6b438ece19 | pyplot.py | 118,742 | 8 | 73 | pyplot | https://github.com/streamlit/streamlit.git | Replace static apps with live Cloud apps (#4317)
Co-authored-by: kajarenc <kajarenc@gmail.com> | 88 | 0 | 26,399 | 11 | |
3 | 17 | def print_tensor(x, message="", summarize=3):
if isinstance(x, tf.Tensor) and hasattr(x, "graph"):
with get_graph().as_default():
op = tf.print(
message, x, output_stream=sys.stdout, summarize=summarize
)
with tf.control_dependencies([op]):
... | keras/backend.py | 160 | keras | {
"docstring": "Prints `message` and the tensor value when evaluated.\n\n Note that `print_tensor` returns a new tensor identical to `x`\n which should be used in the following code. Otherwise the\n print operation is not taken into account during evaluation.\n\n Example:\n\n >>> x = tf.constant([[1.0,... | 34 | Python | 30 | 84afc5193d38057e2e2badf9c889ea87d80d8fbf | backend.py | 269,468 | 11 | 99 | print_tensor | https://github.com/keras-team/keras.git | Reformatting the codebase with black.
PiperOrigin-RevId: 450093126 | 126 | 0 | 80,103 | 14 | |
7 | 4 | def _reassign_keys(cls):
rcParams["keymap.fullscreen"] = [k for k in rcParams["keymap.fullscreen"] if k != "f"]
rcParams["keymap.save"] = [k for k in rcParams["keymap.save"] if k != "s"]
rcParams["keymap.home"] = [k for k in rcParams["keymap.home"] if k != "r"]
| scripts/train.py | 112 | faceswap | {
"docstring": " Remove `F`, 'S' and 'R' from their default bindings. ",
"language": "en",
"n_whitespaces": 10,
"n_words": 9,
"vocab_size": 9
} | 35 | Python | 15 | 7b9fc0454d982a2425ec44e90e5b05a87d149953 | train.py | 101,031 | 4 | 63 | _reassign_keys | https://github.com/deepfakes/faceswap.git | Live Preview - Replace cv2 with matplotlib viewer | 63 | 0 | 20,471 | 10 | |
6 | 12 | def weight(self) -> int:
weight = 0
if self.models:
weight += 401 - (1 if callable(self.models) else len(self.models))
if self.manufacturers:
weight += 301 - (
1 if callable(self.manufacturers) else len(self.manufacturers)
)
... | homeassistant/components/zha/core/registries.py | 167 | core | {
"docstring": "Return the weight of the matching rule.\n\n Most specific matches should be preferred over less specific. Model matching\n rules have a priority over manufacturer matching rules and rules matching a\n single model/manufacturer get a better priority over rules matching multiple\n ... | 51 | Python | 32 | 8bed2e6459bfc1efb25d6a55aaea2eb1b9953cf9 | registries.py | 314,673 | 23 | 105 | weight | https://github.com/home-assistant/core.git | Remove zha from mypy ignore list (#73603) | 166 | 0 | 113,278 | 14 | |
4 | 35 | def test_edit_cases(self) -> None:
self.login("hamlet")
hamlet = self.example_user("hamlet")
msg_id = self.send_stream_message(
self.example_user("hamlet"), "Denmark", topic_name="topic 1", content="content 1"
)
result = self.client_patch(
f"/json... | zerver/tests/test_message_edit.py | 1,737 | zulip | {
"docstring": "This test verifies the accuracy of construction of Zulip's edit\n history data structures.",
"language": "en",
"n_whitespaces": 19,
"n_words": 13,
"vocab_size": 12
} | 310 | Python | 136 | d560d124a304a2f6dd467200aab7f070a78bf155 | test_message_edit.py | 83,152 | 128 | 1,019 | test_edit_cases | https://github.com/zulip/zulip.git | python: Replace string concatenations with f-strings. | 1,529 | 0 | 17,602 | 13 | |
6 | 15 | def close(self):
# finish decoding
if self.decoder:
# get rid of what's left in the buffers
self.feed(b"")
self.data = self.decoder = None
if not self.finished:
msg = "image was incomplete"
raise OSError(msg)
... | src/PIL/ImageFile.py | 174 | Pillow | {
"docstring": "\n (Consumer) Close the stream.\n\n :returns: An image object.\n :exception OSError: If the parser failed to parse the image file either\n because it cannot be identified or cannot be\n decoded.\n ",
"language": "en",
... | 74 | Python | 55 | 2ae55ccbdad9c842929fb238ea1eb81d1f999024 | ImageFile.py | 243,737 | 17 | 97 | close | https://github.com/python-pillow/Pillow.git | Improve exception traceback readability | 312 | 0 | 70,104 | 15 | |
1 | 3 | def transform_non_affine(self, values):
return values
| lib/matplotlib/transforms.py | 18 | matplotlib | {
"docstring": "\n Apply only the non-affine part of this transformation.\n\n ``transform(values)`` is always equivalent to\n ``transform_affine(transform_non_affine(values))``.\n\n In non-affine transformations, this is generally equivalent to\n ``transform(values)``. In affine tr... | 5 | Python | 5 | 442e7082140f85de53349bf0bf0e3c98e2eaa44c | transforms.py | 107,966 | 2 | 10 | transform_non_affine | https://github.com/matplotlib/matplotlib.git | Correct cross-references in documentation | 19 | 0 | 22,992 | 6 | |
2 | 7 | def collect(self) -> Generator[Metric, None, None]:
for pre_update_hook in self._pre_update_hooks:
pre_update_hook()
yield from super().collect()
| synapse/util/metrics.py | 56 | synapse | {
"docstring": "\n Collects metrics, calling pre-update hooks first.\n ",
"language": "en",
"n_whitespaces": 21,
"n_words": 6,
"vocab_size": 6
} | 14 | Python | 14 | cf11919ddd4f48b2f59062542ba62969042f80aa | metrics.py | 249,473 | 7 | 34 | collect | https://github.com/matrix-org/synapse.git | Fix cache metrics not being updated when not using the legacy exposition module. (#13717) | 46 | 0 | 72,940 | 10 | |
4 | 11 | def get_ranking(pairs):
if len(pairs) == 1:
return list(pairs[0])
w = get_winner(pairs)
# now remove the winner from the list of pairs
p_new = np.array([(a, b) for a, b in pairs if a != w])
return [w] + get_ranking(p_new)
| backend/postprocessing/rankings.py | 98 | Open-Assistant | {
"docstring": "\n Abuses concordance property to get a (not necessarily unqiue) ranking.\n The lack of uniqueness is due to the potential existance of multiple\n equally ranked winners. We have to pick one, which is where\n the non-uniqueness comes from\n ",
"language": "en",
"n_whitespaces": 53,
... | 38 | Python | 33 | 38ca08446d560797522b7828720032799584d32a | rankings.py | 216,630 | 6 | 61 | get_ranking | https://github.com/LAION-AI/Open-Assistant.git | ran pre-commit hook | 63 | 0 | 54,671 | 11 | |
3 | 12 | def flow_hierarchy(G, weight=None):
if not G.is_directed():
raise nx.NetworkXError("G must be a digraph in flow_hierarchy")
scc = nx.strongly_connected_components(G)
return 1 - sum(G.subgraph(c).size(weight) for c in scc) / G.size(weight)
| networkx/algorithms/hierarchy.py | 101 | networkx | {
"docstring": "Returns the flow hierarchy of a directed network.\n\n Flow hierarchy is defined as the fraction of edges not participating\n in cycles in a directed graph [1]_.\n\n Parameters\n ----------\n G : DiGraph or MultiDiGraph\n A directed graph\n\n weight : key,optional (default=None)... | 27 | Python | 26 | 2a05ccdb07cff88e56661dee8a9271859354027f | hierarchy.py | 176,717 | 5 | 61 | flow_hierarchy | https://github.com/networkx/networkx.git | Remove redundant py2 numeric conversions (#5661)
* Remove redundant float conversion
* Remove redundant int conversion
* Use integer division
Co-authored-by: Miroslav Šedivý <6774676+eumiro@users.noreply.github.com> | 46 | 0 | 42,052 | 13 | |
11 | 15 | def rot90(m, k=1, axes=(0, 1)):
axes = tuple(axes)
if len(axes) != 2:
raise ValueError("len(axes) must be 2.")
m = asanyarray(m)
if axes[0] == axes[1] or absolute(axes[0] - axes[1]) == m.ndim:
raise ValueError("Axes must be different.")
if (axes[0] >= m.ndim or axes[0] < -m.n... | numpy/lib/function_base.py | 377 | numpy | {
"docstring": "\n Rotate an array by 90 degrees in the plane specified by axes.\n\n Rotation direction is from the first towards the second axis.\n\n Parameters\n ----------\n m : array_like\n Array of two or more dimensions.\n k : integer\n Number of times the array is rotated by 90 ... | 105 | Python | 68 | f404e9e92e87a3990712d723d5c562a89300ac01 | function_base.py | 160,188 | 79 | 250 | rot90 | https://github.com/numpy/numpy.git | Add space after argument name | 265 | 0 | 38,560 | 12 | |
1 | 9 | def test_export_resolves_empty_project(self):
payload = self.make_payload(
"discover",
{"project": [], "start": "2020-05-18T14:00:00", "end": "2020-05-19T14:00:00"},
)
with self.feature("organizations:discover-query"):
self.get_valid_response(self.org... | tests/sentry/data_export/endpoints/test_data_export.py | 186 | sentry | {
"docstring": "\n Ensures that a request to this endpoint returns a 201 if projects\n is an empty list.\n ",
"language": "en",
"n_whitespaces": 38,
"n_words": 16,
"vocab_size": 15
} | 34 | Python | 21 | e6285db024d7af78f2022822abcde6f5d118af9e | test_data_export.py | 97,025 | 12 | 102 | test_export_resolves_empty_project | https://github.com/getsentry/sentry.git | ref(discover): Remove resolve_field_list from data export (#32547)
- This removes the call to resolve_field_list to validate queries from
the data export | 138 | 0 | 19,363 | 11 | |
2 | 11 | def get_compat_v1_regularization_losses(self):
return {
name: regularizer()
for name, regularizer in self._tf1_style_var_store._regularizers.items()
} # pylint: disable=protected-access
@test_combinations.generate(test_combinations.combine(mode=["eager"])) | keras/legacy_tf_layers/variable_scope_shim_test.py | 76 | @test_combinations.generate(test_combinations.combine(mode=["eager"])) | keras | {
"docstring": "Dict w/ regularization losses from `get_variable`&`compat.v1.layers`.",
"language": "en",
"n_whitespaces": 5,
"n_words": 6,
"vocab_size": 6
} | 16 | Python | 16 | 84afc5193d38057e2e2badf9c889ea87d80d8fbf | variable_scope_shim_test.py | 274,468 | 5 | 28 | get_compat_v1_regularization_losses | https://github.com/keras-team/keras.git | Reformatting the codebase with black.
PiperOrigin-RevId: 450093126 | 59 | 1 | 81,207 | 11 |
1 | 8 | def test_random_tree_n_zero():
with pytest.raises(nx.NetworkXPointlessConcept):
T = nx.random_tree(0, seed=1234)
| networkx/generators/tests/test_trees.py | 48 | networkx | {
"docstring": "Tests if n = 0 then the NetworkXPointlessConcept exception is raised.",
"language": "en",
"n_whitespaces": 10,
"n_words": 11,
"vocab_size": 11
} | 8 | Python | 8 | dc70d037f21c76c61e1aab02039c4ca87898f7c7 | test_trees.py | 177,372 | 3 | 27 | test_random_tree_n_zero | https://github.com/networkx/networkx.git | added coverage in generators/tree.py (#6082) | 21 | 0 | 42,365 | 11 | |
1 | 4 | def add(inputs, **kwargs):
return Add(**kwargs)(inputs)
| keras/layers/merging/add.py | 32 | keras | {
"docstring": "Functional interface to the `tf.keras.layers.Add` layer.\n\n Args:\n inputs: A list of input tensors with the same shape.\n **kwargs: Standard layer keyword arguments.\n\n Returns:\n A tensor as the sum of the inputs. It has the same shape as the inputs.\n\n Examples:\n\n... | 5 | Python | 5 | 84afc5193d38057e2e2badf9c889ea87d80d8fbf | add.py | 272,642 | 2 | 18 | add | https://github.com/keras-team/keras.git | Reformatting the codebase with black.
PiperOrigin-RevId: 450093126 | 11 | 0 | 81,028 | 9 | |
1 | 2 | def get_cached_paths(self):
return ["/"]
| wagtail/core/models/__init__.py | 21 | wagtail | {
"docstring": "\n This returns a list of paths to invalidate in a frontend cache\n ",
"language": "en",
"n_whitespaces": 27,
"n_words": 12,
"vocab_size": 11
} | 4 | Python | 4 | d10f15e55806c6944827d801cd9c2d53f5da4186 | __init__.py | 73,846 | 2 | 10 | get_cached_paths | https://github.com/wagtail/wagtail.git | Reformat with black | 18 | 0 | 16,141 | 7 | |
20 | 50 | def cleanup(self, onlyFileTbl=False, udfDict=None, web=False):
if web and self.webBackdoorFilePath:
logger.info("cleaning up the web files uploaded")
self.delRemoteFile(self.webStagerFilePath)
self.delRemoteFile(self.webBackdoorFilePath)
if (not isStacking... | plugins/generic/misc.py | 594 | sqlmap | {
"docstring": "\n Cleanup file system and database from sqlmap create files, tables\n and functions\n ",
"language": "en",
"n_whitespaces": 34,
"n_words": 12,
"vocab_size": 11
} | 203 | Python | 118 | df4293473d2fb6e887e31522cab5aff95e201581 | misc.py | 123,734 | 45 | 344 | cleanup | https://github.com/sqlmapproject/sqlmap.git | Fixing DeprecationWarning (logger.warn) | 726 | 0 | 27,412 | 19 | |
7 | 8 | def func_load(code, defaults=None, closure=None, globs=None):
if isinstance(code, (tuple, list)): # unpack previous dump
code, defaults, closure = code
if isinstance(defaults, list):
defaults = tuple(defaults)
| keras/utils/generic_utils.py | 78 | keras | {
"docstring": "Deserializes a user defined function.\n\n Args:\n code: bytecode of the function.\n defaults: defaults of the function.\n closure: closure of the function.\n globs: dictionary of global objects.\n\n Returns:\n A function object.\n ",
"language": "en",
"n... | 24 | Python | 22 | 84afc5193d38057e2e2badf9c889ea87d80d8fbf | generic_utils.py | 276,843 | 18 | 147 | func_load | https://github.com/keras-team/keras.git | Reformatting the codebase with black.
PiperOrigin-RevId: 450093126 | 56 | 0 | 81,753 | 12 | |
1 | 18 | def assert_orientation_landscape_image_is_correct(self, rendition):
from willow.plugins.pillow import PillowImage
with rendition.get_willow_image() as willow_image:
image = PillowImage.open(willow_image)
# Check that the image is the correct size (and not rotated)
... | wagtail/images/tests/test_models.py | 273 | wagtail | {
"docstring": "\n Check that the image has the correct colored pixels in the right places\n so that we know the image did not physically rotate.\n ",
"language": "en",
"n_whitespaces": 45,
"n_words": 23,
"vocab_size": 18
} | 89 | Python | 61 | d10f15e55806c6944827d801cd9c2d53f5da4186 | test_models.py | 75,292 | 13 | 177 | assert_orientation_landscape_image_is_correct | https://github.com/wagtail/wagtail.git | Reformat with black | 212 | 0 | 16,387 | 11 | |
3 | 9 | def get_user_model():
try:
return django_apps.get_model(settings.AUTH_USER_MODEL, require_ready=False)
except ValueError:
raise ImproperlyConfigured(
"AUTH_USER_MODEL must be of the form 'app_label.model_name'"
)
except LookupError:
raise ImproperlyConfigured... | django/contrib/auth/__init__.py | 71 | django | {
"docstring": "\n Return the User model that is active in this project.\n ",
"language": "en",
"n_whitespaces": 17,
"n_words": 10,
"vocab_size": 10
} | 35 | Python | 30 | 9c19aff7c7561e3a82978a272ecdaad40dda5c00 | __init__.py | 203,587 | 12 | 40 | get_user_model | https://github.com/django/django.git | Refs #33476 -- Reformatted code with Black. | 115 | 0 | 50,462 | 12 | |
1 | 2 | def visible(self):
return self["visible"]
| packages/python/plotly/plotly/graph_objs/_bar.py | 22 | plotly.py | {
"docstring": "\n Determines whether or not this trace is visible. If\n \"legendonly\", the trace is not drawn, but can appear as a\n legend item (provided that the legend itself is visible).\n\n The 'visible' property is an enumeration that may be specified as:\n - One of the fo... | 4 | Python | 4 | 43e3a4011080911901176aab919c0ecf5046ddd3 | _bar.py | 226,157 | 2 | 11 | visible | https://github.com/plotly/plotly.py.git | switch to black .22 | 18 | 0 | 57,830 | 7 | |
2 | 11 | def fgcolor(value, dark='000000', light='ffffff'):
value = value.lower().strip('#')
if not re.match('^[0-9a-f]{6}$', value):
return ''
return f'#{foreground_color(value, dark, light)}'
@register.filter() | netbox/utilities/templatetags/builtins/filters.py | 102 | @register.filter() | netbox | {
"docstring": "\n Return black (#000000) or white (#ffffff) given an arbitrary background color in RRGGBB format. The foreground\n color with the better contrast is returned.\n\n Args:\n value: The background color\n dark: The foreground color to use for light backgrounds\n light: The f... | 18 | Python | 17 | 7c105019d8ae9205051c302e7499b33a455f9176 | filters.py | 264,443 | 5 | 42 | fgcolor | https://github.com/netbox-community/netbox.git | Closes #8600: Document built-in template tags & filters | 36 | 1 | 77,729 | 10 |
2 | 23 | def test_image():
# Test fails for matplotlib 1.5+ because the size of the image
# generated by matplotlib has changed.
if Version(matplotlib.__version__) == Version("3.4.1"):
image_size = 432
else:
pytest.skip("Test fails for older matplotlib")
np.random.seed(0) # image size depend... | packages/python/plotly/plotly/matplotlylib/mplexporter/tests/test_basic.py | 159 | plotly.py | {
"docstring": "\n opening figure\n opening axes\n draw image of size {image_size} \n closing axes\n closing figure\n ",
"language": "en",
"n_whitespaces": 159,
"n_word... | 55 | Python | 45 | 1d82b8822120db088bfeb6c8eae7ec8df9703783 | test_basic.py | 230,975 | 18 | 94 | test_image | https://github.com/plotly/plotly.py.git | Updated distutils.Version to packaging.Version | 110 | 0 | 62,617 | 11 | |
2 | 15 | def _build_tabs(self) -> None:
logger.debug("Build Tabs")
for section in self.config_tools.sections:
tab = ttk.Notebook(self)
self._tabs[section] = {"tab": tab}
self.add(tab, text=section.replace("_", " ").title())
| tools/preview/preview.py | 110 | faceswap | {
"docstring": " Build the notebook tabs for the each configuration section. ",
"language": "en",
"n_whitespaces": 10,
"n_words": 9,
"vocab_size": 8
} | 21 | Python | 20 | 1022651eb8a7741014f5d2ec7cbfe882120dfa5f | preview.py | 101,448 | 7 | 64 | _build_tabs | https://github.com/deepfakes/faceswap.git | Bugfix: convert - Gif Writer
- Fix non-launch error on Gif Writer
- convert plugins - linting
- convert/fs_media/preview/queue_manager - typing
- Change convert items from dict to Dataclass | 75 | 0 | 20,861 | 15 | |
3 | 4 | def theme_use_custom_titlebar():
if USE_CUSTOM_TITLEBAR is False:
return False
return USE_CUSTOM_TITLEBAR or pysimplegui_user_settings.get('-custom titlebar-', False)
| PySimpleGUI.py | 41 | PySimpleGUI | {
"docstring": "\n Returns True if a custom titlebar will be / should be used.\n The setting is in the Global Settings window and can be overwridden\n using set_options call\n\n :return: True if a custom titlebar / custom menubar should be used\n :rtype: (bool)\n ",
"language": "en"... | 14 | Python | 12 | 66931d51e1a06797381d3c32c2b1a4400c033357 | PySimpleGUI.py | 212,994 | 4 | 23 | theme_use_custom_titlebar | https://github.com/PySimpleGUI/PySimpleGUI.git | Release 4.60.0 | 30 | 0 | 53,561 | 9 | |
1 | 16 | def test_dataset_stats_shuffle(ray_start_regular_shared):
context = DatasetContext.get_current()
context.optimize_fuse_stages = True
ds = ray.data.range(1000, parallelism=10)
ds = ds.random_shuffle().repartition(1, shuffle=True)
stats = canonicalize(ds.stats())
assert (
stats
== ... | python/ray/data/tests/test_stats.py | 103 | ray | {
"docstring": "Stage N read->random_shuffle: executed in T\n\n Substage Z read->random_shuffle_map: N/N blocks executed\n * Remote wall time: T min, T max, T mean, T total\n * Remote cpu time: T min, T max, T mean, T total\n * Output num rows: N min, N max, N mean, N total\n * Output size bytes: N min... | 24 | Python | 18 | ea791ab0a0f176c94c911ef0eb06ca8fa568de0c | test_stats.py | 138,510 | 41 | 63 | test_dataset_stats_shuffle | https://github.com/ray-project/ray.git | [Datasets] Print hierarchical stats for multi-stage operations. (#24119)
The total execution time for multi-stage operations being logged twice in the dataset stats is [confusing to users](https://github.com/ray-project/ray/issues/23915), making it seem like each stage in the operation took the same amount of time. Th... | 59 | 0 | 31,449 | 10 | |
16 | 53 | def rewrite(e, Omega, x, wsym):
if not isinstance(Omega, SubsSet):
raise TypeError("Omega should be an instance of SubsSet")
if len(Omega) == 0:
raise ValueError("Length cannot be 0")
# all items in Omega must be exponentials
for t in Omega.keys():
if not isinstance(t, exp):... | sympy/series/gruntz.py | 589 | sympy | {
"docstring": "e(x) ... the function\n Omega ... the mrv set\n wsym ... the symbol which is going to be used for w\n\n Returns the rewritten e in terms of w and log(w). See test_rewrite1()\n for examples and correct results.\n ",
"language": "en",
"n_whitespaces": 53,
"n_words": 38,
"vocab_siz... | 319 | Python | 189 | f757f3daae6e11ea0cfb7dadc133274d8d74315f | gruntz.py | 196,819 | 43 | 365 | rewrite | https://github.com/sympy/sympy.git | Reordered imports 2 | 594 | 0 | 48,197 | 19 | |
2 | 41 | def register_converter_cb(key) -> None:
from pandas.plotting import (
deregister_matplotlib_converters,
register_matplotlib_converters,
)
if cf.get_option(key):
register_matplotlib_converters()
else:
deregister_matplotlib_converters()
with cf.config_prefix("plotting.ma... | pandas/core/config_init.py | 854 | pandas | {
"docstring": "\n: bool\n Whether to sparsify the display of a hierarchical index. Setting to False will\n display each explicit level element in a hierarchical key for each row.\n\n: bool\n Whether to sparsify the display of hierarchical columns. Setting to False will\n display each explicit level eleme... | 200 | Python | 127 | 9612375ca28ade056f15d4338f1bfde5d045c9fc | config_init.py | 167,698 | 9 | 34 | register_converter_cb | https://github.com/pandas-dev/pandas.git | TYP: return values in core/*.py (#47587)
* TYP: return values in core/*.py
* fix test
* to_html
* to_html part 2
* DataFrame.query
* more overloads
* fix query?
* increase stacklevel by one
* fix rename_axis
* and an overload for DataFrame.eval
* address comments
* fix typevar | 695 | 0 | 40,081 | 13 | |
2 | 7 | def get_accounts_in_mappers(mapping_names):
return frappe.db.sql(, (', '.join('%s' % d for d in mapping_names)))
| erpnext/accounts/report/cash_flow/custom_cash_flow.py | 50 | erpnext | {
"docstring": "\n\t\tselect cfma.name, cfm.label, cfm.is_working_capital, cfm.is_income_tax_liability,\n\t\tcfm.is_income_tax_expense, cfm.is_finance_cost, cfm.is_finance_cost_adjustment, cfma.account\n\t\tfrom `tabCash Flow Mapping Accounts` cfma\n\t\tjoin `tabCash Flow Mapping` cfm on cfma.parent=cfm.name\n\t\twhe... | 12 | Python | 11 | 119273e633ec8e56c7d5c4649ef81c3deeb5f7d2 | custom_cash_flow.py | 64,634 | 9 | 29 | get_accounts_in_mappers | https://github.com/frappe/erpnext.git | fix: custom cash flow mapper doesn't show any data | 10 | 0 | 13,684 | 12 | |
1 | 2 | def circle(self):
return self["circle"]
| packages/python/plotly/plotly/graph_objs/layout/mapbox/_layer.py | 22 | plotly.py | {
"docstring": "\n The 'circle' property is an instance of Circle\n that may be specified as:\n - An instance of :class:`plotly.graph_objs.layout.mapbox.layer.Circle`\n - A dict of string/value properties that will be passed\n to the Circle constructor\n\n Support... | 4 | Python | 4 | 43e3a4011080911901176aab919c0ecf5046ddd3 | _layer.py | 232,039 | 2 | 11 | circle | https://github.com/plotly/plotly.py.git | switch to black .22 | 18 | 0 | 63,483 | 7 |
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