content stringlengths 35 762k | sha1 stringlengths 40 40 | id int64 0 3.66M |
|---|---|---|
def embed_tiles_in_json_sprite(tile_list, as_bytes=True, out_file=None):
"""Make a big rectangle containing the images for a brainsprite.
Parameters:
-----------
tile_list : list
List of 2d square numpy arrays to stick in a mosaic
Returns:
--------
mosaic : np.ndarray
... | 2eca9eb999d69537fac60dfefd0d482576994868 | 7,915 |
import re
def removeUnicode(text):
""" Removes unicode strings like "\u002c" and "x96" """
text = re.sub(r'(\\u[0-9A-Fa-f]+)',r'', text)
text = re.sub(r'[^\x00-\x7f]',r'',text)
return text | f5c8090329ede82ce51601efa463537bba68b63a | 7,916 |
import scipy
def mfcc(tf, n_mfcc, fs, fmin=0.0, fmax=None):
"""
Extract MFCC vectors
Args:
tf : single-channel time-frequency domain signal,
indexed by 'tf'
n_mfcc : number of coefficients
fs : sample rate
fmin : (default 0) minimal frequency in Hz
... | 58769db11aa0633dd846b9d427e6d35a0fff435e | 7,917 |
import logging
def transform(fname, metadata=False):
"""
This function reads a Mission Analysis Orbit file and performs a matrix
transformation on it. Currently only from the Mercury Equatorial frame to
the Earth Equatorial frame.
:param fname: The path to the orbit file.
:type fname: str.
... | ce389f74ba35d3c92a94031563b187a7285ccb5b | 7,918 |
import requests
import json
def query_repository(repo_name, index_uuid, token, display_results=False):
"""
Display the ids ('subjects') of all items indexed in a repository.
:param repo_name: Textual name of repository to query, corresponds to 'name' field in conf file.
:param index_name: Name of ind... | 8a6b4f90374b90504a375c5d44a6dce6f32fb936 | 7,919 |
def power(x1, x2, out=None, where=True, dtype=None):
"""
First array elements raised to powers from second array, element-wise.
Raises each base in `x1` to the positionally-corresponding power in `x2`.
Note:
Numpy arguments `casting`, `order`, `dtype`, `subok`, `signature`, and `extobj` are
... | ecc265e96c36c47177aa96797d355a55f35114d6 | 7,920 |
def _str2bool(s):
"""文字列からboolへの変換"""
return s.lower() in ["true", "t", "yes", "1"] | 877340b7926541a5b8f56cb7f1acd5a54e08a987 | 7,921 |
import random
def _generate_nonce(length=42):
"""
Generate an alpha numeric string that is unique for each request.
Twitter used a 42 character alpha-numeric (case-sensitive) string in the
API documentation. However, they note "any approach which produces a
relatively random alphanumeric string s... | 034c4fee363d47e9af98c0135159f53179d27fdd | 7,922 |
def int_(value):
"""Validate that the config option is an integer.
Automatically also converts strings to ints.
"""
check_not_templatable(value)
if isinstance(value, int):
return value
if isinstance(value, float):
if int(value) == value:
return int(value)
rai... | f5d5f729a1bbec418f3b270b4e28be2cf9cc7cd6 | 7,924 |
def explode(screen):
"""Convert a string representing a screen
display into a list of lists."""
return [list(row) for row in screen.split('\n')] | a43a9d8c830c4a784bb9c3505c62aaf2077bb732 | 7,925 |
def basic_info(user, keys):
"""Prints a table of basic user information"""
table = formatting.KeyValueTable(['Title', 'Basic Information'])
table.align['Title'] = 'r'
table.align['Basic Information'] = 'l'
table.add_row(['Id', user.get('id', '-')])
table.add_row(['Username', user.get('username... | 805b8e12f531b1c6b31aeca847568cbc1b2e929c | 7,927 |
def iobes_iob(tags):
"""
IOBES -> IOB
"""
new_tags = []
for i, tag in enumerate(tags):
if tag == 'rel':
new_tags.append(tag)
elif tag.split('-')[0] == 'B':
new_tags.append(tag)
elif tag.split('-')[0] == 'I':
new_tags.append(tag)
eli... | 1a2f715edfc37b387944f84c4f149f21a0e86e74 | 7,928 |
def draw_handler(canvas):
"""
Event handler that is responsible for all drawing. It
receives "canvas" object and draws the "Pong" table,
the "moving" ball and the scores of each "Player".
It is also responsible for testing whether the ball
touches/collides with the "gutters" or the "paddles".
... | ad9d5be8bbc1eb1b1612c6bfd35cc774bcacbd7a | 7,929 |
def tf_idf(df, vocab):
"""[summary]
https://towardsdatascience.com/natural-language-processing-feature-engineering-using-tf-idf-e8b9d00e7e76
Args:
docs ([type]): [description]
"""
docs = []
for text in df['text'].tolist():
docs += [text]
vectorizer = TfidfVectorizer(tokeniz... | ef75e51f1d4b69dcf6a5ab908f56eff8a25852f7 | 7,930 |
def get_activation_func(activation):
"""Turns a string activation function name into a function.
"""
if isinstance(activation, string_types):
# Get the activation function.
activation = activation.lower()
if activation == "tanh":
activation_func = tanh
elif activa... | 6cb6fccdacf44c3fc3fac242d69a2494459c1318 | 7,932 |
def create_schema(hostname='localhost', username=None, password=None,
dbname=None, port=None, schema_name=None):
"""Create test schema."""
cn = create_cn(hostname, password, username, dbname, port)
with cn.cursor() as cr:
cr.execute('DROP SCHEMA IF EXISTS %s CASCADE' % dbname)
... | ef1b8b77ca1cd88804f0afec9efc24caad3a601d | 7,934 |
def set_color_in_session(intent, session):
""" Sets the color in the session and prepares the speech to reply to the
user.
"""
card_title = intent['name']
session_attributes = {}
should_end_session = False
if 'Color' in intent['slots']:
favorite_color = intent['slots']['Color']['va... | 4783aa36b18fb723441d99a8ffcdfe4b587d2a45 | 7,935 |
def fpath_to_pgn(fpath):
"""Slices the pgn string from file path.
"""
return fpath.split('/')[-1].split('.jpeg')[0] | 1cc6cad60c5356b6c731947a59998117bf15035a | 7,936 |
def convert_to_constant(num):
"""
Convert one float argument to Constant, returning the converted object.
:param float num:
Float number to be converted to Constant
:return:
Float number converted to a Constant object
:rtype: object
"""
return Constant(name=str(num), units... | 111ae55c1446228b23638465c75bd9fa6d3d7043 | 7,937 |
def data_zip(data):
"""
输入数据，返回一个拼接了子项的列表，如([1,2,3], [4,5,6]) -> [[1,4], [2,5], [3,6]]
{"a":[1,2],"b":[3,4]} -> [{"a":1,"b":3}, {"a":2,"b":4}]
:param data: 数组 data
元组 (x, y,...)
字典 {"a":data1, "b":data2,...}
:return: 列表或数组
"""
if isinstance(data, tuple):
... | 31dcaa3905a7d062cfe994543df31f293fdc962a | 7,938 |
def _days_in_leap_and_common_years(i_date, f_date):
"""Return the a tuple with number of days in common and leap years (respectively) between initial and final dates.
"""
iy = i_date.year
fy = f_date.year
days_in_leap = 0
days_in_common = 0
if iy == fy:
# same year
... | f96b6c26fd8e87a543ffa6b6e7ed66144248d752 | 7,939 |
def make_space_kernel(data, background_kernel, trigger_kernel, time,
time_cutoff=None, space_cutoff=None):
"""Produce a kernel object which evaluates the background kernel, and
the trigger kernel based on the space locations in the data, always using
the fixed time as passed in.
:param data: An... | 5c84dfb89340e52e57fb0b28464b18b0487601ea | 7,940 |
import torch
def get_dim_act_curv(args):
"""
Helper function to get dimension and activation at every layer.
:param args:
:return:
"""
if not args.act:
act = lambda x: x
else:
act = getattr(F, args.act)
acts = [act] * (args.num_layers - 1)
dims = [args.feat_dim]
... | 072a54a3a2060598cbbe0fc89efe0be4b7cdc63f | 7,941 |
def write_charset_executable(mysql_charset_script_name, here):
"""Write to disk as an executable the file that will be used to issue the MySQL
statements that change the character set to UTF-8 -- return the absolute path.
"""
mysql_charset_script = os.path.join(here, mysql_charset_script_name)
if no... | b92ea0e48ccebd267856ababcb714e736fea812c | 7,943 |
import time
def readTemperature(file):
"""
Returns the temperature of the one wire sensor.
Pass in the file containing the one wire data (ds18b20+)
"""
lines = read_temp_raw(file)
while lines[0].strip()[-3:] != "YES":
time.sleep(0.2)
lines = read_temp_raw(file)
equals_pos =... | 3398f287ae98df4b72ff212cdcad1764a9bbe31b | 7,944 |
def energyAct(
grid, deltaE, xA, yA, zA, xB, yB, zB, temp, eList, i, dimensions):
"""Perform swap or not, based on deltaE value"""
kB = 8.617332e-5 # boltzmann constant, w/ ~eV units
kTemp = kB * temp
if deltaE <= 0: # Swap lowers energy, therefore is favourable,
# so perform swap in grid
grid = performSwap(... | 2380991200c2b3c196b1fea4c4108e82f20a979b | 7,946 |
def lambda_handler(event, context):
"""
Lambda function that transforms input data and stores inital DB entry
Parameters
----------
event: dict, required
context: object, required Lambda Context runtime methods and attributes
Context doc: https://docs.aws.amazon.com/lambda/latest/dg/python-... | 83bba41d28a7b37da6579dfc2641380839f9d785 | 7,947 |
def getModCase(s, mod):
"""Checks the state of the shift and caps lock keys, and switches the case of the s string if needed."""
if bool(mod & KMOD_RSHIFT or mod & KMOD_LSHIFT) ^ bool(mod & KMOD_CAPS):
return s.swapcase()
else:
return s | 4faa2963e96786c5495443382585188b3a6ff119 | 7,948 |
from pathlib import Path
def try_provider(package, provider, domain):
"""Try using a provider."""
downloaded_file = None
data = None
apk_name = f'{package}.apk'
temp_file = Path(gettempdir()) / apk_name
link = find_apk_link(provider, domain)
if link:
downloaded_file = download_file... | e43a6b18a5783722c148a537f21e501a1f4e5928 | 7,950 |
def _get_list(sline):
"""Takes a list of strings and converts them to floats."""
try:
sline2 = convert_to_float(sline)
except ValueError:
print("sline = %s" % sline)
raise SyntaxError('cannot parse %s' % sline)
return sline2 | 2b315b12508638fe603378fdd3127bd814f4313d | 7,951 |
def add_number(partitions, number):
"""
Adds to the partition provided `number` in all its combinations
"""
# Add to each list in partitions add 1
prods = partitions.values()
nKeys = [(1,) + x for x in partitions.keys()]
# apply sum_ones on each partition, and add results to partitions
... | cade1ddbd4002b76fc2652c59fe4f0a9bcdcc9b9 | 7,952 |
import colorsys
def _color_to_rgb(color, input):
"""Add some more flexibility to color choices."""
if input == "hls":
color = colorsys.hls_to_rgb(*color)
elif input == "husl":
color = husl.husl_to_rgb(*color)
color = tuple(np.clip(color, 0, 1))
elif input == "xkcd":
col... | 7b3a502eba4a48dbd9b1e44d278aee58eb1ea22c | 7,953 |
def in_days(range_in_days):
"""
Generate time range strings between start and end date where each range is range_in_days days long
:param range_in_days: number of days
:return: list of strings with time ranges in the required format
"""
delta = observation_period_end - observation_period_star... | f9e77eac3fd151923cb14d05d291a0e362bd11b5 | 7,954 |
from pathlib import Path
from typing import List
import re
def tags_in_file(path: Path) -> List[str]:
"""Return all tags in a file."""
matches = re.findall(r'@([a-zA-Z1-9\-]+)', path.read_text())
return matches | 1071c22ac79f51697b2ed18896aa1d17568ecb2c | 7,955 |
import torch
def pad_to_longest_in_one_batch(batch):
"""According to the longest item to pad dataset in one batch.
Notes:
usage of pad_sequence:
seq_list = [(L_1, dims), (L_2, dims), ...]
item.size() must be (L, dims)
return (longest_len, len(seq_list), dims)
... | 3892b6002ae0f0cb0b6ce4c29128120a8f63237a | 7,956 |
def create_instance(c_instance):
""" Creates and returns the Twister script """
return Twister(c_instance) | acceb844eae8a3c9a8c734e55c4c618f990f1ae0 | 7,957 |
from typing import Type
from typing import Callable
def command_handler(command_type: Type[CommandAPI],
*,
name: str = None) -> Callable[[CommandHandlerFn], Type[CommandHandler]]:
"""
Decorator that can be used to construct a CommandHandler from a simple
function.
... | 1c6634691e366b61043b2c745d43cc2371090200 | 7,958 |
def check_ip_in_lists(ip, db_connection, penalties):
"""
Does an optimized ip lookup with the db_connection. Applies only the maximum penalty.
Args:
ip (str): ip string
db_connection (DBconnector obj)
penalties (dict): Contains tor_penalty, vpn_penalty, blacklist_penalty keys with i... | 2d6e3615d4b0d9b0fb05e7a0d03708856ffcbfef | 7,959 |
import numpy
def scan(fn,
sequences=None,
outputs_info=None,
non_sequences=None,
n_steps=None,
truncate_gradient=-1,
go_backwards=False,
mode=None,
name=None,
options=None,
profile=False):
"""
This function constructs an... | 7ac0b7d106bc2e1642827a2e9f79552eb418a918 | 7,960 |
def stock_analyst(stock_list):
"""This function accepts a list of data P and outputs the best day to
buy(B) and sell(S) stock.
Args:
stock_list: expects a list of stocks as a parameter
Returns:
a string promting to buy stock if one has not bought stock i.e the
value of stock is... | bbb3cd664ba0ea366e8ad6fa369ae3259cf52a02 | 7,961 |
def is_sync_available(admin_id):
"""Method to check the synchronization's availability about networks connection.
Args:
admin_id (str): Admin privileges flag.
"""
return r_synchronizer.is_sync_available() | 712becdc6c9903d41e3d29602bb7dc07987c6867 | 7,962 |
import collections
def on_second_thought(divider):
"""sort the characters according to number of times they appears in given text,
returns the remaining word as a string
"""
unsorted_list = list(unsorted_string)
# characters occurence determines the order
occurence = collections.Counter(un... | 1295a67cf1ebce0f79e49566306eba6add1f2e35 | 7,963 |
def aiohttp_unused_port(loop, aiohttp_unused_port, socket_enabled):
"""Return aiohttp_unused_port and allow opening sockets."""
return aiohttp_unused_port | 9c5d0c1125a7758be2e07a8f8aca6676429a841a | 7,964 |
def font_variant(name, tokens):
"""Expand the ``font-variant`` shorthand property.
https://www.w3.org/TR/css-fonts-3/#font-variant-prop
"""
return expand_font_variant(tokens) | 8bac3f0610c7951686504fd843c845d124f34ed6 | 7,966 |
def with_part_names(*part_names):
"""Add part names for garage.parts.assemble.
Call this when you want to assemble these parts but do not want
them to be passed to main.
"""
return lambda main: ensure_app(main).with_part_names(*part_names) | c62d495c2259139b1a9079697bcf784d12e6f9c2 | 7,967 |
def library_view(request):
"""View for image library."""
if request.user.is_authenticated:
the_user = request.user
albums = Album.objects.filter(user=the_user)
context = {'the_user': the_user,
'albums': albums}
return render(request, 'imager_profile/library.html',... | 948d239decfacabf5b3bba05e10739c7856db609 | 7,968 |
def combine_html_json_pbp(json_df, html_df, game_id, date):
"""
Join both data sources. First try merging on event id (which is the DataFrame index) if both DataFrames have the
same number of rows. If they don't have the same number of rows, merge on: Period', Event, Seconds_Elapsed, p1_ID.
:param json... | 4f2aa3948fea4f64ac996f4052101daa556d1038 | 7,969 |
import json
def read_json_file(path):
"""
Given a line-by-line JSON file, this function converts it to
a Python dict and returns all such lines as a list.
:param path: the path to the JSON file
:returns items: a list of dictionaries read from a JSON file
"""
items = list()
with open(... | 15f898faca0dff0ca4b6c73ff31e037d822cf273 | 7,970 |
def get_boss_wage2(employee):
""" Monadic version. """
return bind3(bind3(unit3(employee), Employee.get_boss), Employee.get_wage) | 60524cc219a1c4438d310382aff519ee8ef5a66b | 7,971 |
def keypoint_angle(kp1, kp2):
"""求两个keypoint的夹角 """
k = [
(kp1.angle - 180) if kp1.angle >= 180 else kp1.angle,
(kp2.angle - 180) if kp2.angle >= 180 else kp2.angle
]
if k[0] == k[1]:
return 0
else:
return abs(k[0] - k[1]) | 3feee667bcf767656da6334727b8d502be41d909 | 7,972 |
def get_args_static_distribute_cells():
"""
Distribute ranges of cells across workers.
:return: list of lists
"""
pop_names_list = []
gid_lists = []
for pop_name in context.pop_names:
count = 0
gids = context.spike_trains[pop_name].keys()
while count < len(gids):
... | 42862d47533a8662b26c9875e5f62ceebb91ccec | 7,973 |
import torch
def le(input, other, *args, **kwargs):
"""
In ``treetensor``, you can get less-than-or-equal situation of the two tree tensors with :func:`le`.
Examples::
>>> import torch
>>> import treetensor.torch as ttorch
>>> ttorch.le(
... torch.tensor([[1, 2], [3, ... | fa96a544f7f449daf008c6cf9b68f3760de67487 | 7,974 |
import numpy
def linear_to_srgb(data):
"""Convert linear color data to sRGB.
Acessed from https://entropymine.com/imageworsener/srgbformula
Parameters
----------
data: :class:`numpy.ndarray`, required
Array of any shape containing linear data to be converted to sRGB.
Returns
---... | 01eae0f9a34204498aad86e3a0a38337c7ced919 | 7,975 |
def circuit_to_dagdependency(circuit):
"""Build a ``DAGDependency`` object from a ``QuantumCircuit``.
Args:
circuit (QuantumCircuit): the input circuits.
Return:
DAGDependency: the DAG representing the input circuit as a dag dependency.
"""
dagdependency = DAGDependency()
dagde... | 7356da47f3af1088226af765f83cd43413de0a1f | 7,976 |
def tweets_factory(fixtures_factory):
"""Factory for tweets from YAML file"""
def _tweets_factory(yaml_file):
all_fixtures = fixtures_factory(yaml_file)
return [t for t in all_fixtures if isinstance(t, TweetBase)]
return _tweets_factory | 19d6e7ffe57ec071d324d535458c2263496c109d | 7,977 |
def monte_carlo(ds,duration,n,pval,timevar):
"""
pval: two-tailed pval
"""
x=0
mc = np.empty([ds.shape[1],ds.shape[2],n])
while x<n:
dummy = np.random.randint(0, len(ds[timevar])-duration, size=1) # have to adjust size so total number of points is always the same
mc[:,:,x] = ds[i... | 040aaf1a6a6813095079262446a2226fec8948ee | 7,978 |
def num_crl(wf_n):
"""Function computes the autocorrelation function from given vectors\
and the Discrete Fourier transform
Args:
wf_n(numpy array, complex): Wave function over time
Returns:
numpy array, complex: The wave function complex over time.
numpy array, complex: The au... | fc84cd7184fb04f2725b50439d9b5cfe223e2020 | 7,979 |
def resample_time_series(series, period="MS"):
"""
Resample and interpolate a time series dataframe so we have one row
per time period (useful for FFT)
Parameters
----------
df: DataFrame
Dataframe with date as index
col_name: string,
Identifying the column we will pull out
... | 2e3d2b1cbe4a8a0cc13c33c19fe217364819e31d | 7,980 |
def check_user(user, pw, DB):
"""
Check if user exists and if password is valid.
Return the user's data as a dict or a string with an error message.
"""
userdata = DB.get(user)
if not userdata:
log.error("Unknown user: %s", user)
return "Unknown user: %s" % user
elif userdat... | 21e8c56c0f747bd105cec31e1cb5aea348b4af44 | 7,983 |
def get_single_response_value(dom_response_list: list, agg_function):
"""
Get value of a single scenario's response.
:param dom_response_list: Single response provided as a list of one term.
:param agg_function: Function to aggregate multiple responses.
:return: Value of such observation.
"""
... | 7a7ef4f24a720a4611c48123061886b6bdb9f2f5 | 7,984 |
def sharpe_ratio(returns, periods=252):
"""
Create the Sharpe ratio for the strategy, based on a
benchmark of zero (i.e. no risk-free rate information).
Args:
returns (list, Series) - A pandas Series representing
period percentage returns.
periods (int.... | b06ef19c5512370ff98217f7fb565c25846b697e | 7,985 |
def is_validated(user):
"""Is this user record validated?"""
# An account is "validated" if it has the `validated` field set to True, or
# no `validated` field at all (for accounts created before the "account
# validation option" was enabled).
return user.get("validated", True) | c1ddfc52a62e71a68798dc07e7576a4ae42aa17f | 7,986 |
def current_chart_provider_monthly():
""" API for monthly provider chart """
mytime = dubwebdb.CTimes("%Y-%m", request.args.get('time_start'),
request.args.get('time_end'))
myids = dubwebdb.Ids(prv_id=sanitize_list(request.args.get('prvid')),
team_id=san... | 36f67b0323be8fc136175fa4f9fb4819b40ebb94 | 7,987 |
def create_round_meander(radius, theta=0, offset=Point()):
"""
Returns a single period of a meandering path based on radius
and angle theta
"""
deg_to_rad = 2 * pi / 360
r = radius
t = theta * deg_to_rad
# The calculation to obtain the 'k' coefficient can be found here:
# ... | c4379ef8f16486e9cdbd3353c5458a6c9523bb2d | 7,988 |
import pickle
def load_config(path):
"""Loads the config dict from a file at path; returns dict."""
with open(path, "rb") as f:
config = pickle.load(f)
return config | eb12aed2ebdeebacf3041f3e4880c714f99c052c | 7,990 |
from datetime import datetime
def _check_year(clinicaldf: pd.DataFrame, year_col: int, filename: str,
allowed_string_values: list = []) -> str:
"""Check year columns
Args:
clinicaldf: Clinical dataframe
year_col: YEAR column
filename: Name of file
allowed_strin... | c1630b4196733baa6ef12db2990243b1052d01d5 | 7,991 |
def lower_strings(string_list):
"""
Helper function to return lowercase version of a list of strings.
"""
return [str(x).lower() for x in string_list] | 58dcaccbc0f4ce8f22d80922a3ac5da26d7f42b1 | 7,992 |
def AAprime():
"""
>> AAprime()
aaprime and aprimea
"""
aprimeA = dot(transpose(ATable), ATable)
# Aaprime = dot(ATable1, ATable)
return aprimeA | f47d4df43ebcb8348e4a6fd4234b38bd18e92199 | 7,993 |
import _pickle
import _io
def _load_dataset(data_filename_or_set, comm, verbosity):
"""Loads a DataSet from the data_filename_or_set argument of functions in this module."""
printer = _baseobjs.VerbosityPrinter.create_printer(verbosity, comm)
if isinstance(data_filename_or_set, str):
if comm is No... | 9c3a26a36202b4e8f35c795b7817d3fde8900a0b | 7,995 |
import re
def parse_contact_name(row, name_cols, strict=False, type='person'):
"""Parses a person's name with probablepeople library
Concatenates all the contact name columns into a single string and then attempts to parse it
into standardized name components and return a subset of the name parts that ar... | 315b971344df60d2cbb4f0c4e1d820b37b07ddaf | 7,996 |
def get_peer_addr(ifname):
"""Return the peer address of given peer interface.
None if address not exist or not a peer-to-peer interface.
"""
for addr in IP.get_addr(label=ifname):
attrs = dict(addr.get('attrs', []))
if 'IFA_ADDRESS' in attrs:
return attrs['IFA_ADDRESS'] | e92906c0c705eb42ec3bedae2959dabcad72f0d2 | 7,999 |
def eiffel_artifact_created_event():
"""Eiffel artifact created event."""
return {
"meta": {
"id": "7c2b6c13-8dea-4c99-a337-0490269c374d",
"time": 1575981274307,
"type": "EiffelArtifactCreatedEvent",
"version": "3.0.0",
},
"links": [],
... | 0ef2e5adadb58b92c94bac42c9880728573b159e | 8,000 |
def _hash(input_data, initVal=0):
"""
hash() -- hash a variable-length key into a 32-bit value
k : the key (the unaligned variable-length array of bytes)
len : the length of the key, counting by bytes
level : can be any 4-byte value
Returns a 32-bit value. Every bit of the key affec... | c4f1b0ee22ca940d360090b965125e71c272ad4c | 8,001 |
import logging
def read_config_option(key, expected_type=None, default_value=None):
"""Read the specified value from the configuration file.
Args:
key: the name of the key to read from the config file.
expected_type: read the config option as the specified type (if specified)
default_... | effc94b89dd8b1e0765c71bd4c0c03760715db1d | 8,002 |
from typing import Any
import logging
def removeKeys(array: dict = None, remove: Any = None) -> dict:
"""
Removes keys from array by given remove value.
:param array: dict[Any: Any]
:param remove: Any
:return:
- sorted_dict - dict[Any: Any]
"""
if remove is None:
remove = [... | 1b98821000642c79fbb71a9c0dc7163c4a95fa26 | 8,004 |
from trimesh.path.creation import box_outline
from trimesh.path.util import concatenate
def affine2boxmesh(affines):
"""
:param affines: (n_parts, 6), range (0, 1)
:return:
"""
n_parts = len(affines)
colors = [[0, 0, 255, 255], # blue
[0, 255, 0, 255], # green
... | 3d6568e6e533bdb31cdceb244666f376d73dad1e | 8,005 |
def _select_index_code(code):
"""
1 - sh
0 - sz
"""
code = str(code)
if code[0] == '3':
return 0
return 1 | 697d8e5ca1744c897b7eebbb7b9b0a3b45faec3d | 8,006 |
def get_install_agent_cmd():
"""Get OS specific command to install Telegraf agent."""
agent_pkg_deb = "https://packagecloud.io/install/repositories/" \
"wavefront/telegraf/script.deb.sh"
agent_pkg_rpm = "https://packagecloud.io/install/repositories/" \
"wavefront/tele... | 14373024b3b6046badcedf686a38423f126f02a2 | 8,007 |
from typing import Tuple
from typing import DefaultDict
import collections
def unpack(manifests: LocalManifestLists) -> Tuple[ServerManifests, bool]:
"""Convert `manifests` to `ServerManifests` for internal processing.
Returns `False` unless all resources in `manifests` are unique. For
instance, returns ... | b7f3c3f1388b9d3791a18f2da97dd40cf131ecaa | 8,008 |
async def async_setup_platform(hass, config, async_add_entities, discovery_info=None):
"""Set up the switch from config."""
if DATA_KEY not in hass.data:
hass.data[DATA_KEY] = {}
host = config[CONF_HOST]
token = config[CONF_TOKEN]
name = config[CONF_NAME]
model = config.get(CONF_MODEL)
... | 0ef4f94c2b69bb2674ffcace56a85927c2c6d1d1 | 8,009 |
def process_generate_metric_alarms_event(event):
"""Handles a new event request
Placeholder copied from alert_controller implementation
"""
LOG.info(str(event))
return create_response(200, body="Response to HealthCheck") | 45f3ac5fa73048ec1f76bb5188a4e1de0eaca62d | 8,010 |
def get_query_segment_info(collection_name, timeout=None, using="default"):
"""
Notifies Proxy to return segments information from query nodes.
:param collection_name: A string representing the collection to get segments info.
:param timeout: An optional duration of time in seconds to allow for the RPC... | 521119f98a43d1abc303028f9bfa150dbfba098b | 8,011 |
def IoU(pred, gt, n_classes, all_iou=False):
"""Computes the IoU by class and returns mean-IoU"""
# print("IoU")
iou = []
for i in range(n_classes):
if np.sum(gt == i) == 0:
iou.append(np.NaN)
continue
TP = np.sum(np.logical_and(pred == i, gt == i))
FP = n... | 9635472121b13c9ce04e38fdfaee8bf29774a17a | 8,012 |
def from_torchvision(vision_transform, p=1):
"""Takes in an arbitary torchvision tranform and wrap it such that it can be
applied to a list of images of shape HxWxC
Returns a callable class that takes in list of images and target as input
NOTE:
Due to implementation difficuities, in order ... | b2af1a672d24171d9b80cd4eeb6d53fc80d09f53 | 8,013 |
def get_ports(context, project_id=None):
"""Returns all ports of VMs in EOS-compatible format.
:param project_id: globally unique neutron tenant identifier
"""
session = context.session
model = db_models.AristaProvisionedVms
if project_id:
all_ports = (session.query(model).
... | 17d8dadde3dde78286f746435454b454d5589bd2 | 8,015 |
import hashlib
import hmac
def _HMAC(K, C, Mode=hashlib.sha1):
"""
Generate an HMAC value.
The default mode is to generate an HMAC-SHA-1 value w/ the SHA-1 algorithm.
:param K: shared secret between client and server.
Each HOTP generator has a different and unique secret K.
:type K: ... | db9bf26c52427acc259f3cb1590c7c13b0d0dd9e | 8,016 |
def get_reference(planet_name):
"""
Return reference for a given planet's orbit fit
Args:
planet_name (str): name of planet. no space
Returns:
reference (str): Reference of orbit fit
"""
planet_name = planet_name.lower()
if planet_name not in post_dict:
raise Value... | b700509300bdb2f6595e2a7c44a0d84e04d795f8 | 8,017 |
def DefaultPortIfAvailable():
"""Returns default port if available.
Raises:
EmulatorArgumentsError: if port is not available.
Returns:
int, default port
"""
if portpicker.is_port_free(_DEFAULT_PORT):
return _DEFAULT_PORT
else:
raise EmulatorArgumentsError(
'Default emulator port [{... | 40c065946d8f9ee6c50f7df40f2be6644a472414 | 8,018 |
def mock_hub(hass):
"""Mock hub."""
mock_integration(hass, MockModule(DOMAIN))
hub = mock.MagicMock()
hub.name = "hub"
hass.data[DOMAIN] = {DEFAULT_HUB: hub}
return hub | b4495ca6fbb7638aedf86406f94c00566e376b1b | 8,019 |
def deferred_setting(name, default):
"""
Returns a function that calls settings with (name, default)
"""
return lambda: setting(name, default) | 286acec75f7a5a1e0217dc4cee7b7b5d1ba8e742 | 8,020 |
def extends_dict(target, source):
""" Will copy every key and value of source in target if key is not present in target """
for key, value in source.items():
if key not in target:
target[key] = value
elif type(target[key]) is dict:
extends_dict(target[key], value)
... | 5a68dde5e3bb7dbb81ad61c3698614f56dd5efd7 | 8,021 |
def get_maps_interface_class(zep_inp):
"""
Takes the input of zephyrus and return the maps of
interfaces to classes and viceversa
"""
interface_to_classes = {}
class_to_interfaces = {}
for i in zep_inp["components"].keys():
class_name = i.split(settings.SEPARATOR)[-1]
interfaces = zep_inp["compone... | 9a14de30677abe0fa8cf0bb3907cd1f32a8f33de | 8,022 |
def plextv_resources_base_fixture():
"""Load base payload for plex.tv resources and return it."""
return load_fixture("plex/plextv_resources_base.xml") | f252099bd6457af208c4d96b8024d3ce28d84cd9 | 8,023 |
from netrc import netrc
from requests.auth import HTTPDigestAuth
def _auth(machine='desi.lbl.gov'):
"""Get authentication credentials.
"""
n = netrc()
try:
u,foo,p = n.authenticators(machine)
except:
raise ValueError('Unable to get user/pass from $HOME/.netrc for {}'.format(machine... | 4ef27e589416f54dd76522b3312a2aa24441e200 | 8,024 |
import re
def relative_date_add(date_rule: str, strict: bool = False) -> float:
"""Change the string in date rule format to the number of days. E.g 1d to 1, 1y to 365, 1m to 30, -1w to -7"""
days = ''
if re.search(DateRuleReg, date_rule) is not None:
res = re.search(DateRuleReg, date_rule)
... | 9180ed2ec99302679f7d0e2ee9ca57c4e2e6c48c | 8,025 |
def to_frames_using_nptricks(src: np.ndarray, window_size: int, stride: int) -> np.ndarray:
"""
np.ndarray をフレーム分けするプリミティブな実装で，分割に`np.lib.stride_tricks.as_strided`関数を使用しており，indexingを使用する`to_frames_using_index`より高速である．
Parameters
----------
src: np.ndarray
splited source.
window_size: i... | b10b077cf0fbf2b0e491e7f1cba9033cfadf10c5 | 8,026 |
def global_fit(
model_constructor,
pdf_transform=False,
default_rtol=1e-10,
default_atol=1e-10,
default_max_iter=int(1e7),
learning_rate=1e-6,
):
"""
Wraps a series of functions that perform maximum likelihood fitting in the
`two_phase_solver` method found in the `fax` python module.... | 46917c0a4e6469759184a4aaa8199c57573360b0 | 8,027 |
from typing import Optional
from typing import List
def reorder_task(
token: 'auth.JWT',
task_id: 'typevars.ObjectID',
before_id: 'Optional[typevars.ObjectID]' = None,
after_id: 'Optional[typevars.ObjectID]' = None
) -> 'List[models.Task]':
"""Change the position of the task in the list."""
if... | b9e30b6d5929614d8385bd478e0e0a1f2663723f | 8,029 |
def get_ldpc_code_params(ldpc_design_filename):
"""
Extract parameters from LDPC code design file.
Parameters
----------
ldpc_design_filename : string
Filename of the LDPC code design file.
Returns
-------
ldpc_code_params : dictionary
Parameters of the LDPC code.
"... | a2702a3fb5faf67d56fa08ae7ab627e3142fb006 | 8,030 |
def find_collection(*, collection, name):
"""
Looks through the pages of a collection for a resource with the specified name.
Returns it, or if not found, returns None
"""
if isinstance(collection, ProjectCollection):
try:
# try to use search if it is available
# cal... | a6532f2f63b682822f96e51d7ab86e7bc240d922 | 8,031 |
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