content stringlengths 35 416k | sha1 stringlengths 40 40 | id int64 0 710k |
|---|---|---|
def cube(x):
"""return x^3"""
return x*x*x | df9aa4330b7cfb1946b3c403935c864a2e7fae7a | 708,006 |
import os
from pathlib import Path
def is_root() -> bool:
"""
Checks whether the current user is root (or, on Windows, an administrator).
"""
if os.name == 'nt':
try:
_dummy = list((Path(os.environ.get('SystemRoot', 'C:\\Windows')) / 'Temp').iterdir())
return True
... | b6fb87fd0a8daab882e506aa5e289d83eb61c242 | 708,007 |
from typing import Tuple
def load_forcings_gauge_metadata(path: str) -> Tuple[float, float, float]:
"""
Loads gauge metadata from the header of a CAMELS-USE forcings file.
Parameters
----------
path: str
Path to the forcings file.
Returns
-------
tuple
(gauge latitude... | c91c3bafb83709967d6dd480afd8e53ac9f94445 | 708,008 |
def append_artist(songs, artist):
"""
When the songs gathered from the description just contains the
titles of the songs usually means it's an artist's album.
If an artist was provided appends the song title to the artist
using a hyphen (artist - song)
:param list songs: List of song titles (onl... | b3fbda311849f68ab01c2069f44ea0f694365270 | 708,010 |
def get_missing_columns(missing_data):
"""
Returns columns names as list that containes missing data
:param
missing_data : return of missing_data(df)
:return
list: list containing columns with missing data
"""
missing_data = missing_data[missing_data['percent'] > 0]
missing_... | 80feccec6148a417b89fb84f4c412d9ea4d0dd37 | 708,011 |
def get_function_name(fcn):
"""Returns the fully-qualified function name for the given function.
Args:
fcn: a function
Returns:
the fully-qualified function name string, such as
"eta.core.utils.function_name"
"""
return fcn.__module__ + "." + fcn.__name__ | ae186415225bd5420de7f7b3aef98480d30d59f8 | 708,012 |
def clean_cases(text):
"""
Makes text all lowercase.
:param text: the text to be converted to all lowercase.
:type: str
:return: lowercase text
:type: str
"""
return text.lower() | 9b0c931336dbf762e5e3a18d103706ddf1e7c14f | 708,013 |
def filter_0_alleles(allele_df, allele_num=2):
"""Drop alleles that do not appear in any of the strains.
"""
drop_cols = []
for col in allele_df.columns:
if allele_df[col].sum()<allele_num:
drop_cols.append(col)
allele_df.drop(drop_cols, inplace=True, axis=1)
return allele_df | 9b76152d6e6fc200c2d80d4721122d3958642286 | 708,015 |
def gradient_of_rmse(y_hat, y, Xn):
"""
Returns the gradient of the Root Mean Square error with respect to the
parameters of the linear model that generated the prediction `y_hat'.
Hence, y_hat should have been generated by a linear process of the form
Xn.T.dot(theta)
Args:
y... | 73a46197f90cf1b9c0a90a8ce2d2eae006c6d002 | 708,016 |
def align_down(x: int, align: int) -> int:
"""
Align integer down.
:return:
``y`` such that ``y % align == 0`` and ``y <= x`` and ``(x - y) < align``
"""
return x - (x % align) | 8144309badf601999f4c291ee3af5cfbd18397ea | 708,017 |
import glob
import csv
def write_colocated_data_time_avg(coloc_data, fname):
"""
Writes the time averaged data of gates colocated with two radars
Parameters
----------
coloc_data : dict
dictionary containing the colocated data parameters
fname : str
file name where to store th... | 2e786c6df8a617f187a7b50467111785342310c5 | 708,019 |
def augment_note_matrix(nmat, length, shift):
"""Pitch shift a note matrix in R_base format."""
aug_nmat = nmat.copy()
aug_nmat[0: length, 1] += shift
return aug_nmat | a1ff855266e44012e05347a95abfa5324fd6e4e6 | 708,020 |
def breed_list(request):
""" Фикстура возвращает список всех пород собак """
return request.param | 29394d8a97444680acc3a0b7ff0f1b2949a5609d | 708,021 |
def tail(file, n=1, bs=1024):
""" Read Last n Lines of file
credit:
https://www.roytuts.com/read-last-n-lines-from-file-using-python/
https://github.com/roytuts/python/blob/master/read-lines-from-last/last_lines_file.py
"""
f = open(file)
f.seek(0, 2)
l = 1-f.read(1).count('\n')
B ... | db7443e4af1028565491cb06944717488506b2b7 | 708,022 |
def null_count(df):
"""
df is a dataframe
Check a dataframe for nulls and return the number of missing values.
"""
return df.isnull().sum().sum() | 6e3eb91a3eaec456bb828b44be0780b64470e823 | 708,023 |
import subprocess
def currentGUIusers():
"""Gets a list of GUI users by parsing the output of /usr/bin/who"""
gui_users = []
proc = subprocess.Popen('/usr/bin/who', shell=False,
stdin=subprocess.PIPE,
stdout=subprocess.PIPE, stderr=subprocess.PIPE)
... | 69c7b62ea3b3759b5efc64c68fe0110f59fda9db | 708,024 |
import glob
import os
import csv
def extract(func):
"""
Decorator function. Open and extract data from CSV files. Return list of dictionaries.
:param func: Wrapped function with *args and **kwargs arguments.
"""
def _wrapper(*args):
out = []
instance, prefix = args
for fn... | 2a369596b6b26edc7259f27e7f594bd997d04f48 | 708,025 |
import os
def list_all_projects(path):
"""lists all projects from a folder"""
project_names = []
for file in os.listdir(path):
if not os.path.isfile(os.path.join(path, file)):
continue
project_names.append(file.split('.')[0])
return project_names | f40c9c5868b49170b2dcd7326e0effe2ce99ee45 | 708,026 |
def get_trail_max(self, rz_array=None):
"""
Return the position of the blob maximum. Either in pixel or in (R,Z) coordinates if rz_array
is passed.
"""
if (rz_array is None):
return self.xymax
# Remember xycom[:,1] is the radial (X) index which corresponds to R
return rz_array[self.... | 5456c95ba4cb02352aa69398f9fa5307f3dc8e06 | 708,027 |
from typing import Tuple
from typing import List
def create_annotation(annotation_id: int, image_id: int, category_id: int, is_crowd: int, area: int,
bounding_box: Tuple[int, int, int, int], segmentation: List[Tuple[int, int]]) -> dict:
"""
Converts input data to COCO annotation informat... | 715a6204ed5dd9b081ac6e87541df3cd46d329a1 | 708,029 |
def asset_name(aoi_model, model, fnf=False):
"""return the standard name of your asset/file"""
prefix = "kc_fnf" if fnf else "alos_mosaic"
filename = f"{prefix}_{aoi_model.name}_{model.year}"
if model.filter != "NONE":
filename += f"_{model.filter.lower()}"
if model.rfdi:
filename... | e7211bec70739e53280ce424e1cb3c4c4304ac54 | 708,031 |
def rgb2hex(rgb_color):
""" 'rgb(180, 251, 184)' => '#B4FBB8' """
rgb = [int(i) for i in rgb_color.strip('rgb()').split(',')]
return '#{:02x}{:02x}{:02x}'.format(rgb[0], rgb[1], rgb[2]) | 40a01ccc5695266aebaf63a169c1039a6f42a724 | 708,032 |
def execute(cursor, query):
"""Secure execute for slow nodes"""
while True:
try:
cursor.execute(query)
break
except Exception as e:
print("Database query: {} {}".format(cursor, query))
print("Database retry reason: {}".format(e))
return cursor | b46338ab7304737d3b12cb1bd4d4dff9665d0f60 | 708,033 |
import zipfile
def zip_to_gdal_path(filepath):
"""
Takes in a zip filepath and if the zip contains files
ascii files, prepend '/viszip' to the path
so that they can be opened using GDAL without extraction.
"""
zip_file_list = []
if zipfile.is_zipfile(filepath):
try:
... | 9e9e44d6eb3022ebe982cc44284da76f56a4ddeb | 708,034 |
def is_eval_epoch(cfg, cur_epoch):
"""
Determine if the model should be evaluated at the current epoch.
Args:
cfg (CfgNode): configs. Details can be found in
sgs/config/defaults.py
cur_epoch (int): current epoch.
"""
return (
cur_epoch + 1
) % cfg.TRAIN.EVAL_P... | d8abb04409879b88bdfd32cf323bcbea037ae630 | 708,035 |
def _getMissingResidues(lines):
"""Returns the missing residues, if applicable."""
try:
missing_residues = []
for i, line in lines['REMARK 465']:
if len(line.split()) == 5 and int(line.split()[4]) > 0:
missing_residues.append("{0:<3s} {1}{2:>4d}".format(line.split()[... | 071c6d792bc703d0379774eb19c09d9599f17c66 | 708,036 |
def get_season(msg, info_fields):
"""find season in message"""
seasonDICT = {'2016':['二零一六球季', '二零一六賽季', '2016球季', '2016賽季', '2016年', '2016'],
'2017':['二零一七球季', '二零一七賽季', '2017球季', '2017賽季', '2017年', '2017'],
'2018':['二零一八球季', '二零一八賽季', '2018球季', '2018賽季', '2018年', '2018'],
... | 8b5dfceafe45d9ba325c519b24dde03a20d37655 | 708,038 |
def lsst_exposure_time(bands=''):
"""
Sample from the LSST exposure time distribution
"""
dist = {'u': 15.0, 'g': 15.0, 'r': 15.0, 'i': 15.0, 'z': 15.0, 'Y': 15.0}
return [dist[b] for b in bands.split(',')] | 1374512a73b9a0eaf3b1757b09cfdd519fba520c | 708,039 |
def bin2hexstring(bin_str):
"""
二进制串转十六进制串，按照 4：1 比例转换
:param bin_str: 二进制串
:return: 十六进制串
"""
bin_len = len(bin_str)
left = 0
right = 4
re_str = hex(int(bin_str[left:right], 2))[2:]
for i in range(right, bin_len, 4):
left = right
right += 4
re_str += hex(... | 823ba4ef86ebcf7e30a29c3718768c6a654acad5 | 708,040 |
def check_dict_word(word, target):
"""
Check dict word. If one character not in searching word, then not add the word to python_dict.
:param word: str, word in dictionary.txt.
:param target: str, the searching word
:return: True, all character within are in searching word.
"""
# Level one: c... | 91751f580aa74b7340946f0642c24e11dc19ff32 | 708,041 |
def get_memory_in_GB(memory_str):
"""Returns the memory value in GB from a given string in kB"""
try:
return '{0} GB'.format(int(memory_str[:-2]) / 1000000)
except (ValueError, TypeError):
return '' | 4c94c00a5e800ed807f4c3a31fe89e90f28260fe | 708,042 |
def filehash(thisfile, filesha):
"""
First parameter, filename
Returns SHA1 sum as a string of hex digits
"""
try:
filehandle = open(thisfile, "rb")
except:
return ""
data = filehandle.read()
while data != b"":
filesha.update(data)
data = filehandle.read(... | bb6c965d5a0c5f332320d2426b066b4fa85f77e3 | 708,043 |
from sys import getsizeof
def object_size(o):
"""
Calls `getsizeof <https://docs.python.org/3/library/sys.html#sys.getsizeof>`_.
@param o object
@return size of the object, that excludes references objects.
"""
return getsizeof(o) | f66dbbd543001b904f960aa75fd26f0c4737f5a5 | 708,044 |
import time
def current_time():
""" current_time() -> str
>>> current_time()
14:28:04
Returns the current local time in 24 clock system.
"""
return time.strftime('%X', (time.localtime())) | 9ab4ed21d1480e1923c8a55b8f213ff47cb8adcc | 708,045 |
def prepare_hex_string(number, base=10):
"""
Gets an int number, and returns the hex representation with even length padded to the left with zeroes
"""
int_number = int(number, base)
hex_number = format(int_number, 'X')
# Takes the string and pads to the left to make sure the number of characte... | e6efeca87d5f0a603c8fdb65fd7e2d07cc491766 | 708,046 |
def plotly_figure(figure, id: str):
"""
:param figure: plotly graph object or px figure
:param id: unique id string of format 'id_xxx' with x representin a number
:return: html style string containing a plotly figure
"""
json_figure = figure.to_json()
html = """
<div id="""+id+"""></... | 949415c70d467c48ee3aa1f028c9e3539099febf | 708,047 |
def _add_resources_to_vault_obj(obj, data, columns):
"""Add associated resources to column and data tuples
"""
i = 0
for s in obj.resources:
if obj.resources[i].id:
name = 'resource_id_' + str(i + 1)
data += (obj.resources[i].id,)
columns = columns + (name,)
... | 3a6dd7541ac853a7c62b638abf4d0eeb21bb6cb2 | 708,048 |
def classify_helmet_belt_worn(x):
"""
This function returns a strinig representation of the int value of the field which specifies whether the
person was wearing a setabelt or a helmet. This specification is from the Road Crash Statistics Victoria , 2013 Edition
document.
:param x: int value represe... | cba05be8d03c933e767a75400032d07e296e0ec3 | 708,049 |
import collections
def sort_dataset_by_len(dataset):
"""
returns a dict mapping length -> list of items of that length
an OrderedDict is used to that the mapping is sorted from smallest to largest
"""
sorted_dataset = collections.OrderedDict()
lengths = sorted(list(set(len(x[1]) for x in datas... | 1e67da963c6d968fba39730cc33e100242fcafca | 708,050 |
import copy
import random
def select_random_user_goals(user_goals_no_req_slots, user_goals_with_req_slots, cardinality_no_req, cardinality_req):
"""
Helper method to randomly select user goals
"""
random_user_goals = {}
random_user_goals['all'] = []
# select randomly user goals without reque... | ff51361d45cdbd62cc9ee9e8263d47870435b326 | 708,051 |
import click
def optional_tools_or_packages_arg(multiple=False):
""" Decorate click method as optionally taking in the path to a tool
or directory of tools or a Conda package. If no such argument is given
the current working directory will be treated as a directory of tools.
"""
name = "paths" if ... | 4a34da51b4a644df70c5ce3ea8afb8b86ae2281d | 708,052 |
import numpy
def linear_interpolate_cdf(base_cdf):
"""Linear interpolate regions of straight lines in the CDF.
Parameters:
base_cdf (list): n elements of non-decreasing order.
Returns:
list of length base_cdf where consecutive elements of straight lines
are linearly interpolated ... | 8f119d1698a44e90253920decf1b3253db9171be | 708,053 |
def hash_str(string: str) -> int:
"""
Create the hash for a string (poorly).
"""
hashed = 0
results = map(ord, string)
for result in results:
hashed += result
return hashed | b80c177974437966361e4117ba235c1563fee5c4 | 708,054 |
def compare_files(file_name1, file_name2):
"""
Compare two files, line by line, for equality.
Arguments:
file_name1 (str or unicode): file name.
file_name2 (str or unicode): file name.
Returns:
bool: True if files are equal, False otherwise.
"""
with open(file_name1) as f... | 3f77cf177ba60ddd121b95648379fff845d9877b | 708,055 |
import os
def _get_template_dirs(type="plugin"):
"""Return a list of directories where templates may be located.
"""
template_dirs = [
os.path.expanduser(os.path.join("~", ".rapport", "templates", type)),
os.path.join("rapport", "templates", type) # Local dev tree
]
return templat... | b0c6351d0e346310f5d36c6d010332cc1e1b54ea | 708,056 |
def push_gitlab_event_dict():
"""
Cleared version of the push gitlab webhook content.
"""
return {
"object_kind": "push",
"event_name": "push",
"before": "0e27f070efa4bef2a7c0168f07a0ac36ef90d8cb",
"after": "cb2859505e101785097e082529dced35bbee0c8f",
"ref": "refs/... | 3a0134774f828e233c8b1e3fd2d6b94d6fae699f | 708,057 |
import collections
def sort_dict(d, key=None, reverse=False):
"""
Sorts a dict by value.
Args:
d: Input dictionary
key: Function which takes an tuple (key, object) and returns a value to
compare and sort by. By default, the function compares the values
of the dict ... | 9ca904a5e0df3e3c50b29967adfe9061e778dfc9 | 708,058 |
def getReviewRedirect(entity, params):
"""Returns the redirect to review the specified entity.
"""
return '/%s/review/%s' % (
params['url_name'], entity.key().id_or_name()) | 959ff6d0297ec54248ee725e93a79702512d00d7 | 708,059 |
import sympy
def __sympyToC_Grad(exprs: list, doOpts: bool = False) -> str:
""" creates C code from a list of sympy functions (somewhat optimized).
source: https://stackoverflow.com/questions/22665990/optimize-code-generated-by-sympy
and modified """
tmpsyms = sympy.numbered_symbols("tmp")
if do... | 33a95d99b19458ac7b8dd8d8e4272485b0f5f206 | 708,060 |
def ger(self, y):
"""Computer an outer product between two vectors"""
assert self.dim() == 1 and y.dim() == 1, "Outer product must be on 1D tensors"
return self.view((-1, 1)).matmul(y.view((1, -1))) | 003dda3dd678fdcf35f63f80c064586320c97d23 | 708,061 |
def loadSource(path):
"""Loads a list of transportReactions. Format:
R("Macgamb_Transp")
R("Madnb_Transp")
R("MalaDb_Transp")..."""
file = open(path, 'r')
sources = [line.strip() for line in file]
file.close()
return sources | 244e9e5619a5039822ef14dfbb3d99b55cb6cc74 | 708,062 |
import ast
def transpose_dict(data, data_key):
"""Function: transpose_dict
Description: Transpose specified keys in a list of dictionaries
to specified data types or None.
Arguments:
(input) data -> Initial list of dictionaries.
(input) data_key -> Dictionary of keys and data ... | 7675ea2f80e9e85993dc99a2a31df04abfeba2c8 | 708,063 |
def aligner_to_symbol(calls):
"""
Assign symbols to different aligners in the input file
Set the attribute of the class instances
return a list of indices for which each aligner is found uniquely and all aligners
sorted by aligners
"""
symbols = ['o', '+', 'x', 'v', '*', 'D', 's', 'p', '8',... | b9cef3ae33b6ce84daf78a8bc8ce528f97d7a8a6 | 708,064 |
def convertCRS(powerplants, substations, towers, crs, grid):
"""
:param powerplants:
:param substations:
:param towers:
:param crs:
:return:
"""
substations.to_crs(crs)
# powerplants = powerplants.set_crs(crs)
# powerplants = powerplants.to_crs(crs)
# print(powerplants.crs)
... | 9fcb8c51323c00935ba2c882502a273f2bf532ff | 708,065 |
def read_number(dtype, prompt='', floor=None, ceil=None, repeat=False):
""" Reads a number within specified bounds. """
while True:
try:
result = dtype(input(prompt))
if floor is not None and result < floor:
raise ValueError(f'Number must be no less than... | a528b1f5912ba4bab0b87c87004311778eaa8187 | 708,066 |
from copy import copy
from numpy import zeros, unique
from itertools import product
def trainModel(label,bestModel,obs,trainSet,testSet,modelgrid,cv,optMetric='auc'):
""" Train a message classification model """
pred = zeros(len(obs))
fullpred = zeros((len(obs),len(unique(obs))))
model = copy(bestMode... | fdf60d23894bfd997cdf7fa82cb59257ad7b2954 | 708,067 |
import sys
def get_cpuinfo():
"""Returns the flags of the processor."""
if sys.platform == 'darwin':
return platforms.osx.get_cpuinfo()
if sys.platform == 'win32':
return platforms.win.get_cpuinfo()
if sys.platform == 'linux2':
return platforms.linux.get_cpuinfo()
return {} | 2ac223337d54426d36c9fda8d88f3545c6d4c30a | 708,068 |
def default_thread_index (value, threads):
"""
find index in threads array value
:param value:
:param threads:
:return:
"""
value_index = threads.index(value)
return value_index | 7be2efb6579f2880f53dac11705ba6a068c2d92d | 708,069 |
def isID(value):
"""Checks if value looks like a Ulysses ID; i.e. is 22 char long.
Not an exact science; but good enougth to prevent most mistakes.
"""
return len(value) == 22 | 527db9446adc2b88c2117bd35c74474c3e7bad24 | 708,070 |
def _extract_codes_from_element_text(dataset, parent_el_xpath, condition=None): # pylint: disable=invalid-name
"""Extract codes for checking from a Dataset. The codes are being extracted from element text.
Args:
dataset (iati.data.Dataset): The Dataset to check Codelist values within.
parent_e... | 45e4ec2a61dc38066ad9a71d41e63a48c6ccde23 | 708,071 |
def _do_ecf_reference_data_import(
import_method,
widget,
logwidget=None,
specification_items=None,
ecfdate=None,
datecontrol=None,
):
"""Import a new ECF club file.
widget - the manager object for the ecf data import tab
"""
ecffile = widget.datagrid.get_data_source().dbhome
... | 593b1ac77688c92c9fcd3ea8fafb3f5089849293 | 708,072 |
def decrement(x):
"""Given a number x, returns x - 1 unless that would be less than
zero, in which case returns 0."""
x -= 1
if x < 0:
return 0
else:
return x | 56b95324c147a163d3bdd0e9f65782095b0a4def | 708,073 |
def solver_problem1(digits_list):
"""input digits and return numbers that 1, 4, 7, 8 occurs"""
cnt = 0
for digits in digits_list:
for d in digits:
if len(d) in [2, 3, 4, 7]:
cnt += 1
return cnt | d1946d00d368ad498c9bb0a8562ec0ea76d26449 | 708,074 |
import decimal
def round_decimal(x, digits=0):
"""This function returns the round up float.
Parameters
----------
x : a float
digits : decimal point
Returns
----------
Rounded up float
"""
x = decimal.Decimal(str(x))
if digits == 0:
return int(... | 8670fa1e9063376e012ebbc71df0a19c6205ea9c | 708,075 |
def getPrefix(routetbl, peer_logical):
""" FUNCTION TO GET THE PREFIX """
for route in routetbl:
if route.via == peer_logical:
return route.name
else:
pass | 2ca32a1fd63d6fcefbcc9ac23e8636c73e88455b | 708,076 |
def dump_tuple(tup):
"""
Dump a tuple to a string of fg,bg,attr (optional)
"""
return ','.join(str(i) for i in tup) | ffa4838e2794da9d525b60f4606633f8940480bb | 708,078 |
def gen_check_box_idx():
""" Generate a list containing the coordinate of three
finder patterns in QR-code
Args:
None
Returns:
idx_check_box: a list containing the coordinate each pixel
of the three finder patterns
"""
idx_check_box = []
for i in range(7... | e26d9c5a3b093b52f54eb2c65b844215c40ddab8 | 708,079 |
import json
def json_formatter(result, verbose=False, indent=4, offset=0):
"""Format result as json."""
string = json.dumps(result, indent=indent)
string = string.replace("\n", "\n" + " "*offset)
return string | 512847722fa36eff408ac28d6e3dc8fde5c52af1 | 708,080 |
from typing import Any
from typing import Counter
def calc_proportion_identical(lst: Any) -> float:
"""
Returns a value between 0 and 1 for the uniformity of the values
in LST, i.e. higher if they're all the same.
"""
def count_most_common(lst):
"""
Find the most common item in LS... | adf467eba11694c5ea4583d7b53029110e59e25a | 708,081 |
import os
def getDirectoriesInDir(directory):
"""
Returns all the directories in the specified directory.
"""
directories = {}
for d in os.listdir(directory):
path = os.path.join(directory, d)
if os.path.isdir(path):
directories[d] = path
return directories | 8d78571d0ebc4fba58abf98354a7bd2bea018e60 | 708,082 |
import numpy
def csr_matrix_multiply(S, x): # noqa
"""Multiplies a :class:`scipy.sparse.csr_matrix` S by an object-array vector x.
"""
h, w = S.shape
result = numpy.empty_like(x)
for i in range(h):
result[i] = sum(S.data[idx]*x[S.indices[idx]] # noqa pylint:disable=unsupported-assignme... | 77e1630cbdd59f53b1b2885b731e73a14fb18b35 | 708,083 |
def _singleton(name):
"""Returns a singleton object which represents itself as `name` when printed,
but is only comparable (via identity) to itself."""
return type(name, (), {'__repr__': lambda self: name})() | b07003e1716115864bf1914d4b523b36d0f0471f | 708,084 |
import pickle
def fetch_pickle(filename):
"""
Fetches any variable saved into a picklefile with the given filename.
Parameters:
filename (str): filename of the pickle file
Returns:
variable (any pickle compatible type): variable that was saved into the picklefile.
"""... | 172c18520619d102b520658949d2464d5ecfb05c | 708,085 |
def check_clockwise(poly):
"""Checks if a sequence of (x,y) polygon vertice pairs is ordered clockwise or not.
NOTE: Counter-clockwise (=FALSE) vertice order reserved for inner ring polygons"""
clockwise = False
if (sum(x0*y1 - x1*y0 for ((x0, y0), (x1, y1)) in zip(poly, poly[1:] + [poly[0]]))) < 0:
... | 5e9f8fba6cd11e33dfe60a89e62eeac2ac24c805 | 708,086 |
def format_stats(stats):
"""Format statistics for printing to a table"""
result = ''
for key, value in stats.items():
result += f'{key} - {value}\n'
return result[:-1] | 2d01b6c48b83f8e8810f4609183b39fad871f942 | 708,087 |
def timestamp2str(ts):
""" Converts Timestamp object to str containing date and time
"""
date = ts.date().strftime("%Y-%m-%d")
time = ts.time().strftime("%H:%M:%S")
return ' '.join([date, time]) | 0e847a8af0cbbacf18df911e3070ac7c70e504b7 | 708,088 |
import os
def compute_file_path(data_path, path, command):
"""Return the computed file path for mocked data
Keyword arguments:
data_path -- the path of the folder that contains the subbed data
path -- the URL path
command -- the HTTP verb
"""
return os.path.realpath(
os.path.join... | 8260a67edb5fca16e4b9004e8596cc080c98ff19 | 708,089 |
import time
def getToday(format=3):
"""返回今天的日期字串"""
t = time.time()
date_ary = time.localtime(t)
if format == 1:
x = time.strftime("%Y%m%d", date_ary)
elif format == 2:
x = time.strftime("%H:%M", date_ary)
elif format == 3:
x = time.strftime("%Y/%m/%d", date_ary)
el... | 900c0a0d42dc2220c5e5030eeebd858e3e6a41bf | 708,091 |
def parse_test_config(doc):
""" Get the configuration element. """
test_config = doc.documentElement
if test_config.tagName != 'configuration':
raise RuntimeError('expected configuration tag at root')
return test_config | c61c2f4e43c5501c461bb92b63609162b2918860 | 708,093 |
import textwrap
def _get_control_vars(control_vars):
"""
Create the section of control variables
Parameters
----------
control_vars: str
Functions to define control variables.
Returns
-------
text: str
Control variables section and header of model variables section.
... | 614a6ca5bc8ac7354f63bfceabaff4eb4b93208a | 708,094 |
def get_paybc_transaction_request():
"""Return a stub payment transaction request."""
return {
'clientSystemUrl': 'http://localhost:8080/abcd',
'payReturnUrl': 'http://localhost:8081/xyz'
} | b913438562d4f2b0883e340b48843f9954faa8a4 | 708,095 |
def have_same_items(list1, list2):
""" Проверяет состоят ли массивы list1 и list2 из одинакового
числа одних и тех же элементов
Parameters
----------
list1 : list[int]
отсортированный по возрастанию массив уникальных элементов
list2 : list[int]
массив... | 2973a1961e25686fcbd2003dd366429cbd4c67eb | 708,097 |
def rgb2hex(rgb):
"""Converts an RGB 3-tuple to a hexadeximal color string.
EXAMPLE
-------
>>> rgb2hex((0,0,255))
'#0000FF'
"""
return ('#%02x%02x%02x' % tuple(rgb)).upper() | 4c3323e34fcd2c1b4402ebe5f433c5fd9320cce9 | 708,098 |
def create_table(p, table_name, schema):
"""Create a new Prism table.
Parameters
----------
p : Prism
Instantiated Prism class from prism.Prism()
table_name : str
The name of the table to obtain details about. If the default value
of None is specified, details regarding fir... | 43c8c789d4e212d2d98d68f4f22e3f0fb0a97552 | 708,100 |
def valid_chapter_name(chapter_name):
"""
判断目录名称是否合理
Args:
chapter_name ([type]): [description]
"""
for each in ["目录"]:
if each in chapter_name:
return False
return True | 9ec71837503f969808a6a666a3bf999ee3290f03 | 708,101 |
def subfield(string, delim, occurrence):
"""
function to extract specified occurence of subfield from string
using specified field delimiter
eg select subfield('abc/123/xyz','/',0) returns 'abc'
eg select subfield('abc/123/xyz','/',1) returns '123'
eg select subfield('abc/123/xyz','/',2) retu... | ef022d0ca05e969e8ad69e4644cd24d1b7f47cb8 | 708,102 |
def extract_info(spec):
"""Extract information from the instance SPEC."""
info = {}
info['name'] = spec.get('InstanceTypeId')
info['cpu'] = spec.get('CpuCoreCount')
info['memory'] = spec.get('MemorySize')
info['nic_count'] = spec.get('EniQuantity')
info['disk_quantity'] = spec.get('DiskQuan... | 7f93dcad1a8d99743a30d441dad64c2b9af08037 | 708,103 |
def parse_title(title):
"""Parse strings from lineageos json
:param title: format should be `code - brand phone`
"""
split_datum = title.split(' - ')
split_name = split_datum[1].split(' ')
device = split_datum[0]
brand = split_name[0]
name = ' '.join(split_name[1:])
return [brand,... | c3783ab36f4f7e021bdd5f0f781bb289ab2d458f | 708,104 |
def config_data() -> dict:
"""Dummy config data."""
return {
"rabbit_connection": {
"user": "guest",
"passwd": "guest",
"host": "localhost",
"port": 5672,
"vhost": "/",
},
"queues": {"my_queue": {"settings": {"durable": True}, "... | cbbed3baf79b5928be47d3d00c747ac6be625ae5 | 708,105 |
def copy_linear(net, net_old_dict):
"""
Copy linear layers stored within net_old_dict to net.
"""
net.linear.weight.data = net_old_dict["linears.0.weight"].data
net.linear.bias.data = net_old_dict["linears.0.bias"].data
return net | 8ba7f40e72b65ebef9948025b3404cbc5a660960 | 708,106 |
import sys
import logging
import os
def to_relative(path, root, relative):
"""Converts any absolute path to a relative path, only if under root."""
if sys.platform == 'win32':
path = path.lower()
root = root.lower()
relative = relative.lower()
if path.startswith(root):
logging.info('%s starts wi... | 50911c6cec942e9be0d694f95213053e23d2707a | 708,107 |
def bdev_nvme_add_error_injection(client, name, opc, cmd_type, do_not_submit, timeout_in_us,
err_count, sct, sc):
"""Add error injection
Args:
name: Name of the operating NVMe controller
opc: Opcode of the NVMe command
cmd_type: Type of NVMe command. Va... | 3833256e71f47a49eef2643bf8c244308795a0b1 | 708,108 |
def prune_deg_one_nodes(sampled_graph):
""" prune out degree one nodes from graph """
deg_one_nodes = []
for v in sampled_graph.nodes():
if sampled_graph.degree(v) == 1:
deg_one_nodes.append(v)
for v in deg_one_nodes:
sampled_graph.remove_node(v)
return sampled_graph | c4df72a66c6fb57d5d42a1b877a846338f32f42a | 708,110 |
def run_sgd(model, epochs):
"""
Runs SGD for a predefined number of epochs and saves the resulting model.
"""
print("Training full network")
weights_rand_init = model.optimize(epochs=epochs)
# weights_rand_init = model.optimize(epochs=epochs, batch_size=55000, learning_rate=0.1)
print("M... | 14c6fd1ffa8aab3a783b5738093d69771d036411 | 708,111 |
def drift_var():
"""
Concept drift:
1. n_drifts
2. concept_sigmoid_spacing (None for sudden)
3. incremental [True] or gradual [False]
4. recurring [True] or non-recurring [False]
"""
return [(10, None, False, False), (10, 5, False, False), (10, 5, True, False)] | 34f2c55f928a16cca8c52307853ab32f56ecd954 | 708,112 |
def processed_transcript(df):
"""
Cleans the Transcript table by splitting value fileds and replacing nan values, drop extra columns
PARAMETERS:
transcript dataframe
RETURNS:
Cleaned transcript dataframe
"""
#expand the dictionary to coulmns (reward, amount, offre... | 452668d6d9616ca382f7968e0ac4dd52658be9f6 | 708,113 |
def clean_data(list_in):
"""
Inputs:
list_in - filtered list of ticket orders
Outputs:
Return list of tuples, each tuple contains
(last name, first name, note,[tickets])
"""
notes_list = []
data_out = []
for row in list_in:
trimmed_row = row[row.index('Purcha... | f2cdf17895d1661e40b64f3fcc9ff92558f53bdd | 708,114 |
import json
def embed_terms(args, classes, dest, use_cache=True, path_to_json='ebd_cache.json'):
"""
Embeds class strings into word representations.
:param args
:param classes: (list of str) topic classes
:param dest: (str) path to destination file
:param path_to_json: (str) path to json file... | 8521b4828907c0083492b0d03848aeeb452d17e6 | 708,115 |
def matrixmult (A, B):
"""Matrix multiplication function
This function returns the product of a matrix multiplication given two matrices.
Let the dimension of the matrix A be: m by n,
let the dimension of the matrix B be: p by q,
multiplication will only possible if n = p,
thus creating a matr... | 98065981c8047d927bacb07877dbf173ba379159 | 708,116 |
def next_code(value: int, mul: int = 252533, div: int = 33554393) -> int:
"""
Returns the value of the next code given the value of the current code
The first code is `20151125`.
After that, each code is generated by taking the previous one, multiplying it by `252533`,
and then keeping the remainder... | a9e5183e405574cc56a138a244f14de08ea68d00 | 708,117 |
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