complexity int64 1 139 | fun_name stringlengths 1 80 | code stringlengths 101 62.2k | commit_id stringlengths 40 40 | ast_errors stringlengths 0 3.11k | ast_levels int64 6 36 | file_name stringlengths 5 79 | n_ast_nodes int64 17 19.2k | commit_message stringlengths 3 15.3k | d_id int64 12 121k | n_ast_errors int64 0 9 | n_whitespaces int64 4 10.8k | token_counts int64 5 3.06k | vocab_size int64 4 1.11k | id int64 20 338k | n_words int64 4 4.82k | repo stringlengths 3 22 | n_identifiers int64 2 176 | path stringlengths 7 134 | language stringclasses 1
value | nloc int64 1 413 | documentation dict | url stringlengths 31 59 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
3 | spinner | def spinner(text="In progress..."):
import streamlit.legacy_caching.caching as legacy_caching
import streamlit.caching as caching
from streamlit.elements.utils import clean_text
from streamlit.proto.Spinner_pb2 import Spinner as SpinnerProto
# @st.cache optionally uses spinner for long-running... | 704eab3478cf69847825b23dabf15813a8ac9fa2 | def spinner(text="In progress..."):
"""Temporarily displays a message while executing a block of code.
Parameters
----------
text : str
A message to display while executing that block
Example
-------
>>> with st.spinner('Wait for it...'):
>>> time.sleep(5)
>>> st.succe... | 11 | __init__.py | 132 | Rename and refactor `Report` machinery (#4141)
This refactor renames (almost) everything related to the outdated "report" concept with more precise concepts that we use throughout our code, primarily "script run", "session", and "app". | 26,274 | 1 | 202 | 124 | 80 | 118,532 | 110 | streamlit | 20 | lib/streamlit/__init__.py | Python | 22 | {
"docstring": "Temporarily displays a message while executing a block of code.\n\n Parameters\n ----------\n text : str\n A message to display while executing that block\n\n Example\n -------\n\n >>> with st.spinner('Wait for it...'):\n >>> time.sleep(5)\n >>> st.success('Done!')\n... | https://github.com/streamlit/streamlit.git |
3 | process_queue | def process_queue(self):
if not self.queue:
logger.debug(f"No queued changes; aborting")
return
logger.debug(f"Processing {len(self.queue)} queued changes")
# Iterate through the in-memory queue, creating Change instances
changes = []
for key, ch... | a5308ea28e851a4ddb65a4e7ca2297b641e5891f | 13 | staging.py | 183 | Closes #10851: New staging mechanism (#10890)
* WIP
* Convert checkout() context manager to a class
* Misc cleanup
* Drop unique constraint from Change model
* Extend staging tests
* Misc cleanup
* Incorporate M2M changes
* Don't cancel wipe out creation records when an object is deleted
* Rena... | 78,296 | 0 | 281 | 98 | 52 | 266,109 | 63 | netbox | 20 | netbox/netbox/staging.py | Python | 18 | {
"docstring": "\n Create Change instances for all actions stored in the queue.\n ",
"language": "en",
"n_whitespaces": 25,
"n_words": 10,
"vocab_size": 10
} | https://github.com/netbox-community/netbox.git | |
4 | save | def save(self, commit=True):
if self.errors:
raise ValueError(
"The %s could not be %s because the data didn't validate."
% (
self.instance._meta.object_name,
"created" if self.instance._state.adding else "changed",
... | 9c19aff7c7561e3a82978a272ecdaad40dda5c00 | 15 | models.py | 130 | Refs #33476 -- Reformatted code with Black. | 51,322 | 0 | 279 | 71 | 54 | 206,002 | 70 | django | 13 | django/forms/models.py | Python | 15 | {
"docstring": "\n Save this form's self.instance object if commit=True. Otherwise, add\n a save_m2m() method to the form which can be called after the instance\n is saved manually at a later time. Return the model instance.\n ",
"language": "en",
"n_whitespaces": 62,
"n_words": 33,
... | https://github.com/django/django.git | |
14 | solve | def solve(self, parameters=None, limit=None):
self.pre_solve(parameters)
coeff = self.coeff
var = self.free_symbols
if 1 in coeff:
# negate coeff[] because input is of the form: ax + by + c == 0
# but is used as: ax + by == -c
... | bd9f607176c58dfba01e27c05c2b7d49ff97c901 | 19 | diophantine.py | 727 | Improve loop performance in solvers | 48,926 | 0 | 1,068 | 454 | 136 | 198,419 | 246 | sympy | 51 | sympy/solvers/diophantine/diophantine.py | Python | 148 | {
"docstring": "\n base_solution_linear() can solve diophantine equations of the form:\n\n a*x + b*y == c\n\n We break down multivariate linear diophantine equations into a\n series of bivariate linear diophantine equations which can then\n be solved individually by base_solution_li... | https://github.com/sympy/sympy.git | |
1 | disable_bracketed_paste | def disable_bracketed_paste(self) -> None:
self.console.file.write("\x1b[?2004l")
self.console.file.flush()
| fe151a7f25cfd7f1134ebafbddc7eeade1c18ccb | 9 | driver.py | 50 | Support for bracketed paste mode (#567)
* Detecting bracketed paste, sending paste events
* Bracketed pasting support in TextInput
* Restore debugging conditional
* Handle pasting of text in text-input, improve scrolling
* Fix ordering of handling in parser for bracketed pastes
* Docstrings
* Add doc... | 44,330 | 0 | 27 | 27 | 6 | 183,771 | 6 | textual | 6 | src/textual/driver.py | Python | 5 | {
"docstring": "Write the ANSI escape code `ESC[?2004l`, which\n disables bracketed paste mode.",
"language": "en",
"n_whitespaces": 17,
"n_words": 11,
"vocab_size": 11
} | https://github.com/Textualize/textual.git | |
2 | get_training_arguments | def get_training_arguments(self) -> transformers.training_args.TrainingArguments:
with self.as_directory() as checkpoint_path:
training_args_path = os.path.join(checkpoint_path, TRAINING_ARGS_NAME)
if os.path.exists(training_args_path):
with open(training_args_pa... | ac1d21027da8a8c002cc7c28b8d1dc89c0d72fcf | 16 | huggingface_checkpoint.py | 126 | [AIR] Add framework-specific checkpoints (#26777) | 27,836 | 0 | 132 | 72 | 23 | 125,331 | 29 | ray | 18 | python/ray/train/huggingface/huggingface_checkpoint.py | Python | 10 | {
"docstring": "Retrieve the training arguments stored in this checkpoint.",
"language": "en",
"n_whitespaces": 7,
"n_words": 8,
"vocab_size": 8
} | https://github.com/ray-project/ray.git | |
1 | all_bursa | def all_bursa():
path = os.path.join(os.path.dirname(__file__), "data/bursa_open_hours.json")
bursa = pd.read_json(path) # , orient="index")
return bursa
| 33a041e5bf93ce93ab1a19adbc5ed74c2f1eb337 | 11 | bursa_model.py | 60 | Trading hours stock feature (#1697) | 84,728 | 0 | 27 | 34 | 12 | 284,458 | 14 | OpenBBTerminal | 9 | openbb_terminal/stocks/tradinghours/bursa_model.py | Python | 4 | {
"docstring": "Get all exchanges from dictionary\n\n Parameters\n __________\n\n Returns\n _______\n pd.DataFrame\n All exchanges\n ",
"language": "en",
"n_whitespaces": 37,
"n_words": 12,
"vocab_size": 11
} | https://github.com/OpenBB-finance/OpenBBTerminal.git | |
3 | get_git_changeset | def get_git_changeset():
# Repository may not be found if __file__ is undefined, e.g. in a frozen
# module.
if "__file__" not in globals():
return None
repo_dir = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
git_log = subprocess.run(
"git log --pretty=format:%ct -... | 9c19aff7c7561e3a82978a272ecdaad40dda5c00 | 13 | version.py | 188 | Refs #33476 -- Reformatted code with Black. | 51,708 | 0 | 153 | 107 | 49 | 206,790 | 62 | django | 27 | django/utils/version.py | Python | 18 | {
"docstring": "Return a numeric identifier of the latest git changeset.\n\n The result is the UTC timestamp of the changeset in YYYYMMDDHHMMSS format.\n This value isn't guaranteed to be unique, but collisions are very unlikely,\n so it's sufficient for generating the development version numbers.\n ",
... | https://github.com/django/django.git | |
1 | tournament_matrix | def tournament_matrix(G):
r
A = nx.adjacency_matrix(G)
return A - A.T
@not_implemented_for("undirected")
@not_implemented_for("multigraph") | 8a325d26aa7fdd3a72580c4720fa97f971bbefcb | @not_implemented_for("undirected")
@not_implemented_for("multigraph") | 8 | tournament.py | 56 | Use scipy.sparse array datastructure (#6037)
* Use scipy.sparse array datastructure
* Add reminder to rm wrapper when scipy adds creation fns.
* Rm mention of np matrix from code comment.
* Update networkx/algorithms/bipartite/matrix.py
Co-authored-by: Stefan van der Walt <sjvdwalt@gmail.com>
Co-authore... | 42,336 | 1 | 18 | 21 | 11 | 177,316 | 12 | networkx | 7 | networkx/algorithms/tournament.py | Python | 38 | {
"docstring": "Returns the tournament matrix for the given tournament graph.\n\n This function requires SciPy.\n\n The *tournament matrix* of a tournament graph with edge set *E* is\n the matrix *T* defined by\n\n .. math::\n\n T_{i j} =\n \\begin{cases}\n +1 & \\text{if } (i, j) \\in E... | https://github.com/networkx/networkx.git |
13 | model_scaling | def model_scaling(layer_setting, arch_setting):
# scale width
new_layer_setting = copy.deepcopy(layer_setting)
for layer_cfg in new_layer_setting:
for block_cfg in layer_cfg:
block_cfg[1] = make_divisible(block_cfg[1] * arch_setting[0], 8)
# scale depth
split_layer_setting ... | 3f0f2a059743593fd07b629c261b609bd9a767e6 | @BACKBONES.register_module() | 16 | efficientnet.py | 510 | [Feature] Support efficientnet in mmdetection. (#7514)
* Initial implementation
* Add missing import
* Add MemoryEfficientSwishImplementation. Add docstrings
* Add efficientnet2mmdet tool
* Add config folder
* Flake8
* Flake8
* Flake8
* Fix config
* Requested changes
* docformatter
* U... | 70,249 | 1 | 415 | 325 | 78 | 244,119 | 123 | mmdetection | 26 | mmdet/models/backbones/efficientnet.py | Python | 33 | {
"docstring": "Scaling operation to the layer's parameters according to the\n arch_setting.",
"language": "en",
"n_whitespaces": 12,
"n_words": 10,
"vocab_size": 8
} | https://github.com/open-mmlab/mmdetection.git |
17 | polyfit | def polyfit(x, y, deg, rcond=None, full=False, w=None, cov=False):
_check_arraylike("polyfit", x, y)
deg = core.concrete_or_error(int, deg, "deg must be int")
order = deg + 1
# check arguments
if deg < 0:
raise ValueError("expected deg >= 0")
if x.ndim != 1:
raise TypeError("expected 1D vector for x... | 603bb3c5ca288674579211e64fa47c6b2b0fb7a6 | @_wraps(np.poly, lax_description=_POLY_DOC)
@jit | 17 | polynomial.py | 700 | lax_numpy: move poly functions into numpy.polynomial | 26,696 | 1 | 463 | 424 | 155 | 119,831 | 293 | jax | 50 | jax/_src/numpy/polynomial.py | Python | 54 | {
"docstring": "\\\nThis differs from np.poly when an integer array is given.\nnp.poly returns a result with dtype float64 in this case.\njax returns a result with an inexact type, but not necessarily\nfloat64.\n\nThis also differs from np.poly when the input array strictly\ncontains pairs of complex conjugates, e.g.... | https://github.com/google/jax.git |
1 | key | def key(self) -> TaskInstanceKey:
return TaskInstanceKey(self.dag_id, self.task_id, self.run_id, self.try_number, self.map_index)
| 6fc6edf6af7f676bfa54ff3a2e6e6d2edb938f2e | 8 | taskinstance.py | 47 | Make `airflow dags test` be able to execute Mapped Tasks (#21210)
* Make `airflow dags test` be able to execute Mapped Tasks
In order to do this there were two steps required:
- The BackfillJob needs to know about mapped tasks, both to expand them,
and in order to update it's TI tracking
- The DebugExecutor ... | 8,256 | 0 | 24 | 31 | 10 | 44,419 | 10 | airflow | 8 | airflow/models/taskinstance.py | Python | 3 | {
"docstring": "Returns a tuple that identifies the task instance uniquely",
"language": "en",
"n_whitespaces": 8,
"n_words": 9,
"vocab_size": 9
} | https://github.com/apache/airflow.git | |
3 | _check_guts_toc_mtime | def _check_guts_toc_mtime(attr_name, old_toc, new_toc, last_build):
for dest_name, src_name, typecode in old_toc:
if misc.mtime(src_name) > last_build:
logger.info("Building because %s changed", src_name)
return True
return False
| f5925fa56f713e78ab5723de2a58195ca346847f | 12 | utils.py | 67 | building: cleanup remove pyc argument from _check_guts_toc_mtime
The only place where we use `_check_guts_toc_mtime` with `pyc`
argument enabled is when checking the `Analysis.pure` TOC, and
the source names of those entries already point to source .py files.
So shortening the filenames by one character results in che... | 77,596 | 0 | 62 | 43 | 23 | 264,086 | 24 | pyinstaller | 12 | PyInstaller/building/utils.py | Python | 6 | {
"docstring": "\n Rebuild is required if mtimes of files listed in old TOC are newer than last_build.\n\n Use this for calculated/analysed values read from cache.\n ",
"language": "en",
"n_whitespaces": 33,
"n_words": 23,
"vocab_size": 23
} | https://github.com/pyinstaller/pyinstaller.git | |
6 | fit | def fit(self, X, y=None):
X = self._validate_data(
X, accept_sparse=["csr", "csc"], dtype=[np.float64, np.float32]
)
n_samples, n_features = X.shape
if self.n_components == "auto":
self.n_components_ = johnson_lindenstrauss_min_dim(
n_sa... | 8b6b519caf3b3b9602958a859b4d3a7eb1d9eadd | 16 | random_projection.py | 357 | ENH Preserving dtype for np.float32 in RandomProjection (#22114)
Co-authored-by: takoika <>
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com> | 75,247 | 0 | 760 | 220 | 109 | 258,487 | 185 | scikit-learn | 25 | sklearn/random_projection.py | Python | 43 | {
"docstring": "Generate a sparse random projection matrix.\n\n Parameters\n ----------\n X : {ndarray, sparse matrix} of shape (n_samples, n_features)\n Training set: only the shape is used to find optimal random\n matrix dimensions based on the theory referenced in the\n ... | https://github.com/scikit-learn/scikit-learn.git | |
2 | bisectors | def bisectors(self):
# use lines containing sides so containment check during
# intersection calculation can be avoided, thus reducing
# the processing time for calculating the bisectors
s = [Line(l) for l in self.sides]
v = self.vertices
c = self.incenter
... | 498015021131af4dbb07eb110e5badaba8250c7b | 14 | polygon.py | 213 | Updated import locations | 47,800 | 0 | 139 | 143 | 53 | 196,300 | 62 | sympy | 15 | sympy/geometry/polygon.py | Python | 8 | {
"docstring": "The angle bisectors of the triangle.\n\n An angle bisector of a triangle is a straight line through a vertex\n which cuts the corresponding angle in half.\n\n Returns\n =======\n\n bisectors : dict\n Each key is a vertex (Point) and each value is the corre... | https://github.com/sympy/sympy.git | |
7 | get_success_response | def get_success_response(self, *args, **params):
status_code = params.pop("status_code", None)
if status_code and status_code >= 400:
raise Exception("status_code must be < 400")
method = params.pop("method", self.method).lower()
response = self.get_response(*args... | a68089d62f514557ec38e3744593e20af484e5e2 | 11 | cases.py | 212 | ref(tests): Infer `status_code` from `method` (#34825) | 18,674 | 0 | 255 | 126 | 47 | 90,548 | 76 | sentry | 15 | src/sentry/testutils/cases.py | Python | 17 | {
"docstring": "\n Call `get_response` (see above) and assert the response's status code.\n\n :param params:\n * status_code: (Optional) Assert that the response's status code is\n a specific code. Omit to assert any successful status_code.\n :returns Response object\n ... | https://github.com/getsentry/sentry.git | |
1 | starmap | def starmap(self, func, iterable, chunksize=None):
return self._map_async(
func, iterable, chunksize=chunksize, unpack_args=True
).get()
| 7f1bacc7dc9caf6d0ec042e39499bbf1d9a7d065 | 10 | pool.py | 52 | [CI] Format Python code with Black (#21975)
See #21316 and #21311 for the motivation behind these changes. | 29,954 | 0 | 44 | 35 | 10 | 133,189 | 12 | ray | 8 | python/ray/util/multiprocessing/pool.py | Python | 4 | {
"docstring": "Same as `map`, but unpacks each element of the iterable as the\n arguments to func like: [func(*args) for args in iterable].\n ",
"language": "en",
"n_whitespaces": 35,
"n_words": 21,
"vocab_size": 19
} | https://github.com/ray-project/ray.git | |
1 | _get_char_x | def _get_char_x(self, linelength):
return linelength + self.image_pad + self.line_number_width
| f3166e673fe8d40277b804d35d77dcdb760fc3b3 | 8 | img.py | 30 | 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... | 3,344 | 0 | 23 | 18 | 8 | 20,359 | 9 | pipenv | 5 | pipenv/patched/notpip/_vendor/pygments/formatters/img.py | Python | 2 | {
"docstring": "\n Get the X coordinate of a character position.\n ",
"language": "en",
"n_whitespaces": 23,
"n_words": 8,
"vocab_size": 8
} | https://github.com/pypa/pipenv.git | |
1 | test_evaluate_word_analogies | def test_evaluate_word_analogies(self):
model = word2vec.Word2Vec(LeeCorpus())
score, sections = model.wv.evaluate_word_analogies(datapath('questions-words.txt'))
score_cosmul, sections_cosmul = model.wv.evaluate_word_analogies(
datapath('questions-words.txt'),
s... | ac3bbcdf87b263f79d5e19cce173e6c709a15f9d | 11 | test_word2vec.py | 206 | streamlining most_similar_cosmul and evaluate_word_analogies (#2656)
* streamlining most_similar_cosmul
* Fix PR requested changes and add unit test
* fix merge artifacts
Co-authored-by: n3hrox <n3hrox@gmail.com>
Co-authored-by: Michael Penkov <m@penkov.dev> | 1,666 | 0 | 170 | 127 | 38 | 9,740 | 43 | gensim | 21 | gensim/test/test_word2vec.py | Python | 16 | {
"docstring": "Test that evaluating analogies on KeyedVectors give sane results",
"language": "en",
"n_whitespaces": 8,
"n_words": 9,
"vocab_size": 9
} | https://github.com/RaRe-Technologies/gensim.git | |
2 | get_default_locale | def get_default_locale(self):
parent = self.get_parent()
if parent is not None:
return (
parent.specific_class.objects.defer()
.select_related("locale")
.get(id=parent.id)
.locale
)
return super().g... | d10f15e55806c6944827d801cd9c2d53f5da4186 | 17 | __init__.py | 94 | Reformat with black | 16,124 | 0 | 129 | 55 | 17 | 73,813 | 19 | wagtail | 12 | wagtail/core/models/__init__.py | Python | 10 | {
"docstring": "\n Finds the default locale to use for this page.\n\n This will be called just before the initial save.\n ",
"language": "en",
"n_whitespaces": 40,
"n_words": 18,
"vocab_size": 17
} | https://github.com/wagtail/wagtail.git | |
4 | _wait_for_data | async def _wait_for_data(self, func_name):
# StreamReader uses a future to link the protocol feed_data() method
# to a read coroutine. Running two read coroutines at the same time
# would have an unexpected behaviour. It would not possible to know
# which coroutine would get the... | 8198943edd73a363c266633e1aa5b2a9e9c9f526 | 12 | streams.py | 133 | add python 3.10.4 for windows | 56,110 | 0 | 289 | 72 | 85 | 220,750 | 113 | XX-Net | 11 | python3.10.4/Lib/asyncio/streams.py | Python | 14 | {
"docstring": "Wait until feed_data() or feed_eof() is called.\n\n If stream was paused, automatically resume it.\n ",
"language": "en",
"n_whitespaces": 28,
"n_words": 14,
"vocab_size": 14
} | https://github.com/XX-net/XX-Net.git | |
5 | chi2 | def chi2(X, y):
# XXX: we might want to do some of the following in logspace instead for
# numerical stability.
X = check_array(X, accept_sparse="csr")
if np.any((X.data if issparse(X) else X) < 0):
raise ValueError("Input X must be non-negative.")
# Use a sparse representation for Y ... | 432778464cbffc8ca675c1df786c31f8c23fc62c | 12 | _univariate_selection.py | 275 | [MRG] chi2: reduce memory footprint (#21837)
* added sparse_output=True to LabelBinarizer in chi2
* added changelog entry
* Update sklearn/feature_selection/_univariate_selection.py
Co-authored-by: Olivier Grisel <olivier.grisel@ensta.org>
* Update sklearn/feature_selection/_univariate_selection.py
Co-authored-by... | 75,276 | 0 | 241 | 168 | 99 | 258,531 | 139 | scikit-learn | 29 | sklearn/feature_selection/_univariate_selection.py | Python | 15 | {
"docstring": "Compute chi-squared stats between each non-negative feature and class.\n\n This score can be used to select the n_features features with the\n highest values for the test chi-squared statistic from X, which must\n contain only non-negative features such as booleans or frequencies\n (e.g., ... | https://github.com/scikit-learn/scikit-learn.git | |
3 | equals | def equals(self, word1, word2):
if self.reduce(word1*word2**-1) == self.identity:
return True
elif self._rewriting_system.is_confluent:
return False
return None
| 65be461082dda54c8748922f9c29a19af1279fe1 | 11 | fp_groups.py | 64 | Remove abbreviations in documentation | 48,440 | 0 | 66 | 40 | 14 | 197,297 | 16 | sympy | 8 | sympy/combinatorics/fp_groups.py | Python | 6 | {
"docstring": "\n Compare `word1` and `word2` for equality in the group\n using the group's rewriting system. If the system is\n confluent, the returned answer is necessarily correct.\n (If it is not, `False` could be returned in some cases\n where in fact `word1 == word2`)\n\n ... | https://github.com/sympy/sympy.git | |
4 | now | def now(parser, token):
bits = token.split_contents()
asvar = None
if len(bits) == 4 and bits[-2] == "as":
asvar = bits[-1]
bits = bits[:-2]
if len(bits) != 2:
raise TemplateSyntaxError("'now' statement takes one argument")
format_string = bits[1][1:-1]
return NowNod... | 9c19aff7c7561e3a82978a272ecdaad40dda5c00 | @register.tag | 11 | defaulttags.py | 141 | Refs #33476 -- Reformatted code with Black. | 51,441 | 1 | 81 | 81 | 31 | 206,250 | 40 | django | 12 | django/template/defaulttags.py | Python | 10 | {
"docstring": "\n Display the date, formatted according to the given string.\n\n Use the same format as PHP's ``date()`` function; see https://php.net/date\n for all the possible values.\n\n Sample usage::\n\n It is {% now \"jS F Y H:i\" %}\n ",
"language": "en",
"n_whitespaces": 58,
"n_w... | https://github.com/django/django.git |
1 | exradii | def exradii(self):
side = self.sides
a = side[0].length
b = side[1].length
c = side[2].length
s = (a+b+c)/2
area = self.area
exradii = {self.sides[0]: simplify(area/(s-a)),
self.sides[1]: simplify(area/(s-b)),
self.s... | 498015021131af4dbb07eb110e5badaba8250c7b | 13 | polygon.py | 169 | Updated import locations | 47,810 | 0 | 129 | 110 | 23 | 196,310 | 30 | sympy | 11 | sympy/geometry/polygon.py | Python | 11 | {
"docstring": "The radius of excircles of a triangle.\n\n An excircle of the triangle is a circle lying outside the triangle,\n tangent to one of its sides and tangent to the extensions of the\n other two.\n\n Returns\n =======\n\n exradii : dict\n\n See Also\n ... | https://github.com/sympy/sympy.git | |
2 | col_swap | def col_swap(self, i, j):
for k in range(0, self.rows):
self[k, i], self[k, j] = self[k, j], self[k, i]
| 59d22b6bb7287613d598611027f640d068ca5748 | 10 | repmatrix.py | 69 | Moved imports to higher level | 47,898 | 0 | 43 | 49 | 15 | 196,398 | 18 | sympy | 7 | sympy/matrices/repmatrix.py | Python | 3 | {
"docstring": "Swap the two given columns of the matrix in-place.\n\n Examples\n ========\n\n >>> from sympy import Matrix\n >>> M = Matrix([[1, 0], [1, 0]])\n >>> M\n Matrix([\n [1, 0],\n [1, 0]])\n >>> M.col_swap(0, 1)\n >>> M\n Matrix([\... | https://github.com/sympy/sympy.git | |
2 | renderable | def renderable(self) -> RenderableType:
renderable = self.get_renderable()
return Screen(renderable) if self._alt_screen else renderable
| f3166e673fe8d40277b804d35d77dcdb760fc3b3 | 8 | live.py | 44 | 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... | 3,534 | 0 | 34 | 26 | 12 | 20,769 | 13 | pipenv | 6 | pipenv/patched/notpip/_vendor/rich/live.py | Python | 8 | {
"docstring": "Get the renderable that is being displayed\n\n Returns:\n RenderableType: Displayed renderable.\n ",
"language": "en",
"n_whitespaces": 36,
"n_words": 11,
"vocab_size": 11
} | https://github.com/pypa/pipenv.git | |
3 | get_base_snippet_action_menu_items | def get_base_snippet_action_menu_items(model):
menu_items = [
SaveMenuItem(order=0),
DeleteMenuItem(order=10),
]
for hook in hooks.get_hooks("register_snippet_action_menu_item"):
action_menu_item = hook(model)
if action_menu_item:
menu_items.append(action_me... | d10f15e55806c6944827d801cd9c2d53f5da4186 | 11 | action_menu.py | 85 | Reformat with black | 16,441 | 0 | 74 | 51 | 18 | 75,927 | 20 | wagtail | 11 | wagtail/snippets/action_menu.py | Python | 10 | {
"docstring": "\n Retrieve the global list of menu items for the snippet action menu,\n which may then be customised on a per-request basis\n ",
"language": "en",
"n_whitespaces": 31,
"n_words": 21,
"vocab_size": 20
} | https://github.com/wagtail/wagtail.git | |
1 | has_key | def has_key(self, key, version=None):
return (
self.get(key, self._missing_key, version=version) is not self._missing_key
)
| 9c19aff7c7561e3a82978a272ecdaad40dda5c00 | 10 | base.py | 51 | Refs #33476 -- Reformatted code with Black. | 50,721 | 0 | 45 | 34 | 13 | 204,387 | 13 | django | 6 | django/core/cache/backends/base.py | Python | 4 | {
"docstring": "\n Return True if the key is in the cache and has not expired.\n ",
"language": "en",
"n_whitespaces": 28,
"n_words": 13,
"vocab_size": 12
} | https://github.com/django/django.git | |
4 | _read_all_pages | def _read_all_pages(self, endpoint):
internal_data = []
while True:
resp = self._session.get(endpoint)
if resp.status_code == 200:
internal_data += resp.json()
if "next" in resp.links:
endpoint = resp.links["next"]["ur... | 0fdd3d56f43c8442a0c9ecd3cad07a88137ff7de | 15 | cleanup-tags.py | 149 | Changes the cleanup images workflow so it uses a OAuth token with the correct scope (GITHUB_TOKEN is not enough). Also prevents running if the token is not defined and generally does commenting/cleanups" | 117,014 | 0 | 233 | 78 | 32 | 319,887 | 40 | paperless-ngx | 13 | .github/scripts/cleanup-tags.py | Python | 15 | {
"docstring": "\n Internal function to read all pages of an endpoint, utilizing the\n next.url until exhausted\n ",
"language": "en",
"n_whitespaces": 36,
"n_words": 14,
"vocab_size": 14
} | https://github.com/paperless-ngx/paperless-ngx.git | |
3 | _build_template | def _build_template(name, template, files, config, nav):
# Run `pre_template` plugin events.
template = config['plugins'].run_event(
'pre_template', template, template_name=name, config=config
)
if utils.is_error_template(name):
# Force absolute URLs in the nav of error pages and ... | dca7cbb43fcd6ea7c677c98ba585395b070d387b | 14 | build.py | 221 | Format code with `black -l100 --skip-string-normalization` | 57,244 | 0 | 221 | 134 | 73 | 224,209 | 116 | mkdocs | 18 | mkdocs/commands/build.py | Python | 15 | {
"docstring": "\n Return rendered output for given template as a string.\n ",
"language": "en",
"n_whitespaces": 16,
"n_words": 9,
"vocab_size": 9
} | https://github.com/mkdocs/mkdocs.git | |
2 | get_build_datetime | def get_build_datetime() -> datetime:
source_date_epoch = os.environ.get('SOURCE_DATE_EPOCH')
if source_date_epoch is None:
return datetime.now(timezone.utc)
return datetime.fromtimestamp(int(source_date_epoch), timezone.utc)
| df3739d51903ab56771ac071a05b5aa9cdf9e129 | 10 | __init__.py | 76 | Add a lot more type annotations, fix new type warnings (#2970)
(including some behavior changes, assumed to be no-op)
This is based on auto-generated annotations from "monkeytype". | 57,432 | 0 | 35 | 45 | 14 | 224,944 | 16 | mkdocs | 11 | mkdocs/utils/__init__.py | Python | 11 | {
"docstring": "\n Returns an aware datetime object.\n\n Support SOURCE_DATE_EPOCH environment variable for reproducible builds.\n See https://reproducible-builds.org/specs/source-date-epoch/\n ",
"language": "en",
"n_whitespaces": 27,
"n_words": 14,
"vocab_size": 14
} | https://github.com/mkdocs/mkdocs.git | |
2 | test_read_video_from_file_audio_resampling | def test_read_video_from_file_audio_resampling(self, test_video, samples):
# video related
width, height, min_dimension, max_dimension = 0, 0, 0, 0
video_start_pts, video_end_pts = 0, -1
video_timebase_num, video_timebase_den = 0, 1
# audio related
channels = 0
... | c50d48845f7b1ca86d6a3b7f37a59be0ae11e36b | 15 | test_video_reader.py | 327 | Improve test_video_reader (#5498)
* Improve test_video_reader
* Fix linter error | 46,871 | 0 | 605 | 228 | 80 | 192,301 | 123 | vision | 46 | test/test_video_reader.py | Python | 46 | {
"docstring": "\n Test the case when decoder starts with a video file to decode frames, and\n audio waveform are resampled\n ",
"language": "en",
"n_whitespaces": 40,
"n_words": 18,
"vocab_size": 18
} | https://github.com/pytorch/vision.git | |
6 | get_data | def get_data(filters):
data = []
if erpnext.get_region() == "India":
employee_pan_dict = frappe._dict(
frappe.db.sql()
)
component_types = frappe.db.sql(
)
component_types = [comp_type[0] for comp_type in component_types]
if not len(component_types):
return []
conditions = get_conditions(filter... | 494bd9ef78313436f0424b918f200dab8fc7c20b | 15 | income_tax_deductions.py | 310 | style: format code with black | 14,386 | 0 | 47 | 184 | 57 | 66,950 | 78 | erpnext | 28 | erpnext/payroll/report/income_tax_deductions/income_tax_deductions.py | Python | 40 | {
"docstring": " select employee, pan_number from `tabEmployee` select name from `tabSalary Component`\n\t\twhere is_income_tax_component = 1 select sal.employee, sal.employee_name, sal.posting_date, ded.salary_component, ded.amount,sal.gross_pay\n\t\tfrom `tabSalary Slip` sal, `tabSalary Detail` ded\n\t\twhere sal.... | https://github.com/frappe/erpnext.git | |
2 | smart_str | def smart_str(s, encoding="utf-8", strings_only=False, errors="strict"):
if isinstance(s, Promise):
# The input is the result of a gettext_lazy() call.
return s
return force_str(s, encoding, strings_only, errors)
_PROTECTED_TYPES = (
type(None),
int,
float,
Decimal,
da... | 9c19aff7c7561e3a82978a272ecdaad40dda5c00 | 7 | encoding.py | 97 | Refs #33476 -- Reformatted code with Black. | 51,599 | 0 | 78 | 39 | 35 | 206,640 | 36 | django | 16 | django/utils/encoding.py | Python | 4 | {
"docstring": "\n Return a string representing 's'. Treat bytestrings using the 'encoding'\n codec.\n\n If strings_only is True, don't convert (some) non-string-like objects.\n ",
"language": "en",
"n_whitespaces": 33,
"n_words": 20,
"vocab_size": 20
} | https://github.com/django/django.git | |
2 | mayDisableConsoleWindow | def mayDisableConsoleWindow():
# TODO: What about MSYS2?
return isWin32Windows() or isMacOS()
| 613c31d98f20bdd9a4e5884c99826a06a3328438 | 8 | Options.py | 27 | Standalone: Added support for requiring modes
* For wx on macOS, console must be disabled, avoid the trap.
* For the PySide2, on macOS the --onefile must be used when the
application bundle is built or else signing has issues.
* Recommend to use new option --disable-console for PySide2, PySide6
and wx on non-macO... | 42,834 | 0 | 20 | 13 | 11 | 178,818 | 11 | Nuitka | 3 | nuitka/Options.py | Python | 2 | {
"docstring": ":returns: bool derived from platform support of disabling the console,",
"language": "en",
"n_whitespaces": 9,
"n_words": 10,
"vocab_size": 10
} | https://github.com/Nuitka/Nuitka.git | |
1 | test_as_ignores_mau | def test_as_ignores_mau(self):
# Create and sync so that the MAU counts get updated
token1 = self.create_user("kermit1")
self.do_sync_for_user(token1)
token2 = self.create_user("kermit2")
self.do_sync_for_user(token2)
# check we're testing what we think we are:... | 7bc08f320147a1d80371eb13258328c88073fad0 | 16 | test_mau.py | 272 | Remove remaining bits of groups code. (#12936)
* Update worker docs to remove group endpoints.
* Removes an unused parameter to `ApplicationService`.
* Break dependency between media repo and groups.
* Avoid copying `m.room.related_groups` state events during room upgrades. | 72,300 | 0 | 333 | 163 | 79 | 248,480 | 100 | synapse | 28 | tests/test_mau.py | Python | 22 | {
"docstring": "Test that application services can still create users when the MAU\n limit has been reached. This only works when application service\n user ip tracking is disabled.\n ",
"language": "en",
"n_whitespaces": 47,
"n_words": 26,
"vocab_size": 24
} | https://github.com/matrix-org/synapse.git | |
2 | get_region_to_control_producer | def get_region_to_control_producer() -> KafkaProducer:
global _publisher
if _publisher is None:
config = settings.KAFKA_TOPICS.get(settings.KAFKA_REGION_TO_CONTROL)
_publisher = KafkaProducer(
kafka_config.get_kafka_producer_cluster_options(config["cluster"])
)
| 941184cd24186324fd9f7f304b7f713041834726 | 14 | producer.py | 69 | chore(hybrid-cloud): AuditLogEntry is a control silo model now (#39890)
In the control silo, creating an audit log entry writes to the db
directly, whilst in region silo mode creating an audit log entry will
instead push to a new kafka producer that consumes into the control silo
asynchronously. | 18,181 | 0 | 59 | 48 | 15 | 86,878 | 18 | sentry | 10 | src/sentry/region_to_control/producer.py | Python | 14 | {
"docstring": "\n Creates, if necessary, an arroyo.KafkaProducer client configured for region to control communication and returns\n it, caching it for future calls. Installs an exit handler to close the worker thread processes.\n ",
"language": "en",
"n_whitespaces": 41,
"n_words": 30,
"vocab_size... | https://github.com/getsentry/sentry.git | |
1 | get_subplot | def get_subplot(self, row, col, secondary_y=False):
from plotly._subplots import _get_grid_subplot
return _get_grid_subplot(self, row, col, secondary_y)
# Child property operations
# ------------------------- | 5dc67fa7a7314cab97d4c96a30fdf4c5661c9039 | 7 | basedatatypes.py | 47 | fix subplot imports | 68,972 | 0 | 47 | 31 | 17 | 240,862 | 20 | plotly.py | 8 | packages/python/plotly/plotly/basedatatypes.py | Python | 3 | {
"docstring": "\n Return an object representing the subplot at the specified row\n and column. May only be used on Figures created using\n plotly.tools.make_subplots\n\n Parameters\n ----------\n row: int\n 1-based index of subplot row\n col: int\n ... | https://github.com/plotly/plotly.py.git | |
2 | _linear_eq_to_dict | def _linear_eq_to_dict(eqs, syms):
coeffs = []
ind = []
symset = set(syms)
for i, e in enumerate(eqs):
c, d = _lin_eq2dict(e, symset)
coeffs.append(d)
ind.append(c)
return coeffs, ind
| e0aaa724190c49f2725bb7880eddd13ce4fef4b7 | 10 | linsolve.py | 95 | more efficient coefficient extraction | 49,169 | 0 | 66 | 58 | 22 | 199,152 | 27 | sympy | 14 | sympy/polys/matrices/linsolve.py | Python | 9 | {
"docstring": "Convert a system Expr/Eq equations into dict form, returning\n the coefficient dictionaries and a list of syms-independent terms\n from each expression in ``eqs```.\n\n Examples\n ========\n\n >>> from sympy.polys.matrices.linsolve import _linear_eq_to_dict\n >>> from sympy.abc impor... | https://github.com/sympy/sympy.git | |
3 | vector_reset | def vector_reset(self):
self.cur_obs = [e.reset() for e in self.envs]
self._timesteps = [0 for _ in range(self.num_envs)]
return self.cur_obs
| b52a81b3de6f4b7015c6694049d094f2964e1c96 | 11 | model_vector_env.py | 69 | [RLlib] Preparation for gymnasium/gym0.26 upgrade: Deprecate `horizon` and `soft_horizon` settings. (#30583) | 31,023 | 0 | 46 | 43 | 14 | 136,916 | 18 | ray | 10 | rllib/env/wrappers/model_vector_env.py | Python | 4 | {
"docstring": "Override parent to store actual env obs for upcoming predictions.",
"language": "en",
"n_whitespaces": 9,
"n_words": 10,
"vocab_size": 10
} | https://github.com/ray-project/ray.git | |
1 | cache_frame | def cache_frame(self, filename, image) -> None:
frame_no = int(re.search(self.re_search, filename).group())
self.cache[frame_no] = image
logger.trace("Added to cache. Frame no: %s", frame_no)
logger.trace("Current cache: %s", sorted(self.cache.keys()))
| 60291d49c4da1cd260fbc0b04aa6a312eedfefbb | 13 | _base.py | 105 | ffmpeg writer: Create new filename if output pre-exists | 20,072 | 0 | 59 | 64 | 22 | 100,610 | 24 | faceswap | 15 | plugins/convert/writer/_base.py | Python | 17 | {
"docstring": " Add the incoming converted frame to the cache ready for writing out.\n\n Used for ffmpeg and gif writers to ensure that the frames are written out in the correct\n order.\n\n Parameters\n ----------\n filename: str\n The filename of the incoming frame, wh... | https://github.com/deepfakes/faceswap.git | |
1 | allow_regional | def allow_regional(fn):
def caller(*args, **kwargs):
overrides = frappe.get_hooks("regional_overrides", {}).get(get_region())
function_path = f"{inspect.getmodule(fn).__name__}.{fn.__name__}"
if not overrides or function_path not in overrides:
return fn(*args, **kwargs)
# Priority given to last install... | b68a99675d12a1ffbda538ee07a2020ba66fb3cc | 13 | __init__.py | 152 | fix: allow `regional_overrides` hook to be set in subsequent apps | 13,605 | 0 | 26 | 10 | 27 | 64,335 | 35 | erpnext | 15 | erpnext/__init__.py | Python | 3 | {
"docstring": "Decorator to make a function regionally overridable\n\n\tExample:\n\t@erpnext.allow_regional\n\tdef myfunction():\n\t pass",
"language": "en",
"n_whitespaces": 9,
"n_words": 12,
"vocab_size": 12
} | https://github.com/frappe/erpnext.git | |
3 | getchannel | def getchannel(self, channel):
self.load()
if isinstance(channel, str):
try:
channel = self.getbands().index(channel)
except ValueError as e:
msg = f'The image has no channel "{channel}"'
raise ValueError(msg) from e
... | 2ae55ccbdad9c842929fb238ea1eb81d1f999024 | 14 | Image.py | 112 | Improve exception traceback readability | 70,094 | 0 | 124 | 65 | 27 | 243,725 | 29 | Pillow | 14 | src/PIL/Image.py | Python | 9 | {
"docstring": "\n Returns an image containing a single channel of the source image.\n\n :param channel: What channel to return. Could be index\n (0 for \"R\" channel of \"RGB\") or channel name\n (\"A\" for alpha channel of \"RGBA\").\n :returns: An image in \"L\" mode.\n\n ... | https://github.com/python-pillow/Pillow.git | |
12 | _update_legacy_config | def _update_legacy_config(self) -> bool:
logger.debug("Checking for legacy state file update")
priors = ["dssim_loss", "mask_type", "mask_type", "l2_reg_term"]
new_items = ["loss_function", "learn_mask", "mask_type", "loss_function_2"]
updated = False
for old, new in zip... | 94c3dcff7ebd02a5a5758f33a3eb2bfc66282117 | 13 | model.py | 471 | Training updates
- Add multiple selected loss functions
- Unlock loss as a model configuration
- Phaze-A remove encoder scaling max xap | 20,323 | 0 | 846 | 272 | 116 | 100,872 | 217 | faceswap | 14 | plugins/train/model/_base/model.py | Python | 60 | {
"docstring": " Legacy updates for new config additions.\n\n When new config items are added to the Faceswap code, existing model state files need to be\n updated to handle these new items.\n\n Current existing legacy update items:\n\n * loss - If old `dssim_loss` is ``true`` set new ... | https://github.com/deepfakes/faceswap.git | |
6 | get_memos | def get_memos(self) -> Dict[bytes32, List[bytes]]:
memos: Dict[bytes32, List[bytes]] = {}
for coin_spend in self.coin_spends:
result = Program.from_bytes(bytes(coin_spend.puzzle_reveal)).run(
Program.from_bytes(bytes(coin_spend.solution))
)
fo... | 89f15f591cc3cc3e8ae40e95ffc802f7f2561ece | 17 | spend_bundle.py | 235 | Merge standalone wallet into main (#9793)
* wallet changes from pac
* cat changes
* pool tests
* pooling tests passing
* offers
* lint
* mempool_mode
* black
* linting
* workflow files
* flake8
* more cleanup
* renamed
* remove obsolete test, don't cast announcement
* memos ar... | 21,558 | 0 | 394 | 146 | 109 | 102,634 | 153 | chia-blockchain | 27 | chia/types/spend_bundle.py | Python | 18 | {
"docstring": "\n Retrieves the memos for additions in this spend_bundle, which are formatted as a list in the 3rd parameter of\n CREATE_COIN. If there are no memos, the addition coin_id is not included. If they are not formatted as a list\n of bytes, they are not included. This is expensive to ... | https://github.com/Chia-Network/chia-blockchain.git | |
3 | test_learning_curve_display_default_usage | def test_learning_curve_display_default_usage(pyplot, data):
X, y = data
estimator = DecisionTreeClassifier(random_state=0)
train_sizes = [0.3, 0.6, 0.9]
display = LearningCurveDisplay.from_estimator(
estimator, X, y, train_sizes=train_sizes
)
import matplotlib as mpl
assert ... | 758fe0d9c72ba343097003e7992c9239e58bfc63 | 11 | test_plot.py | 313 | FEA add LearningCurveDisplay to show plot learning curve (#24084)
Co-authored-by: jeremie du boisberranger <jeremiedbb@yahoo.fr>
Co-authored-by: Arturo Amor <86408019+ArturoAmorQ@users.noreply.github.com> | 76,917 | 0 | 199 | 211 | 68 | 261,652 | 98 | scikit-learn | 39 | sklearn/model_selection/tests/test_plot.py | Python | 27 | {
"docstring": "Check the default usage of the LearningCurveDisplay class.",
"language": "en",
"n_whitespaces": 7,
"n_words": 8,
"vocab_size": 7
} | https://github.com/scikit-learn/scikit-learn.git | |
1 | test_climate_find_valid_targets | async def test_climate_find_valid_targets():
valid_targets = [10, 16, 17, 18, 19, 20]
assert _find_valid_target_temp(7, valid_targets) == 10
assert _find_valid_target_temp(10, valid_targets) == 10
assert _find_valid_target_temp(11, valid_targets) == 16
assert _find_valid_target_temp(15, valid... | 5ee2f4f438f8acb119308738639169138b15662c | 8 | test_climate.py | 135 | Sensibo Set temperature improvement (#72992) | 102,059 | 0 | 81 | 94 | 26 | 303,231 | 51 | core | 3 | tests/components/sensibo/test_climate.py | Python | 10 | {
"docstring": "Test function to return temperature from valid targets.",
"language": "en",
"n_whitespaces": 7,
"n_words": 8,
"vocab_size": 8
} | https://github.com/home-assistant/core.git | |
1 | test_send_push_single_worker | def test_send_push_single_worker(self):
http_client_mock = Mock(spec_set=["post_json_get_json"])
http_client_mock.post_json_get_json.side_effect = (
lambda *_, **__: defer.succeed({})
)
self.make_worker_hs(
"synapse.app.generic_worker",
{"wor... | 854a6884d81c95297bf93badcddc00a4cab93418 | 13 | test_pusher_shard.py | 213 | Modernize unit tests configuration settings for workers. (#14568)
Use the newer foo_instances configuration instead of the
deprecated flags to enable specific features (e.g. start_pushers). | 73,196 | 0 | 261 | 125 | 43 | 249,919 | 49 | synapse | 19 | tests/replication/test_pusher_shard.py | Python | 23 | {
"docstring": "Test that registration works when using a pusher worker.",
"language": "en",
"n_whitespaces": 8,
"n_words": 9,
"vocab_size": 9
} | https://github.com/matrix-org/synapse.git | |
1 | test_load_existing_stream | def test_load_existing_stream(self) -> None:
self._insert_rows("foobar1", "first", 3)
self._insert_rows("foobar2", "second", 3)
self._insert_rows("foobar2", "second", 1, update_stream_table=False)
first_id_gen = self._create_id_generator("first", writers=["first", "second"])
... | 9d21ecf7ceab55bc19c4457b8b07401b0b1623a7 | 11 | test_id_generators.py | 330 | Add type hints to tests files. (#12256) | 71,927 | 0 | 198 | 190 | 61 | 247,794 | 79 | synapse | 12 | tests/storage/test_id_generators.py | Python | 17 | {
"docstring": "Test creating ID gens with multiple tables that have rows from after\n the position in `stream_positions` table.\n ",
"language": "en",
"n_whitespaces": 31,
"n_words": 17,
"vocab_size": 17
} | https://github.com/matrix-org/synapse.git | |
4 | test_notification_preferences_panel_reduced_for_non_moderators | def test_notification_preferences_panel_reduced_for_non_moderators(self):
response = self.client.get(reverse("wagtailadmin_account"))
# Find notifications panel through context
notifications_panel = None
for panelset in response.context["panels_by_tab"].values():
fo... | d10f15e55806c6944827d801cd9c2d53f5da4186 | 12 | test_account_management.py | 200 | Reformat with black | 15,750 | 0 | 195 | 115 | 33 | 71,800 | 43 | wagtail | 18 | wagtail/admin/tests/test_account_management.py | Python | 15 | {
"docstring": "\n This tests that a user without publish permissions is not shown the\n notification preference for 'submitted' items\n ",
"language": "en",
"n_whitespaces": 39,
"n_words": 17,
"vocab_size": 17
} | https://github.com/wagtail/wagtail.git | |
2 | as_dict | def as_dict(self) -> Dict[Text, Any]:
serializable_graph_schema: Dict[Text, Dict[Text, Any]] = {"nodes": {}}
for node_name, node in self.nodes.items():
serializable = dataclasses.asdict(node)
# Classes are not JSON serializable (surprise)
serializable["uses"... | 9fc462da870f69f9976be3bc081675844b9f64c2 | 12 | graph.py | 137 | fix type annotation in rasa.engine | 38,299 | 0 | 107 | 72 | 28 | 159,507 | 35 | rasa | 16 | rasa/engine/graph.py | Python | 12 | {
"docstring": "Returns graph schema in a serializable format.\n\n Returns:\n The graph schema in a format which can be dumped as JSON or other formats.\n ",
"language": "en",
"n_whitespaces": 48,
"n_words": 23,
"vocab_size": 19
} | https://github.com/RasaHQ/rasa.git | |
15 | page_identity | def page_identity(self, response, request_json=None):
request_path = response.request.path_url
if request_path == '/migrations_notran/':
raise exc.IsMigrating('You have been redirected to the migration-in-progress page.')
request_method = response.request.method.lower()
... | 68a44529b6b77d2d43d7099b654560bfd8bbf518 | 13 | page.py | 536 | Register pages for the Instance peers and install bundle endpoints
This includes exposing a new interface for Page objects, Page.bytes,
to return the full bytestring contents of the response. | 17,285 | 0 | 694 | 337 | 104 | 81,965 | 171 | awx | 47 | awxkit/awxkit/api/pages/page.py | Python | 44 | {
"docstring": "Takes a `requests.Response` and\n returns a new __item_class__ instance if the request method is not a get, or returns\n a __class__ instance if the request path is different than the caller's `endpoint`.\n ",
"language": "en",
"n_whitespaces": 56,
"n_words": 32,
"vocab... | https://github.com/ansible/awx.git | |
2 | call_categories | def call_categories(self, other_args):
parser = argparse.ArgumentParser(
prog="categories",
add_help=False,
formatter_class=argparse.ArgumentDefaultsHelpFormatter,
description=,
)
parser.add_argument(
"-l",
"--limi... | 09f753da1c2a2f03c41fe6a3ca2eb79f6ea58995 | 11 | overview_controller.py | 254 | More Fixes to Crypto + key sort (#3244)
* fix #3095 - autocomplete and command working + key sort
* fix #3056
* fix [Bug] bugs #3048
* fix [Bug] bug #3017
* sort -> sortby, not ascend, tests
* fix my goof ups
Co-authored-by: james <jmaslek11@gmail.com> | 85,786 | 0 | 494 | 161 | 63 | 286,399 | 72 | OpenBBTerminal | 31 | openbb_terminal/cryptocurrency/overview/overview_controller.py | Python | 43 | {
"docstring": "Process top_categories commandShows top cryptocurrency categories by market capitalization. It includes categories like:\n stablecoins, defi, solana ecosystem, polkadot ecosystem and many others.\n You can sort by {}, using --sortby parameter",
"language": "en",
"n_whitespace... | https://github.com/OpenBB-finance/OpenBBTerminal.git | |
3 | listify_tensors | def listify_tensors(x):
if tf.is_tensor(x):
x = x.numpy()
if isinstance(x, np.ndarray):
x = x.tolist()
return x
| 84afc5193d38057e2e2badf9c889ea87d80d8fbf | 10 | preprocessing_utils.py | 68 | Reformatting the codebase with black.
PiperOrigin-RevId: 450093126 | 81,118 | 0 | 41 | 40 | 11 | 273,362 | 15 | keras | 9 | keras/layers/preprocessing/preprocessing_utils.py | Python | 6 | {
"docstring": "Convert any tensors or numpy arrays to lists for config serialization.",
"language": "en",
"n_whitespaces": 10,
"n_words": 11,
"vocab_size": 11
} | https://github.com/keras-team/keras.git | |
1 | test_key_query_cancellation | def test_key_query_cancellation(self) -> None:
self.register_user("alice", "wonderland")
alice_token = self.login("alice", "wonderland")
bob = self.register_user("bob", "uncle")
channel = make_request_with_cancellation_test(
"test_key_query_cancellation",
... | d3d9ca156e323fe194b1bcb1af1628f65a2f3c1c | 13 | test_keys.py | 177 | Cancel the processing of key query requests when they time out. (#13680) | 72,939 | 0 | 259 | 104 | 42 | 249,472 | 47 | synapse | 17 | tests/rest/client/test_keys.py | Python | 23 | {
"docstring": "\n Tests that /keys/query is cancellable and does not swallow the\n CancelledError.\n ",
"language": "en",
"n_whitespaces": 33,
"n_words": 11,
"vocab_size": 11
} | https://github.com/matrix-org/synapse.git | |
4 | trigsimp | def trigsimp(expr, inverse=False, **opts):
from sympy.simplify.fu import fu
expr = sympify(expr)
_eval_trigsimp = getattr(expr, '_eval_trigsimp', None)
if _eval_trigsimp is not None:
return _eval_trigsimp(**opts)
old = opts.pop('old', False)
if not old:
opts.pop('deep', N... | 5fc97f8ef40cbc9363c7f7e0ff25f12c45a2203e | 11 | trigsimp.py | 160 | implemented inverse option for trigsimp | 47,355 | 0 | 101 | 202 | 32 | 195,664 | 42 | sympy | 13 | sympy/simplify/trigsimp.py | Python | 26 | {
"docstring": "Returns a reduced expression by using known trig identities.\n\n Parameters\n ==========\n\n inverse : bool, optional\n If ``inverse=True``, it will be assumed that a composition of inverse\n functions, such as sin and asin, can be cancelled in any order.\n For example, `... | https://github.com/sympy/sympy.git | |
1 | db_supports_json | def db_supports_json(self):
return not conf.get("database", "sql_alchemy_conn").startswith("mssql")
| d8889da29ccfcbecd2c89b9e8e278c480767d678 | 11 | sqlalchemy.py | 42 | Move the database configuration to a new section (#22284)
Co-authored-by: gitstart-airflow <gitstart@users.noreply.github.com>
Co-authored-by: GitStart <1501599+gitstart@users.noreply.github.com>
Co-authored-by: Egbosi Kelechi <egbosikelechi@gmail.com> | 9,072 | 0 | 20 | 21 | 6 | 47,330 | 6 | airflow | 5 | airflow/utils/sqlalchemy.py | Python | 2 | {
"docstring": "Checks if the database supports JSON (i.e. is NOT MSSQL)",
"language": "en",
"n_whitespaces": 9,
"n_words": 10,
"vocab_size": 10
} | https://github.com/apache/airflow.git | |
8 | coord_map_from_to | def coord_map_from_to(top_from, top_to):
# We need to find a common ancestor of top_from and top_to.
# We'll assume that all ancestors are equivalent here (otherwise the graph
# is an inconsistent state (which we could improve this to check for)).
# For now use a brute-force algorithm.
| cc4d0564756ca067516f71718a3d135996525909 | 6 | coord_map.py | 19 | Balanced joint maximum mean discrepancy for deep transfer learning | 12,025 | 0 | 62 | 177 | 42 | 60,232 | 47 | transferlearning | 3 | code/deep/BJMMD/caffe/python/caffe/coord_map.py | Python | 28 | {
"docstring": "\n Determine the coordinate mapping betweeen a top (from) and a top (to).\n Walk the graph to find a common ancestor while composing the coord maps for\n from and to until they meet. As a last step the from map is inverted.\n ",
"language": "en",
"n_whitespaces": 54,
"n_words": 41,
... | https://github.com/jindongwang/transferlearning.git | |
4 | plot_feature_importance | def plot_feature_importance(model, feature_names, pair, train_dir, count_max=50) -> None:
try:
import plotly.graph_objects as go
from plotly.subplots import make_subplots
except ImportError:
logger.exception("Module plotly not found \n Please install using `pip3 install plotly`")
... | 86aa875bc9d5edeba04f908fe45b011e52045c83 | 13 | utils.py | 261 | plot features as html instead of png | 34,972 | 0 | 189 | 229 | 67 | 151,197 | 84 | freqtrade | 34 | freqtrade/freqai/utils.py | Python | 37 | {
"docstring": "\n Plot Best and Worst Features by importance for CatBoost model.\n Called once per sub-train.\n Usage: plot_feature_importance(\n model=model,\n feature_names=dk.training_features_list,\n pair=pair,\n train_dir=dk.data_path)\n ",
"... | https://github.com/freqtrade/freqtrade.git | |
5 | get_objects | async def get_objects(self) -> dict:
replies = await asyncio.gather(
*[
self._client.get_object_info(node_id, timeout=DEFAULT_RPC_TIMEOUT)
for node_id in self._client.get_all_registered_raylet_ids()
]
)
worker_stats = []
f... | 30ab5458a7e4ba2351d5e1beef8c8797b5946493 | 16 | state_aggregator.py | 234 | [State Observability] Tasks and Objects API (#23912)
This PR implements ray list tasks and ray list objects APIs.
NOTE: You can ignore the merge conflict for now. It is because the first PR was reverted. There's a fix PR open now. | 31,404 | 0 | 518 | 140 | 80 | 138,395 | 107 | ray | 31 | dashboard/state_aggregator.py | Python | 32 | {
"docstring": "List all object information from the cluster.\n\n Returns:\n {object_id -> object_data_in_dict}\n object_data_in_dict's schema is in ObjectState\n ",
"language": "en",
"n_whitespaces": 52,
"n_words": 16,
"vocab_size": 16
} | https://github.com/ray-project/ray.git | |
4 | exec_ | def exec_(_code_, _globs_=None, _locs_=None):
if _globs_ is None:
frame = sys._getframe(1)
_globs_ = frame.f_globals
if _locs_ is None:
_locs_ = frame.f_locals
del frame
elif _locs_ is None:
_locs_ = _globs_
exe... | f638f5d0e6c8ebed0e69a6584bc7f003ec646580 | 11 | six.py | 136 | upd; format | 13,487 | 0 | 140 | 56 | 22 | 63,729 | 38 | transferlearning | 11 | .venv/lib/python3.8/site-packages/pip/_vendor/six.py | Python | 10 | {
"docstring": "Execute code in a namespace.exec _code_ in _globs_, _locs_def reraise(tp, value, tb=None):\n try:\n raise tp, value, tb\n finally:\n tb = None\ndef raise_from(value, from_value):\n try:\n raise value from from_value\n finally:\n value = None\n",
"language": "e... | https://github.com/jindongwang/transferlearning.git | |
1 | test_create_single_object_with_values | def test_create_single_object_with_values(self):
data = {
'name': 'Site 3',
'slug': 'site-3',
'custom_fields': {
'text_field': 'bar',
'longtext_field': 'blah blah blah',
'number_field': 456,
'boolean_fie... | fa1e28e860c4bdb3e585a968bd248a2ac666e1f6 | 14 | test_customfields.py | 735 | Initial work on #7006 | 77,615 | 0 | 491 | 420 | 82 | 264,128 | 102 | netbox | 26 | netbox/extras/tests/test_customfields.py | Python | 41 | {
"docstring": "\n Create a single new site with a value for each type of custom field.\n ",
"language": "en",
"n_whitespaces": 29,
"n_words": 14,
"vocab_size": 13
} | https://github.com/netbox-community/netbox.git | |
7 | shift | def shift(self, periods=1, freq=None, axis=0, fill_value=None, meta=no_default):
if meta is no_default:
with raise_on_meta_error("groupby.shift()", udf=False):
meta_kwargs = _extract_meta(
{
"periods": periods,
... | 336aac39ee8a616ac2645e532392123ae1bfddd1 | 15 | groupby.py | 391 | Add groupby shift method (#8522)
Implements the shift `method` following the `transform` and `apply` methods. | 36,420 | 0 | 807 | 246 | 115 | 155,537 | 153 | dask | 43 | dask/dataframe/groupby.py | Python | 51 | {
"docstring": "Parallel version of pandas GroupBy.shift\n\n This mimics the pandas version except for the following:\n\n If the grouper does not align with the index then this causes a full\n shuffle. The order of rows within each group may not be preserved.\n\n Parameters\n -----... | https://github.com/dask/dask.git | |
2 | nice_decrease | def nice_decrease(self, pid):
p = psutil.Process(pid)
try:
p.nice(p.nice() - 1)
logger.info('Set nice level of process {} to {} (higher the priority)'.format(pid, p.nice()))
except psutil.AccessDenied:
logger.warning(
'Can not decrease... | 917f01a8306055b21437deac35333dddd1210e39 | 13 | processes.py | 109 | Update formater in the Makefile with flake8 and autopep8/autoflake | 15,339 | 0 | 127 | 63 | 31 | 70,108 | 40 | glances | 12 | glances/processes.py | Python | 9 | {
"docstring": "Decrease nice level\n On UNIX this is a number which usually goes from -20 to 20.\n The higher the nice value, the lower the priority of the process.",
"language": "en",
"n_whitespaces": 41,
"n_words": 28,
"vocab_size": 24
} | https://github.com/nicolargo/glances.git | |
4 | _get_device_count | def _get_device_count(self):
if self._is_plaidml:
self._device_count = self._plaid.device_count
elif IS_MACOS:
self._device_count = metal.get_device_count()
else:
try:
self._device_count = pynvml.nvmlDeviceGetCount()
except... | 444762114c1b1ad2e72c871e825373bd74880aba | 13 | gpu_stats.py | 121 | Initial somewhat working version | 19,777 | 0 | 136 | 70 | 21 | 100,267 | 27 | faceswap | 14 | lib/gpu_stats.py | Python | 11 | {
"docstring": " Detect the number of GPUs attached to the system and allocate to\n :attr:`_device_count`. ",
"language": "en",
"n_whitespaces": 21,
"n_words": 13,
"vocab_size": 11
} | https://github.com/deepfakes/faceswap.git | |
2 | _handle_analyzed_df_message | def _handle_analyzed_df_message(self, type, data):
key, value = data["key"], data["value"]
pair, timeframe, candle_type = key
# Skip any pairs that we don't have in the pairlist?
# leader_pairlist = self._freqtrade.pairlists._whitelist
# if pair not in leader_pairlist:
... | 2b5f0678772bea0abaf4abe93efc55de43ea3e0e | 10 | rpc.py | 169 | Refactoring, minor improvements, data provider improvements | 34,859 | 0 | 180 | 98 | 49 | 150,869 | 67 | freqtrade | 20 | freqtrade/rpc/rpc.py | Python | 10 | {
"docstring": "\n Handles the analyzed dataframes from the Leaders\n\n :param type: The data_type of the data\n :param data: The data\n ",
"language": "en",
"n_whitespaces": 47,
"n_words": 18,
"vocab_size": 13
} | https://github.com/freqtrade/freqtrade.git | |
7 | pdf | def pdf(self, x, *args, **kwds):
# override base class version to correct
# location for S1 parameterization
if self._parameterization() == "S0":
return super().pdf(x, *args, **kwds)
elif self._parameterization() == "S1":
(alpha, beta), delta, gamma = sel... | 3a3727c022a361a0bc8a519ebc60e7de8124a5d9 | 21 | __init__.py | 498 | DOC: stats: add levy_stable pdf/cdf/rvs docstring | 69,756 | 0 | 703 | 330 | 101 | 242,037 | 154 | scipy | 37 | scipy/stats/_levy_stable/__init__.py | Python | 31 | {
"docstring": "Probability density function of the Levy-stable distribution\n\n Parameters\n ----------\n x : array_like\n quantiles\n alpha, beta : array_like\n The shape parameters of the distribution. See the `levy_stable`\n object docstring for more in... | https://github.com/scipy/scipy.git | |
2 | project_columns | def project_columns(self, columns):
if columns == self.columns:
return self
func = copy.deepcopy(self)
func._columns = columns
return func
| b946406a30cd12cd6989df3440011a734441a200 | 8 | core.py | 53 | Add from_map function to Dask-DataFrame (#8911) | 36,647 | 0 | 63 | 32 | 13 | 156,466 | 17 | dask | 7 | dask/dataframe/io/orc/core.py | Python | 6 | {
"docstring": "Return a new ORCFunctionWrapper object with\n a sub-column projection.\n ",
"language": "en",
"n_whitespaces": 23,
"n_words": 9,
"vocab_size": 8
} | https://github.com/dask/dask.git | |
1 | replace_embedding | def replace_embedding(embedding, masks):
# currently we donnot support replace the embedding layer
# because we donnot have the corressponding pruner
return embedding
| 97d067e614243f06ed1f8e2d389512977fff8828 | 6 | compress_modules.py | 20 | Speedup enhancement (#4925) | 24,867 | 0 | 34 | 10 | 17 | 113,257 | 22 | nni | 3 | nni/compression/pytorch/speedup/compress_modules.py | Python | 2 | {
"docstring": "\n Replace the embedding layer according the infered masks.\n We replace the embedding layer according the weight masks,\n ",
"language": "en",
"n_whitespaces": 27,
"n_words": 17,
"vocab_size": 11
} | https://github.com/microsoft/nni.git | |
5 | get_edit_handler | def get_edit_handler(cls):
if hasattr(cls, "edit_handler"):
edit_handler = cls.edit_handler
else:
# construct a TabbedInterface made up of content_panels, promote_panels
# and settings_panels, skipping any which are empty
tabs = []
if cls.content_panels:
... | 470d39e1fe86084f729997f7c4e13f551e7e8c73 | @receiver(setting_changed) | 18 | panels.py | 216 | Split out bind_to(model) into a separate bind_to_model method | 16,572 | 1 | 253 | 118 | 47 | 76,705 | 56 | wagtail | 19 | wagtail/admin/panels.py | Python | 19 | {
"docstring": "\n Get the panel to use in the Wagtail admin when editing this page type.\n ",
"language": "en",
"n_whitespaces": 21,
"n_words": 14,
"vocab_size": 13
} | https://github.com/wagtail/wagtail.git |
4 | descendants_at_distance | def descendants_at_distance(G, source, distance):
if source not in G:
raise nx.NetworkXError(f"The node {source} is not in the graph.")
bfs_generator = nx.bfs_layers(G, source)
for i, layer in enumerate(bfs_generator):
if i == distance:
return set(layer)
return set()
| 4a019f04d0e304ecd2f28b15d854e1282e03461d | 11 | breadth_first_search.py | 96 | Adds ```nx.bfs_layers``` method (#5879)
* reformatted the files
* reformatted the files
* added final changes
* changed descendants_at_distance
* fixed comment in bfs_layers
* fixed comment in bfs_layers | 42,274 | 0 | 75 | 58 | 30 | 177,116 | 35 | networkx | 12 | networkx/algorithms/traversal/breadth_first_search.py | Python | 8 | {
"docstring": "Returns all nodes at a fixed `distance` from `source` in `G`.\n\n Parameters\n ----------\n G : NetworkX graph\n A graph\n source : node in `G`\n distance : the distance of the wanted nodes from `source`\n\n Returns\n -------\n set()\n The descendants of `source` ... | https://github.com/networkx/networkx.git | |
1 | test_unknown_device | def test_unknown_device(self) -> None:
url = "/_synapse/admin/v2/users/%s/devices/unknown_device" % urllib.parse.quote(
self.other_user
)
channel = self.make_request(
"GET",
url,
access_token=self.admin_user_tok,
)
self.a... | c97042f7eef3748e17c90e48a4122389a89c4735 | 10 | test_device.py | 215 | Use literals in place of `HTTPStatus` constants in tests (#13469) | 72,587 | 0 | 258 | 138 | 31 | 249,080 | 50 | synapse | 18 | tests/rest/admin/test_device.py | Python | 26 | {
"docstring": "\n Tests that a lookup for a device that does not exist returns either HTTPStatus.NOT_FOUND or 200.\n ",
"language": "en",
"n_whitespaces": 31,
"n_words": 16,
"vocab_size": 14
} | https://github.com/matrix-org/synapse.git | |
1 | test_get_cache_path | def test_get_cache_path(setup):
assert get_cache_path() == Path(setup.directory, ".spotdl", ".spotipy")
| fa2ad657482aca9dc628e6d7062b8badf2706bb6 | 9 | test_config.py | 39 | v4 init | 5,356 | 0 | 14 | 21 | 8 | 30,157 | 8 | spotify-downloader | 5 | tests/utils/test_config.py | Python | 2 | {
"docstring": "\n Tests if the path to the cache file is correct.\n ",
"language": "en",
"n_whitespaces": 17,
"n_words": 10,
"vocab_size": 9
} | https://github.com/spotDL/spotify-downloader.git | |
2 | _get_cluster_uid | def _get_cluster_uid(self) -> str:
# Default to an environment variable
env_cluster_uid = os.environ.get("PREFECT_KUBERNETES_CLUSTER_UID")
if env_cluster_uid:
return env_cluster_uid
# Read the UID from the cluster namespace
with self.get_client() as client:
... | 9ab65f6480a31ba022d9846fdfbfca1d17da8164 | 11 | kubernetes.py | 91 | Add `PREFECT_KUBERNETES_CLUSTER_UID` to allow bypass of `kube-system` namespace read (#7864)
Co-authored-by: Peyton <44583861+peytonrunyan@users.noreply.github.com> | 11,992 | 0 | 115 | 49 | 29 | 60,149 | 37 | prefect | 14 | src/prefect/infrastructure/kubernetes.py | Python | 21 | {
"docstring": "\n Gets a unique id for the current cluster being used.\n\n There is no real unique identifier for a cluster. However, the `kube-system`\n namespace is immutable and has a persistence UID that we use instead.\n\n PREFECT_KUBERNETES_CLUSTER_UID can be set in cases where the ... | https://github.com/PrefectHQ/prefect.git | |
1 | get_default_mesh | def get_default_mesh(self):
return self._default_mesh
LayoutMap.get.__doc__ = LayoutMap.__getitem__.__doc__
@keras_export("keras.dtensor.experimental.layout_map_scope", v1=[])
@contextlib.contextmanager | 84afc5193d38057e2e2badf9c889ea87d80d8fbf | @keras_export("keras.dtensor.experimental.layout_map_scope", v1=[])
@contextlib.contextmanager | 8 | layout_map.py | 60 | Reformatting the codebase with black.
PiperOrigin-RevId: 450093126 | 80,492 | 1 | 21 | 10 | 10 | 270,593 | 10 | keras | 11 | keras/dtensor/layout_map.py | Python | 2 | {
"docstring": "Return the default `Mesh` set at instance creation.\n\n The `Mesh` can be used to create default replicated `Layout` when there\n isn't a match of the input string query.\n ",
"language": "en",
"n_whitespaces": 49,
"n_words": 28,
"vocab_size": 25
} | https://github.com/keras-team/keras.git |
4 | state | def state(self) -> MediaPlayerState:
if self._tv.on and (self._tv.powerstate == "On" or self._tv.powerstate is None):
return MediaPlayerState.ON
return MediaPlayerState.OFF
| 52b5e1779f1ed6e5005dc0bdff4137040d7216fb | 11 | media_player.py | 68 | Use new media player enums [p] (#78058) | 105,754 | 0 | 50 | 41 | 17 | 306,974 | 18 | core | 8 | homeassistant/components/philips_js/media_player.py | Python | 5 | {
"docstring": "Get the device state. An exception means OFF state.",
"language": "en",
"n_whitespaces": 8,
"n_words": 9,
"vocab_size": 8
} | https://github.com/home-assistant/core.git | |
1 | to_json | def to_json(self, **kwargs):
config = self.get_config()
tokenizer_config = {
"class_name": self.__class__.__name__,
"config": config,
}
return json.dumps(tokenizer_config, **kwargs)
@keras_export("keras.preprocessing.text.tokenizer_from_json") | 84afc5193d38057e2e2badf9c889ea87d80d8fbf | @keras_export("keras.preprocessing.text.tokenizer_from_json") | 10 | text.py | 82 | Reformatting the codebase with black.
PiperOrigin-RevId: 450093126 | 81,467 | 1 | 74 | 42 | 17 | 275,788 | 18 | keras | 11 | keras/preprocessing/text.py | Python | 7 | {
"docstring": "Returns a JSON string containing the tokenizer configuration.\n\n To load a tokenizer from a JSON string, use\n `keras.preprocessing.text.tokenizer_from_json(json_string)`.\n\n Args:\n **kwargs: Additional keyword arguments\n to be passed to `json.dumps()... | https://github.com/keras-team/keras.git |
1 | test_delete_view | def test_delete_view(self):
delete_dict = {"post": "yes"}
delete_url = reverse("admin:admin_views_article_delete", args=(self.a1.pk,))
# add user should not be able to delete articles
self.client.force_login(self.adduser)
response = self.client.get(delete_url)
s... | 9c19aff7c7561e3a82978a272ecdaad40dda5c00 | 14 | tests.py | 624 | Refs #33476 -- Reformatted code with Black. | 52,091 | 0 | 410 | 387 | 71 | 207,766 | 126 | django | 40 | tests/admin_views/tests.py | Python | 36 | {
"docstring": "Delete view should restrict access and actually delete items.",
"language": "en",
"n_whitespaces": 8,
"n_words": 9,
"vocab_size": 9
} | https://github.com/django/django.git | |
4 | tasks_from_url | def tasks_from_url(file_upload_ids, project, request, url):
# process URL with tasks
ctx = ssl.create_default_context()
ctx.check_hostname = False
ctx.verify_mode = ssl.CERT_NONE
try:
filename = url.rsplit('/', 1)[-1]
with urlopen(url, context=ctx) as file: # nosec
... | d8d6a0554bfd263f8ce12ff3ce5a69986edd9bc0 | 15 | uploader.py | 291 | fix: DEV-2361: Fix bandit check in LabelStudio Opensource (#2379) | 42,529 | 0 | 266 | 179 | 62 | 177,869 | 84 | label-studio | 40 | label_studio/data_import/uploader.py | Python | 22 | {
"docstring": " Download file using URL and read tasks from it\n ",
"language": "en",
"n_whitespaces": 13,
"n_words": 9,
"vocab_size": 9
} | https://github.com/heartexlabs/label-studio.git | |
4 | _multi_worker_concat | def _multi_worker_concat(v, strategy):
replicas = strategy.gather(v, axis=0)
# v might not have the same shape on different replicas
if _is_per_replica_instance(v):
shapes = tf.concat(
[
tf.expand_dims(tf.shape(single_value)[0], axis=0)
for single_val... | 84afc5193d38057e2e2badf9c889ea87d80d8fbf | 16 | training.py | 248 | Reformatting the codebase with black.
PiperOrigin-RevId: 450093126 | 80,811 | 0 | 258 | 161 | 62 | 271,583 | 81 | keras | 26 | keras/engine/training.py | Python | 25 | {
"docstring": "Order PerReplica objects for CollectiveAllReduceStrategy and concat.",
"language": "en",
"n_whitespaces": 6,
"n_words": 7,
"vocab_size": 7
} | https://github.com/keras-team/keras.git | |
2 | shape | def shape(source, kind=None):
return FunctionCall(
'shape',
[_printable(source)] +
([_printable(kind)] if kind else [])
)
| 498015021131af4dbb07eb110e5badaba8250c7b | 13 | fnodes.py | 59 | Updated import locations | 47,541 | 0 | 44 | 36 | 14 | 196,041 | 14 | sympy | 5 | sympy/codegen/fnodes.py | Python | 6 | {
"docstring": " Creates an AST node for a function call to Fortran's \"shape(...)\"\n\n Parameters\n ==========\n\n source : Symbol or String\n kind : expr\n\n Examples\n ========\n\n >>> from sympy import fcode\n >>> from sympy.codegen.fnodes import shape\n >>> shp = shape('x')\n >>> f... | https://github.com/sympy/sympy.git | |
3 | test_interactive_annotating_with_drafts | def test_interactive_annotating_with_drafts(business_client, configured_project):
# create project with predefined task set
ml_backend = configured_project.ml_backends.first()
ml_backend.is_interactive = True
ml_backend.save()
users = list(User.objects.all())
task = configured_project.tas... | 4ec4614e5e8b74795ecf8620e414f0340c6b94ef | 18 | test_predictions.py | 448 | fix: DEV-2138: In interactive prediction only current user's draft should be sent (#2233)
* fix: DEV-2138: In interactive prediction only current user's draft should be sent
* Add test to check drafts in interactive prediction
Co-authored-by: hlomzik <hlomzik@gmail.com> | 42,498 | 0 | 326 | 260 | 74 | 177,774 | 97 | label-studio | 43 | label_studio/tests/test_predictions.py | Python | 29 | {
"docstring": "\n Test interactive annotating with drafts\n :param business_client:\n :param configured_project:\n :return:\n ",
"language": "en",
"n_whitespaces": 26,
"n_words": 10,
"vocab_size": 9
} | https://github.com/heartexlabs/label-studio.git | |
2 | _parse_distro_release_file | def _parse_distro_release_file(self, filepath):
# type: (str) -> Dict[str, str]
try:
with open(filepath) as fp:
# Only parse the first line. For instance, on SLES there
# are multiple lines. We don't want them...
return self._parse_dis... | f3166e673fe8d40277b804d35d77dcdb760fc3b3 | 13 | distro.py | 74 | 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... | 3,218 | 0 | 185 | 39 | 51 | 20,072 | 57 | pipenv | 9 | pipenv/patched/notpip/_vendor/distro.py | Python | 6 | {
"docstring": "\n Parse a distro release file.\n\n Parameters:\n\n * filepath: Path name of the distro release file.\n\n Returns:\n A dictionary containing all information items.\n ",
"language": "en",
"n_whitespaces": 69,
"n_words": 22,
"vocab_size": 19
} | https://github.com/pypa/pipenv.git | |
5 | save_hyperparameters | def save_hyperparameters(self, ignore=[]):
frame = inspect.currentframe().f_back
_, _, _, local_vars = inspect.getargvalues(frame)
self.hparams = {k:v for k, v in local_vars.items()
if k not in set(ignore+['self']) and not k.startswith('_')}
for k, v in s... | 19aba1f059efad45e1466d47954b2cf54d45b106 | 15 | mxnet.py | 150 | simplify d2l lib | 74,148 | 0 | 105 | 94 | 25 | 253,601 | 36 | d2l-en | 17 | d2l/mxnet.py | Python | 7 | {
"docstring": "Save function arguments into class attributes.\n\n Defined in :numref:`sec_utils`",
"language": "en",
"n_whitespaces": 15,
"n_words": 9,
"vocab_size": 9
} | https://github.com/d2l-ai/d2l-en.git | |
1 | test_str_structvalue | def test_str_structvalue(self):
block = SectionBlock()
value = block.to_python({"title": "Hello", "body": "<i>italic</i> world"})
result = str(value)
self.assertNotIn("<h1>", result)
# The expected rendering should correspond to the native representation of an OrderedDic... | d10f15e55806c6944827d801cd9c2d53f5da4186 | 11 | test_blocks.py | 123 | Reformat with black | 16,224 | 0 | 132 | 65 | 48 | 74,148 | 55 | wagtail | 10 | wagtail/core/tests/test_blocks.py | Python | 8 | {
"docstring": "\n The str() representation of a StructValue should NOT render the template, as that's liable\n to cause an infinite loop if any debugging / logging code attempts to log the fact that\n it rendered a template with this object in the context:\n https://github.com/wagtail/wag... | https://github.com/wagtail/wagtail.git | |
2 | revert | def revert(self):
if self._backup:
self.set_state(self._backup)
self._backup = None
| b3587b52b25077f68116b9852b041d33e7fc6601 | 10 | flow.py | 42 | make it black! | 73,697 | 0 | 44 | 24 | 8 | 251,362 | 8 | mitmproxy | 4 | mitmproxy/flow.py | Python | 4 | {
"docstring": "\n Revert to the last backed up state.\n ",
"language": "en",
"n_whitespaces": 22,
"n_words": 7,
"vocab_size": 7
} | https://github.com/mitmproxy/mitmproxy.git | |
1 | test_fetch_period_api_with_no_timestamp | async def test_fetch_period_api_with_no_timestamp(recorder_mock, hass, hass_client):
await async_setup_component(hass, "history", {})
client = await hass_client()
response = await client.get("/api/history/period")
assert response.status == HTTPStatus.OK
| 31a787558fd312331b55e5c2c4b33341fc3601fc | 10 | test_init.py | 75 | Ensure recorder test fixture is setup before hass fixture (#80528)
* Ensure recorder test fixture is setup before hass fixture
* Adjust more tests | 88,517 | 0 | 36 | 43 | 18 | 289,375 | 21 | core | 11 | tests/components/history/test_init.py | Python | 5 | {
"docstring": "Test the fetch period view for history with no timestamp.",
"language": "en",
"n_whitespaces": 9,
"n_words": 10,
"vocab_size": 10
} | https://github.com/home-assistant/core.git | |
3 | test_print_info_with_numpy | def test_print_info_with_numpy(self, do_validation):
model = keras.models.Sequential(
[keras.layers.Dense(1, input_shape=(2,))]
)
model.compile(loss="mse", optimizer="sgd")
dataset = np.arange(200).reshape(100, 2)
if do_validation:
val_data = (... | 84afc5193d38057e2e2badf9c889ea87d80d8fbf | 14 | training_arrays_test.py | 280 | Reformatting the codebase with black.
PiperOrigin-RevId: 450093126 | 80,835 | 0 | 254 | 175 | 43 | 271,626 | 55 | keras | 35 | keras/engine/training_arrays_test.py | Python | 21 | {
"docstring": "Print training info should work with val datasets (b/133391839).",
"language": "en",
"n_whitespaces": 8,
"n_words": 9,
"vocab_size": 9
} | https://github.com/keras-team/keras.git | |
1 | q_mean_variance | def q_mean_variance(self, x_start, t):
mean = (extract_into_tensor(self.sqrt_alphas_cumprod, t, x_start.shape) * x_start)
variance = extract_into_tensor(1.0 - self.alphas_cumprod, t, x_start.shape)
log_variance = extract_into_tensor(self.log_one_minus_alphas_cumprod, t, x_start.shape)
... | ca86da3a30c4e080d4db8c25fca73de843663cb4 | 11 | ddpm.py | 94 | release more models | 36,898 | 0 | 62 | 66 | 20 | 157,317 | 27 | stablediffusion | 12 | ldm/models/diffusion/ddpm.py | Python | 5 | {
"docstring": "\n Get the distribution q(x_t | x_0).\n :param x_start: the [N x C x ...] tensor of noiseless inputs.\n :param t: the number of diffusion steps (minus 1). Here, 0 means one step.\n :return: A tuple (mean, variance, log_variance), all of x_start's shape.\n ",
"langu... | https://github.com/Stability-AI/stablediffusion.git | |
3 | getpalette | def getpalette(self, rawmode="RGB"):
self.load()
try:
mode = self.im.getpalettemode()
except ValueError:
return None # no palette
if rawmode is None:
rawmode = mode
return list(self.im.getpalette(mode, rawmode))
| 6be87277f71948bc7e4b945c46660cac3e5ce919 | 11 | Image.py | 91 | Allow rawmode None to return the palette in the current mode | 69,846 | 0 | 101 | 53 | 21 | 242,362 | 25 | Pillow | 9 | src/PIL/Image.py | Python | 9 | {
"docstring": "\n Returns the image palette as a list.\n\n :param rawmode: The mode in which to return the palette. ``None`` will\n return the palette in its current mode.\n :returns: A list of color values [r, g, b, ...], or None if the\n image has no palette.\n ",
... | https://github.com/python-pillow/Pillow.git | |
1 | test_get_mutable_invalid_value | def test_get_mutable_invalid_value(self, conf):
option = 'keyhint.blacklist'
obj = conf.get_mutable_obj(option)
assert obj == []
obj.append(42)
with pytest.raises(configexc.ValidationError):
conf.update_mutables()
obj = conf.get_mutable_obj(option)
... | 8eecf3af83fc9a4e465744a83e86856fe1c6df10 | 10 | test_config.py | 101 | config: Discard prior mutables before applying
If we only clear existing mutables *after* applying, we get into an
inconsistent state if there was an error in one of the config values:
The improper value lingers around in self._mutables, and then gets
returned when get_mutable_obj() (or update_mutables()) gets called... | 117,490 | 0 | 91 | 58 | 15 | 321,036 | 24 | qutebrowser | 12 | tests/unit/config/test_config.py | Python | 9 | {
"docstring": "Make sure invalid values aren't stored in mutables.",
"language": "en",
"n_whitespaces": 7,
"n_words": 8,
"vocab_size": 8
} | https://github.com/qutebrowser/qutebrowser.git | |
2 | keras_model_summary | def keras_model_summary(name, data, step=None):
summary_metadata = tf.compat.v1.SummaryMetadata()
# Hard coding a plugin name. Please refer to go/tb-plugin-name-hardcode for
# the rationale.
summary_metadata.plugin_data.plugin_name = "graph_keras_model"
# version number = 1
summary_metadata... | 3613c3defc39c236fb1592c4f7ba1a9cc887343a | @keras_export("keras.callbacks.TensorBoard", v1=[]) | 14 | callbacks.py | 239 | Remove pylint comments.
PiperOrigin-RevId: 452353044 | 82,645 | 1 | 215 | 133 | 71 | 278,640 | 87 | keras | 31 | keras/callbacks.py | Python | 19 | {
"docstring": "Writes a Keras model as JSON to as a Summary.\n\n Writing the Keras model configuration allows the TensorBoard graph plugin to\n render a conceptual graph, as opposed to graph of ops. In case the model\n fails to serialize as JSON, it ignores and returns False.\n\n Args:\n name: A nam... | https://github.com/keras-team/keras.git |
10 | _update_counters | def _update_counters(self, ti_status, session=None):
tis_to_be_scheduled = []
refreshed_tis = []
TI = TaskInstance
filter_for_tis = TI.filter_for_tis(list(ti_status.running.values()))
if filter_for_tis is not None:
refreshed_tis = session.query(TI).filter(fi... | 6fc6edf6af7f676bfa54ff3a2e6e6d2edb938f2e | 14 | backfill_job.py | 578 | Make `airflow dags test` be able to execute Mapped Tasks (#21210)
* Make `airflow dags test` be able to execute Mapped Tasks
In order to do this there were two steps required:
- The BackfillJob needs to know about mapped tasks, both to expand them,
and in order to update it's TI tracking
- The DebugExecutor ... | 8,254 | 0 | 1,009 | 350 | 148 | 44,415 | 279 | airflow | 43 | airflow/jobs/backfill_job.py | Python | 47 | {
"docstring": "\n Updates the counters per state of the tasks that were running. Can re-add\n to tasks to run in case required.\n\n :param ti_status: the internal status of the backfill job tasks\n ",
"language": "en",
"n_whitespaces": 59,
"n_words": 30,
"vocab_size": 23
} | https://github.com/apache/airflow.git | |
1 | user_config_dir | def user_config_dir(self) -> str:
return self._append_app_name_and_version(os.path.expanduser("~/Library/Preferences/"))
| f3166e673fe8d40277b804d35d77dcdb760fc3b3 | 10 | macos.py | 40 | 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... | 3,275 | 0 | 20 | 22 | 6 | 20,223 | 6 | pipenv | 7 | pipenv/patched/notpip/_vendor/platformdirs/macos.py | Python | 3 | {
"docstring": ":return: config directory tied to the user, e.g. ``~/Library/Preferences/$appname/$version``",
"language": "en",
"n_whitespaces": 8,
"n_words": 9,
"vocab_size": 9
} | https://github.com/pypa/pipenv.git | |
6 | future_sle_exists | def future_sle_exists(args, sl_entries=None):
key = (args.voucher_type, args.voucher_no)
if validate_future_sle_not_exists(args, key, sl_entries):
return False
elif get_cached_data(args, key):
return True
if not sl_entries:
sl_entries = get_sle_entries_against_voucher(args)
if not sl_entries:
return
... | 494bd9ef78313436f0424b918f200dab8fc7c20b | 13 | stock_controller.py | 190 | style: format code with black | 13,986 | 0 | 31 | 123 | 41 | 65,680 | 52 | erpnext | 25 | erpnext/controllers/stock_controller.py | Python | 32 | {
"docstring": "\n\t\tselect item_code, warehouse, count(name) as total_row\n\t\tfrom `tabStock Ledger Entry` force index (item_warehouse)\n\t\twhere\n\t\t\t({})\n\t\t\tand timestamp(posting_date, posting_time)\n\t\t\t\t>= timestamp(%(posting_date)s, %(posting_time)s)\n\t\t\tand voucher_no != %(voucher_no)s\n\t\t\tan... | https://github.com/frappe/erpnext.git | |
8 | normalize_histogram_results | def normalize_histogram_results(fields, histogram_params, results):
# zerofill and rename the columns while making sure to adjust for precision
bucket_maps = {field: {} for field in fields}
# Only one row in metrics result
data = results["data"][0]
for field in fields:
histogram_column... | 6307cf52c4c7f185f9023c6279e565dd7812c202 | 15 | metrics_performance.py | 249 | feat(mep): Adding histogram support to metrics enhanced perf (#34462)
- This uses the metrics dataset to supply histogram data in the same
format discover expects
- Outlier is currently based on p25 and p75, may change to using tags
later | 18,673 | 0 | 269 | 157 | 69 | 90,529 | 107 | sentry | 25 | src/sentry/snuba/metrics_performance.py | Python | 19 | {
"docstring": "\n Normalizes the histogram results by renaming the columns to key and bin\n and make sure to zerofill any missing values.\n\n :param [str] fields: The list of fields for which you want to generate the\n histograms for.\n :param str key_column: The column of the key name.\n :para... | https://github.com/getsentry/sentry.git | |
5 | inplace_swap_column | def inplace_swap_column(X, m, n):
if m < 0:
m += X.shape[1]
if n < 0:
n += X.shape[1]
if isinstance(X, sp.csc_matrix):
inplace_swap_row_csr(X, m, n)
elif isinstance(X, sp.csr_matrix):
inplace_swap_row_csc(X, m, n)
else:
_raise_typeerror(X)
| a2c4d8b1f4471f52a4fcf1026f495e637a472568 | 10 | sparsefuncs.py | 120 | DOC Ensures that inplace_swap_column passes numpydoc validation (#23476)
Co-authored-by: Thomas J. Fan <thomasjpfan@gmail.com>
Co-authored-by: harshit5674 <harshit@Harshits-MacBook-Air.local> | 76,051 | 0 | 85 | 78 | 20 | 260,053 | 32 | scikit-learn | 12 | sklearn/utils/sparsefuncs.py | Python | 11 | {
"docstring": "\n Swap two columns of a CSC/CSR matrix in-place.\n\n Parameters\n ----------\n X : sparse matrix of shape (n_samples, n_features)\n Matrix whose two columns are to be swapped. It should be of\n CSR or CSC format.\n\n m : int\n Index of the column of X to be swapped... | https://github.com/scikit-learn/scikit-learn.git | |
1 | map | def map(self, mapper):
mapped = self._values.map(mapper)
return Index(mapped, name=self.name)
| 521259299f7829da667ba39302ec77acedde9e5e | 9 | category.py | 47 | DOC: Improve doc summaries in series.rst (#45237) | 39,400 | 0 | 30 | 29 | 9 | 163,192 | 9 | pandas | 7 | pandas/core/indexes/category.py | Python | 3 | {
"docstring": "\n Map values using input an input mapping or function.\n\n Maps the values (their categories, not the codes) of the index to new\n categories. If the mapping correspondence is one-to-one the result is a\n :class:`~pandas.CategoricalIndex` which has the same order property ... | https://github.com/pandas-dev/pandas.git | |
4 | get_original_fromname_by_regex | def get_original_fromname_by_regex(config_string, fromname):
c = parse_config(config_string)
for control in c:
item = c[control].get('regex', {})
expression = control
for key in item:
expression = expression.replace(key, item[key])
pattern = re.compile(expression... | 583b3cb3b03a36a30b3ce9fe96eb4fb28548a070 | 13 | label_config.py | 123 | fix: DEV-1462: Fix changing label config for repeater tag (#2725)
* fix: DEV-1462: Fix changing label config for repeater tag with created annotations | 42,571 | 0 | 113 | 77 | 26 | 178,013 | 37 | label-studio | 16 | label_studio/core/label_config.py | Python | 12 | {
"docstring": "\n Get from_name from config on from_name key from data after applying regex search or original fromname\n ",
"language": "en",
"n_whitespaces": 23,
"n_words": 16,
"vocab_size": 14
} | https://github.com/heartexlabs/label-studio.git |
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