content stringlengths 35 762k | sha1 stringlengths 40 40 | id int64 0 3.66M |
|---|---|---|
def layer_prepostprocess(previous_value,
x,
sequence,
dropout_rate,
norm_type,
depth,
epsilon,
default_name,
name=None,
... | f983888739fa04d0c086e276997cec3919cf3e24 | 3,650,000 |
def build_norm_layer(cfg, num_channels, postfix=''):
""" Build normalization layer
Args:
Returns:
layer (fluid.dygrah.Layer): created norm layer
"""
assert isinstance(cfg, dict) and 'type' in cfg
cfg_ = cfg.copy()
layer_type = cfg_.pop('type')
if layer_type not in norm_cfg:
... | d29437854587f7aeaac3b97c2e98d70b56369402 | 3,650,001 |
import torchvision
def get_split_cifar100_tasks(num_tasks, batch_size):
"""
Returns data loaders for all tasks of split CIFAR-100
:param num_tasks:
:param batch_size:
:return:
"""
datasets = {}
# convention: tasks starts from 1 not 0 !
# task_id = 1 (i.e., first task) => start_class = 0, end_class = 4
cif... | 85c06c07682c74554aa11826431e5fdbd7eb84c8 | 3,650,002 |
import re
def _find_loose_date(date_string):
"""Look for four digit numbers in the string. If there's only one, return it."""
if re.search(r'digit', date_string):
# Might be something like "digitized 2010", which we want to avoid.
return None
# find all the (unique) four digit numbers in t... | 9e946af42ad28c26bed4b347a04a1fd2a49ea104 | 3,650,003 |
import subprocess
import time
import syslog
import sys
import select
def invoke(command_requested, timeout=DEFAULT_TIMEOUT):
"""
"""
p = subprocess.Popen(command_requested, shell=True, stdin=subprocess.PIPE, stdout=None, stderr=None)
p.stdin.close() # since we do not allow invoked processes to listen ... | ef121fea037b39cd5d9b19e782257b0c8e8fad8c | 3,650,004 |
from pathlib import Path
import os
import shutil
import re
import zipfile
def zip_addon(addon: str, addon_dir: str):
""" Zips 'addon' dir or '.py' file to 'addon.zip' if not yet zipped, then moves the archive to 'addon_dir'.
:param addon: Absolute or relative path to a directory to zip or a .zip file.
:p... | 4eb4731fd69dd9dc234640386c39b5494d013877 | 3,650,005 |
def set_simulation_data(
state_energies, T_array, state1_index, state2_index
):
"""
Create and set SimulationData objects for a pair of specified states
"""
# Set default UnitData object
default_UnitData = UnitData(
kb=kB.value_in_unit(unit.kilojoule_per_mole/unit.kelvin),
... | edff2bd66a359da10f64c175aa125f8749a2064d | 3,650,006 |
def park2_euc(x):
""" Comutes the park2 function """
max_val = 5.925698
x1 = x[0]
x2 = x[1]
x3 = x[2]
x4 = x[3]
ret = (2.0/3.0) * np.exp(x1 + x2) - x4*np.sin(x3) + x3
return min(ret, max_val) | 96448c502867d360010238526791144fdc1e7581 | 3,650,007 |
def num_compositions_jit(m, n):
"""
Numba jit version of `num_compositions`. Return `0` if the outcome
exceeds the maximum value of `np.intp`.
"""
return comb_jit(n+m-1, m-1) | 40562a1ee1564e7b2015f5b8e5d2298a18644493 | 3,650,008 |
def fake_get_vim_object(arg):
"""Stubs out the VMwareAPISession's get_vim_object method."""
return fake_vmware_api.FakeVim() | ee7c7b0331f344b1428e48da38d185dc01bf11d9 | 3,650,009 |
import os
import re
def get_version(*file_paths):
"""Retrieves the version from replicat_documents/__init__.py"""
filename = os.path.join(os.path.dirname(__file__), *file_paths)
version_file = open(filename).read()
version_match = re.search(r"^__version__ = ['\"]([^'\"]*)['\"]", version_file, re.M)
... | b94580d378b4e35777f9719fe898fd134aba5170 | 3,650,010 |
import json
def get_old_ids(title):
"""
Returns all the old ids of a particular site given the title of the
Wikipedia page
"""
raw_data = json.loads( readInDataFromURL("https://en.wikipedia.org/w/api.php?action=query&prop=revisions&format=json&rvlimit=100000&titles=" + title) )
old_ids = dict() # initial... | 9e9bc37ac51d7b3a8491fa41db5867943a170e1e | 3,650,011 |
def max_expectation_under_constraint(f: np.ndarray, q: np.ndarray, c: float, eps: float = 1e-2,
display: bool = False) -> np.ndarray:
"""
Solve the following constrained optimisation problem:
max_p E_p[f] s.t. KL(q || p) <= c
:param f: an array of ... | 88a67ae4eece82c08bc683dc015904f2d307c54f | 3,650,012 |
def payload_to_plain(payload=None):
"""
Converts the myADS results into the plain text message payload
:param payload: list of dicts
:return: plain text formatted payload
"""
formatted = u''
for p in payload:
formatted += u"{0} ({1}) \n".format(p['name'], p['query_url'].format(p['qty... | 53050791335dd8d259bf6b55bd36d3e8bc3f5fb0 | 3,650,013 |
import json
def get_credentials_from_request(cloud, request):
"""
Extracts and returns the credentials from the current request for a given
cloud. Returns an empty dict if not available.
"""
if request.META.get('HTTP_CL_CREDENTIALS_ID'):
return get_credentials_by_id(
cloud, req... | 29fa45d17a0473643b2db448dfbe2de7837c4dd7 | 3,650,014 |
from functools import reduce
def nCr(n, r):
"""n-choose-r.
Thanks for the "compact" solution go to:
http://stackoverflow.com/questions/2096573/counting-combinations-and-permutations-efficiently
"""
return reduce(
lambda x, y: x * y[0] / y[1],
izip(xrange(n - r + 1, n + 1),
... | 06ab7a4e12a35cf49f7ddf3e75780576d3b8972c | 3,650,015 |
from pythia.pyre.inventory import facility
from pylith.bc.DirichletTimeDependent import DirichletTimeDependent
def bcFactory(name):
"""Factory for boundary condition items.
"""
return facility(name, family="boundary_condition", factory=DirichletTimeDependent) | 65bb203b901c1648ee504bfd5bfd0956e9f849d4 | 3,650,016 |
def decode(value):
"""Decode utf-8 value to string.
Args:
value: String to decode
Returns:
result: decoded value
"""
# Initialize key variables
result = value
# Start decode
if value is not None:
if isinstance(value, bytes) is True:
result = value.... | 9704678f6ff96de3b711758922c28f5ecbd11bc7 | 3,650,017 |
def sequence_rec_sqrt(x_init, iter, dtype=int):
"""
Mathematical sequence: x_n = x_{n-1} * sqrt(n)
:param x_init: initial values of the sequence
:param iter: iteration until the sequence should be evaluated
:param dtype: data type to cast to (either int of float)
:return: element at the given i... | a7e695ee605caad5cef7881a2eeafbee8a25bf15 | 3,650,018 |
def convert_string_to_type(string_value, schema_type):
"""
Attempts to convert a string value into a schema type.
This method may evaluate code in order to do the conversion
and is therefore not safe!
"""
# assume that the value is a string unless otherwise stated.
if schema_type == "fl... | 4d99470f7094a36567851bb23c1edd49686149cf | 3,650,019 |
import os
import glob
def counter(path):
"""Get number of files by searching directory recursively"""
if not os.path.exists(path):
return 0
count = 0
for r, dirs, files in os.walk(path):
for dr in dirs:
count += len(glob.glob(os.path.join(r, dr + "/*")))
return count | e2d0498d1156a10a4ee98a3ad6701030af68e594 | 3,650,020 |
def get_local_coordinate_system(time_dep_orientation: bool, time_dep_coordinates: bool):
"""
Get a local coordinate system.
Parameters
----------
time_dep_orientation :
If True, the coordinate system has a time dependent orientation.
time_dep_coordinates :
If True, the coordinat... | daa8259e92a31884d798915522d4e538f316fc91 | 3,650,021 |
def _get_tooltip(tooltip_col, gpd):
"""Show everything or columns in the list."""
if tooltip_col is not None:
tooltip = folium.GeoJsonTooltip(fields=tooltip_col)
else:
tooltip = tooltip_col
return tooltip | 8a2dc564ef65aa0eaf8a9e85457876ad0e6989ec | 3,650,022 |
def encryption(message: str, key: int) -> str:
"""Return the ciphertext by xor the message with a repeating key"""
return b"".join(
[bytes([message[i] ^ key[i % len(key)]]) for i in range(len(message))]
) | 674e4a27491a9f6c918f2129276349ba426cd676 | 3,650,023 |
def data_fun(times):
"""Generate time-staggered sinusoids at harmonics of 10Hz"""
global n
n_samp = len(times)
window = np.zeros(n_samp)
start, stop = [int(ii * float(n_samp) / (2 * n_dipoles))
for ii in (2 * n, 2 * n + 1)]
window[start:stop] = 1.
n += 1
data = 1e-7 * ... | edbdf5e059b8f4c3559386497961a1c65133a80b | 3,650,024 |
def var(x, axis=None, ddof=0, keepdims=False):
"""
Computes the variance along the specified axis.
The variance is the average of the squared deviations from the mean, i.e.,
:math:`var = mean(abs(x - x.mean())**2)`.
Returns the variance, which is computed for the flattened array by default,
oth... | b39bf29caf4f47882fb3be900c2924a90b25a880 | 3,650,025 |
def check_inputs(supplied_inputs):
"""Check that the inputs are of some correct type and returned as AttributeDict."""
inputs = None
if supplied_inputs is None:
inputs = AttributeDict()
else:
if isinstance(supplied_inputs, DataFactory('dict')):
inputs = AttributeDict(supplied... | a5369767c23a96b44da2bff2c0ac49456e3452f1 | 3,650,026 |
def _parse_none(arg, fn=None):
"""Parse arguments with support for conversion to None.
Args:
arg (str): Argument to potentially convert.
fn (func): Function to apply to the argument if not converted to None.
Returns:
Any: Arguments that are "none" or "0" are converted to None;
... | 4ebd283eb9e2218e523ba185c4500c9879d5719d | 3,650,027 |
def generate_constraint(category_id, user):
"""
generate the proper basic data structure to express a constraint
based on the category string
"""
return {'year': category_id} | f55151a5b4b17bbf6eb697e1b1489ee4897f5db0 | 3,650,028 |
def get_RIB_IN_capacity(cvg_api,
multipath,
start_value,
step_value,
route_type,
port_speed,):
"""
Args:
cvg_api (pytest fixture): snappi API
temp_tg_port (pytest fixture): Por... | e13c85d9e6ebdbfba84e20a81324da8156e7c934 | 3,650,029 |
import os
def input_file_exists(filepath):
""" Return True if the file path exists, or is the stdin marker. """
return (filepath == '-') or os.path.exists(filepath) | 5f6a0c2195ce90ba551679d516ebee0e593184c8 | 3,650,030 |
from typing import List
from typing import Set
def ladder_length(beginWord: str, endWord: str, wordList: List[str]) -> int:
"""
双端交替迫近目标层，根据一层数量最多节点确定为目标层
:param beginWord:
:param endWord:
:param wordList:
:return:
>>> ladder_length('hit', 'cog', ["hot","dot","dog","lot","log","cog"])
... | 020f3ffd2e009b682a47ff9aad8d1d6025c29f37 | 3,650,031 |
def setup_option(request):
"""Создаем объект для удобство работы с переменными в тестовых методах
"""
setup_parameters = {}
if request.config.getoption('--site_url'):
setup_parameters['site_url'] = request.config.getoption('--site_url')
return setup_parameters | 49908ee8e1422cc4fd05c6d93a96c00d734cf6d1 | 3,650,032 |
import time
import torch
def train_one_epoch(img_input,model,optimizer,writer,epoch,args):
"""
Finish
1.train for one epoch
2.print process, total loss, data time in terminal
3.save loss, lr, output img in tensorboard
Note
1.you can change the save frequency
"""
loss_train = 0... | b26e2933dd3575e45c33ba6bf801f5a92fc72ab7 | 3,650,033 |
def get_unique_tokens(texts):
"""
Returns a set of unique tokens.
>>> get_unique_tokens(['oeffentl', 'ist', 'oeffentl'])
{'oeffentl', 'ist'}
"""
unique_tokens = set()
for text in texts:
for token in text:
unique_tokens.add(token)
return unique_tokens | f9c174b264082b65a328fd9edf9421e7ff7808a2 | 3,650,034 |
def _symmetric_difference(provided: dict, chosen: dict) -> dict:
"""
Returns the fields that are not in common between provided and chosen JSON schema.
:param provided: the JSON schema to removed the chosen schema from.
:param chosen: the JSON schema to remove from the provided schema.
:return: a J... | 5900c6de35c0665ab2c0ec10c4df4dc87b75483a | 3,650,035 |
import subprocess
import re
def check_pv_name_in_rados(arg, image_id, pvc_name, pool_name):
"""
validate pvc information in rados
"""
omapkey = 'csi.volume.%s' % pvc_name
cmd = ['rados', 'getomapval', 'csi.volumes.default',
omapkey, "--pool", pool_name]
if not arg.userkey:
c... | 11d530ed1047064367a36af3fbf8652b1e0f60a8 | 3,650,036 |
def moved_in(nn_orig, nn_proj, i, k):
"""Determine points that are neighbours in the projection space,
but were not neighbours in the original space.
nn_orig
neighbourhood matrix for original data
nn_proj
neighbourhood matrix for projection data
i
index of the point considered
... | b63a9b0f53554032fc920aeaf6d3d76b93dd8ab3 | 3,650,037 |
import re
def _get_lines_changed(line_summary):
"""
Parse the line diff summary into a list of numbers representing line numbers added or changed
:param line_summary: the summary from a git diff of lines that have changed (ex: @@ -1,40 +1,23 @@)
:return: a list of integers indicating which lines chang... | 01d1b51ef480a0d7dcdc916fe68aac08ce81d23f | 3,650,038 |
def tj_agri_sup():
"""
Real Name: b'Tj Agri Sup'
Original Eqn: b'MIN(Tj Agri Dem *Agri Tajan Dam Coef, (Tj Outflow-Tj Dom Sup-Tj Env Sup-Tj Ind Sup))'
Units: b''
Limits: (None, None)
Type: component
b''
"""
return np.minimum(tj_agri_dem() * agri_tajan_dam_coef(),
... | 07c6029dc062f20756b3f72289640a29526c41bf | 3,650,039 |
def correlation_coefficient(y_true, y_pred):
"""The CC, is the Pearson’s correlation coefficient and treats the saliency
and ground truth density maps, as random variables measuring the linear
relationship between them.Values are first divided by their sum for each
image to yield a distribution... | 9d0f7825219a5957edfbf464ca9b62182b81bb3c | 3,650,040 |
def init_args():
"""Init command line args used for configuration."""
parser = init_main_args()
return parser.parse_args() | c2939b8d6fbefa7a6b792d13c98a805a3e53785f | 3,650,041 |
import warnings
def _fit_binary(estimator, X, y, classes=None, **kwargs):
"""Fit a single binary estimator with kwargs."""
unique_y = np.unique(y)
if len(unique_y) == 1:
if classes is not None:
if y[0] == -1:
c = 0
else:
c = y[0]
... | 24e37aa50cada6cce4ab52c1be85cace3ad4c417 | 3,650,042 |
import csv
def data_index(person, dim):
"""
Output sequence of eye gaze (x, y) positions from the dataset for a person and a dimension of that person (task, session, etc)
Index starts at 0.
The vectors are [x, y, flag], flag being if it's null
"""
session = "S1" if dim % 2 == 0 else "S2"
#... | e8b37aaeb2c228f0749aece26609fb04e0d4a226 | 3,650,043 |
def getStatic():
"""
These are "static" params for a smoother application flow and fine tuning of some params
Not all functions are implemented yet
Returns the necessary Params to run this application
"""
VISU_PAR = {
# ============================================================================... | f82ed9c4156b8199be924fc1ed62398fcbad9e0c | 3,650,044 |
def current_device():
"""Return the index of the current active device.
Returns
-------
int
The index of device.
"""
return dragon.cuda.GetDevice() | 453b81673e198ddd3a5870843d16b9cc395802d4 | 3,650,045 |
import time
async def access_logger(app, handler):
"""Simple logging middleware to report info about each request/response.
"""
async def logging_handler(request):
start_time = time.time()
request_name = hex(int(start_time * 10000))[-6:]
client_ip, _ = request.transport.get_extra_i... | 55d4ac318a65d6f4256467f7909b5a6ee2115a6d | 3,650,046 |
from typing import Tuple
def main(source: str) -> Tuple[astroid.Module, TypeInferer]:
"""Parse a string representing source text, and perform a typecheck.
Return the astroid Module node (with the type_constraints attribute set
on all nodes in the tree) and TypeInferer object.
"""
module = astroid... | f8e9b9a0ac9ff4334cce9ca7c888d3ff11570661 | 3,650,047 |
def to_literal_scalar(a_str):
"""Helper function to enforce literal scalar block (ruamel.yaml)."""
return ruamel.yaml.scalarstring.LiteralScalarString(a_str) | 7cdb3d37bad184b7c6e68b374d1b6fd7e4c744c4 | 3,650,048 |
from typing import Optional
def get_first_free_address(subnet_id: Optional[int] = None,
opts: Optional[pulumi.InvokeOptions] = None) -> AwaitableGetFirstFreeAddressResult:
"""
Use this data source to access information about an existing resource.
"""
__args__ = dict()
__... | ea4a599a7f3ac65e296cce4c8fc3a764202bba26 | 3,650,049 |
def pagenav(object_list, base_url, order_by, reverse, cur_month, is_paginated, paginator):
"""Display page navigation for given list of objects"""
return {'object_list': object_list,
'base_url': base_url,
'order_by': order_by,
'reverse': reverse,
'cur_month': cur_... | eb61fb76dd32b8d0b3e264e77ce912766d3e38da | 3,650,050 |
def read_input(path: str):
"""
Read game board file from path.
Return list of str.
>>> read_input("skyscrapers1.txt")
['***21**', '412453*', '423145*', '*543215', '*35214*', '*41532*', '*2*1***']
"""
with open(path, 'r') as f:
game_lst = f.readlines()
for idx, line in enumerate(... | a4bf08525ca3fe4b0b1efab1901830b4d7c45f05 | 3,650,051 |
def run_tweeter():
""" Captures image and sends tweet """
capture_image_and_tweet()
return schedule.CancelJob | 2cf3895270e5f5f64ecb2e943548f0a290c35b02 | 3,650,052 |
import time
from functools import reduce
from operator import add
def get_retro_results(
outdir,
recos_basedir,
events_basedir,
recompute_estimate=False,
overwrite=False,
):
"""Extract all rectro reco results from a reco directory tree, merging with original
event information from correspo... | e3753b86ed4efa60057f1e3a0c70c34193447718 | 3,650,053 |
import copy
def split_surface_v(obj, t, **kwargs):
""" Splits the surface at the input parametric coordinate on the v-direction.
This method splits the surface into two pieces at the given parametric coordinate on the v-direction,
generates two different surface objects and returns them. It does not modi... | 6603fb5e4c45fa60817168d776ac005475bd37a5 | 3,650,054 |
from typing import OrderedDict
def oidc_userprofile_test(request):
"""
OIDC-style userinfo
"""
user = request.user
profile, g_o_c = UserProfile.objects.get_or_create(user=user)
data = OrderedDict()
data['sub'] = user.username
data['name'] = "%s %s" % (user.first_name, user.last_name)
... | aeae1962615ac9894b1b555814851c33efa85b45 | 3,650,055 |
def split_idx( idx,a,b):
"""
Shuffle and split a list of indexes into training and test data with a fixed
random seed for reproducibility
run: index of the current split (zero based)
nruns: number of splits (> run)
idx: list of indices to split
"""
rs = np.random.RandomState()
rs.sh... | e5c9850a0bbcdb187d12dff4cd9df6c9faddfacc | 3,650,056 |
def scale(val, src, dst):
"""
Scale the given value from the scale of src to the scale of dst.
val: float or int
src: tuple
dst: tuple
example: print(scale(99, (0.0, 99.0), (-1.0, +1.0)))
"""
return (float(val - src[0]) / (src[1] - src[0])) * (dst[1] - dst[0]) + dst[0] | 26cfaccaeea861ccecb36697838710c0ab706520 | 3,650,057 |
def add(c1, c2):
"""Add two encrypted counters"""
a1, b1 = c1
a2, b2 = c2
return (a1 + a2, b1 + b2) | d3e519524fac558622f692a46ffb8fed9899176f | 3,650,058 |
async def wait_all_tasks_blocked(cushion=0.0):
"""Block until there are no runnable tasks.
This is useful in testing code when you want to give other tasks a
chance to "settle down". The calling task is blocked, and doesn't wake
up until all other tasks are also blocked for at least ``cushi... | 35b144f4a214cb1f02bb1448f78a54ed93ac66aa | 3,650,059 |
def get_chisq_grid(data, type, forecast=False, errors=None):
"""
Generates 2d meshgrid for chisq values of a given type (i.e. BBN, CMB etc)
"""
masses = np.unique(data['mass'])
omegabs = np.unique(data['OmegaB'])
MASS, OMEGAB = np.meshgrid(masses, omegabs)
OMEGABDAT = data['OmegaB'].reshape(... | 3ea6fcf16d6c506733f5164e8808c5d5dce6c969 | 3,650,060 |
import os
import random
def collect_samples_clouds_video(upsampling, opt, deferred_shading=False):
"""
Collect samples of cloud videos.
opt is expected to be a dict.
Output: DatasetData
- samples: list of Sample
- images_high: num_frames x output_channels x H*upsampling x W*upsampling
-... | aab7be545d3b1561c7677bd9d370f8b5562d0c4f | 3,650,061 |
import ctypes
def spectrl2(units, location, datetime, weather, orientation,
atmospheric_conditions, albedo):
"""
Calculate solar spectrum by calling functions exported by
:data:`SPECTRL2DLL`.
:param units: set ``units`` = 1 for W/m\ :sup:`2`/micron
:type units: int
:param locatio... | aa8bd3878bc3f230d89e1d9545621a43e2d2fa6c | 3,650,062 |
def setup_transition_list():
"""
Creates and returns a list of Transition() objects to represent state
transitions for an unbiased random walk.
Parameters
----------
(none)
Returns
-------
xn_list : list of Transition objects
List of objects that encode information about th... | 702c7a7083546797578e5463841c7b59548dcca2 | 3,650,063 |
def error_message(error, text):
"""
Gives default or custom text for the error.
--------------------
Inputs <datatype>:
- error <Error Object>: The error code
- text <string>: Custom error text if error has no message
Returns <datatype>:
- error description <string>: The cust... | 466fec2d2abefc9f05a3f0adf569fba1c63ea4c1 | 3,650,064 |
def maskguard(maskarray, niter=1, xyonly=False, vonly=False):
"""
Pad a mask by specified number of pixels in all three dimensions.
Parameters
----------
maskarray : `~numpy.ndarray`
The 3-D mask array with 1s for valid pixels and 0s otherwise.
niter : int, optional
Number of i... | 098964878e313b08c73f1a3c1a66a2b7f1664090 | 3,650,065 |
def validdest(repo, old, new):
"""Is the new bookmark destination a valid update from the old one"""
repo = repo.unfiltered()
if old == new:
# Old == new -> nothing to update.
return False
elif not old:
# old is nullrev, anything is valid.
# (new != nullrev has been exclu... | 8206b1ec130582864979ea9fb617c60b6175deff | 3,650,066 |
def no_rbac_suffix_in_test_filename(filename):
"""Check that RBAC filenames end with "_rbac" suffix.
P101
"""
if "patrole_tempest_plugin/tests/api" in filename:
if filename.endswith('rbac_base.py'):
return
if not filename.endswith('_rbac.py'):
return 0, "RBAC t... | 6ebfcede8b6e30f24f5ecc1f9d3f0985bd4c44fa | 3,650,067 |
def import_results(results_file, valid_codes=None, session=None):
"""Take a iterable which yields result lines and add them to the database.
If session is None, the global db.session is used.
If valid_codes is non-None, it is a set containing the party codes which are
allowed in this database. If None,... | e7faea1b78418b6fdb599612fdc72fe20fe45bc6 | 3,650,068 |
def fit_lens_data_with_tracer(lens_data, tracer, padded_tracer=None):
"""Fit lens data with a model tracer, automatically determining the type of fit based on the \
properties of the galaxies in the tracer.
Parameters
-----------
lens_data : lens_data.LensData or lens_data.LensDataHyper
The... | c94454462e4e9fd770eebf39a9574daa0e6a9025 | 3,650,069 |
def sround(a, *ndigits):
"""Termwise round(a) for an iterable.
An optional second argument is supported, and passed through to the
built-in ``round`` function.
As with the built-in, rounding is correct taking into account the float
representation, which is base-2.
https://docs.python.org/... | ee75d82fa3bdfb50afb279cce87d6d6ec6120adf | 3,650,070 |
def part_b(lines):
""" For each valid line consider the stack of opening characters that didn't get closed.
Compute a score for each line per the question, then return the median value of these scores.
"""
scores = []
for line in lines:
is_line_valid, stack = assess_line(line)
if is_... | e745a3be40f5a83f0e8ce3de4c647bd5984e7511 | 3,650,071 |
def _get_activation(
spec):
"""Get a rematlib Layer corresponding to a given activation function."""
if spec == mobile_search_space_v3.RELU:
result = layers.ReLU()
elif spec == mobile_search_space_v3.RELU6:
result = layers.ReLU6()
elif spec == mobile_search_space_v3.SWISH6:
result = layers.Swish... | d2e67564eb366128b6dfe9f0c1c919ceb0e949ac | 3,650,072 |
def addUpdateCarrierGroups():
"""
Add or Update a group of carriers
"""
db = DummySession()
try:
if not session.get('logged_in'):
return redirect(url_for('index'))
if (settings.DEBUG):
debugEndpoint()
db = SessionLoader()
form = stripDictV... | 570374d0c42e89c2cd57b628345e88e7e5680d90 | 3,650,073 |
def RT2tq(poses, square=False):
"""
!!NOT TESETED!!
:param poses: N x 3 x 4, (R|T)
:return: (N, 7)
"""
N,_,_ = poses.shape
R = poses[:,:,:3]
T = poses[:,:,3:] # Nx3x1
q = quaternion.as_float_array(quaternion.from_rotation_matrix(R)) #Nx4
t= T.squeeze(-1)
tq = np.concatena... | 5241aa7110df8074fe203b1cbe33cb7bf509c2f3 | 3,650,074 |
import json
def make_callback(subscription_path, project_id):
"""Return a callback closure"""
def callback(message):
"""Handle Pub/Sub resurrection message.
Ignore (and ACK) messages that are not well-formed.
Try handle any other message, ACKing it eventually (always).
"""
logger.info('Handl... | ac16d67ee9e7b89d69b79702e4121b1983df2bb8 | 3,650,075 |
import os
def make_partition_table(target_device, part_name, **kwargs):
"""
Create new GUID partition table on ``target_device``, with two partitions:
1) GRUB second stage partition with type 0xEF02
2) size of rest of the disk with name ``part_name``
Returns path to the boot partit... | c40fc6c256ce2f94f4a909b633a47e07443940f0 | 3,650,076 |
def data_to_bytes(data, encoding):
"""\
Converts the provided data into bytes. If the data is already a byte
sequence, it will be left unchanged.
This function tries to use the provided `encoding` (if not ``None``)
or the default encoding (ISO/IEC 8859-1). It uses UTF-8 as fallback.
Returns th... | 78d0813075c24d2a85412648fa45d720227ae853 | 3,650,077 |
def get_session_store(state: State = Depends(get_app_state)) -> SessionStore:
"""Get a singleton SessionStore to keep track of created sessions."""
session_store = getattr(state, _SESSION_STORE_KEY, None)
if session_store is None:
session_store = SessionStore()
setattr(state, _SESSION_STORE... | 4204371079babbfdc15327bb62b3c1c306e27f39 | 3,650,078 |
import os
def get_comments(filename):
"""
Get Julia, Python, R comments.
"""
comments = []
try:
with open(filename, 'r', encoding='utf8') as fp:
filename = os.path.basename(filename)
for comment, start, end in getcomments.get_comment_blocks(fp):
comments.append({ "ln%s" % (start[0])... | a3944acc98914c3d245fe62a03b825790dad8565 | 3,650,079 |
def extractCurrentlyTLingBuniMi(item):
"""
"""
vol, chp, frag, postfix = extractVolChapterFragmentPostfix(item['title'])
if not (chp or vol or frag) or 'preview' in item['title'].lower():
return None
if item['title'].startswith('[BNM]'):
return buildReleaseMessageWithType(item, 'Bu ni Mi wo Sasagete Hyaku to ... | 9b91a6a2329cb4e2572f181b16ddc6b2f0fb3553 | 3,650,080 |
from dif import dif_stats
def dif_stats(filename, # [<'my/file.txt',...> => name of scored data file]
student_id = 'Student_ID', # [<'Student_ID', ...> => student id column label]
group = ['Sex', {'focal':0, 'ref':1}], # [<e.g.'Sex', {'focal':'female', 'ref':'male'}]> => column label... | 0ed6b94e63d5eacc40aeaf4f2181012ef8aacc22 | 3,650,081 |
def delete_all_devices_for_user():
"""
delete all active devices for the given user
"""
try:
username = get_jwt_identity()
with session_scope() as session:
user = user_service.get_user(username, session)
device_count = user.devices.count()
if device_... | 2ac4c0f40e72dc54ca78a109ead9d09f15481b92 | 3,650,082 |
def _GetNormalizationTuple(url):
"""Parse a URL into a components tuple.
Parse a URL into 6 components:
<scheme>://<netloc>/<path>;<params>?<query>#<fragment>
Args:
url:A URL string.
Returns:
A 6-tuple: (scheme, netloc, path, params, query, fragment).
"""
url = encoding_util.EncodeToAscii(url)
... | cbc8dad95202a9a17f75dac754b6ec00e3efcdfd | 3,650,083 |
def gCallback(dataset, geneid, colors):
"""Callback to set initial value of green slider from dict.
Positional arguments:
dataset -- Currently selected dataset.
geneid -- Not needed, only to register input.
colors -- Dictionary containing the color values.
"""
colorsDict = colors
try:
... | 5a97fd16ea362b3b53f33f52a449c4dccc617e44 | 3,650,084 |
def intForcesMoments(sliceZnes,method, direction):
"""
Loops over the sliceZnes and performs an integration of Forces and moments
for each slice (Scalar integrals, variables are depending on the method).
Returns a ([dir, dirNormalized,fxNr,fyNr,fzNr,mxNr,myNr,mzNr]*Nslices array)
"""
#direction... | 16e0a3adc3a3b171fd02b07f241ed8623b16c7e3 | 3,650,085 |
from typing import List
def _other_members(other_members: List[parser.MemberInfo], title: str):
"""Returns "other_members" rendered to markdown.
`other_members` is used for anything that is not a class, function, module,
or method.
Args:
other_members: A list of `MemberInfo` objects.
title: Title of... | 77c02e8532dd01bab0b9ea0f9d14634dc3523cd2 | 3,650,086 |
def full_url(parser, token):
"""Spits out the full URL"""
url_node = url(parser, token)
f = url_node.render
url_node.render = lambda context: _get_host_from_context(context) + f(context)
return url_node | d54e9cf5acee1b6283f3166e9479e8c9e8bb5047 | 3,650,087 |
def Chi2CoupleDiffFunc(nzbins, nzcorrs, ntheta, mask,
data1, xi_obs_1, xi_theo_1,
data2, xi_obs_2, xi_theo_2,
inDir_cov12, file_name_cov12):
"""
Estimate chi^2 for difference between two data vectors
Note: this assumes two data vectors ... | c0cd8a683447b0572a93914e633fb8f770c3a6fd | 3,650,088 |
def minimax(just_mapping, mapping):
"""
Scale the mapping to minimize the maximum error from just intonation.
"""
least_error = float("inf")
best_mapping = mapping
for i in range(len(just_mapping)):
for j in range(i+1, len(just_mapping)):
candidate = mapping / (mapping[i] + m... | b2226de7a916e3075327cd30c64e7412e186027d | 3,650,089 |
from datetime import datetime
def app_used_today():
"""Check the session and the backend database for a record of app use from the last 24 hours."""
now = UTC.localize(datetime.datetime.utcnow())
last_app_use = get_last_app_use_date()
day_length_in_seconds = 60 * 60 * 24
if last_app_use and (last_... | 290bb4b87e74f5134effeb37da36cedcca05c4aa | 3,650,090 |
def search_by_pattern(pattern, limit=20):
"""Perform a search for pattern."""
pattern_ = normalize_pattern(pattern)
db = get_db()
results = db.execute(
"""
SELECT json FROM places
WHERE document MATCH ?
ORDER BY rank DESC
LIMIT ?;
""",
(fts_pattern... | 467b85c850bb27ac1ed9a6e7fff6bb969a5f84e0 | 3,650,091 |
def gcd(a, b):
"""Greatest common divisor"""
return _gcd_internal(abs(a), abs(b)) | 886d366893a0215ccf0208af56c9c45037ad9549 | 3,650,092 |
def exp_create_database(db_name, demo, lang, user_password='admin', login='admin', country_code=None, phone=None):
""" Similar to exp_create but blocking."""
_logger.info('Create database `%s`.', db_name)
_create_empty_database(db_name)
_initialize_db(id, db_name, demo, lang, user_password, login, count... | b1d956628d864e0aa3998c00fd6a0b7cfb3ba411 | 3,650,093 |
def fix_cr(data):
"""Cosmic ray fixing function.
Args:
data (:class:`numpy.ndarray`): Input image data.
Returns:
:class:`numpy.dtype`: Fixed image data.
"""
m = data.mean(dtype=np.float64)
s = data.std(dtype=np.float64)
_mask = data > m + 3.*s
if _mask.sum()>0:
... | 40702ccc9400f4ba5f10cad1f376b83eac487876 | 3,650,094 |
def iou(box1, box2, iouType='segm'):
"""Compute the Intersection-Over-Union of two given boxes.
or the Intersection-Over box2.
Args:
box1: array of 4 elements [cx, cy, width, height].
box2: same as above
iouType: The kind of intersection it will compute.
'keypoints' is for intersectio... | 42ef4689c977e4ccbdbb987ff3ae63b265d3c42d | 3,650,095 |
def transform_color(color1, color2, skipR=1, skipG=1, skipB=1):
"""
transform_color(color1, color2, skipR=1, skipG=1, skipB=1)
This function takes 2 color1 and color2 RGB color arguments, and then returns a
list of colors in-between the color1 and color2
eg- tj.transform_color([0,0,0],[10,10,20]) returns a list:... | 5f04daa951c59b0445387b2dc988ab7efb98aff4 | 3,650,096 |
def sandwich(func):
"""Write a decorator that prints UPPER_SLICE and
LOWE_SLICE before and after calling the function (func)
that is passed in (@wraps is to preserve the original
func's docstring)
"""
@wraps(func)
def wrapped(*args, **kwargs):
print(UPPER_SLICE)
fun... | 167e1a753b7ba1f0d42732e12c5b37e0b0670f1b | 3,650,097 |
def as_dict(bdb_path, compact=True):
"""Get the state of a minter BerkeleyDB as a dict. Only the fields used by EZID are
included.
"""
with nog.bdb_wrapper.BdbWrapper(bdb_path, dry_run=False) as w:
return w.as_dict(compact) | dab02d671c099bd726839dc40167632cab812015 | 3,650,098 |
def _ecg_findpeaks_ssf(signal, sampling_rate=1000, threshold=20, before=0.03, after=0.01):
"""From https://github.com/PIA-
Group/BioSPPy/blob/e65da30f6379852ecb98f8e2e0c9b4b5175416c3/biosppy/signals/ecg.py#L448.
- W. Zong, T. Heldt, G.B. Moody, and R.G. Mark. An open-source algorithm to detect onset of art... | d7527db71724d8208a3438f8f959d23e82c89d6a | 3,650,099 |
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