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 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
1 | 2 | def tickangle(self):
return self["tickangle"]
| packages/python/plotly/plotly/graph_objs/bar/marker/_colorbar.py | 22 | plotly.py | {
"docstring": "\n Sets the angle of the tick labels with respect to the\n horizontal. For example, a `tickangle` of -90 draws the tick\n labels vertically.\n\n The 'tickangle' property is a angle (in degrees) that may be\n specified as a number between -180 and 180. Numeric values ... | 4 | Python | 4 | 43e3a4011080911901176aab919c0ecf5046ddd3 | _colorbar.py | 228,753 | 2 | 11 | tickangle | https://github.com/plotly/plotly.py.git | switch to black .22 | 18 | 0 | 60,426 | 7 | |
1 | 11 | def _reset_replica_iterator(self):
replicas = list(self.in_flight_queries.keys())
random.shuffle(replicas)
self.replica_iterator = itertools.cycle(replicas)
| python/ray/serve/_private/router.py | 59 | ray | {
"docstring": "Reset the iterator used to load balance replicas.\n\n This call is expected to be called after the replica membership has\n been updated. It will shuffle the replicas randomly to avoid multiple\n handle sending requests in the same order.\n ",
"language": "en",
"n_white... | 9 | Python | 8 | 545c51609f0f55b41cf99cec95a9c21bee6846de | router.py | 126,370 | 4 | 34 | _reset_replica_iterator | https://github.com/ray-project/ray.git | [Serve] ServeHandle detects ActorError and drop replicas from target group (#26685) | 37 | 0 | 28,152 | 11 | |
5 | 62 | def test_workflow_job_template_copy(workflow_job_template, post, get, admin, organization):
workflow_job_template.organization = organization
label = Label.objects.create(name="foobar", organization=organization)
workflow_job_template.labels.add(label)
ee = ExecutionEnvironment.objects.create(nam... | awx/main/tests/functional/test_copy.py | 837 | @pytest.mark.django_db | awx | {
"docstring": "\n Tests the FIELDS_TO_PRESERVE_AT_COPY attribute on WFJTs\n ",
"language": "en",
"n_whitespaces": 13,
"n_words": 6,
"vocab_size": 6
} | 169 | Python | 102 | 7de5f772626a00d31026270865276365287cbe37 | test_copy.py | 81,880 | 40 | 538 | test_workflow_job_template_copy | https://github.com/ansible/awx.git | adding test coverage to ensure that FIELDS_TO_PRESERVE_AT_COPY is behaving as expected for WFJTs | 328 | 1 | 17,273 | 18 |
1 | 10 | def line_collection_2d_to_3d(col, zs=0, zdir='z'):
segments3d = _paths_to_3d_segments(col.get_paths(), zs, zdir)
col.__class__ = Line3DCollection
col.set_segments(segments3d)
| lib/mpl_toolkits/mplot3d/art3d.py | 64 | matplotlib | {
"docstring": "Convert a `.LineCollection` to a `.Line3DCollection` object.",
"language": "en",
"n_whitespaces": 6,
"n_words": 7,
"vocab_size": 6
} | 13 | Python | 12 | df6f95703b60348e01603f98a439b133da2938a0 | art3d.py | 109,916 | 4 | 39 | line_collection_2d_to_3d | https://github.com/matplotlib/matplotlib.git | Improve mpl_toolkit documentation | 25 | 0 | 23,823 | 10 | |
48 | 98 | def rsolve_hyper(coeffs, f, n, **hints):
r
coeffs = list(map(sympify, coeffs))
f = sympify(f)
r, kernel, symbols = len(coeffs) - 1, [], set()
if not f.is_zero:
if f.is_Add:
similar = {}
for g in f.expand().args:
if not g.is_hypergeometric(n):
... | sympy/solvers/recurr.py | 1,617 | sympy | {
"docstring": "\n Given linear recurrence operator `\\operatorname{L}` of order `k`\n with polynomial coefficients and inhomogeneous equation\n `\\operatorname{L} y = f` we seek for all hypergeometric solutions\n over field `K` of characteristic zero.\n\n The inhomogeneous part can be either hypergeom... | 553 | Python | 259 | 4a7c0c31501685f9d8e6572fe735b592a1fa3c33 | recurr.py | 198,001 | 164 | 1,051 | rsolve_hyper | https://github.com/sympy/sympy.git | rsolve_hyper: take into account degenerate solutions
This fixes sympy/sympy#8697:
In [2]: rsolve(a(n + 3) - a(n + 2) - a(n + 1) + a(n), a(n))
Out[2]:
n
(-1) ⋅C₁ + C₀ + C₂⋅n
Added also test from issue thread, which is not related
to the problem. And from PR request diofant/diofant#442.
Test for ... | 1,808 | 0 | 48,766 | 20 | |
8 | 22 | def parse_targets(self, source):
self.dist_log("looking for '@targets' inside -> ", source)
# get lines between /*@targets and */
with open(source) as fd:
tokens = ""
max_to_reach = 1000 # good enough, isn't?
start_with = "@targets"
start_... | numpy/distutils/ccompiler_opt.py | 305 | numpy | {
"docstring": "\n Fetch and parse configuration statements that required for\n defining the targeted CPU features, statements should be declared\n in the top of source in between **C** comment and start\n with a special mark **@targets**.\n\n Configuration statements are sort of ke... | 122 | Python | 78 | f404e9e92e87a3990712d723d5c562a89300ac01 | ccompiler_opt.py | 160,174 | 29 | 165 | parse_targets | https://github.com/numpy/numpy.git | Add space after argument name | 511 | 0 | 38,546 | 15 | |
1 | 8 | def data_system_ping_fixture():
return json.loads(load_fixture("system_ping_data.json", "guardian"))
@pytest.fixture(name="data_valve_status", scope="session") | tests/components/guardian/conftest.py | 58 | @pytest.fixture(name="data_valve_status", scope="session") | core | {
"docstring": "Define data from a successful system_ping response.",
"language": "en",
"n_whitespaces": 6,
"n_words": 7,
"vocab_size": 7
} | 7 | Python | 7 | 6bbe38578c74e5ecd8aadcd2cf39cddca8a59a52 | conftest.py | 310,457 | 2 | 17 | data_system_ping_fixture | https://github.com/home-assistant/core.git | Add diagnostics to Elexa Guardian (#64599) | 12 | 1 | 109,142 | 10 |
2 | 18 | def _softmax(x, axis):
if not dtypes.issubdtype(x.dtype, np.floating):
raise TypeError(f"_softmax only accepts floating dtypes, got {x.dtype}")
x_max = jnp.max(x, axis, keepdims=True)
unnormalized = jnp.exp(x - lax.stop_gradient(x_max))
return unnormalized / unnormalized.sum(axis, keepdims=True)
| jax/_src/random.py | 118 | jax | {
"docstring": "Utility to compute the softmax of x along a given axis.",
"language": "en",
"n_whitespaces": 10,
"n_words": 11,
"vocab_size": 11
} | 30 | Python | 27 | 69969ef8031e424b19dd020a396b3fbdc25b703e | random.py | 119,870 | 6 | 71 | _softmax | https://github.com/google/jax.git | add random.loggamma and improve dirichlet & beta implementation | 38 | 0 | 26,701 | 12 | |
3 | 22 | def fit(self, X, y=None):
if not self.degree >= 1:
raise ValueError(f"degree={self.degree} should be >=1.")
X = self._validate_data(X, accept_sparse="csc")
random_state = check_random_state(self.random_state)
n_features = X.shape[1]
if self.coef0 != 0:
... | sklearn/kernel_approximation.py | 202 | scikit-learn | {
"docstring": "Fit the model with X.\n\n Initializes the internal variables. The method needs no information\n about the distribution of data, so we only care about n_features in X.\n\n Parameters\n ----------\n X : {array-like, sparse matrix} of shape (n_samples, n_features)\n ... | 50 | Python | 42 | d616e43947340e152e4a901931e954d699368fa9 | kernel_approximation.py | 259,122 | 14 | 126 | fit | https://github.com/scikit-learn/scikit-learn.git | ENH Adds feature_names_out for most of kernel_approximation (#22694) | 160 | 0 | 75,581 | 12 | |
6 | 23 | def _poll_with_exponential_delay(request, execute_num_retries, max_n, is_done_func, is_error_func):
for i in range(0, max_n):
try:
response = request.execute(num_retries=execute_num_retries)
if is_error_func(response):
raise ValueError(f'The response contained an... | airflow/providers/google/cloud/hooks/mlengine.py | 238 | airflow | {
"docstring": "\n Execute request with exponential delay.\n\n This method is intended to handle and retry in case of api-specific errors,\n such as 429 \"Too Many Requests\", unlike the `request.execute` which handles\n lower level errors like `ConnectionError`/`socket.timeout`/`ssl.SSLError`.\n\n :pa... | 75 | Python | 60 | 602abe8394fafe7de54df7e73af56de848cdf617 | mlengine.py | 44,110 | 17 | 144 | _poll_with_exponential_delay | https://github.com/apache/airflow.git | Remove `:type` lines now sphinx-autoapi supports typehints (#20951)
* Remove `:type` lines now sphinx-autoapi supports typehints
Since we have no updated sphinx-autoapi to a more recent version it
supports showing type hints in the documentation, so we don't need to
have the type hints _and_ the `:type` lines -- ... | 254 | 0 | 8,160 | 20 | |
13 | 16 | def get_change_message(self):
if self.change_message and self.change_message[0] == "[":
try:
change_message = json.loads(self.change_message)
except json.JSONDecodeError:
return self.change_message
messages = []
for sub_mes... | django/contrib/admin/models.py | 520 | django | {
"docstring": "\n If self.change_message is a JSON structure, interpret it as a change\n string, properly translated.\n ",
"language": "en",
"n_whitespaces": 36,
"n_words": 14,
"vocab_size": 13
} | 119 | Python | 64 | 9c19aff7c7561e3a82978a272ecdaad40dda5c00 | models.py | 203,402 | 56 | 289 | get_change_message | https://github.com/django/django.git | Refs #33476 -- Reformatted code with Black. | 1,263 | 0 | 50,352 | 22 | |
21 | 64 | def call_ef(self, other_args):
parser = argparse.ArgumentParser(
add_help=False,
formatter_class=argparse.ArgumentDefaultsHelpFormatter,
prog="ef",
description=,
)
parser.add_argument(
"-p",
"--period",
... | openbb_terminal/portfolio/portfolio_optimization/po_controller.py | 1,304 | OpenBBTerminal | {
"docstring": "Process ef commandThis function plots random portfolios based on their\n risk and returns and shows the efficient frontier.Period to get yfinance data from.\n Possible frequency strings are:\n 'd': means days, for example '252d' means 252 days\n ... | 327 | Python | 194 | 34bc290dded1bd2418fc3c6b375a79f9cdd68d5a | po_controller.py | 284,355 | 223 | 800 | call_ef | https://github.com/OpenBB-finance/OpenBBTerminal.git | New portfolio optimization menu (#1642)
* New-Portfolio-Optimization-Menu
* New-Portfolio-Optimization-Menu
* New-Portfolio-Optimization-Menu
* Update _index.md
* New-Portfolio-Optimization-Menu
* New-Portfolio-Optimization-Menu
* configure portfolio optimization parameters ini
* minor improvement... | 2,276 | 0 | 84,706 | 13 | |
1 | 4 | def get(cls):
min_partition_size = super().get()
assert min_partition_size > 0, "`min_partition_size` should be > 0"
return min_partition_size
| modin/config/envvars.py | 42 | modin | {
"docstring": "\n Get ``MinPartitionSize`` with extra checks.\n\n Returns\n -------\n int\n ",
"language": "en",
"n_whitespaces": 44,
"n_words": 8,
"vocab_size": 8
} | 16 | Python | 13 | 0bdc482d6f1682e103b4c4d7ee7c4d505d2d3b1c | envvars.py | 152,965 | 4 | 23 | get | https://github.com/modin-project/modin.git | REFACTOR-#3768: change 'compute_chunksize' signature (#3769)
Co-authored-by: Yaroslav Igoshev <Poolliver868@mail.ru>
Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com> | 44 | 0 | 35,209 | 10 | |
1 | 3 | def _get_loss(self):
return HalfSquaredError()
# TODO(1.3): remove | sklearn/linear_model/_glm/glm.py | 21 | scikit-learn | {
"docstring": "This is only necessary because of the link and power arguments of the\n TweedieRegressor.\n\n Note that we do not need to pass sample_weight to the loss class as this is\n only needed to set loss.constant_hessian on which GLMs do not rely.\n ",
"language": "en",
"n_whit... | 7 | Python | 7 | 75a94f518f7bd7d0bf581ffb67d9f961e3c4efbc | glm.py | 259,436 | 2 | 10 | _get_loss | https://github.com/scikit-learn/scikit-learn.git | ENH migrate GLMs / TweedieRegressor to linear loss (#22548)
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com> | 24 | 0 | 75,770 | 7 | |
9 | 24 | def update_last_purchase_rate(doc, is_submit):
import frappe.utils
this_purchase_date = frappe.utils.getdate(doc.get("posting_date") or doc.get("transaction_date"))
for d in doc.get("items"):
# get last purchase details
last_purchase_details = get_last_purchase_details(d.item_code, doc.name)
# compare las... | erpnext/buying/utils.py | 263 | erpnext | {
"docstring": "updates last_purchase_rate in item table for each item",
"language": "en",
"n_whitespaces": 7,
"n_words": 8,
"vocab_size": 7
} | 121 | Python | 80 | 494bd9ef78313436f0424b918f200dab8fc7c20b | utils.py | 65,607 | 16 | 153 | update_last_purchase_rate | https://github.com/frappe/erpnext.git | style: format code with black | 98 | 0 | 13,953 | 20 | |
6 | 14 | def clean_subpage_models(cls):
if cls._clean_subpage_models is None:
subpage_types = getattr(cls, "subpage_types", None)
if subpage_types is None:
# if subpage_types is not specified on the Page class, allow all page types as subpages
cls._clean_s... | wagtail/core/models/__init__.py | 137 | wagtail | {
"docstring": "\n Returns the list of subpage types, normalised as model classes.\n Throws ValueError if any entry in subpage_types cannot be recognised as a model name,\n or LookupError if a model does not exist (or is not a Page subclass).\n ",
"language": "en",
"n_whitespaces": 67,... | 64 | Python | 44 | d10f15e55806c6944827d801cd9c2d53f5da4186 | __init__.py | 73,792 | 14 | 84 | clean_subpage_models | https://github.com/wagtail/wagtail.git | Reformat with black | 273 | 0 | 16,113 | 18 | |
1 | 8 | def test_pandas_contiguous_dtypes():
pd = pytest.importorskip("pandas")
df1 = pd.DataFrame([[1, 2.2], [3, 4.4]])
df2 = pd.DataFrame([[1.1, 2.2], [3.3, 4.4]])
assert sizeof(df2) < sizeof(df1)
| dask/tests/test_sizeof.py | 99 | dask | {
"docstring": "2+ contiguous columns of the same dtype in the same DataFrame share the same\n surface thus have lower overhead\n ",
"language": "en",
"n_whitespaces": 25,
"n_words": 19,
"vocab_size": 15
} | 21 | Python | 17 | 80dd84d46ef6b7befa1b416c4597c83ef81ef972 | test_sizeof.py | 157,273 | 5 | 75 | test_pandas_contiguous_dtypes | https://github.com/dask/dask.git | Deflate sizeof() of duplicate references to pandas object types (#9776) | 36 | 0 | 36,896 | 10 | |
1 | 2 | def namelengthsrc(self):
return self["namelengthsrc"]
| packages/python/plotly/plotly/graph_objs/bar/_hoverlabel.py | 22 | plotly.py | {
"docstring": "\n Sets the source reference on Chart Studio Cloud for\n `namelength`.\n\n The 'namelengthsrc' property must be specified as a string or\n as a plotly.grid_objs.Column object\n\n Returns\n -------\n str\n ",
"language": "en",
"n_whitespaces":... | 4 | Python | 4 | 43e3a4011080911901176aab919c0ecf5046ddd3 | _hoverlabel.py | 228,667 | 2 | 11 | namelengthsrc | https://github.com/plotly/plotly.py.git | switch to black .22 | 18 | 0 | 60,340 | 7 | |
1 | 9 | def list(self, directory='""', pattern='*'):
name = 'LIST'
typ, dat = self._simple_command(name, directory, pattern)
return self._untagged_response(typ, dat, name)
| python3.10.4/Lib/imaplib.py | 69 | XX-Net | {
"docstring": "List mailbox names in directory matching pattern.\n\n (typ, [data]) = <instance>.list(directory='\"\"', pattern='*')\n\n 'data' is list of LIST responses.\n ",
"language": "en",
"n_whitespaces": 39,
"n_words": 18,
"vocab_size": 18
} | 17 | Python | 16 | 8198943edd73a363c266633e1aa5b2a9e9c9f526 | imaplib.py | 217,896 | 4 | 42 | list | https://github.com/XX-net/XX-Net.git | add python 3.10.4 for windows | 45 | 0 | 54,999 | 8 | |
2 | 9 | def deploy(self) -> Pipeline:
[node.deploy() for node in self._incoming_edges]
self._executor = create_executor_from_step_config(
self._serialized_callable_factory, self._config
)
return Pipeline(self)
| python/ray/serve/pipeline/node.py | 65 | ray | {
"docstring": "Instantiates executors for this and all dependent nodes.\n\n After the pipeline is deployed, .call() and .call_async() can be used.\n ",
"language": "en",
"n_whitespaces": 33,
"n_words": 19,
"vocab_size": 18
} | 17 | Python | 17 | 7f1bacc7dc9caf6d0ec042e39499bbf1d9a7d065 | node.py | 130,920 | 10 | 40 | deploy | https://github.com/ray-project/ray.git | [CI] Format Python code with Black (#21975)
See #21316 and #21311 for the motivation behind these changes. | 63 | 0 | 29,427 | 9 | |
1 | 15 | async def test_only_migrate_once(hass, utcnow):
entity_registry = er.async_get(hass)
aid = get_next_aid()
old_light_entry = entity_registry.async_get_or_create(
"light",
"homekit_controller",
f"homekit-00:00:00:00:00:00-{aid}-8",
)
new_light_entry = entity_registry.async... | tests/components/homekit_controller/test_light.py | 163 | core | {
"docstring": "Test a we handle migration happening after an upgrade and than a downgrade and then an upgrade.",
"language": "en",
"n_whitespaces": 16,
"n_words": 17,
"vocab_size": 14
} | 39 | Python | 27 | f23b1750e85f07091eb896a0b12b8f95e5646338 | test_light.py | 288,895 | 22 | 88 | test_only_migrate_once | https://github.com/home-assistant/core.git | Migrate HomeKit Controller to use stable identifiers (#80064) | 145 | 0 | 88,044 | 11 | |
1 | 8 | def expectation(self, expr, condition=None, evaluate=True, **kwargs):
return _SubstituteRV._expectation(expr, condition, evaluate, **kwargs)
| sympy/stats/stochastic_process_types.py | 48 | sympy | {
"docstring": "\n Computes expectation.\n\n Parameters\n ==========\n\n expr : RandomIndexedSymbol, Relational, Logic\n Condition for which expectation has to be computed. Must\n contain a RandomIndexedSymbol of the process.\n condition : Relational, Logic\n ... | 11 | Python | 11 | 7fe8e027ae1d7f683243c0229b961671a6cbb4c5 | stochastic_process_types.py | 197,542 | 2 | 33 | expectation | https://github.com/sympy/sympy.git | Improved some documentation in the stats module | 25 | 0 | 48,620 | 8 | |
2 | 11 | def slice_inputs(self, indices_dataset, inputs):
dataset = tf.data.Dataset.zip(
(indices_dataset, tf.data.Dataset.from_tensors(inputs).repeat())
)
| keras/engine/data_adapter.py | 62 | keras | {
"docstring": "Slice inputs into a Dataset of batches.\n\n Given a Dataset of batch indices and the unsliced inputs,\n this step slices the inputs in a parallelized fashion\n and produces a dataset of input batches.\n\n Args:\n indices_dataset: A Dataset of batched indices\n ... | 10 | Python | 10 | 84afc5193d38057e2e2badf9c889ea87d80d8fbf | data_adapter.py | 271,113 | 14 | 103 | slice_inputs | https://github.com/keras-team/keras.git | Reformatting the codebase with black.
PiperOrigin-RevId: 450093126 | 42 | 0 | 80,693 | 15 | |
1 | 2 | def operation(self):
return self["operation"]
| packages/python/plotly/plotly/graph_objs/contour/_contours.py | 22 | plotly.py | {
"docstring": "\n Sets the constraint operation. \"=\" keeps regions equal to\n `value` \"<\" and \"<=\" keep regions less than `value` \">\" and\n \">=\" keep regions greater than `value` \"[]\", \"()\", \"[)\", and\n \"(]\" keep regions inside `value[0]` to `value[1]` \"][\", \")(\",\n ... | 4 | Python | 4 | 43e3a4011080911901176aab919c0ecf5046ddd3 | _contours.py | 229,518 | 2 | 11 | operation | https://github.com/plotly/plotly.py.git | switch to black .22 | 18 | 0 | 61,191 | 7 | |
1 | 2 | def test_generic_inline_model_admin_bad_fk_field(self):
| tests/admin_checks/tests.py | 13 | django | {
"docstring": "\n A GenericInlineModelAdmin errors if the ct_fk_field points to a\n nonexistent field.\n ",
"language": "en",
"n_whitespaces": 33,
"n_words": 11,
"vocab_size": 11
} | 2 | Python | 2 | 9c19aff7c7561e3a82978a272ecdaad40dda5c00 | tests.py | 207,036 | 15 | 72 | test_generic_inline_model_admin_bad_fk_field | https://github.com/django/django.git | Refs #33476 -- Reformatted code with Black. | 9 | 0 | 51,842 | 6 | |
12 | 19 | def evaluate(self, expr, context):
if isinstance(expr, string_types):
if expr[0] in '\'"':
result = expr[1:-1]
else:
if expr not in context:
raise SyntaxError('unknown variable: %s' % expr)
result = context[expr... | pipenv/patched/notpip/_vendor/distlib/markers.py | 395 | pipenv | {
"docstring": "\n Evaluate a marker expression returned by the :func:`parse_requirement`\n function in the specified context.\n ",
"language": "en",
"n_whitespaces": 35,
"n_words": 13,
"vocab_size": 12
} | 123 | Python | 73 | f3166e673fe8d40277b804d35d77dcdb760fc3b3 | markers.py | 20,032 | 28 | 233 | evaluate | 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... | 463 | 0 | 3,185 | 16 | |
9 | 18 | def _is_function_class_equation(func_class, f, symbol):
if f.is_Mul or f.is_Add:
return all(_is_function_class_equation(func_class, arg, symbol)
for arg in f.args)
if f.is_Pow:
if not f.exp.has(symbol):
return _is_function_class_equation(func_class, f.base, s... | sympy/solvers/solveset.py | 185 | sympy | {
"docstring": " Tests whether the equation is an equation of the given function class.\n\n The given equation belongs to the given function class if it is\n comprised of functions of the function class which are multiplied by\n or added to expressions independent of the symbol. In addition, the\n argumen... | 52 | Python | 35 | e0dc14eca132f37c5f49369eb4051eae37c9b119 | solveset.py | 197,067 | 19 | 119 | _is_function_class_equation | https://github.com/sympy/sympy.git | Refactored import ordering in functions | 192 | 0 | 48,321 | 14 | |
6 | 21 | def update_connected_interfaces(instance, created, raw=False, **kwargs):
logger = logging.getLogger('netbox.wireless.wirelesslink')
if raw:
logger.debug(f"Skipping endpoint updates for imported wireless link {instance}")
return
if instance.interface_a.wireless_link != instance:
... | netbox/wireless/signals.py | 244 | @receiver(post_delete, sender=WirelessLink) | netbox | {
"docstring": "\n When a WirelessLink is saved, save a reference to it on each connected interface.\n ",
"language": "en",
"n_whitespaces": 21,
"n_words": 14,
"vocab_size": 13
} | 69 | Python | 46 | 951627093c11584ffb73ad2be2aef40a91a90934 | signals.py | 264,921 | 18 | 134 | update_connected_interfaces | https://github.com/netbox-community/netbox.git | Test cleanup | 177 | 1 | 77,914 | 12 |
19 | 39 | def get_payload(self, i=None, decode=False):
# Here is the logic table for this code, based on the email5.0.0 code:
# i decode is_multipart result
# ------ ------ ------------ ------------------------------
# None True True None
# i True ... | python3.10.4/Lib/email/message.py | 534 | XX-Net | {
"docstring": "Return a reference to the payload.\n\n The payload will either be a list object or a string. If you mutate\n the list object, you modify the message's payload in place. Optional\n i returns that index into the payload.\n\n Optional decode is a flag indicating whether the ... | 350 | Python | 187 | 8198943edd73a363c266633e1aa5b2a9e9c9f526 | message.py | 223,818 | 45 | 301 | get_payload | https://github.com/XX-net/XX-Net.git | add python 3.10.4 for windows | 1,271 | 0 | 57,083 | 19 | |
1 | 2 | def notched(self):
return self["notched"]
| packages/python/plotly/plotly/graph_objs/_box.py | 22 | plotly.py | {
"docstring": "\n Determines whether or not notches are drawn. Notches displays a\n confidence interval around the median. We compute the\n confidence interval as median +/- 1.57 * IQR / sqrt(N), where\n IQR is the interquartile range and N is the sample size. If two\n boxes' notch... | 4 | Python | 4 | 43e3a4011080911901176aab919c0ecf5046ddd3 | _box.py | 226,302 | 2 | 11 | notched | https://github.com/plotly/plotly.py.git | switch to black .22 | 18 | 0 | 57,975 | 7 | |
8 | 34 | def solve_biquadratic(f, g, opt):
G = groebner([f, g])
if len(G) == 1 and G[0].is_ground:
return None
if len(G) != 2:
raise SolveFailed
x, y = opt.gens
p, q = G
if not p.gcd(q).is_ground:
# not 0-dimensional
raise SolveFailed
p = Poly(p, x, expand=Fal... | sympy/solvers/polysys.py | 266 | sympy | {
"docstring": "Solve a system of two bivariate quadratic polynomial equations.\n\n Parameters\n ==========\n\n f: a single Expr or Poly\n First equation\n g: a single Expr or Poly\n Second Equation\n opt: an Options object\n For specifying keyword arguments and generators\n\n R... | 77 | Python | 55 | 59d22b6bb7287613d598611027f640d068ca5748 | polysys.py | 196,425 | 20 | 170 | solve_biquadratic | https://github.com/sympy/sympy.git | Moved imports to higher level | 176 | 0 | 47,925 | 13 | |
14 | 35 | def _get_metric_object(self, metric, y_t, y_p):
if metric is None:
return None # Ok to have no metric for an output.
# Convenience feature for selecting b/t binary, categorical,
# and sparse categorical.
if str(metric).lower() not in ["accuracy", "acc", "crossentro... | keras/engine/compile_utils.py | 428 | keras | {
"docstring": "Converts user-supplied metric to a `Metric` object.\n\n Args:\n metric: A string, function, or `Metric` object.\n y_t: Sample of label.\n y_p: Sample of output.\n\n Returns:\n A `Metric` object.\n ",
"language": "en",
"n_whitespaces": 84,
... | 157 | Python | 89 | 84afc5193d38057e2e2badf9c889ea87d80d8fbf | compile_utils.py | 271,042 | 45 | 256 | _get_metric_object | https://github.com/keras-team/keras.git | Reformatting the codebase with black.
PiperOrigin-RevId: 450093126 | 764 | 0 | 80,679 | 16 | |
1 | 19 | def test_visibility_when_disabled(self) -> None:
room_id = self.helper.create_room_as(self.user_id, tok=self.token)
self.helper.send_state(
room_id=room_id,
event_type=EventTypes.Retention,
body={"max_lifetime": one_day_ms},
tok=self.token,
... | tests/rest/client/test_retention.py | 160 | synapse | {
"docstring": "Retention policies should be ignored when the retention feature is disabled.",
"language": "en",
"n_whitespaces": 10,
"n_words": 11,
"vocab_size": 11
} | 27 | Python | 25 | 4cc4229cd7a55d2556c798fecbb1c9660dc821c8 | test_retention.py | 248,358 | 12 | 102 | test_visibility_when_disabled | https://github.com/matrix-org/synapse.git | Prevent expired events from being filtered out when retention is disabled (#12611)
Co-authored-by: Richard van der Hoff <1389908+richvdh@users.noreply.github.com>
Co-authored-by: Patrick Cloke <clokep@users.noreply.github.com> | 120 | 0 | 72,235 | 11 | |
11 | 12 | def __eq__(self, other):
if self is other:
return True
if not isinstance(other, Basic):
return self._do_eq_sympify(other)
# check for pure number expr
if not (self.is_Number and other.is_Number) and (
type(self) != type(other)):
... | sympy/core/basic.py | 193 | sympy | {
"docstring": "Return a boolean indicating whether a == b on the basis of\n their symbolic trees.\n\n This is the same as a.compare(b) == 0 but faster.\n\n Notes\n =====\n\n If a class that overrides __eq__() needs to retain the\n implementation of __hash__() from a parent c... | 71 | Python | 45 | f5ef4e62e5cb5637f2bf2af0ee73e43c58c33c25 | basic.py | 195,887 | 17 | 120 | __eq__ | https://github.com/sympy/sympy.git | core/basic: Basic.__eq__ only performs user defined conversions
core/evalf: no longer create unneeded Tuples with None arguments
Fixes #22581
only use _sympify in __eq__ when needed
defined _converter and updated Boolean comparisons
removed try-except for sympify because it should always be possible at that point
... | 253 | 0 | 47,468 | 11 | |
1 | 4 | def check_for_updates():
version_message = get_update_status()
print(version_message)
| spotdl/utils/console.py | 28 | spotify-downloader | {
"docstring": "\n Check for updates to the current version.\n ",
"language": "en",
"n_whitespaces": 14,
"n_words": 7,
"vocab_size": 7
} | 6 | Python | 6 | deca40c2e26afed62e1f9ec4be14aff9e125929b | console.py | 30,421 | 3 | 14 | check_for_updates | https://github.com/spotDL/spotify-downloader.git | moved console actions to a new file | 15 | 0 | 5,565 | 8 | |
1 | 4 | def is_packaged_application() -> bool:
return cfg.LOGGING_APP_NAME == "gst_packaged"
| openbb_terminal/terminal_helper.py | 26 | OpenBBTerminal | {
"docstring": "Tell whether or not it is a packaged version (Windows or Mac installer).\n\n\n Returns:\n bool: If the application is packaged\n ",
"language": "en",
"n_whitespaces": 33,
"n_words": 20,
"vocab_size": 17
} | 8 | Python | 8 | eb244a1d8d01e1ad93c5dc349656aa4170397f90 | terminal_helper.py | 286,154 | 8 | 13 | is_packaged_application | https://github.com/OpenBB-finance/OpenBBTerminal.git | Docker : building + publishing (#2904)
* fixed integrated test test_stocks_ba.openbb
* fixed integrated test test_stocks_dd.openbb
* improved and centralised the check
* fix lint
* Docker : update ci + build files
* Docker : update build and CD
* Docker : update CD
* Docker : test
* Docker : te... | 14 | 0 | 85,600 | 7 | |
4 | 25 | def _optimize_stages(self):
context = DatasetContext.get_current()
if not context.optimize_fuse_stages:
self._optimized_stages = self._stages
return
# This dummy dataset will be used to get a set of optimized stages.
dummy_ds = Dataset(
Exec... | python/ray/data/dataset_pipeline.py | 217 | ray | {
"docstring": "Optimize this pipeline, fusing stages together as possible.",
"language": "en",
"n_whitespaces": 7,
"n_words": 8,
"vocab_size": 8
} | 105 | Python | 67 | 45ba0e3cacbf4f38b9724437798c75341c2ddc7c | dataset_pipeline.py | 124,671 | 25 | 138 | _optimize_stages | https://github.com/ray-project/ray.git | Object GC for block splitting inside the dataset splitting (#26196)
The pipeline will spill objects when splitting the dataset into multiple equal parts.
Co-authored-by: Ubuntu <ubuntu@ip-172-31-32-136.us-west-2.compute.internal> | 415 | 0 | 27,652 | 15 | |
2 | 13 | def vertices_loss(criterion_vertices, pred_vertices, gt_vertices, has_smpl):
pred_vertices_with_shape = pred_vertices[has_smpl == 1]
gt_vertices_with_shape = gt_vertices[has_smpl == 1]
if len(gt_vertices_with_shape) > 0:
return criterion_vertices(pred_vertices_with_shape,
... | ppdet/modeling/losses/pose3d_loss.py | 99 | @register
@serializable | PaddleDetection | {
"docstring": "\n Compute per-vertex loss if vertex annotations are available.\n ",
"language": "en",
"n_whitespaces": 15,
"n_words": 8,
"vocab_size": 8
} | 27 | Python | 23 | d4e34fe165c09db65fd00113708be1b711ac957c | pose3d_loss.py | 211,434 | 8 | 61 | vertices_loss | https://github.com/PaddlePaddle/PaddleDetection.git | pose3d metro modeling (#6612)
* pose3d metro modeling
* delete extra comments | 87 | 1 | 53,098 | 13 |
3 | 6 | def step(self):
if self._implements_method("_train") and log_once("_train"):
raise DeprecationWarning(
"Trainable._train is deprecated and is now removed. Override "
"Trainable.step instead."
)
raise NotImplementedError
| python/ray/tune/trainable.py | 55 | ray | {
"docstring": "Subclasses should override this to implement train().\n\n The return value will be automatically passed to the loggers. Users\n can also return `tune.result.DONE` or `tune.result.SHOULD_CHECKPOINT`\n as a key to manually trigger termination or checkpointing of this\n trial.... | 22 | Python | 19 | 7f1bacc7dc9caf6d0ec042e39499bbf1d9a7d065 | trainable.py | 132,815 | 7 | 27 | step | https://github.com/ray-project/ray.git | [CI] Format Python code with Black (#21975)
See #21316 and #21311 for the motivation behind these changes. | 95 | 0 | 29,807 | 11 | |
1 | 7 | def print_help(self):
help_text =
console.print(text=help_text, menu="Cryptocurrency - Discovery")
| gamestonk_terminal/cryptocurrency/discovery/discovery_controller.py | 40 | OpenBBTerminal | {
"docstring": "Print help[cmds]\n[src][CoinGecko][/src]\n cgtrending trending coins\n cgvoted most voted coins\n cgvisited most visited coins\n cgvolume coins with highest volume\n cgrecently recently added\n cgsentiment coins with most positive sentim... | 8 | Python | 8 | 82747072c511beb1b2672846ae2ee4aec53eb562 | discovery_controller.py | 281,450 | 21 | 21 | print_help | https://github.com/OpenBB-finance/OpenBBTerminal.git | Terminal Wide Rich (#1161)
* My idea for how we handle Rich moving forward
* remove independent consoles
* FIxed pylint issues
* add a few vars
* Switched print to console
* More transitions
* Changed more prints
* Replaced all prints
* Fixing tabulate
* Finished replace tabulate
* Finish... | 30 | 0 | 83,767 | 9 | |
9 | 5 | def _rpc_stats(self) -> Dict[str, Any]:
| freqtrade/rpc/rpc.py | 22 | freqtrade | {
"docstring": "\n Generate generic stats for trades in database\n ",
"language": "en",
"n_whitespaces": 22,
"n_words": 7,
"vocab_size": 7
} | 5 | Python | 5 | be84a028c18bdbfd58dea8a51b6d59b77b672a8c | rpc.py | 148,776 | 21 | 272 | _rpc_stats | https://github.com/freqtrade/freqtrade.git | Avoid mixed types in the api for /stats | 12 | 0 | 34,332 | 6 | |
4 | 31 | def preprocess_samples(self):
r
# sort items based on the sequence length in ascending order
text_ignore_idx, text_keep_idx = self.sort_and_filter_by_length(self.text_lengths, self.min_text_len, self.max_text_len)
audio_ignore_idx, audio_keep_idx = self.sort_and_filter_by_length(self.au... | TTS/tts/datasets/dataset.py | 434 | TTS | {
"docstring": "Sort `items` based on text length or audio length in ascending order. Filter out samples out or the length\n range.\n ",
"language": "en",
"n_whitespaces": 34,
"n_words": 20,
"vocab_size": 16
} | 160 | Python | 95 | 176b712c1a40cf630da9a77f1826836723c40fde | dataset.py | 262,050 | 26 | 250 | preprocess_samples | https://github.com/coqui-ai/TTS.git | Refactor TTSDataset ⚡️ | 403 | 0 | 77,109 | 14 | |
1 | 2 | def selectedpoints(self):
return self["selectedpoints"]
| packages/python/plotly/plotly/graph_objs/_bar.py | 22 | plotly.py | {
"docstring": "\n Array containing integer indices of selected points. Has an\n effect only for traces that support selections. Note that an\n empty array means an empty selection where the `unselected` are\n turned on for all points, whereas, any other non-array values\n means no ... | 4 | Python | 4 | 43e3a4011080911901176aab919c0ecf5046ddd3 | _bar.py | 226,180 | 2 | 11 | selectedpoints | https://github.com/plotly/plotly.py.git | switch to black .22 | 18 | 0 | 57,853 | 7 | |
5 | 24 | def make_release_tree(self, base_dir, files):
# Create all the directories under 'base_dir' necessary to
# put 'files' there; the 'mkpath()' is just so we don't die
# if the manifest happens to be empty.
self.mkpath(base_dir)
dir_util.create_tree(base_dir, files, dry_run... | python3.10.4/Lib/distutils/command/sdist.py | 235 | XX-Net | {
"docstring": "Create the directory tree that will become the source\n distribution archive. All directories implied by the filenames in\n 'files' are created under 'base_dir', and then we hard link or copy\n (if hard linking is unavailable) those files into place.\n Essentially, this du... | 175 | Python | 117 | 8198943edd73a363c266633e1aa5b2a9e9c9f526 | sdist.py | 222,813 | 20 | 134 | make_release_tree | https://github.com/XX-net/XX-Net.git | add python 3.10.4 for windows | 468 | 0 | 56,754 | 14 | |
1 | 2 | def run_after_hook(self):
return None
| wagtail/admin/views/generic/mixins.py | 16 | wagtail | {
"docstring": "\n Define how to run the hooks after the operation is executed.\n The `self.run_hook(hook_name, *args, **kwargs)` from HookResponseMixin\n can be utilised to call the hooks.\n\n If this method returns a response, it will be returned as the view\n response immediately... | 4 | Python | 4 | bc1a2ab1148b0f27cfd1435f8cb0e44c2721102d | mixins.py | 77,224 | 2 | 8 | run_after_hook | https://github.com/wagtail/wagtail.git | Extract mixins from Snippet views and use it in generic create/edit/delete views (#8361) | 18 | 0 | 16,643 | 6 | |
5 | 17 | def __setitem__(self, name, val):
max_count = self.policy.header_max_count(name)
if max_count:
lname = name.lower()
found = 0
for k, v in self._headers:
if k.lower() == lname:
found += 1
if found >= max_... | python3.10.4/Lib/email/message.py | 146 | XX-Net | {
"docstring": "Set the value of a header.\n\n Note: this does not overwrite an existing header with the same field\n name. Use __delitem__() first to delete any existing headers.\n ",
"language": "en",
"n_whitespaces": 49,
"n_words": 27,
"vocab_size": 25
} | 47 | Python | 39 | 8198943edd73a363c266633e1aa5b2a9e9c9f526 | message.py | 223,837 | 12 | 89 | __setitem__ | https://github.com/XX-net/XX-Net.git | add python 3.10.4 for windows | 224 | 0 | 57,096 | 19 | |
7 | 14 | def __call__(self, *i):
# list indices can be Integer or int; leave this
# as it is (don't test or convert it) because this
# gets called a lot and should be fast
if len(i) == 1:
i = i[0]
if not isinstance(i, Iterable):
i = as_int(i)
... | sympy/combinatorics/permutations.py | 204 | sympy | {
"docstring": "\n Allows applying a permutation instance as a bijective function.\n\n Examples\n ========\n\n >>> from sympy.combinatorics import Permutation\n >>> p = Permutation([[2, 0], [3, 1]])\n >>> p.array_form\n [2, 3, 0, 1]\n >>> [p(i) for i in range(4)... | 100 | Python | 73 | 498015021131af4dbb07eb110e5badaba8250c7b | permutations.py | 196,174 | 15 | 126 | __call__ | https://github.com/sympy/sympy.git | Updated import locations | 348 | 0 | 47,674 | 17 | |
12 | 56 | def transform(self, X):
check_is_fitted(self)
X = self._validate_input(X, in_fit=False)
statistics = self.statistics_
if X.shape[1] != statistics.shape[0]:
raise ValueError(
"X has %d features per sample, expected %d"
% (X.shape[1], ... | sklearn/impute/_base.py | 642 | scikit-learn | {
"docstring": "Impute all missing values in `X`.\n\n Parameters\n ----------\n X : {array-like, sparse matrix}, shape (n_samples, n_features)\n The input data to complete.\n\n Returns\n -------\n X_imputed : {ndarray, sparse matrix} of shape \\\n (n... | 249 | Python | 160 | d8fa96c29828e3ca79ddd5d7466521ac4d95213c | _base.py | 261,576 | 56 | 388 | transform | https://github.com/scikit-learn/scikit-learn.git | ENH keep features with all missing values during imputation (#24770)
Co-authored-by: Chiara Marmo <cmarmo@users.noreply.github.com>
Co-authored-by: Julien Jerphanion <git@jjerphan.xyz>
Co-authored-by: Jérémie du Boisberranger <34657725+jeremiedbb@users.noreply.github.com>
Co-authored-by: Vitor SRG <vitorssrg@gmail.... | 1,085 | 0 | 76,872 | 20 | |
2 | 4 | def get_running_loop():
# NOTE: this function is implemented in C (see _asynciomodule.c)
loop = _get_running_loop()
if loop is None:
raise RuntimeError('no running event loop')
return loop
| python3.10.4/Lib/asyncio/events.py | 43 | XX-Net | {
"docstring": "Return the running event loop. Raise a RuntimeError if there is none.\n\n This function is thread-specific.\n ",
"language": "en",
"n_whitespaces": 23,
"n_words": 16,
"vocab_size": 15
} | 26 | Python | 23 | 8198943edd73a363c266633e1aa5b2a9e9c9f526 | events.py | 220,442 | 5 | 22 | get_running_loop | https://github.com/XX-net/XX-Net.git | add python 3.10.4 for windows | 48 | 0 | 55,997 | 10 | |
13 | 44 | def _predict_faces(self) -> None:
faces_seen = 0
consecutive_no_faces = 0
batch: List[ConvertItem] = []
is_amd = get_backend() == "amd"
while True:
item: Union[Literal["EOF"], ConvertItem] = self._in_queue.get()
if item == "EOF":
l... | scripts/convert.py | 509 | faceswap | {
"docstring": " Run Prediction on the Faceswap model in a background thread.\n\n Reads from the :attr:`self._in_queue`, prepares images for prediction\n then puts the predictions back to the :attr:`self.out_queue`\n ",
"language": "en",
"n_whitespaces": 48,
"n_words": 26,
"vocab_size": 2... | 221 | Python | 138 | 1022651eb8a7741014f5d2ec7cbfe882120dfa5f | convert.py | 101,368 | 51 | 300 | _predict_faces | 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 | 919 | 0 | 20,783 | 16 | |
3 | 20 | def prepare(self, timestamp, duration, organization):
reports = {}
for project in organization.project_set.all():
reports[project.id] = self.__encode(self.build(timestamp, duration, project))
if not reports:
# XXX: HMSET requires at least one key/value pair, so ... | src/sentry/tasks/reports.py | 152 | sentry | {
"docstring": "\n For every project belonging to the organization, serially build a report and zlib compress it\n After this completes, store it in Redis with an expiration\n ",
"language": "en",
"n_whitespaces": 47,
"n_words": 25,
"vocab_size": 24
} | 64 | Python | 58 | 9731253cf103cfdced62c36753a0e957ab29d705 | reports.py | 85,595 | 10 | 95 | prepare | https://github.com/getsentry/sentry.git | feat: Add instrumentation to Celery tasks for weekly reports (#38561)
It seems that if we don't include the parent celery task, it will not trace any of the children tasks.
This enables further investigation as to why the building of the report is slow.
Fixes WOR-2159. | 187 | 0 | 18,014 | 12 | |
1 | 16 | def test_file_not_found_error(self):
response = self.get_success_response(
self.organization.slug, self.project.slug, qs_params={"file": self.filepath}
)
assert response.data["config"] == self.expected_configurations(self.code_mapping1)
assert not response.data["sour... | tests/sentry/api/endpoints/test_project_stacktrace_link.py | 171 | sentry | {
"docstring": "File matches code mapping but it cannot be found in the source repository.",
"language": "en",
"n_whitespaces": 12,
"n_words": 13,
"vocab_size": 13
} | 55 | Python | 35 | 2e0d2c856eb17a842c67d88363bed92c99578c20 | test_project_stacktrace_link.py | 88,596 | 12 | 95 | test_file_not_found_error | https://github.com/getsentry/sentry.git | ref(stacktrace_link): Add more than one code mapping in the tests (#41409)
Include more than one code mapping in the setup code. Cleaning up a bit how we tag the transactions.
This makes the PR for WOR-2395 a little easier to read. | 165 | 0 | 18,415 | 12 | |
3 | 4 | def has_pretrained_cfg_key(model_name, cfg_key):
if model_name in _model_pretrained_cfgs and cfg_key in _model_pretrained_cfgs[model_name]:
return True
return False
| timm/models/registry.py | 39 | pytorch-image-models | {
"docstring": " Query model default_cfgs for existence of a specific key.\n ",
"language": "en",
"n_whitespaces": 13,
"n_words": 9,
"vocab_size": 9
} | 15 | Python | 13 | abc9ba254430ef971ea3dbd12f2b4f1969da55be | registry.py | 331,645 | 4 | 24 | has_pretrained_cfg_key | https://github.com/huggingface/pytorch-image-models.git | Transitioning default_cfg -> pretrained_cfg. Improving handling of pretrained_cfg source (HF-Hub, files, timm config, etc). Checkpoint handling tweaks. | 31 | 0 | 119,879 | 8 | |
1 | 57 | def is_ccl_available():
return _is_ccl_available
# docstyle-ignore
DATASETS_IMPORT_ERROR =
# docstyle-ignore
TOKENIZERS_IMPORT_ERROR =
# docstyle-ignore
SENTENCEPIECE_IMPORT_ERROR =
# docstyle-ignore
PROTOBUF_IMPORT_ERROR =
# docstyle-ignore
FAISS_IMPORT_ERROR =
# docstyle-ignore
PYTORCH_IMPORT_ERR... | src/transformers/utils/import_utils.py | 611 | transformers | {
"docstring": "\n{0} requires the 🤗 Datasets library but it was not found in your environment. You can install it with:\n```\npip install datasets\n```\nIn a notebook or a colab, you can install it by executing a cell with\n```\n!pip install datasets\n```\nthen restarting your kernel.\n\nNote that if you have a loc... | 200 | Python | 118 | 2b81f72be9fa6d69734ae27cfcbfd72b04988fe4 | import_utils.py | 32,535 | 2 | 6 | is_ccl_available | https://github.com/huggingface/transformers.git | start from 1.12, torch_ccl is renamed as oneccl_bindings_for_pytorch … (#18229)
* start from 1.12, torch_ccl is renamed as oneccl_bindings_for_pytorch and should import it before use
Signed-off-by: Wang, Yi A <yi.a.wang@intel.com>
* add doc for perf_train_cpu_many
Signed-off-by: Wang, Yi A <yi.a.wang@intel.co... | 360 | 0 | 5,947 | 9 | |
2 | 25 | def test_json_get_subscribers(self) -> None:
stream_name = gather_subscriptions(self.user_profile)[0][0]["name"]
stream_id = get_stream(stream_name, self.user_profile.realm).id
expected_subscribers = gather_subscriptions(self.user_profile, include_subscribers=True)[0][
0
... | zerver/tests/test_subs.py | 231 | zulip | {
"docstring": "\n json_get_subscribers in zerver/views/streams.py\n also returns the list of subscribers for a stream, when requested.\n ",
"language": "en",
"n_whitespaces": 36,
"n_words": 14,
"vocab_size": 14
} | 40 | Python | 35 | a142fbff85302c5e3acb2e204eca2e9c75dbc74b | test_subs.py | 84,134 | 19 | 141 | test_json_get_subscribers | https://github.com/zulip/zulip.git | tests: Refactor away result.json() calls with helpers.
Signed-off-by: Zixuan James Li <p359101898@gmail.com> | 157 | 0 | 17,779 | 12 | |
9 | 10 | def _fix_compile_args(self, output_dir, macros, include_dirs):
if output_dir is None:
output_dir = self.output_dir
elif not isinstance(output_dir, str):
raise TypeError("'output_dir' must be a string or None")
if macros is None:
macros = self.macros
... | python3.10.4/Lib/distutils/ccompiler.py | 199 | XX-Net | {
"docstring": "Typecheck and fix-up some of the arguments to the 'compile()'\n method, and return fixed-up values. Specifically: if 'output_dir'\n is None, replaces it with 'self.output_dir'; ensures that 'macros'\n is a list, and augments it with 'self.macros'; ensures that\n 'include_d... | 86 | Python | 48 | 8198943edd73a363c266633e1aa5b2a9e9c9f526 | ccompiler.py | 222,586 | 19 | 123 | _fix_compile_args | https://github.com/XX-net/XX-Net.git | add python 3.10.4 for windows | 261 | 0 | 56,654 | 13 | |
4 | 16 | def get_template_names(self):
try:
names = super().get_template_names()
except ImproperlyConfigured:
# If template_name isn't specified, it's not a problem --
# we just start with an empty list.
names = []
# If the list is a queryset, we'... | django/views/generic/list.py | 155 | django | {
"docstring": "\n Return a list of template names to be used for the request. Must return\n a list. May not be called if render_to_response is overridden.\n ",
"language": "en",
"n_whitespaces": 46,
"n_words": 24,
"vocab_size": 22
} | 113 | Python | 85 | 9c19aff7c7561e3a82978a272ecdaad40dda5c00 | list.py | 206,882 | 20 | 86 | get_template_names | https://github.com/django/django.git | Refs #33476 -- Reformatted code with Black. | 391 | 0 | 51,781 | 15 | |
1 | 3 | def _SpinboxSelectHandler(self):
self._generic_callback_handler('')
| PySimpleGUI.py | 25 | PySimpleGUI | {
"docstring": "\n Internal callback function for when an entry is selected in a Combobox.\n\n ",
"language": "en",
"n_whitespaces": 27,
"n_words": 12,
"vocab_size": 12
} | 3 | Python | 3 | 40757180b5d0ac66d44958e4ab13329c7b03ea36 | PySimpleGUI.py | 212,675 | 2 | 12 | _SpinboxSelectHandler | https://github.com/PySimpleGUI/PySimpleGUI.git | Fix for enable_events for Spin element. Changed how the event is generated. Need to determine manual entry of value still | 17 | 0 | 53,336 | 8 | |
1 | 19 | def test_small_integration_test(self):
model = TFAutoModelForSeq2SeqLM.from_pretrained("google/mt5-small")
tokenizer = AutoTokenizer.from_pretrained("google/mt5-small")
input_ids = tokenizer("Hello there", return_tensors="tf").input_ids
labels = tokenizer("Hi I am", return_ten... | tests/models/mt5/test_modeling_tf_mt5.py | 158 | transformers | {
"docstring": "\n For comparision run:\n >>> import t5 # pip install t5==0.7.1\n >>> from t5.data.sentencepiece_vocabulary import SentencePieceVocabulary\n\n >>> path_to_mtf_small_mt5_checkpoint = '<fill_in>'\n >>> path_to_mtf_small_mt5_spm_model_path = '<fill_in>'\n >>> t5... | 34 | Python | 27 | 5ae087cf8ec080b121c9cdc9bafdc2b35b6e110e | test_modeling_tf_mt5.py | 32,078 | 9 | 94 | test_small_integration_test | https://github.com/huggingface/transformers.git | Fix T5/mT5 tests (#18029) | 97 | 0 | 5,847 | 12 | |
1 | 8 | async def test_in_interface(self):
iface = gr.Interface(lambda x: x, "text", "markdown")
input_data = "Here's an [image](https://gradio.app/images/gradio_logo.png)"
output_data = iface(input_data)
assert (
output_data
==
)
| test/test_components.py | 69 | gradio | {
"docstring": "\n Interface, process\n <p>Here's an <a href=\"https://gradio.app/images/gradio_logo.png\">image</a></p>\\n",
"language": "en",
"n_whitespaces": 20,
"n_words": 6,
"vocab_size": 6
} | 23 | Python | 20 | d79039beb1c3eab597de4871f7eb6522196d1a00 | test_components.py | 181,302 | 8 | 36 | test_in_interface | https://github.com/gradio-app/gradio.git | Latex support (#2696)
* initial use of dollarmath plugin
* add frontend support
* chnages
* changes
* changes
* changes
* changes
* fix
* added latex to kinematics blocks
* changes
* Update CHANGELOG.md
Co-authored-by: Abubakar Abid <abubakar@huggingface.co>
* added example to chang... | 88 | 0 | 43,297 | 10 | |
1 | 6 | def gelu(x):
return x * 0.5 * (1.0 + paddle.erf(x / math.sqrt(2.0)))
| modules/image/text_to_image/disco_diffusion_cnclip_vitb16/cn_clip/clip/modeling_bert.py | 47 | PaddleHub | {
"docstring": " Original Implementation of the gelu activation function in Google Bert repo when initially created.\n For information: OpenAI GPT's gelu is slightly different (and gives slightly different results):\n 0.5 * x * (1 + torch.tanh(math.sqrt(2 / math.pi) * (x + 0.044715 * torch.pow(x, 3))))\... | 12 | Python | 11 | f4d6e64cdc132ae868699a0ba442f4ab1d304a14 | modeling_bert.py | 49,740 | 2 | 34 | gelu | https://github.com/PaddlePaddle/PaddleHub.git | add disco_diffusion_cnclip_vitb16 module | 18 | 0 | 9,899 | 13 | |
2 | 20 | def _set_preview_feed(self):
retval = {}
for idx, side in enumerate(("a", "b")):
logger.debug("Setting preview feed: (side: '%s')", side)
preview_images = self._config.get("preview_images", 14)
preview_images = min(max(preview_images, 2), 16)
batc... | plugins/train/trainer/_base.py | 184 | faceswap | {
"docstring": " Set the preview feed for this feeder.\n\n Creates a generator from :class:`lib.training_data.TrainingDataGenerator` specifically\n for previews for the feeder.\n\n Returns\n -------\n dict\n The side (\"a\" or \"b\") as key, :class:`~lib.training_data.Tra... | 45 | Python | 38 | c1512fd41d86ef47a5d1ce618d6d755ef7cbacdf | _base.py | 100,389 | 14 | 116 | _set_preview_feed | https://github.com/deepfakes/faceswap.git | Update code to support Tensorflow versions up to 2.8 (#1213)
* Update maximum tf version in setup + requirements
* - bump max version of tf version in launcher
- standardise tf version check
* update keras get_custom_objects for tf>2.6
* bugfix: force black text in GUI file dialogs (linux)
* dssim loss -... | 395 | 0 | 19,874 | 14 | |
4 | 26 | def script_error_handler(path, exc, msg="", tb=False):
exception = type(exc).__name__
if msg:
exception = msg
lineno = ""
if hasattr(exc, "lineno"):
lineno = str(exc.lineno)
log_msg = f"in script {path}:{lineno} {exception}"
if tb:
etype, value, tback = sys.exc_info(... | mitmproxy/addons/script.py | 199 | mitmproxy | {
"docstring": "\n Handles all the user's script errors with\n an optional traceback\n ",
"language": "en",
"n_whitespaces": 20,
"n_words": 10,
"vocab_size": 10
} | 54 | Python | 37 | b3587b52b25077f68116b9852b041d33e7fc6601 | script.py | 251,307 | 15 | 108 | script_error_handler | https://github.com/mitmproxy/mitmproxy.git | make it black! | 130 | 0 | 73,672 | 14 | |
1 | 2 | def prevent_sync_event_circular_query(func):
| saleor/graphql/checkout/utils.py | 13 | saleor | {
"docstring": "Prevent circular dependencies in synchronous events resolvers.\n\n Synchronous events are not allowed to request fields that are resolved using other\n synchronous events, which would lead to circular calls of the webhook.\n Using this decorator prevents such circular events resolution.\n\n ... | 2 | Python | 2 | 8201efcde2d7aacccf3512c544cceea6780a0598 | utils.py | 28,243 | 3 | 10 | prevent_sync_event_circular_query | https://github.com/saleor/saleor.git | GraphQL subscription support for synchronous webhook events (#9763)
* WIP add sync webhooks subscription payload handling
* add tests, fix minor things
* update schema
* remove unneeded code
* add fix for circular field resolve
* fix-filter-shipping-methods-payload
* added_in added to desription
*... | 5 | 0 | 5,164 | 6 | |
1 | 3 | def iterations(self):
return self._iterations
| keras/optimizers/optimizer_experimental/optimizer.py | 19 | keras | {
"docstring": "The number of training steps this `optimizer` has run.\n\n By default, iterations would be incremented by one every time\n `apply_gradients()` is called.\n ",
"language": "en",
"n_whitespaces": 43,
"n_words": 22,
"vocab_size": 22
} | 4 | Python | 4 | 84afc5193d38057e2e2badf9c889ea87d80d8fbf | optimizer.py | 275,290 | 2 | 10 | iterations | https://github.com/keras-team/keras.git | Reformatting the codebase with black.
PiperOrigin-RevId: 450093126 | 18 | 0 | 81,374 | 6 | |
1 | 3 | def test_nested_auto_heights(snap_compare):
assert snap_compare("snapshot_apps/nested_auto_heights.py", press=["1", "2"])
# --- Other ---
| tests/snapshot_tests/test_snapshots.py | 38 | textual | {
"docstring": "Test refreshing widget within a auto sized container",
"language": "en",
"n_whitespaces": 7,
"n_words": 8,
"vocab_size": 8
} | 10 | Python | 9 | 32b7308ac83c20c49ca422726be149fdc5b8fc2d | test_snapshots.py | 186,216 | 2 | 19 | test_nested_auto_heights | https://github.com/Textualize/textual.git | fox for nested heights | 15 | 0 | 45,406 | 10 | |
1 | 4 | def num_arrays_on_dev(dev):
return len(get_all_arrays_on_dev(dev))
# noinspection PyShadowingNames | ivy/core/device.py | 27 | ivy | {
"docstring": "\n Returns the number of arrays which are currently alive on the specified device.\n ",
"language": "en",
"n_whitespaces": 20,
"n_words": 13,
"vocab_size": 12
} | 7 | Python | 7 | d743336b1f3654cd0315f380f43eed4116997c1d | device.py | 213,609 | 2 | 14 | num_arrays_on_dev | https://github.com/unifyai/ivy.git | renamed dev_str arg to dev for all methods. | 12 | 0 | 53,674 | 9 | |
3 | 6 | def pattern(self) -> str | None:
if hasattr(self, "_attr_pattern"):
return self._attr_pattern
if hasattr(self, "entity_description"):
return self.entity_description.pattern
return None
| homeassistant/components/text/__init__.py | 65 | core | {
"docstring": "Return the regex pattern that the value must match.",
"language": "en",
"n_whitespaces": 8,
"n_words": 9,
"vocab_size": 8
} | 18 | Python | 14 | 003e4224c89a6da381960dc5347750d1521d85c9 | __init__.py | 291,305 | 7 | 38 | pattern | https://github.com/home-assistant/core.git | Add `text` platform (#79454)
Co-authored-by: Franck Nijhof <frenck@frenck.nl>
Co-authored-by: Franck Nijhof <git@frenck.dev> | 68 | 0 | 90,415 | 9 | |
6 | 4 | def render_pep440(pieces):
if pieces["closest-tag"]:
rendered = pieces["closest-tag"]
if pieces["distance"] or pieces["dirty"]:
rendered += plus_or_dot(pieces)
rendered += f"{pieces['distance']}.g{pieces['short']}"
if pieces["dirty"]:
rendered... | pandas/_version.py | 163 | pandas | {
"docstring": "Build up version string, with post-release \"local version identifier\".\n\n Our goal: TAG[+DISTANCE.gHEX[.dirty]] . Note that if you\n get a tagged build and then dirty it, you'll get TAG+0.gHEX.dirty\n\n Exceptions:\n 1: no tags. git_describe was just HEX. 0+untagged.DISTANCE.gHEX[.dirty... | 36 | Python | 20 | e2df99823758210fb2b7c4aba39e23f3445f7cd3 | _version.py | 171,627 | 13 | 65 | render_pep440 | https://github.com/pandas-dev/pandas.git | BLD: use nonvendor versioneer (#49924)
* BLD: remove vendored versioneer
* run vis
* move config to pyproject.toml
* add versioneer to deps
* run pyupgrade
* fix isort and pylint
* fix ci
* fix env | 142 | 0 | 40,694 | 14 | |
1 | 4 | def clear(self):
del self._toklist[:]
self._tokdict.clear()
| pipenv/patched/notpip/_vendor/pyparsing/results.py | 36 | pipenv | {
"docstring": "\n Clear all elements and results names.\n ",
"language": "en",
"n_whitespaces": 21,
"n_words": 6,
"vocab_size": 6
} | 5 | Python | 5 | f3166e673fe8d40277b804d35d77dcdb760fc3b3 | results.py | 20,624 | 3 | 20 | clear | 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... | 26 | 0 | 3,461 | 8 | |
1 | 2 | def _refresh_on_access_denied(func):
| homeassistant/components/ubus/device_tracker.py | 13 | core | {
"docstring": "If remove rebooted, it lost our session so rebuild one and try again.",
"language": "en",
"n_whitespaces": 12,
"n_words": 13,
"vocab_size": 13
} | 2 | Python | 2 | 8819634b613f6bfd55885283bab86c3852ae40c4 | device_tracker.py | 298,014 | 3 | 10 | _refresh_on_access_denied | https://github.com/home-assistant/core.git | String formatting and max line length - Part 6 (#84525) | 5 | 0 | 96,962 | 6 | |
8 | 14 | def format(tokens, formatter, outfile=None): # pylint: disable=redefined-builtin
try:
if not outfile:
realoutfile = getattr(formatter, 'encoding', None) and BytesIO() or StringIO()
formatter.format(tokens, realoutfile)
return realoutfile.getvalue()
else:
... | pipenv/patched/notpip/_vendor/pygments/__init__.py | 180 | pipenv | {
"docstring": "\n Format a tokenlist ``tokens`` with the formatter ``formatter``.\n\n If ``outfile`` is given and a valid file object (an object\n with a ``write`` method), the result will be written to it, otherwise\n it is returned as a string.\n ",
"language": "en",
"n_whitespaces": 53,
"n_wo... | 61 | Python | 54 | f3166e673fe8d40277b804d35d77dcdb760fc3b3 | __init__.py | 20,262 | 15 | 107 | format | 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... | 204 | 0 | 3,301 | 15 | |
14 | 21 | def get_bin_path(arg, opt_dirs=None, required=None):
opt_dirs = [] if opt_dirs is None else opt_dirs
sbin_paths = ['/sbin', '/usr/sbin', '/usr/local/sbin']
paths = []
for d in opt_dirs:
if d is not None and os.path.exists(d):
paths.append(d)
paths += os.environ.get('PATH', ... | lib/ansible/module_utils/common/process.py | 303 | ansible | {
"docstring": "\n Find system executable in PATH. Raises ValueError if executable is not found.\n Optional arguments:\n - required: [Deprecated] Prior to 2.10, if executable is not found and required is true it raises an Exception.\n In 2.10 and later, an Exception is always raised. T... | 101 | Python | 61 | b56d73796e85f162d50b4fcd5930035183032d4a | process.py | 267,630 | 22 | 187 | get_bin_path | https://github.com/ansible/ansible.git | Clarify that sbin directories are always looked at in get_bin_path (#78171) | 234 | 0 | 78,989 | 14 | |
10 | 33 | def aggregate(self, *args, **kwargs):
if self.query.distinct_fields:
raise NotImplementedError("aggregate() + distinct(fields) not implemented.")
self._validate_values_are_expressions(
(*args, *kwargs.values()), method_name="aggregate"
)
for arg in args:
... | django/db/models/query.py | 306 | django | {
"docstring": "\n Return a dictionary containing the calculations (aggregation)\n over the current queryset.\n\n If args is present the expression is passed as a kwarg using\n the Aggregate object's default alias.\n ",
"language": "en",
"n_whitespaces": 64,
"n_words": 28,
"... | 117 | Python | 88 | 9c19aff7c7561e3a82978a272ecdaad40dda5c00 | query.py | 205,775 | 30 | 191 | aggregate | https://github.com/django/django.git | Refs #33476 -- Reformatted code with Black. | 540 | 0 | 51,208 | 16 | |
1 | 16 | def to_local_object_without_private_data_child(self) -> NDimEntityPhiTensor:
# relative
from ..tensor import Tensor
public_shape = getattr(self, "public_shape", None)
public_dtype = getattr(self, "public_dtype", None)
return Tensor(
child=NDimEntityPhiTensor... | packages/syft/src/syft/core/tensor/autodp/ndim_entity_phi.py | 137 | @serializable(capnp_bytes=True) | PySyft | {
"docstring": "Convert this pointer into a partial version of the NDimEntityPhiTensor but without\n any of the private data therein.",
"language": "en",
"n_whitespaces": 24,
"n_words": 18,
"vocab_size": 16
} | 38 | Python | 31 | 8fdb37e3227eb40d431c32ae8f5bfb44866e4490 | ndim_entity_phi.py | 967 | 16 | 79 | to_local_object_without_private_data_child | https://github.com/OpenMined/PySyft.git | working ndept addition | 192 | 1 | 147 | 14 |
1 | 5 | def current_umask() -> int:
mask = os.umask(0)
os.umask(mask)
return mask
| pipenv/patched/notpip/_internal/utils/unpacking.py | 41 | pipenv | {
"docstring": "Get the current umask which involves having to set it temporarily.",
"language": "en",
"n_whitespaces": 10,
"n_words": 11,
"vocab_size": 11
} | 10 | Python | 9 | f3166e673fe8d40277b804d35d77dcdb760fc3b3 | unpacking.py | 20,003 | 5 | 23 | current_umask | 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... | 22 | 0 | 3,171 | 8 | |
3 | 12 | async def _recover_running_jobs(self):
all_jobs = await self._job_info_client.get_all_jobs()
for job_id, job_info in all_jobs.items():
if not job_info.status.is_terminal():
create_task(self._monitor_job(job_id))
| dashboard/modules/job/job_manager.py | 80 | ray | {
"docstring": "Recovers all running jobs from the status client.\n\n For each job, we will spawn a coroutine to monitor it.\n Each will be added to self._running_jobs and reconciled.\n ",
"language": "en",
"n_whitespaces": 48,
"n_words": 27,
"vocab_size": 25
} | 16 | Python | 16 | 326b5bd1acc6d3d00ab0546e4ae45da6bed501f7 | job_manager.py | 126,657 | 5 | 46 | _recover_running_jobs | https://github.com/ray-project/ray.git | Convert job_manager to be async (#27123)
Updates jobs api
Updates snapshot api
Updates state api
Increases jobs api version to 2
Signed-off-by: Alan Guo aguo@anyscale.com
Why are these changes needed?
follow-up for #25902 (comment) | 63 | 0 | 28,217 | 13 | |
6 | 16 | def collate_full_clips(batch):
max_mel_length = max([b[0].shape[1] for b in batch]) if len(batch) > 1 else batch[0][0].shape[1]
max_audio_length = max([b[1].shape[0] for b in batch]) if len(batch) > 1 else batch[0][1].shape[0]
mels = torch.zeros([len(batch), batch[0][0].shape[0], max_m... | TTS/vocoder/datasets/wavegrad_dataset.py | 272 | TTS | {
"docstring": "This is used in tune_wavegrad.py.\n It pads sequences to the max length.",
"language": "en",
"n_whitespaces": 18,
"n_words": 12,
"vocab_size": 12
} | 62 | Python | 38 | 2c9f00a808e0aa76a82af2e8b325abb71f50d1df | wavegrad_dataset.py | 262,565 | 11 | 185 | collate_full_clips | https://github.com/coqui-ai/TTS.git | Fix tune wavegrad (#1844)
* fix imports in tune_wavegrad
* load_config returns Coqpit object instead None
* set action (store true) for flag "--use_cuda"; start to tune if module is running as the main program
* fix var order in the result of batch collating
* make style
* make style with black and isor... | 155 | 0 | 77,276 | 13 | |
1 | 7 | def waist2rayleigh(w, wavelen, n=1):
w, wavelen = map(sympify, (w, wavelen))
return w**2*n*pi/wavelen
| sympy/physics/optics/gaussopt.py | 55 | sympy | {
"docstring": "\n Calculate the rayleigh range from the waist of a gaussian beam.\n\n See Also\n ========\n\n rayleigh2waist, BeamParameter\n\n Examples\n ========\n\n >>> from sympy.physics.optics import waist2rayleigh\n >>> from sympy import symbols\n >>> w, wavelen = symbols('w wavelen'... | 12 | Python | 12 | c32aa66c02befb7a12915e6ae4ae953a1a81c8f7 | gaussopt.py | 196,508 | 3 | 36 | waist2rayleigh | https://github.com/sympy/sympy.git | Refractive_Index_Parameter_Considered | 21 | 0 | 47,949 | 9 | |
1 | 7 | def __copy__(self):
# Shallow copy.
return self.__constructor__(
self.gpu_manager, self.key, self._length_cache, self._width_cache
)
| modin/core/execution/ray/implementations/cudf_on_ray/partitioning/partition.py | 43 | modin | {
"docstring": "\n Create a copy of this object.\n\n Returns\n -------\n cuDFOnRayDataframePartition\n A copy of this object.\n ",
"language": "en",
"n_whitespaces": 61,
"n_words": 14,
"vocab_size": 10
} | 12 | Python | 12 | 2bb9a1fab7b0092974853e616dfd5e7ed98f085d | partition.py | 155,358 | 4 | 27 | __copy__ | https://github.com/modin-project/modin.git | REFACTOR-#5363: introduce partition constructor; move `add_to_apply_calls` impl in base class (#5354)
Signed-off-by: Myachev <anatoly.myachev@intel.com> | 51 | 0 | 36,353 | 8 | |
2 | 16 | def upgrade():
try:
with op.batch_alter_table('connection') as batch_op:
batch_op.alter_column("conn_id", nullable=False, existing_type=sa.String(250, **COLLATION_ARGS))
batch_op.create_unique_constraint(constraint_name="unique_conn_id", columns=["conn_id"])
except sa.exc.I... | airflow/migrations/versions/8d48763f6d53_add_unique_constraint_to_conn_id.py | 117 | airflow | {
"docstring": "Apply Add unique constraint to ``conn_id`` and set it as non-nullable",
"language": "en",
"n_whitespaces": 10,
"n_words": 11,
"vocab_size": 11
} | 30 | Python | 29 | 69f6f9e01b6df76c3c8fa266d460324163957887 | 8d48763f6d53_add_unique_constraint_to_conn_id.py | 45,476 | 7 | 65 | upgrade | https://github.com/apache/airflow.git | Autogenerate migration reference doc (#21601)
* document airflow version in each alembic migration module and use this to autogen the doc
* update each migration module to have the same description used in migration ref (so it can be used in autogen) | 75 | 0 | 8,603 | 15 | |
2 | 19 | def forward(self, input_ids, token_type_ids=None, attention_mask=None):
r
if attention_mask is None:
attention_mask = paddle.unsqueeze(
(input_ids == self.pad_token_id
).astype(self.pooler.dense.weight.dtype) * -1e4,
axis=[1, 2])
embe... | paddlenlp/transformers/tinybert/modeling.py | 139 | PaddleNLP | {
"docstring": "\n The TinyBertModel forward method, overrides the `__call__()` special method.\n\n Args:\n input_ids (Tensor):\n Indices of input sequence tokens in the vocabulary. They are\n numerical representations of tokens that build the input sequence.\n ... | 35 | Python | 30 | b0c35d5e1ff02a634fa26392b60d3885c2c78677 | modeling.py | 322,100 | 68 | 92 | forward | https://github.com/PaddlePaddle/PaddleNLP.git | Fix the attention mask for fp16 (#1585) | 133 | 0 | 118,057 | 17 | |
1 | 4 | def available(self) -> bool:
return self.netdata.available
| homeassistant/components/netdata/sensor.py | 25 | core | {
"docstring": "Could the resource be accessed during the last update call.",
"language": "en",
"n_whitespaces": 9,
"n_words": 10,
"vocab_size": 9
} | 6 | Python | 6 | 420733a064286cfe6fc5cf11483835d15ff83462 | sensor.py | 305,670 | 3 | 14 | available | https://github.com/home-assistant/core.git | Improve entity type hints [n] (#77824) | 20 | 0 | 104,454 | 7 | |
1 | 6 | def vlatex(expr, **settings):
r
latex_printer = VectorLatexPrinter(settings)
return latex_printer.doprint(expr)
| sympy/physics/vector/printing.py | 38 | sympy | {
"docstring": "Function for printing latex representation of sympy.physics.vector\n objects.\n\n For latex representation of Vectors, Dyadics, and dynamicsymbols. Takes the\n same options as SymPy's :func:`~.latex`; see that function for more\n information;\n\n Parameters\n ==========\n\n expr :... | 9 | Python | 9 | 9a3ffc6781bd44c47cf49e128ef154389c32876a | printing.py | 197,452 | 38 | 23 | vlatex | https://github.com/sympy/sympy.git | Some pep8 cleanup of sympy.physics.vector. | 17 | 0 | 48,558 | 8 | |
4 | 12 | def test_pick_two_individuals_eligible_for_crossover_bad():
ind1 = creator.Individual.from_string(
'BernoulliNB(input_matrix, BernoulliNB__alpha=1.0, BernoulliNB__fit_prior=True)',
tpot_obj._pset
)
ind2 = creator.Individual.from_string(
'BernoulliNB(input_matrix, BernoulliNB__a... | tests/tpot_tests.py | 171 | tpot | {
"docstring": "Assert that pick_two_individuals_eligible_for_crossover() returns the right output when no pair is eligible",
"language": "en",
"n_whitespaces": 11,
"n_words": 12,
"vocab_size": 12
} | 102 | Python | 48 | 388616b6247ca4ea8de4e2f340d6206aee523541 | tpot_tests.py | 181,690 | 19 | 104 | test_pick_two_individuals_eligible_for_crossover_bad | https://github.com/EpistasisLab/tpot.git | Revert "Deployed 7ccda9a with MkDocs version: 1.3.0"
This reverts commit bd9629c40e01241766197119b581a99409b07068. | 192 | 0 | 43,477 | 9 | |
9 | 27 | def _vindex(x, *indexes):
indexes = replace_ellipsis(x.ndim, indexes)
nonfancy_indexes = []
reduced_indexes = []
for ind in indexes:
if isinstance(ind, Number):
nonfancy_indexes.append(ind)
elif isinstance(ind, slice):
nonfancy_indexes.append(ind)
... | dask/array/core.py | 355 | dask | {
"docstring": "Point wise indexing with broadcasting.\n\n >>> x = np.arange(56).reshape((7, 8))\n >>> x\n array([[ 0, 1, 2, 3, 4, 5, 6, 7],\n [ 8, 9, 10, 11, 12, 13, 14, 15],\n [16, 17, 18, 19, 20, 21, 22, 23],\n [24, 25, 26, 27, 28, 29, 30, 31],\n [32, 33, 34... | 115 | Python | 82 | b016998fa931f644df4d266a3ed5e7604c20d2a9 | core.py | 156,931 | 32 | 221 | _vindex | https://github.com/dask/dask.git | Removed unused loop control variables (`B007`) (#9458)
Co-authored-by: James Bourbeau <jrbourbeau@gmail.com> | 379 | 0 | 36,811 | 16 | |
1 | 13 | def test_warn_once():
with warnings.catch_warnings(record=True) as record:
# Ignore Deprecation warnings.
warnings.filterwarnings("ignore", category=DeprecationWarning)
assert not load_checkpoint()
assert not load_checkpoint()
assert not save_checkpoint(x=2)
ass... | python/ray/train/tests/test_session.py | 130 | ray | {
"docstring": "Checks if session misuse warning is only shown once per function.",
"language": "en",
"n_whitespaces": 10,
"n_words": 11,
"vocab_size": 11
} | 39 | Python | 26 | 0e8eb8aedb3e158da8c3e7378e818ce87ca7813e | test_session.py | 128,341 | 10 | 73 | test_warn_once | https://github.com/ray-project/ray.git | [AIR] More Train and Tune session deprecations (#28856)
Signed-off-by: Amog Kamsetty amogkamsetty@yahoo.com
Finish marking train. and tune. session APIs as deprecated | 107 | 0 | 28,675 | 11 | |
1 | 6 | def _tie_weights(self):
# To tie those two weights if they get disconnected (on TPU or when the bias is resized)
self.bias = self.decoder.bias
@add_start_docstrings(
,
XLM_ROBERTA_XL_START_DOCSTRING,
) | src/transformers/models/xlm_roberta_xl/modeling_xlm_roberta_xl.py | 38 | @add_start_docstrings(
"""
XLM-RoBERTa-xlarge Model transformer with a sequence classification/regression head on top (a linear layer on top
of the pooled output) e.g. for GLUE tasks.
""",
XLM_ROBERTA_XL_START_DOCSTRING,
) | transformers | {
"docstring": "\n XLM-RoBERTa-xlarge Model transformer with a sequence classification/regression head on top (a linear layer on top\n of the pooled output) e.g. for GLUE tasks.\n ",
"language": "en",
"n_whitespaces": 33,
"n_words": 23,
"vocab_size": 21
} | 27 | Python | 27 | e09473a817c5e5871e11cc81004355ef30250502 | modeling_xlm_roberta_xl.py | 34,690 | 2 | 14 | _tie_weights | https://github.com/huggingface/transformers.git | Add support for XLM-R XL and XXL models by modeling_xlm_roberta_xl.py (#13727)
* add xlm roberta xl
* add convert xlm xl fairseq checkpoint to pytorch
* fix init and documents for xlm-roberta-xl
* fix indention
* add test for XLM-R xl,xxl
* fix model hub name
* fix some stuff
* up
* correct ini... | 44 | 1 | 6,311 | 8 |
2 | 27 | def _convert_mesh_to_triangles(self, coordinates):
if isinstance(coordinates, np.ma.MaskedArray):
p = coordinates.data
else:
p = coordinates
p_a = p[:-1, :-1]
p_b = p[:-1, 1:]
p_c = p[1:, 1:]
p_d = p[1:, :-1]
p_center = (p_a + p_b... | lib/matplotlib/collections.py | 390 | matplotlib | {
"docstring": "\n Convert a given mesh into a sequence of triangles, each point\n with its own color. The result can be used to construct a call to\n `~.RendererBase.draw_gouraud_triangles`.\n ",
"language": "en",
"n_whitespaces": 56,
"n_words": 26,
"vocab_size": 23
} | 112 | Python | 56 | 4a5d09cba5f4a20e14553cebd8f70c1f34d20d35 | collections.py | 109,611 | 29 | 273 | _convert_mesh_to_triangles | https://github.com/matplotlib/matplotlib.git | Deprecate draw_gouraud_triangle (#23824)
* Deprecate draw_gouraud_triangle
* DOC: minor rewording
Co-authored-by: Elliott Sales de Andrade <quantum.analyst@gmail.com>
Co-authored-by: Thomas A Caswell <tcaswell@gmail.com>
Co-authored-by: Elliott Sales de Andrade <quantum.analyst@gmail.com> | 355 | 0 | 23,670 | 12 | |
2 | 12 | def get_binance_available_quotes_for_each_coin() -> dict:
trading_pairs = _get_trading_pairs()
results = defaultdict(list)
for pair in trading_pairs:
results[pair["baseAsset"]].append(pair["quoteAsset"])
return results
@log_start_end(log=logger) | gamestonk_terminal/cryptocurrency/due_diligence/binance_model.py | 82 | @log_start_end(log=logger) | OpenBBTerminal | {
"docstring": "Helper methods that for every coin available on Binance add all quote assets. [Source: Binance]\n\n Returns\n -------\n dict:\n All quote assets for given coin\n {'ETH' : ['BTC', 'USDT' ...], 'UNI' : ['ETH', 'BTC','BUSD', ...]\n\n ",
"language": "en",
"n_whitespaces": 60,... | 18 | Python | 16 | e1b6022b9cf156ffc0697d0d25a5ed2772ea8d68 | binance_model.py | 282,485 | 15 | 40 | get_binance_available_quotes_for_each_coin | https://github.com/OpenBB-finance/OpenBBTerminal.git | Global plot styles (#1228)
* Add default stylesheets
* Add terminal style helper class and global style initialization in cfg
* Style comments and docstrings
* Load rich terminal theme from config file
* Add application chart styles to candle charts
* Add todos
* Remove explicit color setting for som... | 39 | 1 | 84,165 | 12 |
9 | 19 | def get_actual_start_end_datetime_of_shift(employee, for_datetime, consider_default_shift=False):
actual_shift_start = actual_shift_end = shift_details = None
shift_timings_as_per_timestamp = get_employee_shift_timings(
employee, for_datetime, consider_default_shift
)
timestamp_list = []
for shift in shift_tim... | erpnext/hr/doctype/shift_assignment/shift_assignment.py | 225 | erpnext | {
"docstring": "Takes a datetime and returns the 'actual' start datetime and end datetime of the shift in which the timestamp belongs.\n\tHere 'actual' means - taking in to account the \"begin_check_in_before_shift_start_time\" and \"allow_check_out_after_shift_end_time\".\n\tNone is returned if the timestamp is outs... | 82 | Python | 54 | 494bd9ef78313436f0424b918f200dab8fc7c20b | shift_assignment.py | 66,198 | 23 | 145 | get_actual_start_end_datetime_of_shift | https://github.com/frappe/erpnext.git | style: format code with black | 59 | 0 | 14,136 | 14 | |
3 | 5 | def synchronize_labels(self, axis=None):
if axis is None:
self._deferred_index = True
self._deferred_column = True
elif axis == 0:
self._deferred_index = True
else:
self._deferred_column = True
| modin/core/dataframe/pandas/dataframe/dataframe.py | 70 | modin | {
"docstring": "\n Set the deferred axes variables for the ``PandasDataframe``.\n\n Parameters\n ----------\n axis : int, default: None\n The deferred axis.\n 0 for the index, 1 for the columns.\n ",
"language": "en",
"n_whitespaces": 84,
"n_words": 26,
... | 24 | Python | 15 | 3c740dbfcdd69ddc3ab45a42be996e5c61104342 | dataframe.py | 152,959 | 8 | 42 | synchronize_labels | https://github.com/modin-project/modin.git | FEAT-#3111: Ensure relabeling Modin Frame does not lose partition shape (#3662)
Co-authored-by: Devin Petersohn <devin.petersohn@gmail.com>
Signed-off-by: Naren Krishna <naren@ponder.io> | 96 | 0 | 35,205 | 10 | |
2 | 2 | def testResourceDeadlock(self):
| python/ray/tune/tests/test_trial_runner_pg.py | 13 | ray | {
"docstring": "Tests that resource deadlock is avoided for heterogeneous PGFs.\n\n We start 4 trials in a cluster with 2 CPUs. The first two trials\n require 1 CPU each, the third trial 2 CPUs, the fourth trial 1 CPU.\n\n The second trial needs a bit more time to finish. This means that the\n ... | 2 | Python | 2 | 976ece4bc43abdb628cf4cbffc8546abab723a6d | test_trial_runner_pg.py | 129,037 | 24 | 190 | testResourceDeadlock | https://github.com/ray-project/ray.git | [tune] Add test for heterogeneous resource request deadlocks (#21397)
This adds a test for potential resource deadlocks in experiments with heterogeneous PGFs. If the PGF of a later trial becomes ready before that of a previous trial, we could run into a deadlock. This is currently avoided, but untested, flagging the ... | 9 | 0 | 28,880 | 6 | |
1 | 34 | async def test_vocolinc_flowerbud_setup(hass):
accessories = await setup_accessories_from_file(hass, "vocolinc_flowerbud.json")
await setup_test_accessories(hass, accessories)
await assert_devices_and_entities_created(
hass,
DeviceTestInfo(
unique_id=HUB_TEST_ACCESSORY_ID,
... | tests/components/homekit_controller/specific_devices/test_vocolinc_flowerbud.py | 389 | core | {
"docstring": "Test that a Vocolinc Flowerbud can be correctly setup in HA.",
"language": "en",
"n_whitespaces": 10,
"n_words": 11,
"vocab_size": 11
} | 84 | Python | 70 | f23b1750e85f07091eb896a0b12b8f95e5646338 | test_vocolinc_flowerbud.py | 288,885 | 59 | 238 | test_vocolinc_flowerbud_setup | https://github.com/home-assistant/core.git | Migrate HomeKit Controller to use stable identifiers (#80064) | 1,005 | 0 | 88,034 | 19 | |
3 | 12 | def closure(self, rel, depth=-1):
from nltk.util import acyclic_breadth_first
for synset in acyclic_breadth_first(self, rel, depth):
if synset != self:
yield synset
from nltk.util import acyclic_depth_first as acyclic_tree
from nltk.util import unweighted_... | nltk/corpus/reader/wordnet.py | 89 | nltk | {
"docstring": "\n Return the transitive closure of source under the rel\n relationship, breadth-first, discarding cycles:\n\n >>> from nltk.corpus import wordnet as wn\n >>> computer = wn.synset('computer.n.01')\n >>> topic = lambda s:s.topic_domains()\n >>> print(list(compu... | 44 | Python | 29 | 692adaff901dd9daf29400fdf3385130aefbfb2a | wordnet.py | 42,481 | 5 | 38 | closure | https://github.com/nltk/nltk.git | Fix some tests in Wordnet-related DocStrings | 106 | 0 | 7,566 | 10 | |
2 | 7 | def is_on(self) -> bool:
return (
self.coordinator.data[self.entity_description.key] == "TooLow"
or self.coordinator.data[self.entity_description.key] == "TooHigh"
)
| homeassistant/components/flipr/binary_sensor.py | 67 | core | {
"docstring": "Return true if the binary sensor is on in case of a Problem is detected.",
"language": "en",
"n_whitespaces": 14,
"n_words": 15,
"vocab_size": 14
} | 14 | Python | 12 | c7dfd6b15a3fc9fa81d260b3dfa8a3d836f9afa8 | binary_sensor.py | 290,673 | 6 | 40 | is_on | https://github.com/home-assistant/core.git | Add flipr battery level sensor (#81389)
* Addition of battery level sensor. Correction of pylint errors
* Review improvement for typing
* Review improvement for typing
* Correction following review | 57 | 0 | 89,787 | 11 | |
1 | 3 | def test_archive_too_large_for_mem_cache(self, cache_set):
| tests/sentry/lang/javascript/test_processor.py | 15 | sentry | {
"docstring": "cache.set is never called if the archive is too large",
"language": "en",
"n_whitespaces": 9,
"n_words": 10,
"vocab_size": 9
} | 3 | Python | 3 | 8cdaa4e86e8296cdbc145f2a53d3eb38cb7a1c2b | test_processor.py | 90,778 | 8 | 74 | test_archive_too_large_for_mem_cache | https://github.com/getsentry/sentry.git | ref: close files explicitly in tests.sentry.lang.javascript.test_processor (#35262) | 10 | 0 | 18,689 | 6 | |
1 | 2 | def BurstTaskRunner():
job_queue = []
| src/sentry/testutils/helpers/task_runner.py | 19 | sentry | {
"docstring": "\n A fixture for queueing up Celery tasks and working them off in bursts.\n\n The main interesting property is that one can run tasks at a later point in\n the future, testing \"concurrency\" without actually spawning any kind of\n worker.\n ",
"language": "en",
"n_whitespaces": 55,... | 5 | Python | 5 | ce3e457ef18fe0046d6aca0b545eac55eae8f17c | task_runner.py | 87,360 | 7 | 28 | BurstTaskRunner | https://github.com/getsentry/sentry.git | feat(perf-issues): Move queue info for post_process into headers (ISP… (#40239)
Re-do of https://github.com/getsentry/sentry/pull/39946 as merge
conflict didn't mesh right.
Sends dedicated issue category data to post_process_group call so we can
route to the appropriate celery queue
Will need to include change... | 11 | 0 | 18,288 | 7 | |
8 | 52 | def update_proxy_model_permissions(apps, schema_editor, reverse=False):
style = color_style()
Permission = apps.get_model("auth", "Permission")
ContentType = apps.get_model("contenttypes", "ContentType")
alias = schema_editor.connection.alias
for Model in apps.get_models():
opts = Model... | django/contrib/auth/migrations/0011_update_proxy_permissions.py | 413 | django | {
"docstring": "\n Update the content_type of proxy model permissions to use the ContentType\n of the proxy model.\n ",
"language": "en",
"n_whitespaces": 25,
"n_words": 15,
"vocab_size": 11
} | 106 | Python | 74 | 9c19aff7c7561e3a82978a272ecdaad40dda5c00 | 0011_update_proxy_permissions.py | 203,669 | 36 | 259 | update_proxy_model_permissions | https://github.com/django/django.git | Refs #33476 -- Reformatted code with Black. | 422 | 0 | 50,502 | 18 | |
7 | 20 | def get_loss(self, session_id=None):
logger.debug("Getting loss: (session_id: %s)", session_id)
retval = {}
for idx in [session_id] if session_id else self.session_ids:
self._check_cache(idx)
data = self._cache.get_data(idx, "loss")
if not data:
... | lib/gui/analysis/event_reader.py | 210 | faceswap | {
"docstring": " Read the loss from the TensorBoard event logs\n\n Parameters\n ----------\n session_id: int, optional\n The Session ID to return the loss for. Set to ``None`` to return all session\n losses. Default ``None``\n\n Returns\n -------\n dict\... | 56 | Python | 44 | c1512fd41d86ef47a5d1ce618d6d755ef7cbacdf | event_reader.py | 100,308 | 13 | 132 | get_loss | https://github.com/deepfakes/faceswap.git | Update code to support Tensorflow versions up to 2.8 (#1213)
* Update maximum tf version in setup + requirements
* - bump max version of tf version in launcher
- standardise tf version check
* update keras get_custom_objects for tf>2.6
* bugfix: force black text in GUI file dialogs (linux)
* dssim loss -... | 189 | 0 | 19,805 | 14 |
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