content stringlengths 22 815k | id int64 0 4.91M |
|---|---|
def password_validate(password):
"""It validates password using regular expression
:param password: contains the users password
:returns: Boolean
:raises: ValidationError
"""
if re.match(
r"^(?=.*[a-z])(?=.*[A-Z])(?=.*\d)(?=.*[@$!%*?&])[A-Za-z\d@$!%*?&]{8,}$",
password,
):
... | 40,700 |
def get_emr_cluster_status(cluster_id: str, detail: bool = False):
"""
Provides cluster-level details including status, cluster_id, cluster_name and so on.
Args:
cluster_id: string, EMR cluster id
detail: bool, provided additional detail about cluster like ec2 attributes
Returns:
... | 40,701 |
def main():
"""\
Performs a natural sort on entries given on the command-line.
A natural sort sorts numerically then alphabetically, and will sort
by numbers in the middle of an entry.
>>> import sys
>>> sys.argv[1:] = ['num-2', 'num-6', 'num-1']
>>> main()
num-6
... | 40,702 |
def get_keypair() -> KeyPairInfo:
"""Returns current keypair (ec2.KeyPairInfo)
https://boto3.readthedocs.io/en/latest/reference/services/ec2.html#keypairinfo
"""
return get_keypair_dict()[get_keypair_name()] | 40,703 |
def char_vectorizer(char,
custom_alphabet=False):
"""
Vectorize given nucleotide character. Convert to uppercase before
vectorizing.
>>> char_vectorizer("C")
[0, 1, 0, 0]
>>> char_vectorizer("g")
[0, 0, 1, 0]
>>> char_vectorizer("M", ['E', 'H', 'I', 'M', 'S'])
[0... | 40,704 |
def test_6(p, d):
"""
Checks results against different version of the quadratic gradient
using for loop.
"""
lambda_1 = 1
lambda_2 = 10
store_A = np.zeros((p, d, d))
store_x0 = np.zeros((p, d))
store_rotation = np.zeros((p, d, d))
for i in range(p):
diag_vals = np.zeros(d... | 40,705 |
def test_get_validator_ambiguous_parameter_pandas_engine(
data_context_with_datasource_pandas_engine, test_df_pandas
):
"""
What does this test and why?
get_batch_list() requires batch_request to be passed in a named parameter. This test passes in a batch_request
as an unnamed parameter, which will... | 40,706 |
def orbit_from_name(name):
"""Return :py:class:`~poliastro.twobody.orbit.Orbit` given a name.
Retrieve info from JPL DASTCOM5 database.
Parameters
----------
name : str
NEO name.
Returns
-------
orbit : list (~poliastro.twobody.orbit.Orbit)
NEO orbits.
"""
rec... | 40,707 |
def make_snowflake(timestamp_ms, datacenter_id, worker_id, sequence_id, twepoch=twepoch):
"""generate a twitter-snowflake id, based on
https://github.com/twitter/snowflake/blob/master/src/main/scala/com/twitter/service/snowflake/IdWorker.scala
:param: timestamp_ms time since UNIX epoch in milliseconds"""
... | 40,708 |
def compute_committee(indices: Sequence[ValidatorIndex],
seed: Bytes32,
index: uint64,
count: uint64) -> Sequence[ValidatorIndex]:
"""
Return the committee corresponding to ``indices``, ``seed``, ``index``, and committee ``count``.
"""
st... | 40,709 |
def get_default_graph():
""" Setting graphviz graph global options """
graph = Digraph('AWS', engine='dot')
graph.body.append('splines=line')
graph.body.append('rankdir=LR')
graph.body.append('outputorder=edgesfirst')
graph.node_attr.update(shape='rectangle', style='filled', color='black')
r... | 40,710 |
def GetJson(data):
"""
将对象转换为JSON
@data 被转换的对象(dict/list/str/int...)
"""
from json import dumps
if data == bytes: data = data.decode('utf-8')
return dumps(data) | 40,711 |
def ribofy_phasing ():
"""
"""
parser = argparse.ArgumentParser(description='get phasing')
parser.add_argument("--bam", dest='bam', required=True, nargs="+", help="Bam file - sorted and indexed")
parser.add_argument("--orfs", dest='orfs', required=True, help="orfs - generated by get_ORFs.py")... | 40,712 |
def binary_tail(n: int) -> int:
""" The last 1 digit and the following 0s of a binary representation, as a number """
return ((n ^ (n - 1)) + 1) >> 1 | 40,713 |
def time_left(expire_date):
"""Return remaining days before feature expiration or 0 if expired."""
today_dt = datetime.today()
expire_dt = datetime.strptime(expire_date, "%d-%b-%Y")
# Calculate remaining days before expiration
days_left_td = expire_dt - today_dt
days_left = days_left_td.day... | 40,714 |
def run_intersect_default(cli_args):
"""
Run intersection benchmark using default search.
"""
print("Benchmark: intersect, assume_sorted=False")
plot_intersect_benchmark(assume_sorted=False, n_average=cli_args.n)
print("Benchmark: intersect, assume_sorted=True")
plot_intersect_benchmark(ass... | 40,715 |
def set_random_state(seed=1234567) :
"""seed : {None, int, array_like} Can be any integer between 0 and 2**32 - 1"""
#return np.random.RandomState(seed)
np.random.seed(seed) | 40,716 |
def load_config():
"""
importer_config.yaml must be in the current working directory
"""
with open(_PATH) as fd:
config = yaml.safe_load(fd)
# Remove trailing slashes from URLs
config['kbase_endpoint'] = config['kbase_endpoint'].strip('/')
return config | 40,717 |
def start(connected, n_ai_players):
"""Starts the game with the given number of ai players and a list of connected players"""
if n_ai_players < 0 or n_ai_players != int(n_ai_players):
raise ValueError("n_ai_players must be a positive integer!")
if len(cards) // (n_ai_players + len(connected)) < ... | 40,718 |
def get_package_version():
"""Return the Review Board version as a Python package version string.
Returns:
unicode:
The Review Board package version.
"""
version = '%s.%s' % (VERSION[0], VERSION[1])
if VERSION[2] or VERSION[3]:
version = '%s.%s' % (version, VERSION[2])
... | 40,719 |
def create_state_representation(
name: str, state_space: StateSpace
) -> StateRepresentation:
"""Factory function for state representations
Returns:
Representation:
"""
# TODO: test
if name == 'default':
return DefaultStateRepresentation(state_space)
if name == 'no_overlap... | 40,720 |
def compressed_image(
in_file: Union[str, Path], out_file: Union[str, Path] = None, ratio: float = 0.9
):
"""
说明：
压缩图片
参数：
:param in_file: 被压缩的文件路径
:param out_file: 压缩后输出的文件路径
:param ratio: 压缩率，宽高 * 压缩率
"""
in_file = IMAGE_PATH / in_file if isinstance(in_file, str... | 40,721 |
def fit(x, y, sigy=None, error=False):
""" Perform a linear fit on a range of x and y values.
This function fits a set of data points x, y with individual standard
deviations sigy for the y values to a straight line y = a + bx by
minimizing chi-square.
If the 'error' parameter is False the functio... | 40,722 |
def eval_metrics_offline(cfg,
pred_folder,
palette,
metrics=['mFscoreCD', 'mFscore']
):
"""Calculate evaluation metrics from offline GT and prediction images, maily use the evaluate of dataset class
Args:
... | 40,723 |
def zero_pad_and_crop(img, amount=4):
"""Zero pad by `amount` zero pixels on each side then take a random crop.
Args:
img: numpy image that will be zero padded and cropped.
amount: amount of zeros to pad `img` with horizontally and verically.
Returns:
The cropped zero padded img. The returned numpy ... | 40,724 |
def video_id(video_id_or_url):
"""
Returns video id from given video id or url
Parameters:
-----------
video_id_or_url: str - either a video id or url
Returns:
--------
the video id
"""
if 'watch?v=' in video_id_or_url:
return video_id_or_url.split('watch?v=')[1]
e... | 40,725 |
def check_permission(resource: Resource, permission_name: str) -> dict:
"""
Check if requester has sufficient permissions to do something on specific resource.
Raises if not.
"""
base_permission_policy = resource.get_guest_authorization()
if (authorization_header := resource.request.headers.get... | 40,726 |
def finish(id):
"""Mark a SurveyResponse as finished
Args:
id (int): primary key of the surveyresponse to be returned
"""
resp = SurveyResponse.get(SurveyResponse.id == id)
error_msg = "Response ID {0} is missing field {1}; can't mark as finished"
# If we are missing any mandatory fie... | 40,727 |
def makePalRecordsConsistent(pal_records, low_frequency, high_frequency,
user_id, fcc_channel_id="1",
start_date=None, end_date=None):
"""Make Pal object consistent with the inputs
Args:
pal_records: (list) A list of PAL Records in the form of dicti... | 40,728 |
def read_config():
"""Read from rotest.yml config elrados segment."""
config_path = search_config_file()
if config_path is not None:
with open(config_path, "r") as config_file:
configuration_content = config_file.read()
yaml_configuration = yaml.load(configuration_content)
... | 40,729 |
def cast_to_str(some_value: typing.Any, from_type: typing.Any) -> typing.Any:
"""Just helper for creating suitable test assets."""
if from_type == bytes:
return some_value.decode()
return str(some_value) | 40,730 |
def main(ini):
""" Pull in configurations, main control function """
global the_silence
global cache_overwrite
global to_verify
global tolerance
global interval
global show_load
config = configparser.ConfigParser()
try:
config.read(ini_file)
sections=config.... | 40,731 |
def downsample_by_group(df,min_distance=1.,message_callback=print):
"""Group and down-sample a DataFrame of xrsd records.
Parameters
----------
df : pandas.DataFrame
dataframe containing xrsd samples
min_distance : float
the minimum allowed nearest-neighbor distance
... | 40,732 |
def plot_flux_profiles(data,
filename='out.html',
min_max=None,
colors=None, **kwargs):
"""
:param data: pd.DataFrame
:param filename: string
:param min_max: tfa min/max output
:return:
"""
# output to static HTML file
... | 40,733 |
def get_pure_ratings(
ratings: Union[str, pd.Series, pd.DataFrame]
) -> Union[str, pd.Series, pd.DataFrame]:
"""Removes rating watches/outlooks.
Parameters
----------
ratings : str, pd.Series, or pd.DataFrame
Rating may contain watch, such as `AA- *+`, `BBB+ (CwNegative)`.
Outlook/w... | 40,734 |
def clean_alignment(path, cache):
"""
Deletes the files generated by Mafft when called using build_alignment
Args:
path (str): The file path to the alignment file
cache (Boolean): If true, the alignment file is kept. If false, the alignment
file is also deleted
"""
filename =... | 40,735 |
def export_grid(outname,resh,ignore=[255,0]):
"""[Exports given grid to a point cloud]
Args:
outname ([str]): [Output file name]
resh ([np.array]): [3D Volume in grid representation]
ignore (list, optional): [values to ignore]. Defaults to [255,0].
Returns:
Grid as a point c... | 40,736 |
def test_angle_format_conversions(maxn=5):
"""Tests min_to_vqsd and vqsd_to_min functions in runVQSD."""
for n in range(2, maxn + 1):
params = np.array((n // 2)
* [[[.1, .2, .3], [1, .2, .3],
[.3, .2, 1], [.4, .2, .1]]]
)
... | 40,737 |
def trainGenerator(
batch_size,
train_path,
image_folder,
mask_folder,
aug_dict,
image_color_mode="grayscale",
mask_color_mode="grayscale",
image_save_prefix="image",
mask_save_prefix="mask",
flag_multi_class=False,
num_class=2,
save_to_dir=None,
target_size=(512, 512... | 40,738 |
def sum_errors(dic):
"""Helper function to sum up number of failed jobs per host.
Assumes that dic is in the form
:param dict dic: {"error_code1":count1, "error_code2":count2, etc.}
:return int: Sum of all values in dic
"""
return sum(value for key, value in dic.iteritems()) | 40,739 |
def checkFriends(new_user, usernameOfFriend):
""" Check if users are friends or not"""
# Check if users are friends first
viewF = viewFriends(new_user, usernameOfFriend)
# Check if users have any pending requests
viewP = searchPendingRequests(new_user, usernameOfFriend)
# Logic
if viewF:
... | 40,740 |
def update(instance, **data):
"""Update instance with data directly by using ``update()``
skipping calling ``save()`` method.
Usage: ``instance = update(instance, some_field=some_value)``
"""
instance.__class__.objects.filter(pk=instance.pk).update(**data)
return refresh(instance) | 40,741 |
def cast_distance_matrix_to_optimal_integer_type(D_X):
"""
Cast distance matrix to smallest signed integer type, sufficient
to hold all its distances.
Parameters
-----------
D_X: np.array (|X|×|X|)
Distance matrix of a compact metric space X with integer
distances.
Returns
... | 40,742 |
def getObject(name):
"""Get reference to single Rhino object, checking for failure"""
rc, obRef = Rhino.Input.RhinoGet.GetOneObject("Select " + name, True, Rhino.DocObjects.ObjectType.AnyObject)
if rc != Rhino.Commands.Result.Success or not obRef : raise NameError(rc)
return obRef | 40,743 |
def get_falsecolor(input):
"""
picks false color bands from the 12 Sentinel bands (for visual interpretation of vegetation)
:param input: 12-band image tensor
:return: 3-band NIR-RED-GREEN tensor
"""
rgb_band_idxs = [bands.index(b) for b in ["S2B8", "S2B4", "S2B3"]]
return input[rgb_band_idx... | 40,744 |
def display_local_output(filename, output):
"""
Tell user where the local output will be
"""
message = "" \
"----------------------------------------------------\n" \
"* OUTPUT \n"
bigquery_message = "" \
"*... | 40,745 |
def migrate_files(homepath):
"""
Prepare ini file and SQL DB for new homepath.
:param homepath: Path to data directory.
:type homepath: str
"""
files = ("bbarchivist.ini", "bbarchivist.db")
for file in files:
oldfile = os.path.join(os.path.expanduser("~"), file)
newfile = os... | 40,746 |
def CUnescape(text):
"""Unescape a text string with C-style escape sequences to UTF-8 bytes."""
def ReplaceHex(m):
# Only replace the match if the number of leading back slashes is odd. i.e.
# the slash itself is not escaped.
if len(m.group(1)) & 1:
return m.group(1) + 'x0' + m.group(2)
retur... | 40,747 |
def apply_bin_op(left, right, op):
"""
Finds binary expression class suitable for combination of left and right
expressions depending on whether their output is scalar or vector and
creates instance of this expression with specified operation.
"""
exr_class = BIN_EXPR_CLASSES.get(
(left.... | 40,748 |
def grafico_corrente(R, C, L, Vf, Vi, tempo, tipo, Sobre=[0, 0], Ii=0):
"""
Plota um grafico interatico depois de passado os valores das variaveis.
:param R: Valor do Resistor.
:param C: Valor do Capacitor.
:param L: Valor do Indutor.
:param Vf: Valor da Tensão na fonte, durante o... | 40,749 |
def create_module(dotted_name=None, filename=None, *, update_parent=True):
"""Create a new blank module at run time, insert it into `sys.modules`, and return it.
This is a utility function that closely emulates what Python's standard
importer does. It fills in some attributes of the module, and inserts the... | 40,750 |
def async_listen_platform(
hass: core.HomeAssistant,
component: str,
callback: Callable[[str, dict[str, Any] | None], Any],
) -> None:
"""Register a platform loader listener.
This method must be run in the event loop.
"""
service = EVENT_LOAD_PLATFORM.format(component)
job = core.HassJo... | 40,751 |
def pre_filter(image):
"""Apply morphological filter"""
return cv2.morphologyEx(image, cv2.MORPH_OPEN, np.ones((3, 3))) | 40,752 |
def build_corpus(docs: DocumentSet, *, remove_words=None, min_word_length=3,
min_docs=5, max_docs_ratio=0.75, max_tokens=5000,
replace_words=None, custom_bigrams=None, ngram_threshold=None
) -> Corpus:
""" Build a `Corpus` object.
This function takes the words... | 40,753 |
def _Data_to_bytes(data: Data) -> bytes:
"""
Cast websockets.typing.Data to bytes.
Parameters
----------
data : str | bytes
Returns
-------
bytes
Either casted string or original bytes.
"""
return data.encode() if isinstance(data, str) else data | 40,754 |
def run_pairs(genotype_df, variant_df, phenotype1_df, phenotype2_df, phenotype_pos_df,
covariates1_df=None, covariates2_df=None, p1=1e-4, p2=1e-4, p12=1e-5, mode='beta',
maf_threshold=0, window=1000000, batch_size=10000, logger=None, verbose=True):
"""Compute COLOC for all phenotype pair... | 40,755 |
def main(local_argv):
"""
local_argv is the argument list, progrom name is first arugment
this function prints the fibonacci list calcuated by the command line argument n
"""
if len(local_argv) != 2:
print("must add one and only one command argument, , exit ")
return
... | 40,756 |
def alternate(*iterables):
"""
[a[0], b[0], ... , a[1], b[1], ..., a[n], b[n] ...]
>>> alternate([1,4], [2,5], [3,6])
[1, 2, 3, 4, 5, 6]
"""
items = []
for tup in zip(*iterables):
items.extend([item for item in tup])
return items | 40,757 |
def softmax(x, axis=-1, t=-100.):
"""
Softmax operation
Args:
x (numpy.array): input X
axis (int): axis for sum
Return:
**softmax** (numpy.array) - softmax(X)
"""
x = x - np.max(x)
if np.min(x) < t:
x = x/np.min(x)*t
e_x = np.exp(x)
return e_x / e_x.sum(axis, keepdims=True) | 40,758 |
def format_params_in_str_format(format_string):
"""
Get the "parameter" indices/names of the format_string
Args:
format_string: A format string (i.e. a string with {...} to mark parameter placement and formatting
Returns:
A list of parameter indices used in the format string, in the or... | 40,759 |
def AMO(df, M1=5, M2=10):
"""
成交金额
:param M1:
:param M2:
:return:
"""
AMOUNT = df['amount']
AMOW = AMOUNT / 10000.0
AMO1 = MA(AMOW, M1)
AMO2 = MA(AMOW, M2)
return pd.DataFrame({
'AMOW': AMOW, 'AMO1': AMO1, 'AMO2': AMO2
}) | 40,760 |
def test_try_minus():
"""
@bors try-
"""
author = "jack"
body = "@bors try-"
commands = parse_issue_comment(author, body, commit, "bors")
assert len(commands) == 1
command = commands[0]
assert command.action == 'untry' | 40,761 |
def tex_initial_states(data):
"""Initial states are texed."""
initial_state = []
initial_state = [''.join(["\lstick{\ket{", str(data['init'][row]),"}}"]) for row in range(len(data['init']))]
return data, initial_state | 40,762 |
def get_upgraded_dependencies_count(repo_path, django_dependency_sheet) -> tuple:
"""
Entry point to read, parse and calculate django dependencies
@param repo_path: path for repo which we are calculating django deps
@param django_dependency_sheet: csv which contains latest status of django deps
@ret... | 40,763 |
def first_order_gauge_action_matrix_for_prep(prep_superket_vec, target_sslbls, model_state_space,
elemgen_gauge_basis, elemgen_row_basis):
"""
Returns a matrix for computing the *offset* of a given gate's error generator due to a local gauge action.
Note: cliffor... | 40,764 |
def FanOut(num):
"""Layer construction function for a fan-out layer."""
init_fun = lambda rng, input_shape: ([input_shape] * num, ())
apply_fun = lambda params, inputs, **kwargs: [inputs] * num
return init_fun, apply_fun | 40,765 |
def is_online(url="http://detectportal.firefox.com", expected=b"success\n"):
"""
Checks if the user is able to reach a selected hostname.
:param hostname: The hostname to test against.
Default is packages.linuxmint.com.
:returns: True if able to connect or False otherwise.
"""
try:
... | 40,766 |
def get_Data_temblor():
"""Shows basic usage of the Sheets API.
Creates a Sheets API service object and prints the names and majors of
students in a sample spreadsheet:
https://docs.google.com/spreadsheets/d/1BxiMVs0XRA5nFMdKvBdBZjgmUUqptlbs74OgvE2upms/edit
"""
credentials = get_credentials()
... | 40,767 |
def triplet_loss(y_true, y_pred, alpha = 0.2):
"""
Implementation of the triplet loss as defined by formula (3)
Arguments:
y_true -- true labels, required when you define a loss in Keras, you don't need it in this function.
y_pred -- python list containing three objects:
anch... | 40,768 |
def node_from_dict(node_dict):
"""Create a new node from its ``node_dict``.
This is effectively a shorthand for choosing the correct node class and
then calling its ``from_dict`` method.
Args:
node_dict (dict): dict-representation of the node.
Returns:
New schema node with the spe... | 40,769 |
def test_noise_estimates_removal():
"""Check noise estimation and noise removal using xarray and brute force using numpy.
"""
# Noise estimation via EchoData method =========
# Unpack data and convert to .nc file
tmp = ConvertEK60(ek60_raw_path)
tmp.raw2nc()
# Read .nc file into an EchoDat... | 40,770 |
def _get_activation(upsample_activation):
"""get activation"""
nonlinear = getattr(nn, upsample_activation)
return nonlinear | 40,771 |
def computeSensitivity(P, W):
"""
The function at hand computes the sensitivity of each point using a reduction from L_\infty to L1.
:return: None
"""
P = np.hstack((P, np.arange(P.shape[0])[:, np.newaxis]))
B, idxs = applyBiCriterea(P[:, :-1], W) # attain set of flats which gives 2^j a... | 40,772 |
def test_parse_time_expression():
"""Test parse_time_expression."""
assert [x for x in range(60)] == dt_util.parse_time_expression("*", 0, 59)
assert [x for x in range(60)] == dt_util.parse_time_expression(None, 0, 59)
assert [x for x in range(0, 60, 5)] == dt_util.parse_time_expression("/5", 0, 59)
... | 40,773 |
def test_starting_a_job_template(mock):
"""Test launching a job template"""
job_id = "Hundley"
service_offering = ServiceOfferingFactory(
kind=OfferingKind.JOB_TEMPLATE, source_ref=98
)
mock.return_value = Mock(id=job_id)
params = {"service_parameters": "xyz"}
obj = StartTowerJob(se... | 40,774 |
def num_bytes_needed_for_data(rom_dict):
"""
Get the number of bytes to store the largest data in the rom.
Args:
rom_dict (dict(int:int)): Dictionary of address and data values
Returns:
(int): Number of bytes needed for largest piece of data
"""
largest_data = max(rom_dict.iterv... | 40,775 |
def run_simulation(model, **kwargs):
"""Runs the given model using KaSim and returns the parsed results.
Parameters
----------
**kwargs : List of keyword arguments
All keyword arguments specifying conditions for the simulation are
passed to the function :py:func:`run_kasim` (see documen... | 40,776 |
def _bot_exists(botname):
"""
Utility method to import a bot.
"""
module = None
try:
module = importlib.import_module('%s.%s' % (botname, botname))
except ImportError as e:
quit('Unable to import bot "%s.%s": %s' % (botname, botname, str(e)))
return module | 40,777 |
def cli():
""" Calculate mortgage payments """
pass | 40,778 |
def printif(*thing, b=False):
"""
Print ``thing`` if ``b`` is true
:param thing: The thing.
:param b: The condition.
:return: None
"""
if (b):
print(*thing) | 40,779 |
def validator(fn):
"""Decorator that constructs a scenario validator from given function.
Decorated function should return ValidationResult on error.
:param fn: function that performs validation
:returns: rally scenario validator
"""
def wrap_given(*args, **kwargs):
"""Dynamic validati... | 40,780 |
def bootstrap_alert_message(msg, alert_type):
"""
Wrap Ajax error message for display
:param msg: Message text
:param alert_type: must be alert-danger, alert-success, alert-info, alert-warning
:return: html formatted message
"""
if not msg:
msg = _('An unknown error has occurred')
... | 40,781 |
def get_message_dispatched(correlation_id, steps, primary=True):
"""
Sets a flag in cache to indicate that a message has been dispatched.
:param correlation_id: a str guid for the fsm
:param steps: an integer corresponding to the step in the fsm execution
:return: True if cached and False otherwise... | 40,782 |
def _format_exponent_notation(input_number, precision, num_exponent_digits):
"""
Format the exponent notation. Python's exponent notation doesn't allow
for a user-defined number of exponent digits.
Based on [Anurag Uniyal's answer][answer] to the StackOverflow
question ['Python - number of digits i... | 40,783 |
def unicode_blackboard_activity_stream(
activity_stream: typing.List[blackboard.ActivityItem]=None,
indent: int=0,
show_title: bool=True
):
"""
Pretty print the blackboard stream to console.
Args:
activity_stream: the log of activity, if None, get the entire activity stream
inde... | 40,784 |
def parse_args(args):
"""Parse command line parameters
Args:
args ([str]): command line parameters as list of strings
Returns:
:obj:`argparse.Namespace`: command line parameters namespace
"""
parser = argparse.ArgumentParser(
description="Snapcraft Jsonnet parser")
parser.a... | 40,785 |
def normalize(vector):
"""Normalize a vector to unit length.
Args:
vector (list/tuple/numpy.ndarray): Array to be normalized
Return:
vector (numpy.ndarray): Normalized vector.
"""
length = np.sqrt(np.sum(np.asarray(vector) ** 2))
if length == 0:
return np.asarray(vector... | 40,786 |
def get_struc_qty(*args):
"""get_struc_qty() -> size_t"""
return _idaapi.get_struc_qty(*args) | 40,787 |
def evaluate0(gametree_: Callable[[Board],
Node], static_eval_: Callable[[Board], int],
prune_: Callable[[Node], Node]) -> Callable[[Board], int]:
"""Return a tree evaluation function"""
def evaluate_(board: Board) -> int:
return maximize0(maptree(static_... | 40,788 |
def fortune(inp):
"""
.fortune -- returns one random card and it's fortune
"""
try:
cards = http.get_json("https://tarot-api.com/draw/1")
except HTTPError:
return "The spirits are displeased."
card = cards[0]
return card["name"] + ": " + ", ".join(card["keywords"]) | 40,789 |
def declin_0(x, obl):
"""
declination of a point of ecliptic
:param x: longitude of the point in degree
:param obl: obliquity of the ecliptic in degree
return declination in degree
"""
return DEG * m.asin(m.sin(x * RAD) * m.sin(obl * RAD)) | 40,790 |
def network_data_structures(stream_names_tuple, agent_descriptor_dict):
"""Builds data structures for the network. These data
structures are helpful for animating the network and
for building networks of processes.
Parameters
----------
Same as for make_network.
Return Values
------... | 40,791 |
def to_onnx(model, X=None, name=None, initial_types=None,
target_opset=None, options=None, rewrite_ops=False,
white_op=None, black_op=None, final_types=None):
"""
Converts a model using on :epkg:`sklearn-onnx`.
@param model model to convert or a function
... | 40,792 |
def setRx(phi):
"""Rotation matrix around x axis"""
Rx = np.zeros((phi.size,3,3))
Rx[:,0,0] = 1.
Rx[:,1,1] = np.cos(phi)
Rx[:,2,2] = Rx[:,0,0]
Rx[:,1,2] = -np.sin(phi)
Rx[:,2,1] = -Rx[:,0,2]
return Rx | 40,793 |
def discrete_resample(df, freq_code, agg_fun, remove_inter=False, **kwargs):
"""
Function to properly set up a resampling class for discrete data. This assumes a linear interpolation between data points.
Parameters
----------
df: DataFrame or Series
DataFrame or Series with a time index.
... | 40,794 |
def reflect(data, width):
"""Ceflect a data word, means revert the bit order."""
reflected = data & 0x01
for _ in range(width - 1):
data >>= 1
reflected = (reflected << 1) | (data & 0x01)
return reflected | 40,795 |
def snell_angle_2(angle_1, n_1, n_2):
"""Calculate the angle of refraction of a ray travelling between two mediums
according to Snell's law.
Args: angle_1 (array_like[float]): angle of incidence with respect to surface
normal in radians. n_1 (float): index of refraction in first medium.... | 40,796 |
def npv(ico, nci, r, n):
""" This capital budgeting function computes the net present
value on a cash flow generating investment.
ico = Initial Capital Outlay
nci = net cash inflows per period
r = discounted rate
n = number of periods
Example: npv(100000, 15000, .03, 10)
"""
pv_nc... | 40,797 |
def instrument_endpoint(time_fn=time.time):
"""Decorator to instrument Cloud Endpoint methods."""
def decorator(fn):
method_name = fn.__name__
assert method_name
@functools.wraps(fn)
def decorated(service, *args, **kwargs):
service_name = service.__class__.__name__
endpoint_name = '/_ah/... | 40,798 |
def test_in_match_disabled_password(current_actor_context):
""" Configuration file in this format:
# PermitRootLogin yes # implicit
Match address 192.168.*
PermitRootLogin prohibit-password
"""
config = OpenSshConfig(
permit_root_login=[
OpenSshPermitRootLogi... | 40,799 |
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