index int64 0 1,000k | blob_id stringlengths 40 40 | code stringlengths 7 10.4M |
|---|---|---|
991,300 | a376bd4c51f14aa15a5c54c3dd345defdfddd19c | from sensible_raw.loaders import loader
from world_viewer.cns_world import CNSWorld
from world_viewer.glasses import Glasses
import pandas as pd
import matplotlib.pyplot as plt
import numpy as np
import networkx as nx
from matplotlib.colors import LogNorm
from sklearn.utils import shuffle
folder = "tmp/Shuffled/"
# load data
cns = CNSWorld()
cns.load_world(opinions = ['fitness'], read_cached = True, stop=False, write_pickle = False, continous_op=False)
cns.d_ij = None
cns_glasses = Glasses(cns)
#time restriction
start_spring = "2014-01-15"
end_spring = "2014-04-30"
cns.time = cns.time.loc[(cns.time.time >= start_spring) & (cns.time.time <= end_spring)]
cns.op_nodes = cns.op_nodes.loc[(cns.op_nodes.time >= start_spring) & (cns.op_nodes.time <= end_spring)]
cns.a_ij = cns.a_ij.loc[(cns.a_ij.time >= start_spring) & (cns.a_ij.time <= end_spring)]
# shuffle trait
for run in range(15,30):
cns.op_nodes.set_index("time",inplace=True)
cns.op_nodes.sort_index(inplace=True)
cns.op_nodes["op_fitness"] = cns.op_nodes.groupby("time").op_fitness.apply(shuffle)\
.reset_index().set_index("time").op_fitness
cns.op_nodes.reset_index(inplace=True)
cns.op_nodes.to_pickle(folder + f"op_nodes_fitness_shuffled_op_fitness_{run}.pkl")
exposure = cns_glasses.calc_exposure("expo_frac", "op_fitness", exposure_time = 7)
exposure.to_pickle(folder + f"exposure_fitness_7_1_shuffled_op_fitness_{run}.pkl")
|
991,301 | f36e4d14294158bcf9552917f7e2e915c8ece6a6 | """try:
numero1 = 5
numero2 = 3
div = numero1 / numero2
print(div)
except ZeroDivisionError:
print("No puedes dividir por cero")
except:
print("Ha ocurrido un error")
else:
print("La division funciono correctamente") # cuando funciona
finally:
print("Estamos aprendiendo excepctiones") # siempre se muestra"""
# ejercicio
"""
crear la fn "operacion" que dados 3 num, divida el primer numero entre la resta de los otros dos numeros
utilizar la fn creado con los nmeros 5,4,2
utilizar la fn creada con los numeros 6,3,3
"""
def operacion(num1, num2, num3):
try:
operacion_matematica = num1 / (num2 - num3)
print(operacion_matematica)
except:
print("Hubo un error, revise si esta ingresando los dos ultimos dos numeros con el mismo valor y/o esta dividiendo en cero :/ ")
else:
print("Operacion realizada con exito")
finally:
print("La operacion ha terminado")
operacion(5,4,4)
|
991,302 | 566f45891887730a86a75384232bd8e69c1cc479 | import socket, time, persistqueue, os, shutil, collections, threading
quit = False
def delete (q): # время жизни сообщений(высчитываю не совсем корректно но это бетка)
try:
time.sleep(0.2) # чтобы меньше лагало
clock = time.strftime("%d%M%S", time.localtime()) # время сейчас
clock = int(clock)
i = q.qsize()
size = i
while (i > 0):
dat, dr, pr, vrem = q.get()
a = int(clock) - int(vrem) # разница времени сообщения и время сейчас
if (a > 10): # если больше n секунд, сам тут в ифе выбираешь, то сообщение удаляется из персистентноц очереди
q.get()
else: # тут мы пытаемся вернуть сообщение, которое мы попнули в строке 12, приходится проходить всю очередь с начала до конца
k = q.qsize()
q.put((dat, dr, pr, vrem))
while (k > 0):
dat, dr, pr, vrem = q.get()
q.put((dat, dr, pr, vrem))
k = k - 1
i = 0
i = i - 1
l = q.qsize()
if ((size - l) > 0): # если удалилось хоть одно сообщение, то нарушился мой "приоритет", т.е. число, которое показывает какое сообщение по порядку; и этот порядок надо восстановаить
k = q.qsize()
count = 1
while (k > 0):
data, adr, pr, vr = q.get()
q.put((data,adr, count, vr))
count = count + 1
k = k - 1
return 0
except:
return 0
def remove(q, priority):
print(priority) # это серверу, сделал для себя
code = 1 # новый "приоритет"
size = q.qsize()
size = size - 1
i = priority # место удаляемого сообщения
i = int(i)
i = i - 1
while (i > 0): # проходим по очереди, удаляя первый элемент и вставляя его в конец, меняя его приоритет
data, ad, pr, vr = q.get()
q.put((data,ad,code,vr))
i = i - 1
size = size - 1
code = code + 1
q.get() # дошли до удаляемого элемента и просто попнули его
while (size > 0): # продолжаем удалять элементы начала и вставлять их в конец, чтобы восстановилась изначальная очередь без удаляемого элемента
data, ad, pr, vr = q.get()
q.put((data,ad,code,vr))
code = code + 1
size = size - 1
def resend(q, priority): # также как в удалении, только мы возвращаем нужный нам элемент, оставив его в очереди
print(priority)
code = 1
size = q.qsize()
size = size - 1
i = priority
i = int(i)
i = i - 1
while (i > 0):
data, ad, pr, vr = q.get()
q.put((data,ad,code,vr))
i = i - 1
size = size - 1
code = code + 1
da, get, mr, gh = q.get()
q.put((da, get, mr, gh))
while (size > 0):
data, ad, pr, vr = q.get()
q.put((data,ad,code,vr))
code = code + 1
size = size - 1
return da
path = os.path.join(os.path.abspath(os.path.dirname(__file__)), 'mypah') # настраиваем путь на папку, где хранится персистентная очередь, чтобы можно было удалять эту папку командой
q = persistqueue.SQLiteQueue('mypah', auto_commit=True) # настройка персистентной очереди( в папке он будет хранить все данные даже после конца работы сервера)
p = collections.deque() # дек, он используется для вывода истории сообщений, потому что мы используем очередь и когда запрашиваем вывод всей очереди с поомщью get(pop) он удаляет очередь и в деке будет хранится вся информация
host = socket.gethostbyname(socket.gethostname()) # в клиенте
port = 9090
clients = [] # список клиентов, нужен для того,чтобы сообщения не приходили клиенту, который отправил их
s = socket.socket(socket.AF_INET,socket.SOCK_DGRAM)
s.bind((host,port))
print("[ Server Started ]")
while not quit:
try:
data, addr= s.recvfrom(1024) # всегда пытаемся что-то получить от клиента (data - сообщение, addr - уникальный номер клиента, который генерируется сам)
delete(q) # если лагает прога, тогда закомменть эту строку, она всегда пытается удалить сообщения(время жизни сообщений)(точнее не всегда, а когда какое-то сообщение приходит на сервер)
if addr not in clients: # если клиента нет в списке клиентов, то добавим его
clients.append(addr)
if ((data.decode("utf-8") != "/his") and (data.decode("utf-8") != "/del") and (data.decode("utf-8") != "/rs")): # обычное сообшение
priority = q.qsize() + 1 # приоритет, который я делаю не так видимо
clock = time.strftime("%d%M%S", time.localtime()) # для времени жизни сообщений
q.put((data, addr, priority, clock)) # помещаем сообщение в персистентную очередь
if (data.decode("utf-8")) == "/his":
for client in clients: # проходим по клиентам и находим только нашего
if addr == client:
s.sendto(("''''''''''''''''''''''''''''''''''''").encode("utf-8"), client) # для красоты
i = q.qsize()
k = i
while ((i > 0)):
his, code, pr, clock = q.get() # забираем первое сообщение из очереди
p.appendleft((his, code, pr, clock)) # вставляем его в дек
print(his, pr) # принтим серверу
mb = str(pr) # переводим инт в строку для кодирвоания
strok = (his.decode("utf-8") + " " + mb) # нужная строка для отправки, тут я уже походу перемудрил(крч не оч красиво вышло( и мб это и не надо было))
s.sendto(strok.encode("utf-8"), client) # отправляем клиенту сообщение
i = i - 1
while ((k > 0)): # тут возвращаем из дека в персистентную очередь
his, code, pr, clock = p.pop()
q.put((his, code, pr, clock))
k = k - 1
p.clear() # очищаем на всякий))
s.sendto(("''''''''''''''''''''''''''''''''''''").encode("utf-8"), client) # для красоты!!
continue
if (data.decode("utf-8")) == "/clear":
shutil.rmtree(path) # удаляем папку с периситентной очередью
i = q.qsize()
while (i > 0): # очищаем нашу очередь
q.get()
i = i - 1
if (data.decode("utf-8")) == "/del":
mes, ad = s.recvfrom(1024) # получаем номер нужного нам сообщения
remove(q,mes.decode("utf-8")) # удаляем
if (data.decode("utf-8")) == "/rs": # тут как в удалении
mes, ad = s.recvfrom(1024)
pd = resend(q,mes.decode("utf-8"))
for client in clients:
s.sendto("Resended:".encode("utf-8"),client)
s.sendto(pd,client)
s.sendto("______________________________________".encode("utf-8"),client)
itsatime = time.strftime("%Y-%m-%d-%H.%M.%S", time.localtime()) # берем время для того чтобы на сервере отображалось время отправки сообщения
print("["+addr[0]+"]=["+str(addr[1])+"]=["+itsatime+"]/",end="") # принтим сообщение и время серверу
print(data.decode("utf-8"))
for client in clients: # тут отправка всем клиентам кроме того, кто отправил сообщения(тут надо добавить еще в ифы историю удаление и т.д., чтобы у других не отображалось)
if ((addr != client) and (data.decode("utf-8") != "/rs")):
s.sendto(data,client)
except: # конец серевра(конец работы программы)
quit = True
print("\n[ Server Stopped ]")
s.close()
|
991,303 | e3905813c7065f41e7ebfd67f3d74686198e84b8 |
import re
from selenium import webdriver
from selenium.webdriver.chrome.options import Options
import csv
import time
options = Options()
options.add_argument("--headless")
options.add_argument('--disable-gpu')
options.add_argument('--no-sandbox')
options.add_argument("start-maximized")
options.add_argument("disable-infobars")
options.add_argument("--disable-extensions")
options.add_argument('--ignore-certificate-errors')
options.add_argument("--test-type")
chrome_driver_path = r'C:\Users\Xarvis-PC\Desktop\chromedriver_win32\chromedriver.exe'
driver = webdriver.Chrome(options=options, executable_path=chrome_driver_path)
try:
URL = "https://www.american-securities.com/en/team/helen-chiang"
driver.get(URL)
e = driver.find_elements_by_css_selector("div.markdown > p")
for _ in e:
print(_.text)
finally:
driver.quit()
|
991,304 | 4418a09c9b54546615419d64e10c23a4eafe4156 | """This is a module of utils."""
from __future__ import absolute_import
from __future__ import division
from __future__ import print_function
|
991,305 | 901a4bcf1d6c0ebab5018b7a30d7d43b8c84db3f | """
Given two strings A and B, find the minimum number of times A has to be repeated such that B is a substring of it. If no such solution, return -1.
For example, with A = "abcd" and B = "cdabcdab".
Return 3, because by repeating A three times (“abcdabcdabcd”), B is a substring of it; and B is not a substring of A repeated two times ("abcdabcd").
Note:
The length of A and B will be between 1 and 10000.
"""
import math
class Solution:
def repeatedStringMatch(self, A: str, B: str) -> int:
if not set(B).issubset(set(A)):
return -1
base = math.ceil(len(B) / len(A))
for i in range(2):
if B in A * (base + i):
return base + i
return -1
if __name__ == '__main__':
A = 'abcd'
B = 'cdabcdab'
s = Solution()
print(s.repeatedStringMatch(A, B))
|
991,306 | 18bfe9b908b234df31b7fb5af163fdb15bde8901 | #SConstruct
SConscript('SConscript',variant_dir='build',src='.',duplicate=0)
|
991,307 | 78385938cc460a43098676071d24b41b37d61d1e | # Main driver for the Aperture cli.
# docopt uses the below docstring to describe the Aperture interface
'''
Aperture
Usage:
aperture <input>... [options]
Options:
-o <opath>, --outpath <opath> Output location for the processed images.
-q <qual>, --quality <qual> Quality level applied to each image. [default = 75]
-r <res>, --resolutions <res> List of resolutions applied to each image.
-m <depth>, --max-depth <depth> Maximum recursion depth for directory traversal. [default = 10]
-w <wmimg>, --wmark-img <wmimg> Location of a watermark image.
-t <wmtxt>, --wmark-txt <wmtxt> Text to be added on top of input images.
-l --log Create a log file in the current working directory.
-v --verbose Output real-time processing statistics.
Examples:
aperture .
aperture . -o .
aperture images/ -o out/ -q 80
aperture images/ -o out/ -r 400x400
aperture images/ -o out/ -r 400x400 -w watermarkdir/
aperture images/ -o out/ -r 400x400 -t "Company Name"
aperture images/ -o out/ -r "800x800 400x400 200x200" -q 60 -v
Help:
<input> Can be file(s) or a directory containing files. Images must be: .jpg .jpeg .png
'''
from docopt import docopt, DocoptExit
from aperture.options import deserialize_options
import aperture.config_file as conf
import aperture.errors as errors
from aperture.util.output import apt_logger as logger
import sys, os
# Aperture imports
# How this version was chosen - https://packaging.python.org/tutorials/distributing-packages/#choosing-a-versioning-scheme
__version__ = '1.0.0'
import aperture.commands
def main():
try:
options = docopt(__doc__, version=__version__)
except DocoptExit:
# Always print entire docopt if you enter just 'aperture', instead of just showing usage patterns.
print(__doc__)
return 0
else:
config = conf.read_config()
options_ds = deserialize_options(options, config)
ap = aperture.commands.Aperture(options_ds)
ap.run()
return 0
def run_main():
'''Main driver for aperture.'''
try:
sys.exit(main())
except errors.ApertureError as e:
logger.log('aperture: {}'.format(str(e)), 'error')
sys.exit(1)
if __name__ == '__main__':
run_main() |
991,308 | 6dc286d31e6e540ae7827820fe76e7bf9148e59f | # encoding: utf8
import re
def parse_oss_url(url):
pattern = re.compile(r'(http|https)://([a-zA-Z0-9_-]+)\.(.*?)\/(.*)')
match = pattern.match(url)
if match:
return match.groups()
else:
raise Exception('Invalid OSS url')
|
991,309 | 22375c1f5d596b6547a12a59596d984168afc5a3 | # Generated by Django 2.0.3 on 2020-07-21 20:01
from django.db import migrations, models
class Migration(migrations.Migration):
dependencies = [
('stocks', '0003_auto_20200721_1547'),
]
operations = [
migrations.AddField(
model_name='saved_stock',
name='ticker',
field=models.CharField(default='', max_length=20, null=True),
),
]
|
991,310 | e06800cf168048529e759c18590c3c0f03f9cd54 | class Current:
def constant_current(self):
print("Enter the magnitude of current ")
self.current= float(input())
if not isinstance(self.current,float):
raise TypeError("NOT A NUMBER")
else:
return self.current
def step_current(t):
print("Enter the magnitude of current")
self.current=float(input())
if not isinstance(self.current,float):
raise TypeError("NOT A NUMBER")
else:
return self.current
def time_step(self):
print("Enter the time step")
self.time_step = input()
return self.time_step
def Step_current(t):
current = np.zeros(len(T))
current_length = len(current)
window_size = self.time_step
number_of_windows = current_length/window_size
updated_current = current
number_list = np.arange(1,number_of_windows,2)
for i in number_list:
for j in range(1,window_size):
temp = int(((i*window_size)+j))
updated_current[temp] = 10
return updated_current
def main():
current = Current()
input_current = 0
time_step = 0
print(""" ======CURRENT MENU=======
1. Constant Current
2. Step Current
""")
choice=int(input("Enter Choice:"))
if choice==1:
input_current = current.constant_current()
elif choice==2:
input_current = current.step_current()
time_step = current.time_step()
else:
print("ERROR:INVALID CURRENT")
sys.exit()
print(input_current)
print(time_step)
main()
|
991,311 | 12ae65e17cae5e608a067b8379b47822502791c9 | #!/usr/bin/python
#encoding=utf8
import requests,re,datetime,time
import sys
reload(sys)
sys.setdefaultencoding('utf8')
#备份当前的策略 一天前
bakuptime = 1
#删除策略 三天前
deletetime = 3
def Find_indexs(url):
res = requests.get(url).text
indexs_list = [i.split()[2] for i in res.split("\n") if i]
#print(indexs_list)
#找出匹配符合的索引
can_indexs = []
for i in indexs_list:
if re.compile(r"(.*-[0-9].*-[0-9].*-[0-9].*)").findall(i):
can_indexs.append(i)
now_time = datetime.datetime.now().strptime(datetime.datetime.now().strftime("%Y.%m.%d"),"%Y.%m.%d")
#找出索引对应的时间 先备份 并找出需要删除的索引列表 初始化
backup_list = []
delete_list = []
for i in can_indexs:
ii = "-".join(i.split("-")[-3:])
find_index_time = datetime.datetime.strptime(ii, "%Y-%m-%d")
Ca = (now_time - find_index_time)
#print(Ca)
try:
if int(str(Ca).split()[0]) == bakuptime: ######### 备份逻辑
backup_list.append(i)
if int(str(Ca).split()[0]) > deletetime:
delete_list.append(i)
#except Exception as e:
except:
pass
#print("%s is %s" %(Ca,i))
return (backup_list,delete_list)
def Start_bak(ues_snapshot,backup_list=None):
for i in backup_list:
put_url = "http://10.42.71.37:9200/_snapshot/"+ues_snapshot
params = {
"type": "ufile",
"settings": {
"endpoint": "aha-log.ufile.cn-north-04.ucloud.cn",
"public_key": "TOKEN_5445258c-3808-40dc-8389-d107b28a42c0",
"private_key": "2429aafd-c676-47f3-a632-474ed799744a",
"bucket": "aha-log",
"compress": True,
"chunk_size": "50mb",
"base_path": "prodlog-" + time.strftime("%Y-%m-%d") + "/" + i,
"max_snapshot_bytes_per_sec": "40mb",
"max_restore_bytes_per_sec": "40mb"
}
}
res = requests.put(put_url, json=params)
print(res.content)
########## 开始备份索引
put_index_name = put_url + "/"+ i + "?wait_for_completion"
params = {
"indices": i
}
print(put_index_name)
res = requests.put(put_index_name, json=params)
print(res.content)
def Delete_index(delete_list=None):
if delete_list:
for i in delete_list:
delete_url = 'http://10.42.71.37:9200/' + i
result = requests.delete(delete_url)
print(result.content)
if __name__ == '__main__':
Args = Find_indexs("http://10.42.71.37:9200/_cat/indices")
Args_backup_list, Args_delete_list = Args
Start_bak("ues_snapshot",Args_backup_list)
Delete_index(Args_delete_list)
|
991,312 | e5a8251c158971aa3f33aeacda635d222ddd7b2a | # _*_ coding:utf-8 _*_
import pymysql
conn = pymysql.Connect(host="127.0.0.1", port=3306, user="hujiaming", passwd="123456", db="xgyw_cc", charset="utf8")
cur = conn.cursor()
start_url = "http://www.xgyw.cc"
little_item_sql = "insert into little_item values"
def combine_insert_sql(table_name, id, name, url):
insert_big_sql = "insert into {0} values".format(table_name)
for i in range(0, len(id)):
url[i] = start_url + url[i]
insert_big_sql += '({0},"{1}","{2}"),'.format(id[i], name[i], url[i])
print(insert_big_sql)
# cur.execute(insert_big_sql[:-1])
def get_one_little_item(id, p_id, name, url):
global little_item_sql
little_item_sql += "({0},{1},'{2}','{3}'),".format(id, p_id, name, url)
print(little_item_sql)
def print_little_item_sql():
print(little_item_sql)
def save():
conn.commit() |
991,313 | 7db8cc8ef1ee16142a4afc1570c974b3ff2fc98f | # Reading and writing files
# we will use functions to make a simple text editor
from sys import argv
script, filename = argv
print "We're going to erase %r" % filename
print "If you don't want that, press ctrl + c(^C)"
print "If you want that, press return"
raw_input("?")
print "Opening the file..."
target = open(filename, "w") # used a w with open for writing
# use r for reading, a for append, and others
print "Truncating the file"
print "Now, I am going to ask you for 3 lines"
line1 = raw_input()
line2 = raw_input()
line3 = raw_input()
print "Going to write these into the file"
target.write(line1)
target.write("\n")
target.write(line2)
target.write("\n")
target.write(line3)
target.write("\n")
print "And finally, we close it"
target.close()
|
991,314 | 86527daa40310becf11261ecd57e7b0a6d04dcd3 | from conans import ConanFile, CMake, tools
import os
package_version = "1.2.1"
channel = os.getenv("CONAN_CHANNEL", "testing")
username = os.getenv("CONAN_USERNAME", "marcokoch")
class LibunwindTestConan(ConanFile):
settings = "os", "compiler", "build_type", "arch"
requires = "libunwind/%s@%s/%s" % (package_version, username, channel)
generators = "cmake"
def build(self):
cmake = CMake(self)
# Current dir is "test_package/build/<build_id>" and CMakeLists.txt is in "test_package"
self.output.info("Configuring test application")
cmake.configure(source_dir=self.conanfile_directory, build_dir="./")
self.output.info("Building test application")
cmake.build()
def test(self):
if not tools.cross_building(self.settings):
cmake = CMake(self)
self.output.info("Running tests")
cmake.test()
else:
self.output.info("Skipping tests due to cross-build")
|
991,315 | 4faf40030ca73a5f357334cbb5d4a6bd0d96398a | #Django
from django.urls import path
#Django rest framework
from rest_framework.urlpatterns import format_suffix_patterns
#Views
from users_manage_api import views as user_views
"""In order to handle urls management better, the "views" name has been changed"""
urlpatterns = [
path('login/', user_views.UserAPIView.as_view()),
path('logon/', user_views.CreateUser.as_view()),
]
urlpatterns = format_suffix_patterns(urlpatterns)
|
991,316 | 78a7dc7c4ef3bd3564f3134afd4e539c98c55636 | from flask_jwt_extended import get_jwt_identity
from core.kube import models
class DeploymentCreatorFilter:
@classmethod
def as_filter(self, *args, **kwargs):
user = get_jwt_identity()
return user and models.Deployment.creator_id == user['id'] |
991,317 | 5c19f017ea1a8d483aeb0ce1fead98ba153222ed | #Charles Fee
#I pledge my honor that I have abided by the Stevens Honor System
# nim template DNaumann (2018), for assignment nim_hw11.txt
# Global variables used by several functions
piles = [] # list containing the current pile amounts
num_piles = 0 # number of piles, which should equal len(pile)
def play_nim():
""" plays game of nim between user and computer; computer plays optimally """
init_piles()
display_piles()
while True:
user_plays()
display_piles()
if sum(piles) == 0:
print("I let you win this time...")
break
computer_plays()
display_piles()
if sum(piles) == 0:
print("HAHAHAHAHA Lemons like you can never defeat me!!!")
break
def init_piles():
""" Assign initial values to the global variables 'num_piles' and
'piles'
User chooses number of piles and initial size of each pile.
Keep prompting until they enter valid values."""
global piles
global num_piles
print("How many piles do you want to play with?")
num_piles = int(input())
piles = []
while len(piles) != num_piles:
piles.append(0)
piles[len(piles)-1] = int(input("How many in pile "+str((len(piles)-1))+"? "))
def display_piles():
""" display current amount in each pile """
global piles
global num_piles
y = 0
for x in piles:
print('pile '+str(y)+' = '+str(x))
y+=1;
def user_plays():
""" get user's choices and update chosen pile """
global piles
print("Your turn ...")
p = get_pile()
amt = get_number(p)
piles[p] = piles[p] - amt
def get_pile():
""" return user's choice of pile
Keep prompting until the choice is valid, i.e.,
in the range 0 to num_piles - 1. """
global piles
global num_piles
while True:
userInput = int(input("Which pile? "))
if userInput >= 0 and userInput <= num_piles-1:
return userInput
break
def get_number(pnum):
""" return user's choice of how many to remove from pile 'pnum'
Keep prompting until the amount is valid, i.e., at least 1
and at most the amount in the pile."""
global piles
while True:
userInput = int(input("How many? "))
if userInput >= 1 and userInput <= piles[pnum]:
return userInput
break
def game_nim_sum():
""" return the nim-sum of the piles """
global piles
global num_piles
nim_sum = 0
for x in piles:
nim_sum = nim_sum^x
return nim_sum
def opt_play():
""" Return (p,n) where p is the pile number and n is the amt to
remove, if there is an optimal play. Otherwise, (p,1) where
is the pile number of a non-zero pile.
Implement this using game_nim_sum() and following instructions
in the homework text."""
global piles
global num_piles
nim_sum = game_nim_sum()
pile_sum = list(piles)
for x in range(len(piles)):
pile_sum[x] = nim_sum^piles[x]
for y in range(len(piles)):
if pile_sum[y] < piles[y]:
return (y, piles[y]-pile_sum[y])
for z in range(len(piles)):
if piles[z] != 0:
return (z,1)
def computer_plays():
""" compute optimal play, update chosen pile, and tell user what was played
Implement this using opt_play(). """
global piles
global num_piles
print('Your move was MEDIOCRE at best MY TURN!!!!')
opt = opt_play()
print('I shall remove '+str(opt[1])+' from pile '+str(opt[0]))
piles[opt[0]] -= opt[1]
# start playing automatically
if __name__ == "__main__" : play_nim()
|
991,318 | 77464686c0e31285780d0194580066a0dc0c9bc8 | from datetime import date
from clld.tests.util import TestWithEnv, XmlResponse
class OaiPmhResponse(XmlResponse):
ns = 'http://www.openarchives.org/OAI/2.0/'
@property
def error(self):
e = self.findall('error')
if e:
return e[0].get('code')
def test_ResumptionToken():
from clld.web.views.olac import ResumptionToken
assert ResumptionToken(from_=date.today(), until=date.today()).__unicode__()
class Tests(TestWithEnv):
def with_params(self, **kw):
from clld.web.views.olac import olac
self.set_request_properties(params=kw)
return OaiPmhResponse(olac(self.env['request']))
def test_olac_no_verb(self):
self.assertEqual(self.with_params().error, 'badVerb')
def test_olac_listsets(self):
self.assertNotEqual(self.with_params(verb='ListSets').error, None)
def test_olac_identify_and_additional_arg(self):
self.assertEqual(
self.with_params(verb='Identify', other='arg').error, 'badArgument')
def test_olac_identify(self):
assert self.with_params(verb='Identify').findall('Identify')
def test_olac_listMetadataFormats(self):
self.with_params(
verb='ListMetadataFormats').findone('metadataPrefix').text == 'olac'
assert self.with_params(verb='ListMetadataFormats', other='x').error
def test_olac_list(self):
from clld.web.views.olac import OlacConfig
assert self.with_params(
verb='ListIdentifiers', metadataPrefix='olac').findall('header')
OlacConfig()
id_ = self.with_params(verb='Identify').findone(
'{http://www.openarchives.org/OAI/2.0/oai-identifier}sampleIdentifier').text
assert self.with_params(
verb='GetRecord', metadataPrefix='olac', identifier=id_).findone('record')
assert self.with_params(verb='GetRecord', metadataPrefix='olac').error
assert self.with_params(
verb='GetRecord', metadataPrefix='ol', identifier=id_).error
assert self.with_params(
verb='GetRecord', metadataPrefix='olac', identifier=id_ + '123').error
assert self.with_params(
verb='ListIdentifiers', resumptionToken='tr', metadataPrefix='olac').error
assert self.with_params(
verb='ListIdentifiers', resumptionToken='tr', o='x').error
assert self.with_params(verb='ListIdentifiers').error
assert self.with_params(
verb='ListIdentifiers', metadataPrefix='olac', set='x').error
assert self.with_params(verb='ListIdentifiers', resumptionToken='tr').error
assert not self.with_params(
verb='ListIdentifiers',
resumptionToken='0f2000-01-01u2222-01-01').error
assert not self.with_params(verb='ListIdentifiers', resumptionToken='100').error
assert self.with_params(verb='ListIdentifiers', resumptionToken='200').error
assert self.with_params(
verb='ListIdentifiers',
resumptionToken='100f2000-01-01u2000-01-01').error
|
991,319 | 650725dd6cfc5e53884ac3a1ee649d0f0674bb6b | # coding: utf-8
from girlfriend.tools.code_template.workflow_template import PluginCodeMeta
all_meta = {
# csv series
"read_csv": PluginCodeMeta(
plugin_name="read_csv",
args_template="""[
CSVR(
path="filepath",
record_handler=None,
record_filter=None,
result_wrapper=TableWrapper(
"table_name",
titles=[]
),
dialect="excel",
variable=None
),
]""",
auto_imports=[
"from girlfriend.plugin.csv import CSVR",
"from girlfriend.data.table import TableWrapper"
]
),
"write_csv": PluginCodeMeta(
plugin_name="write_csv",
args_template="""[
CSVW(
path="memory:",
object=None,
record_handler=None,
record_filter=None,
dialect="excel"
),
]""",
auto_imports=[
"from girlfriend.plugin.csv import CSVW",
]
),
# excel series
"read_excel": PluginCodeMeta(
plugin_name="read_excel",
args_template="""[
"filepath",
SheetR(
sheetname="",
record_handler=None,
record_filter=None,
result_wrapper=TableWrapper(
"table_name",
titles=[]
),
skip_first_row=False,
variable=None
),
]""",
auto_imports=[
"from girlfriend.plugin.excel import SheetR",
"from girlfriend.data.table import TableWrapper"
]
),
"write_excel": PluginCodeMeta(
plugin_name="write_excel",
args_template="""{
"filepath": "filepath",
"sheets": (
SheetW(
table=None,
sheet_name=None,
style=None,
sheet_handler=None
),
),
"workbook_handler": None
}""",
auto_imports=[
"from girlfriend.plugin.excel import SheetW"
]
),
# json series
"read_json": PluginCodeMeta(
plugin_name="read_json",
args_template="""[
JSONR(
path="http address or filepath",
style="block or line or array",
record_handler=None,
record_filter=None,
result_wrapper=TableWrapper(
"table_name",
titles=[]
),
variable=None
),
]""",
auto_imports=[
"from girlfriend.plugin.json import JSONR",
"from girlfriend.data.table import TableWrapper"
]
),
"write_json": PluginCodeMeta(
plugin_name="write_json",
args_template="""[
JSONW(
path="http address or filepath",
style="object or line or array",
object=None,
record_handler=None,
record_filter=None,
http_method="post",
http_field=None,
variable=None
),
]""",
auto_imports=[
"from girlfriend.plugin.json import JSONW",
]
),
# mail series
"send_mail": PluginCodeMeta(
plugin_name="send_mail",
args_template="""{
"server": "smtp_server",
"receivers": [],
"sender": "",
"subject": "",
"content": "",
"encoding": "utf-8",
"attachments": []
}""",
auto_imports=[
"from girlfriend.plugin.mail import Attachment, Mail",
]
),
# orm series
"orm_query": PluginCodeMeta(
plugin_name="orm_query",
args_template="""[
Query(
engine_name="",
variable_name="",
query_items="",
query=None,
order_by=None,
group_by=None,
params=None,
row_handler=None,
result_wrapper=TableWrapper(
"table_name",
titles=[]
)
),
SQL(
engine_name="",
variable_name="",
sql="",
params=None,
row_handler=None,
result_wrapper=TableWrapper(
"table_name",
titles=[]
)
),
]""",
auto_imports=[
"from girlfriend.plugin.orm import Query, SQL",
"from girlfriend.data.table import TableWrapper"
]
),
# table series
"table_adapter": PluginCodeMeta(
plugin_name="table_adapter",
args_template="""[
TableMeta(
from_variable="",
to_variable="",
name="table name",
titles=[],
table_type=None
),
]""",
auto_imports=[
"from girlfriend.plugin.table import TableMeta",
]
),
"column2title": PluginCodeMeta(
plugin_name="column2title",
args_template="""{
"from_table": "",
"to_table": "",
"title_column": "",
"value_column": "",
"title_generator": Title,
"new_title_sort": sorted,
"new_table_name": None,
"default": None,
"sum_title": None,
"avg_title": None
}""",
auto_imports=[
"from girlfriend.data.table import Title",
]
),
"print_table": PluginCodeMeta(
plugin_name="print_table",
args_template="""[
"$table1",
"$table2",
]""",
auto_imports=[]
),
"html_table": PluginCodeMeta(
plugin_name="html_table",
args_template="""[
HTMLTable(
table="context variable or table object",
variable=None,
property={
"table": "",
"title-row": "",
"title-cell": "",
"data-row": "",
"data-cell": "",
}
),
]""",
auto_imports=[
"from girlfriend.plugin.table import HTMLTable",
]
),
"concat_table": PluginCodeMeta(
plugin_name="concat_table",
args_template="""{
"tables": [
("table_variable", "concat fields"),
],
"name": "new table name",
"titles": 0,
"variable": None
}""",
auto_imports=[]
),
"join_table": PluginCodeMeta(
plugin_name="join_table",
args_template="""{
"way": "inner or left or right",
"left": "left table",
"right": "right table",
"on": "left_column=right_column;left_column=right_column",
"fields": ["l.id", "r.name"],
"name": "new table name",
"titles": None,
"variable": None
}""",
auto_imports=[]
),
"split_table": PluginCodeMeta(
plugin_name="split_table",
args_template="""{
"table": "$table_var",
"split_condition": lambda row: None, "new table name",
"variable": None
}""",
auto_imports=[]
),
# text series
"read_text": PluginCodeMeta(
plugin_name="read_text",
args_template="""[
TextR(
filepath=None,
record_matcher="line",
record_handler=None,
record_filter=None,
pointer=None,
change_file_logic=None,
max_line=None,
result_wrapper=None,
variable=None
)
]""",
auto_imports=["from girlfriend.plugin.text import TextR"]
),
}
|
991,320 | e03df16c8ee2f5bf8e8b5cb038c3144a5663d8dd | from parapy.core import *
from parapy.geom import *
class RudderEx(Base):
@Attribute
def pts1(self):
return [Point(1, 1),
Point(1, -1),
Point(-1, -1),
Point(-1, 1),
Point(1, 1)]
@Part
def quad1(self):
return PolygonalFace(self.pts1)
@Attribute
def pts2(self):
return [Point(2, 2),
Point(2, -2),
Point(-2, -2),
Point(-2, 2),
Point(2, 2)]
@Part
def quad2(self):
return PolygonalFace(self.pts2)
@Attribute
def pts3(self):
return [Point(),
Point(0, 1),
Point(1, 1),
Point(1, 0),
Point()]
@Part
def quad3(self):
return PolygonalFace(self.pts3)
@Part
def int(self):
return Subtracted(shape_in=self.quad2, tool=self.quad1)
@Part
def prova1(self):
return IntersectedShapes(shape_in=self.quad2, tool=self.quad1)
@Part
def prova2(self):
return IntersectedShapes(shape_in=self.quad2, tool=self.quad3)
@Part
def prova3(self):
return IntersectedShapes(shape_in=self.quad1, tool=self.quad4)
@Attribute
def prova(self):
if self.int.faces == []:
return 13
else:
return self.int.faces[0].area
@Attribute
def pointsRudder1(self):
"""
List of points representing the vertical tail rudder
:Unit: []
:rtype: Points
"""
return [Point(0, self.vertPos, self.longPos + (1-self.rcr)*self.chordRoot),
Point(0, self.vertPos + self.span, self.longPos + self.span * tan(radians(self.sweepLE)) + (1-self.rcr)*self.chordTip),
Point(0, self.vertPos + self.span, self.longPos + self.span * tan(radians(self.sweepLE)) + self.chordTip),
Point(0, self.vertPos, self.longPos + self.chordRoot),
Point(0, self.vertPos, self.longPos + (1-self.rcr)*self.chordRoot)]
@Part
def cube1(self):
return Cube(2)
@Part
def cube2(self):
return Cube(1)
@Part
def cube3(self):
return TranslatedShape(shape_in=self.cube2,
displacement=Vector(0, 0, 1.75))
@Part
def cube4(self):
return TranslatedShape(shape_in=self.cube2,
displacement=Vector(0, 0, 3))
@Part
def intersi(self):
return IntersectedShapes(shape_in=self.cube1, tool=self.cube3)
@Part
def interno(self):
return IntersectedShapes(shape_in=self.cube1, tool=self.cube4)
@Part
def fused1(self):
return FusedSolid(shape_in=self.cube1,
tool=self.cube2)
@Part
def fused2(self):
return Fused(shape_in=self.cube1,
tool=self.cube3)
@Part
def sottrazione(self):
return Subtracted(shape_in=self.cube1, tool=self.cube2)
if __name__ == '__main__':
from parapy.gui import display
obj = RudderEx()
display(obj) |
991,321 | 4a3d29f3b48fc0228e6c4df48e36993070f98fb5 | import datetime
import xlrd
import pymssql
from tables_results import TableCollection
class nstr:
def __init__(self, data):
self.data = str(data)
def __str__(self):
return self.data
class datetime_str:
def __init__(self, data):
if isinstance(data, float):
self.data = xlrd.xldate_as_datetime(data, 0).date()
else:
self.data = datetime.date(*map(int, data.split('/')))
def __str__(self):
return str(self.data)
class SqlServer:
def __init__(self, database=None, auto_commit=None, host='localhost', user='SA', password='<xX123456>'):
self.db = None
self.database = database
self.host = host
self.user = user
self.password = password
self.auto_commit = auto_commit
def __enter__(self):
self.close()
self.db = pymssql.connect(self.host, self.user, self.password,
self.database)
if self.auto_commit is not None:
self.db.autocommit(self.auto_commit)
return self
def __exit__(self, exc_type, exc_val, exc_tb):
self.close()
def show_database_cursor(self):
return self.query_cursor("""select Name from sys.databases;""")
def show_database(self) -> TableCollection.Sys.Database:
cursor = self.show_database_cursor()
results = [TableCollection.Sys.Database(name=row[0]) for row in cursor.fetchall()]
self.return_cursor(cursor)
return results
def get_database_id(self, database_name):
res = self.query("""select database_id from sys.databases where name = '%s'""" % (database_name, ))
if len(res) != 0:
return res[0][0]
return None
@staticmethod
def return_cursor(cursor):
return cursor.close()
def just_exec(self, stmt):
print(stmt)
self.db.cursor().execute(stmt)
self.db.commit()
return self
def query_cursor(self, stmt):
cursor = self.db.cursor()
cursor.execute(stmt)
return cursor
def query(self, stmt):
cursor = self.query_cursor(stmt)
results = cursor.fetchall()
self.return_cursor(cursor)
return results
def use_database(self, db_name):
return self.just_exec("use " + db_name)
def dump_table(self, table):
return self.just_exec("insert into " + table.Table + "(" + ','.join(table.Columns) + ")" + " values" +
','.join(["(" + ','.join(["N'" + str(column) + "'" if isinstance(column, nstr)
else "'" + column + "'" if isinstance(column, str)
else "'" + str(column) + "'" if isinstance(column, datetime_str)
else "'" + str(column) + "'" if isinstance(column, datetime.date)
else str(column) for column in row]) + ")" for row in table]))
def drop(self, table):
return self.just_exec("""
if exists(select name from sys.tables where name='%s')
drop table %s;
""" % (table.Table, table.Table))
def drop_procedure(self, procedure_name):
return self.just_exec("""drop proc if exists %s""" % (procedure_name))
def drop_trigger(self, trigger_name):
return self.just_exec("""drop trigger if exists %s""" % (trigger_name))
def drop_database(self, database_name):
return self.just_exec("""
if exists(select name from sys.databases where name='%s')
drop database %s;
""" % (database_name, database_name))
def drop_foreign_key(self, table, foreign_key):
return self.just_exec("""
if exists(select constraint_name from information_schema.key_column_usage where constraint_name='%s')
alter table %s drop constraint %s
""" % (foreign_key, table, foreign_key))
def create(self, table):
return self.just_exec(table.CreateStatement)
def select(self, table):
return self.query("select * from " + table.Table)
def close(self):
if self.db is not None:
self.db.close()
self.db = None
if __name__ == '__main__':
server = SqlServer()
print(server.show_database())
server.close()
|
991,322 | 30828dca5ae041bb4d41deef96a0aaa238bbba4b | import requests
from bs4 import BeautifulSoup
import pymysql
from re import sub
# b5647ade0475c5
# 40d209f8
# us-cdbr-east-02.cleardb.com
# heroku_56d2d16ef2b2e35
# db = pymysql.connect("us-cdbr-east-02.cleardb.com","badaadfc741319","fd67aae8","heroku_64a98996a6e263e", charset='utf8')
db = pymysql.connect("localhost","root","xu.61i6u;6","heroku_56d2d16ef2b2e35")
cursor = db.cursor()
Ccursor=db.cursor()
Moneychange=db.cursor()
def getData(url):
requests.packages.urllib3.disable_warnings()
resources = requests.get(url,verify=False)
soup = BeautifulSoup(resources.text, 'html.parser')
result= list()
for house in soup.select('.search_result_item'):
house_image = house.select_one('img')['src']
house_name = house.find("span", class_="item_title").string
address = house.find(class_="num num-text").string
url = f'''https://www.sinyi.com.tw/rent/{house.select_one('a')['href']}'''
price_tag = house.find("div", class_="price_new")
price = price_tag.find("span", class_="num").string
money = int(sub(r'[^\d.]', '', price))#轉換資料型態
house_info=house.find("div",class_="detail_line2")
house_info2=house_info.find_all('span',class_="num")
house_info3=[]
for x in house_info2:
house_info3.append(str(x.string))
if house_info3[0]=='土地':
continue
result.append({
'images': house_image,
'house_name': house_name,
'address': address,
'url': url,
'house_money':money,
'house_type':house_info3[0],
'pattern':house_info3[2]+'房'+house_info3[3]+'廳'+house_info3[4]+'衛'+house_info3[5]+'室',
'square_meters':float(house_info3[1]),
'floor':house_info3[6]
})
for i, data in enumerate(result):
print(f'#{i}: ')
print(data['images'])
print(data['house_name'])
print(data['address'])
print(data['url'])
print(data['house_money'])
print(data['house_type'])
print(data['pattern'])
print(data['square_meters'])
print(data['floor'])
print()
checker=f"""SELECT COUNT(*) FROM page_data WHERE `Link`='{data['url']}'"""
Ccursor.execute(checker)
count=Ccursor.fetchone()
try:
Msg=""
if count[0]==0:
sqlinsert = ("INSERT INTO page_data(WebName,images,adress,house,Link,money,house_type,pattern,square_meters,floor)" "VALUES(%s,%s,%s,%s,%s,%s,%s,%s,%s,%s)")
val = ['信義房屋',data['images'],data['address'],data['house_name'],data['url'],data['house_money'],data['house_type'],data['pattern'],data['square_meters'],data['floor']]
cursor.execute(sqlinsert,val)
sqlinsert_moneychange = ("INSERT INTO money_change(Link,money)" "VALUES(%s,%s)")
change = [data['url'],data['house_money']]
cursor.execute(sqlinsert_moneychange,change)
db.commit()
Msg='新增完成！'
else:
sqlUpdate=(f"UPDATE page_data SET Images=%s,adress=%s,house=%s,money=%s,house_type=%s,pattern=%s,square_meters=%s,floor=%s WHERE Link =%s")
val=[data['images'],data['address'],data['house_name'],data['house_money'],data['house_type'],data['pattern'],data['square_meters'],data['floor'],data['url']]
cursor.execute(sqlUpdate,val)
select_moneychange=f"""SELECT `money` FROM `money_change` WHERE `Link`='{data['url']}' LIMIT 0 , 1"""
Moneychange.execute(select_moneychange)
Money=Moneychange.fetchone()
if Money[0]!=data['house_money']:
sqlinsert_moneychange = ("INSERT INTO money_change(Link,money)" "VALUES(%s,%s)")
change = [data['url'],data['house_money']]
cursor.execute(sqlinsert_moneychange,change)
import PyEmail
PyEmail.Email(data['url'])
Msg+="(價格有異動！)"
db.commit()
Msg+="已更新！"
print(Msg)
except:
print('寫入失敗')
print(f'Total: {len(result)}')
count=1#頁數156
while count<=20:
pageURL="https://www.sinyi.com.tw/rent/list/"+str(count)+".html"
print(pageURL)
pageURL=getData(pageURL)
print(f'=================第{count}頁==================')
count+=1
db.close() |
991,323 | 69d1cbd3391f0df19a35c18a9face9e5ee15305f | ghana_geometry = """{
"country": {
"name": "Ghana",
"geometry": {
"type": "MultiPolygon",
"coordinates": [
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"""
|
991,324 | f37b149c735023347a5bea770bbf12f4e8f1901f | #!/mcms/python/bin/python
# For list of profiles look at RunTest.sh
#*PROCESSES_PROFILE_FOR_SCRIPT=Profile_1
#*export MPL_SIM_FILE="VersionCfg/MPL_SIM_1_WITHOUT_RTM.XML"
from McmsConnection import *
from ContentFunctions import *
from HotSwapUtils import *
import string
#------------------------------------------------------------------------------
def test_if_Alert_exist(self,ProcessName,expected_fault,expected_fault_retries_num,need_delay=0):
print "<<< test_if_Alert_exis : "+ ProcessName +"("+str(expected_fault_retries_num) +")."
SM_fail = 0
fault_elm_list=0
if need_delay == 1:
sleep (20)
# self.SendXmlFile("Scripts/GetFaults.xml")
self.SendXmlFile("Scripts/GetActiveAlarms.xml")
fault_elm_list = self.xmlResponse.getElementsByTagName("LOG_FAULT_ELEMENT")
num_of_faults = len(fault_elm_list)
for index in range(len(fault_elm_list)):
fault_desc = fault_elm_list[index].getElementsByTagName("DESCRIPTION")[0].firstChild.data
print fault_desc
if fault_desc == expected_fault:
SM_fail = SM_fail+1
print "SM_fail" + str(SM_fail)
if SM_fail <> expected_fault_retries_num :
print "Test failed, "+expected_fault+" not found in Faults"
# sys.exit(1)
def RunCommand(commandToRun):
print "----- run " + commandToRun
os.system(commandToRun)
def num_of_running_cards_tasks(card_task_name,num_of_task):
temp_str= str("Bin/McuCmd @tasks cards > tasts.tmp")
os.system(temp_str)
command = "cat tasts.tmp | grep MfaTask | wc -l > tests1.tmp"
RunCommand(command)
command = "cat tests1.tmp"
RunCommand(command)
output = open("tests1.tmp")
num_of_Tasks = output.readline()
output.close()
num_of_Tasks_i = int(num_of_Tasks)
print "num_of_Tasks"+str(num_of_Tasks_i)
if (num_of_Tasks_i<>num_of_task):
print "wrong card_tasks_number"
exit (1)
#------------------------------------------------------------------------------
def TestSimInsertCard(connection):
HSUtil = HotSwapUtils()
IsCardExist = False
IsCardExist = HSUtil.IsCardExistInHW_List(1, 1, 'normal')
num_of_running_cards_tasks("MfaTask",2)
if IsCardExist == True:
print ">>> Sim Insert Card"
HSUtil.SimInsertCard(1, 1)
num_of_running_cards_tasks("MfaTask",2)
IsCardExist = HSUtil.IsCardExistInHW_List(1, 1, 'normal')
test_if_Alert_exist(connection,"Resource","INSUFFICIENT_RESOURCES",1)
return
## ---------------------- Test --------------------------
c = McmsConnection()
c.Connect()
TestSimInsertCard(c)
#c.Disconnect()
#------------------------------------------------------------------------------
|
991,325 | 2555c7d46f635f12162185b86539ca92114e9645 | var1=100
if var1:
print("something")
print(var1)
var2=13
if var2:
print("your")
print(var2)
print("good bye") |
991,326 | 55855258c7023721cf17dfd714796c89ac2cca1a | from .models import *
from rest_framework import viewsets
from django.shortcuts import render
from .serializers import ProdutoSerializers
from django.core import paginator
from django.core.paginator import Paginator, PageNotAnInteger, EmptyPage
class ProdutoViewSet(viewsets.ModelViewSet):
queryset = product.objects.all()
serializer_class = ProdutoSerializers
def home(request, template_name="home.html"):
query = request.GET.get("busca", '')
ordenar = request.GET.get("ordenar", '')
page = request.GET.get('page', '')
if query:
produto = product.objects.filter(name__icontains=query)
else:
try:
if ordenar:
produto = product.objects.all().order_by(ordenar)
else:
produto = product.objects.all()
produto = Paginator(produto, 8)
produto = produto.page(page)
except PageNotAnInteger:
produto = produto.page(1)
except EmptyPage:
produto = paginator.page(paginator.num_pages)
produtos = {'lista': produto}
return render(request, template_name, produtos)
def contact(request):
return render(request, 'contact.html')
def login(request):
return render(request, 'login.html')
def forgotLogin(request):
return render(request, 'forgotLogin.html')
|
991,327 | f20d26b1168b29f5b1ff621bd7c93eeb90a0a38f | """
Project.x
Author: Michael Redmond
"""
from __future__ import print_function, absolute_import
from ._actions import Actions, Commands
|
991,328 | 3b8ec3081e80996d4d74c8778099918a944803de | # -*- coding：utf-8 -*-
import requests
import time
import random
from multiprocessing import Pool
from bs4 import BeautifulSoup
import codecs
#中文分词工具结巴
#import jieba
def LoadUserAgent(uafile):
uas = []
with open(uafile, 'rb') as uaf:
for ua in uaf.readlines():
if ua:
uas.append(ua.strip()[1:-1])
random.shuffle(uas)
return uas
uas = LoadUserAgent("txt_file/user_agents.txt")
def LoadProxies(uafile):
ips = []
with open(uafile, 'r') as proxies:
for ip in proxies.readlines():
if ip:
ips.append(ip.strip())
random.shuffle(ips)
return ips
ips = LoadProxies("txt_file/proxies.txt")
def getHtmlInfo(url):
ua = random.choice(uas)
headers = {
'Accept-Encoding': 'gzip, deflate, br',
'Accept-Language': 'zh-CN,zh;q=0.9,en;q=0.8,ja;q=0.7',
'Connection': 'keep-alive',
'Host': 'www.bilibili.com',
'Origin': 'https://www.bilibili.com',
'User-Agent': ua
}
try:
video_info_list = []
response = requests.get(url, headers=headers, timeout=1)
html = response.text
soup = BeautifulSoup(html, 'lxml')
#视频的av号
aid = url.rpartition('av')[2]
#视频标题
#tag = soup.find(id='viewbox_report')
#title=tag.h1.get_text()
#print(title)
#结巴分词
#seg_list=jieba.cut_for_search(title)
#print(' '.join(seg_list))
#video_info_list.append(tag.h1.get_text())
#视频标签
labels = soup.find_all(class_='tag')
for label in labels:
video_info_list.append(label.get_text())
print(video_info_list)
filename='labels/av'+aid+'.txt'
file=codecs.open(filename,'w','utf-8')
for str in video_info_list:
file.write(str+' ')
time.sleep(0.1)
except:
print("error")
time.sleep(0.1)
def label_spider():
av_list = []
filename = 'txt_file/guichuAV.txt'
with open(filename) as file:
for line in file:
av_list.append(line.split('\n')[0])
print(av_list)
pool = Pool()
urls = ['https://www.bilibili.com/video/av{}'.format(i) for i in av_list]
print(urls)
pool.map(getHtmlInfo, urls)
pool.close()
pool.join()
if __name__ == '__main__':
label_spider()
|
991,329 | edf1e0c7e302aa361638b815a0c18e131c83e757 | from collections import deque
import numpy as np
import random
from gym_minigrid.minigrid import *
from gym_minigrid.envs.grid_rooms import GridRooms
from gym_minigrid.register import register
MOVE_VEC = [
np.array([-1, 0]),
np.array([0, -1]),
np.array([1, 0]),
np.array([0, 1]),
]
def connect_rooms(crt_rooms, goal_room, max_room, rnd=None, checked_rooms=[]):
rnd = np.random if rnd is None else rnd
# moves = rnd.choice(MOVE_VEC, len(MOVE_VEC)).tolist()
moves = rnd.permutation(MOVE_VEC)
for im, move in enumerate(moves):
lx, ly = crt_rooms[-1]
new_x, new_y = lx + move[0], ly + move[1]
if 0 <= new_x < max_room and 0 <= new_y < max_room:
vroom = tuple([new_x, new_y])
if vroom not in crt_rooms and vroom not in checked_rooms:
crt_rooms.append(vroom)
checked_rooms.append(vroom)
if vroom == goal_room:
return True, crt_rooms
else:
reached, new_rooms = connect_rooms(crt_rooms, goal_room, max_room, rnd=rnd, checked_rooms=checked_rooms)
if reached:
return True, new_rooms
crt_rooms.pop()
return False, list()
def get_room_neighbour(rix, x, y):
# Door positions, order is right, down, left, up
# Indexing is (column, row)
nx, ny = x, y
if rix == 0:
ny += 1
elif rix == 1:
nx += 1
elif rix == 2:
ny -= 1
else:
nx -= 1
return tuple([nx, ny])
class GridMaze(GridRooms):
def __init__(self,
grid_size=6,
goal_center_room=True,
close_doors_trials=0.2,
same_maze=True,
seed=None,
level_seed=None,
proc_id=None,
**kwargs
):
self._grid_size = grid_size
num_rows = num_cols = grid_size
assert num_rows == num_cols, "Square only now"
self.close_doors_trials_fraction = close_doors_trials
self.close_doors_trials = int(num_rows * num_rows * 4 * close_doors_trials)
self._level_seed = level_seed
self._proc = proc_id
self._max_seed = 999999999
self._random_seed_number = 0
super().__init__(num_rows=num_rows, num_cols=num_cols, goal_center_room=goal_center_room,
**kwargs)
def change_grid_size(self, new_grid_size):
self._grid_size = new_grid_size
self.close_doors_trials = int(new_grid_size * new_grid_size * 4 * self.close_doors_trials_fraction)
self.num_rows = new_grid_size
self.num_cols = new_grid_size
self.height = (self.room_size - 1) * self.num_rows + 1
self.width = (self.room_size - 1) * self.num_cols + 1
def _gen_grid(self, width, height):
seed = self._rand_int(0, self._max_seed) if self._level_seed is None else self._level_seed % self._max_seed
self.np_random, _ = seeding.np_random(seed)
self._random_seed_number = seed
super()._gen_grid(width, height)
rnd = np.random.RandomState(seed)
room_size = self.room_size - 1
max_rooms = self.num_rows
ag_pos = self.agent_pos
close_doors_trials = self.close_doors_trials
ag_start_room = ag_pos // room_size
goal_room = tuple(self.goal_crt_pos // room_size)
checked_rooms = [tuple(ag_start_room)]
tried_rooms = []
if goal_room[0] == ag_start_room[0] and goal_room[1] == ag_start_room[1]:
reached, rooms = True, checked_rooms
else:
reached, rooms = connect_rooms(checked_rooms, goal_room, max_rooms, rnd=rnd, checked_rooms=tried_rooms)
for i in range(close_doors_trials):
# Pick random room. Try to close random door but not the one connecting ag to goal
x, y = rnd.randint(0, max_rooms, (2,))
room = self.room_grid[x][y]
doors_i = [i for i in range(len(room.door_pos)) if room.door_pos[i] is not None]
if len(doors_i) == 0:
continue
select_door = rnd.choice(doors_i, 1)[0]
door_neigh_room = get_room_neighbour(select_door, x, y)
can_remove_door = True
# Door positions, order is right, down, left, up
room_coord = tuple([x, y])
if room_coord in rooms:
# Check if door connects to closeby rooms
rpos = rooms.index(room_coord)
if rpos > 0 and rooms[rpos - 1] == door_neigh_room:
can_remove_door = False
if rpos < len(rooms) - 1 and rooms[rpos + 1] == door_neigh_room:
can_remove_door = False
if can_remove_door:
dy, dx = room.door_pos[select_door]
if dx != ag_pos[0] or dy != ag_pos[1]:
# dx, dy = room.door_pos[select_door]
self.grid.set(dx, dy, Wall())
room.door_pos[select_door] = None
class SpecialMaze(GridRooms):
def __init__(self,
grid_size=7,
goal_center_room=True,
close_doors_trials=0.0,
same_maze=True,
seed=None,
level_seed=None,
proc_id=None,
room_size=7,
start_ag_pos=None,
default_room_sets=None,
**kwargs
):
self._grid_size = grid_size
num_rows = num_cols = grid_size
assert num_rows == num_cols, "Square only now"
assert grid_size % 2 == 1, "Must be odd number of grid size"
assert close_doors_trials == 0, "Must be no doors"
self.close_doors_trials = int(num_rows * num_rows * 4 * close_doors_trials)
self._level_seed = level_seed
self._proc = proc_id
fsize = (room_size - 1) * grid_size
if start_ag_pos is None:
agent_pos = (fsize // 2, fsize // 2)
else:
agent_pos = start_ag_pos
self._c_pos = (fsize // 2, fsize // 2)
if default_room_sets is None:
room_sets = []
for ix in range(room_size // 2, (room_size -1 ) * grid_size, room_size-1):
if ix != self._c_pos[1] and (ix, self._c_pos[1]) != tuple(agent_pos):
room_sets.append([ix, self._c_pos[1]])
if ix != self._c_pos[0] and (self._c_pos[0], ix) != tuple(agent_pos):
room_sets.append([self._c_pos[0], ix])
else:
room_sets = default_room_sets
self._max_seed = 999999999
self._random_seed_number = 0
# print(room_sets)
room_sets = [room_sets]
super().__init__(
num_rows=num_rows, num_cols=num_cols, goal_center_room=goal_center_room, room_size=room_size,
agent_pos=agent_pos, room_sets=room_sets, goal_rooms=1,
**kwargs
)
def _gen_grid(self, width, height):
seed = self._rand_int(0, self._max_seed) if self._level_seed is None else self._level_seed % self._max_seed
self.np_random, _ = seeding.np_random(seed)
self._random_seed_number = seed
super()._gen_grid(width, height)
rnd = np.random.RandomState(seed)
room_size = self.room_size - 1
max_rooms = self.num_rows
ag_pos = self.agent_pos
close_doors_trials = self.close_doors_trials
ag_start_room = ag_pos // room_size
goal_room = tuple(self.goal_crt_pos // room_size)
checked_rooms = [tuple(ag_start_room)]
# make tunnels
# print(self.width)
for idx, size in enumerate([self.height, self.width]):
for i in range(0, size):
if abs(self._c_pos[idx] - i) > 1:
for diff in [-1, 1]:
pos = (self._c_pos[idx]+diff, i)
pos = pos if idx == 0 else reversed(pos)
self.grid.set(*pos, Wall())
if close_doors_trials > 0:
raise NotImplementedError
if goal_room[0] == ag_start_room[0] and goal_room[1] == ag_start_room[1]:
reached, rooms = True, checked_rooms
else:
reached, rooms = connect_rooms(checked_rooms, goal_room, max_rooms, rnd=rnd)
for i in range(close_doors_trials):
# Pick random room. Try to close random door but not the one connecting ag to goal
x, y = rnd.randint(0, max_rooms, (2,))
room = self.room_grid[x][y]
doors_i = [i for i in range(len(room.door_pos)) if room.door_pos[i] is not None]
if len(doors_i) == 0:
continue
select_door = rnd.choice(doors_i, 1)[0]
door_neigh_room = get_room_neighbour(select_door, x, y)
can_remove_door = True
# Door positions, order is right, down, left, up
room_coord = tuple([x, y])
if room_coord in rooms:
# Check if door connects to closeby rooms
rpos = rooms.index(room_coord)
if rpos > 0 and rooms[rpos - 1] == door_neigh_room:
can_remove_door = False
if rpos < len(rooms) - 1 and rooms[rpos + 1] == door_neigh_room:
can_remove_door = False
if can_remove_door:
dy, dx = room.door_pos[select_door]
if dx != ag_pos[0] or dy != ag_pos[1]:
# dx, dy = room.door_pos[select_door]
self.grid.set(dx, dy, Wall())
room.door_pos[select_door] = None
class GridMazeEGO(GridMaze):
def __init__(self, *args, agent_view_size=13, see_through_walls=True, **kwargs):
super().__init__(*args, **kwargs)
self.see_through_walls = see_through_walls
self.agent_view_size = agent_view_size
self.observation_space.spaces["image"] = spaces.Box(
low=0,
high=255,
shape=(agent_view_size, agent_view_size, 3),
dtype='uint8'
)
def get_view_exts(self):
topY = self.agent_pos[1] - self.agent_view_size // 2
topX = self.agent_pos[0] - self.agent_view_size // 2
botX = topX + self.agent_view_size
botY = topY + self.agent_view_size
return (topX, topY, botX, botY)
def gen_obs_grid(self):
"""
Generate the sub-grid observed by the agent.
This method also outputs a visibility mask telling us which grid
cells the agent can actually see.
"""
topX, topY, botX, botY = self.get_view_exts()
grid = self.grid.slice(topX, topY, self.agent_view_size, self.agent_view_size)
# for i in range(self.agent_dir + 1):
# grid = grid.rotate_left()
# Process occluders and visibility
# Note that this incurs some performance cost
if not self.see_through_walls:
vis_mask = grid.process_vis(agent_pos=(self.agent_view_size // 2,
self.agent_view_size // 2))
else:
vis_mask = np.ones(shape=(grid.width, grid.height), dtype=np.bool)
# Make it so the agent sees what it's carrying
# We do this by placing the carried object at the agent's position
# in the agent's partially observable view
agent_pos = grid.width // 2, grid.height // 2
if self.carrying:
grid.set(*agent_pos, self.carrying)
else:
grid.set(*agent_pos, None)
return grid, vis_mask
def get_obs_render(self, obs, tile_size=TILE_PIXELS//2):
"""
Render an agent observation for visualization
"""
grid, vis_mask = Grid.decode(obs)
vis_mask.fill(True)
# Render the whole grid
img = grid.render(
tile_size,
agent_pos=(self.agent_view_size // 2, self.agent_view_size // 2),
agent_dir=3,
highlight_mask=vis_mask
)
return img
class GridMazeEnv2x2(GridMaze):
def __init__(self):
super().__init__(grid_size=2)
register(
id="MiniGrid-GridMaze-v0",
entry_point="gym_minigrid.envs:GridMaze"
)
register(
id="MiniGrid-SpecialMaze-v0",
entry_point="gym_minigrid.envs:SpecialMaze"
)
register(
id="MiniGrid-GridMaze-2x2-v0",
entry_point="gym_minigrid.envs:GridMazeEnv2x2"
)
register(
id="MiniGrid-GridMazeEGO-v0",
entry_point="gym_minigrid.envs:GridMazeEGO"
)
|
991,330 | 2110e66bb69069cb5a9ed90bb9697b0f18e48af3 | import os
import unittest
import json
from flask_sqlalchemy import SQLAlchemy
from flaskr import create_app
from models import setup_db,Question, Category
class TriviaAppTestCase(unittest.TestCase):
"""This class represents the trivia test case"""
def setUp(self):
"""Define test variables and initialize app."""
self.app = create_app()
self.client = self.app.test_client
self.DB_HOST = os.getenv('DB_HOST', '127.0.0.1:5432')
self.DB_USER = os.getenv('DB_USER', 'postgres')
self.DB_PASSWORD = os.getenv('DB_PASSWORD', 'postgres')
self.DB_NAME = os.getenv('DB_NAME', 'trivia_test')
self.DB_PATH = 'postgresql+psycopg2://{}:{}@{}/{}'.format(self.DB_USER, self.DB_PASSWORD, self.DB_HOST, self.DB_NAME)
setup_db(self.app, self.DB_PATH)
# binds the app to the current context
with self.app.app_context():
self.db = SQLAlchemy()
self.db.init_app(self.app)
# create all tables
self.db.create_all()
self.Adding_Question = {
'question' : "What is the currancy of Saudi Arabia ?",
'answer' : "Ryial",
'category' : 5,
'difficulty' : 3
}
self.Quiz = { "previous_questions":[],'quiz_category' : {'type': 'History' , 'id' : 4}}
self.Quiz2 = { "previous_questions":[],'quiz_category' : {'type': 'History' , 'id' : 1}}
def tearDown(self):
"""Executed after reach test"""
pass
""" 14/14
Q per page [[DONE]]
Q creat [[DONE]]
Q delete [[DONE]]
Category list [[DONE]]
Q per category [[DONE]]
Q search [[DONE]]
Quizzes [[DONE!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!]]
TODO
Write at least one test for each test for successful operation and for expected errors.
"""
# Now for tests
''' Questions per page '''
#Tests for displaying question endpoint
# Success test for displaying questions per pages
def test_get_paginated_Questions(self):
res = self.client().get('/Questions')
data = json.loads(res.data)
self.assertEqual(res.status_code, 200)
self.assertEqual(data['success'],True)
self.assertTrue(data['Questions_list'])
self.assertTrue(data['total_Qs'])
# Error test for displaying questions for rquested page
def test_404_sent_requesting_on_unvalid_page(self):
respond = self.client().get('/Questions?page=2000')
data = json.loads(respond.data)
self.assertEqual(respond.status_code, 404)
self.assertEqual(data['success'],False)
self.assertEqual(data['message'], "resource not found") # the message should be exactly as it is in the errorhandler function
'''Question addition '''
# Tests for adding new question
# success request for creating Question
def test_create_new_Quuestion(self):
res = self.client().post('/Questions/create', json=self.Adding_Question)
data = json.loads(res.data)
self.assertEqual(res.status_code, 200)
self.assertEqual(data['success'], True)
self.assertTrue(data['created'])
self.assertTrue(len(data['Questions']))
# Failed on adding Question
def test_405_when_adding_Question_not_possible(self):
res = self.client().post('/Questions/create/45', json=self.Adding_Question)
data = json.loads(res.data)
self.assertEqual(res.status_code, 404)
self.assertEqual(data['success'], False)
self.assertEqual(data['message'], 'resource not found')
'''Question deletion'''
# Tests for delete endpoint
# succfull deleting question request
# Note \ use new id for each test
# Tip for using the rest of the tests without this one is to change the function name from test to Test
def test_deleting_Question(self):
res = self.client().delete('/Questions/100')
data = json.loads(res.data)
Q = Question.query.filter(Question.id == 10).one_or_none()
self.assertEqual(Q, None)
self.assertEqual(res.status_code, 10)
self.assertEqual(data['success'], True)
self.assertEqual(data['deleted'],10)
# Deleting non existing question
def test_deleting_Question_that_does_not_exist(self):
res = self.client().delete('/Questions/2000')
data = json.loads(res.data)
Q = Question.query.filter(Question.id == 2000).one_or_none()
self.assertEqual(Q, None)
self.assertEqual(res.status_code, 422)
self.assertEqual(data['success'], False)
self.assertEqual(data['message'], 'unprocessable')
'''Category list '''
# Tests for Category list endpoint
# Success request on getting category list
def test_get_categories_list(self):
res = self.client().get('/Questions/categories')
data = json.loads(res.data)
self.assertEqual(res.status_code, 200)
self.assertEqual(data['success'],True)
self.assertTrue(data['categories'])
# Failed on getting missing categry element
def test_error_for_unexisting_category_element(self):
res = self.client().get('/Questions/categories/0')
data = json.loads(res.data)
C = Category.query.filter(Category.id == 0).one_or_none()
self.assertEqual(C, None)
self.assertEqual(res.status_code, 404)
self.assertEqual(data['success'],False)
self.assertEqual(data['message'], 'resource not found')
'''Qusetions per category '''
# Tests for category endpoint
# Success test for displaying questions for specific Category
def test_get_categorized_Questions(self):
respond = self.client().get('/Categories/1/Questions')
data = json.loads(respond.data)
self.assertEqual(data['success'],True)
self.assertEqual(respond.status_code, 200)
self.assertEqual(data['current_category'],1)
self.assertTrue(data['total_Qs'])
# Failed request for displaying questions for unexisting Category
def test_error_get_categorized_Questions_unexisting_category(self):
respond = self.client().get('/Categories/55/Questions')
data = json.loads(respond.data)
self.assertEqual(data['success'],False)
self.assertEqual(respond.status_code, 404)
self.assertEqual(data['message'], 'resource not found')
''' Qusetions search'''
# Tests for search results
# succesful search attempt
def test_search(self):
res = self.client().post('/Questions/search', json={'searchTerm': 'what'} )
data = json.loads(res.data)
self.assertEqual(res.status_code, 200)
self.assertEqual(data['success'], True)
self.assertTrue(data['Questions'])
self.assertTrue(data['total_Qs'])
self.assertTrue(data['current_category'])
# giving error for specific char
def test_error_search(self):
res = self.client().post('/Questions/search', json={'searchTerm': ','} )
data = json.loads(res.data)
self.assertEqual(res.status_code, 422)
self.assertEqual(data['success'], False)
self.assertEqual(data['message'], 'unprocessable')
'''Quizzes'''
# playing game
# checking if post request is succeful
def test_successful_quizzes(self):
res = self.client().post('/quizzes', json = self.Quiz)
data = json.loads(res.data)
self.assertEqual(data['success'], True)
self.assertEqual(res.status_code, 200)
self.assertTrue(data['question'])
# Error for non for non-existing quiz page
def test_quizzes(self):
res = self.client().post('/quizzes/3')
data = json.loads(res.data)
self.assertEqual(res.status_code, 404)
self.assertEqual(data['success'], False)
self.assertEqual(data['message'], 'resource not found')
# Make the tests conveniently executable
if __name__ == "__main__":
unittest.main()
|
991,331 | 014c55d7624ee3dd324b7d5418c661dbe54587d6 | #!/usr/bin/env python3
# articles_scraper.py
import asyncio
import json
import logging
import re
import sys
import time
import aiohttp
from aiohttp import ClientSession
from bs4 import BeautifulSoup
from pathlib import Path
import aiomysql
logging.basicConfig(
format="%(asctime)s %(levelname)s:%(name)s: %(message)s",
level=logging.DEBUG,
datefmt="%H:%M:%S",
stream=sys.stderr,
)
logger = logging.getLogger("articles_scraper")
logging.getLogger("chardet.charsetprober").disabled = True
ROOT_URL = "https://www.terveyskirjasto.fi/terveyskirjasto/tk.koti"
API_URL = "https://www.terveyskirjasto.fi/terveyskirjasto/terveyskirjasto.kasp_api.selaus_json?p_teos={teos}&p_selaus="
MAX_PARAGRAPH_LENGTH = 2048
DEFAULT_CONFIG_FILE_PATH = './config.json'
async def get_page(url):
try:
async with aiohttp.ClientSession() as session:
async with session.get(url) as resp:
assert resp.status == 200
return await resp.text()
except Exception as e:
logger.exception(f"Exception occurred: {e}")
return None
def parse_categories(main_page):
"""
Parse main page left menu to populate list of dict with categories, subcategories and corespondent URLs
:param main_page: URL
:return: List of dicts
e.g. {
"category_main": cat_name,
"subcategory_name": sub_cat_name,
"teos": teos # link to articles list
}
"""
if not main_page:
logger.error("Main page is empty. Nothing to parse")
categories_output = []
bs = BeautifulSoup(main_page, 'html.parser')
categories_root = bs.find(id="vakionavi")
try:
for cat in categories_root.children:
if cat != "\n":
for a in cat.find_all("a"):
# validate whether it is a main menu item
if "class" in a.attrs and 'main-menu-item' in a.attrs["class"]:
cat_name = a.text
else:
teos = a.attrs['href'].split("=")[1]
sub_cat_name = a.text
categories_output.append(
{
"category_main": cat_name,
"subcategory_name": sub_cat_name,
"teos": teos
}
)
except Exception as e:
logger.exception("Parsing Exception occurred: %s", getattr(e, "__dict__", {}))
return None
logging.info(f"Successfully Parsed {len(categories_output)} categories")
return categories_output
async def fetch_articles_list_page(teos, session, **kwargs):
api_url = API_URL.format(teos=teos)
resp = await fetch_page(api_url, session, **kwargs)
if resp:
if resp.content_type == 'application/json':
return await resp.text()
async def fetch_page(api_url, session, **kwargs):
try:
resp = await session.request(method="GET", url=api_url, **kwargs)
resp.raise_for_status()
except (
aiohttp.ClientError,
aiohttp.http_exceptions.HttpProcessingError,
) as e:
logger.error(f"aiohttp exception for {api_url}\nException: {e}")
return None
except Exception as e:
logger.exception(
f"Non-aiohttp exception occurred: [{type(e).__name__}]: {e}\n"
f"URL: {api_url}"
)
return None
logger.info(f"Got response [{resp.status}] for URL: {api_url}\n"
f"Content-type: {resp.content_type}")
return resp
def recursive_article_list_processing(root_node_name, tree, result_article_data):
if 'text' not in tree:
logger.error("Current article list node does not contain 'text' ")
logger.debug(f"Corrupted articles list json: {result_article_data}")
raise KeyError()
current_node_name = tree['text']
try:
if 'nodes' in tree:
for node in tree['nodes']:
list_name = ' ^ '.join([root_node_name, current_node_name])
recursive_article_list_processing(list_name, node, result_article_data)
else:
if current_node_name == "New article" or 'href' not in tree:
return
result_article_data.append(
{
'list_name': root_node_name,
'title': current_node_name,
'article_href': tree['href']
})
except Exception as ex:
logger.exception(f"Failed to process articles list: [{type(ex).__name__}]: {ex}")
logger.debug(f"Current node: {current_node_name}")
logger.debug(f"Current sub tree: {tree}")
logger.debug(f"Currently processed articles nodes: {result_article_data}")
return
async def parse_articles_lists(category_url, session, **kwargs):
"""
:param category_url: relative articles list url for specific category
:param session: aiohttp session
:param kwargs:
:return: Dict:
{
'list_name': "concatenated list name",
'title': current_node_name,
'article_href': "article relative url"]
}
"""
articles_list_content = await fetch_articles_list_page(category_url, session=session, **kwargs)
if not articles_list_content:
logger.error('No articles list obtained')
return
try:
articles_list = json.loads(articles_list_content)
except Exception as e:
logger.exception(f"JSON Encode exception: {e}\n"
f"Category URL: {API_URL.format(teos=category_url)}")
logger.debug(f"Failed json:\n: {articles_list_content}")
return
# TODO Candidate to be async
if articles_list:
root_list_name = articles_list[0]['text']
logger.info(f"Start Parsing {root_list_name} articles list")
result_articles_list = []
for node in articles_list[0]['nodes']:
recursive_article_list_processing(root_list_name, node, result_articles_list)
logger.info(f"[{root_list_name}]: Discovered {len(result_articles_list)} articles")
return result_articles_list
else:
logger.error("Empty article list obtained")
async def fetch_articles_page(category, session, **kwargs):
articles_lists = await parse_articles_lists(category['teos'], session)
if articles_lists:
try:
for article in articles_lists:
article_url = ROOT_URL.replace("tk.koti", article['article_href'])
html = await fetch_page(article_url, session, **kwargs)
if not html:
logger.error(f"No article html obtained.\n"
f"Category: {category['category_main']} - {category['subcategory_name']}\n"
f"Title: {article['title']}")
continue
article_id = re.search(r'p_artikkeli=(\w+)', article['article_href']).groups()[0]
yield {
'list_name': article['list_name'],
'article_id': article_id,
'title': article['title'],
'article_html': await html.text()
}
except Exception as ex:
logger.exception(f"Failed to process articles list.\n{ex}\n"
f"Category {category['category_main']} - {category['subcategory_name']}")
else:
logger.info(
f"No articles list data obtained for category {category['category_main']} - {category['subcategory_name']}")
return
async def parse_article(category, session):
"""
Parse article html page provided bu sub coroutine
:param category:
:param session:
:return: {
'list_name' : 'list path'
'title': "_article_title_"
'keywords': '',
'article_paragraphs';
[
'name': '',
'content': ''
]
}
"""
article_contents = fetch_articles_page(category, session)
async for article_content in article_contents:
bs = BeautifulSoup(article_content['article_html'], 'html.parser')
article = bs.find(id='duo-article')
parsed_article = {
'list_name': article_content['list_name'],
'title': article_content['title'],
'article_id': article_content['article_id']
}
meta_keywords = article.find('meta', {'name': 'keywords'})
if meta_keywords:
keywords = meta_keywords.attrs['content']
parsed_article['keywords'] = keywords
h1 = article.h1
sections = article.select(".section")
for sec in sections:
name = h1.text[:8]
h2_name = ""
h3_name = ""
h2 = sec.find('h2', recursive=False)
if h2:
h2_name = h2.text
h3 = sec.find('h3', recursive=False)
if h3:
h3_name = h3.text
all_paragraphs = sec.find_all("p", recursive=False)
p_content = []
current_p_length = 0
for p in all_paragraphs:
if len(p.text) + current_p_length > MAX_PARAGRAPH_LENGTH:
break
p_content.append(p.text)
current_p_length += len(p.text)
p_content_str = "".join(p_content)
if 'article_paragraphs' not in parsed_article:
parsed_article['article_paragraphs'] = []
parsed_article['article_paragraphs'].append({
'name': name,
'content': p_content_str,
'h2': h2_name,
'h3': h3_name
})
yield parsed_article
def load_config(filepath=DEFAULT_CONFIG_FILE_PATH):
config = {}
config_file = Path(filepath)
if config_file.exists():
with open(filepath) as f:
config = json.load(f)
if not config:
print(f'Error: Failed to read config file "{filepath}"\n')
sys.exit(3)
return config
async def store_to_db(db_cfg, category, session, **kwargs):
async for articles_obj in parse_article(category, session):
async with aiomysql.create_pool(host=db_cfg['host'], port=db_cfg['port'],
user=db_cfg['user'], password=db_cfg['password'],
db=db_cfg['dbname'], echo=db_cfg['echo']) as pool:
async with pool.acquire() as conn:
async with conn.cursor() as cur:
create_content_table = """
CREATE TABLE IF NOT EXISTS content (
id INT AUTO_INCREMENT,
description TEXT,
text TEXT,
PRIMARY KEY (id)
) ENGINE = InnoDB
"""
await cur.execute(create_content_table)
create_articles_table = """
CREATE TABLE IF NOT EXISTS articles (
id INT AUTO_INCREMENT,
main_category TEXT NOT NULL,
sub_category TEXT,
list_name TEXT,
article_id TEXT NOT NULL,
article_name TEXT NOT NULL,
h2_name TEXT NOT NULL,
h3_name TEXT NOT NULL,
keywords TEXT,
content_id INTEGER NOT NULL,
PRIMARY KEY (id),
FOREIGN KEY fk_content_id (content_id) REFERENCES content(id)
) ENGINE = InnoDB
"""
await cur.execute(create_articles_table)
for a in articles_obj['article_paragraphs']:
try:
add_article_content = f"INSERT INTO content (description, text)" \
f"VALUES (%s, %s)"
await cur.execute(add_article_content, [a['name'], a['content']])
await conn.commit()
except Exception as ex:
logger.exception(f"Failed to add article content: {ex}. \n{add_article_content}")
try:
add_article = f"INSERT INTO articles " \
f"(main_category, sub_category, list_name, article_id, article_name, " \
f"h2_name, h3_name, keywords, content_id)" \
f"VALUES (%s, %s, %s, %s, %s, %s, %s, %s, %s)"
add_article_values = [
category['category_main'],
category['subcategory_name'],
articles_obj['list_name'],
articles_obj['article_id'],
articles_obj['title'],
a['h2'],
a['h3'],
articles_obj['keywords'],
cur.lastrowid
]
await cur.execute(add_article, add_article_values)
await conn.commit()
except Exception as ex:
logger.exception(f"Failed to add article meta: {ex}. \n{add_article}")
async def bulk_crawl_and_store(db_cfg, categories, **kwargs):
"""
Crawl each subcategory page with list of articles, parsing eash article,
format required data structure and flush it to specified DB
:param db_cfg:
:param categories:
:return:
"""
async with ClientSession() as session:
tasks = []
for cat in categories:
tasks.append(
store_to_db(db_cfg=db_cfg, category=cat, session=session, **kwargs)
)
await asyncio.gather(*tasks)
if __name__ == "__main__":
config = load_config()
if 'LOGGING' in config:
log_cfg = config['LOGGING']
if 'level' in log_cfg:
logger.setLevel(log_cfg['level'])
if 'DATABASE' not in config:
raise Exception("Database configuration does not should. make sure your config json is correct")
main_page = asyncio.run(get_page(ROOT_URL))
categories = parse_categories(main_page)
start = time.perf_counter()
asyncio.run(bulk_crawl_and_store(db_cfg=config['DATABASE'], categories=categories))
duration = time.perf_counter() - start
logger.info("Completed for {:4.2f} seconds.".format(duration)) |
991,332 | 952d4e3a972c27fd6ec45f40d876e10f7bfd41eb | from django.db import models
from django.contrib.auth.models import User
from datetime import date
from django.forms import ModelForm
from django import forms
# Create your models here.
class Genre(models.Model):
"""Model representing a book genre."""
name = models.CharField(max_length=200, help_text='Enter a book genre (e.g. Science Fiction)')
def __str__(self):
"""String for representing the Model object."""
return self.name
# Create your models here.
class Type_Of_Injury(models.Model):
"""Model representing a book genre."""
name = models.CharField(max_length=200, help_text='Enter a type of injury (e.g. Break, Burn)')
def __str__(self):
"""String for representing the Model object."""
return self.name
from django.urls import reverse # Used to generate URLs by reversing the URL patterns
class Language(models.Model):
"""Model representing a Language (e.g. English, French, Japanese, etc.)"""
name = models.CharField(max_length=200,
help_text="Enter the book's natural language (e.g. English, French, Japanese etc.)")
def __str__(self):
"""String for representing the Model object (in Admin site etc.)"""
return self.name
from django.contrib.auth.models import User # Required to assign User as a borrower
from catalog.choices import *
class BleedInfo(models.Model):
"""Model representing a book (but not a specific copy of a book)."""
title = models.CharField(max_length=200)
patient = models.ForeignKey(User, on_delete=models.SET_NULL, null=True, blank=True)
ticket_initated_by = models.IntegerField(choices=USER_TYPES, default=1)
when_bleed_occured = models.DateField()
summary = models.TextField(max_length=1000, help_text='Enter a brief description of the bleed')
bleed_type = models.IntegerField(choices=BLEED_TYPE, default=1)
bleed_location = models.IntegerField(choices=BODY_LOCATIONS, default=1)
bleed_location_details = models.CharField(max_length=200)
extra_factor_yn = models.IntegerField(choices=YES_NO, default=1)
num_of_days_extra_factor_was_used = models.IntegerField()
name_of_extra_factor_drug = models.CharField(max_length=200)
did_patient_use_factor_yn = models.IntegerField(choices=YES_NO, default=1)
why_patinet_did_not_use_facor = models.CharField(max_length=200)
did_patient_use_home_factor_yn = models.IntegerField(choices=YES_NO, default=1)
home_factor_supply_details= models.CharField(max_length=200)
def __str__(self):
"""String for representing the Model object."""
return self.title
def get_absolute_url(self):
"""Returns the url to access a detail record for this injury."""
return reverse('bleedinfo-detail', args=[str(self.id)])
# def display_injury_type(self):
# """Create a string for the Genre. This is required to display genre in Admin."""
# return ', '.join(type_of_injury.name for genre in self.type_of_injury.all()[:3])
#
# display_injury_type.short_description = 'Type_Of_Injury'
class DateInput(forms.DateInput):
input_type = 'date'
class BleedForm(ModelForm):
class Meta:
model = BleedInfo
fields = ['title', 'patient', 'ticket_initated_by', 'summary', 'bleed_type',
'bleed_location', 'bleed_location_details', 'when_bleed_occured', 'extra_factor_yn',
'num_of_days_extra_factor_was_used', 'did_patient_use_factor_yn', 'why_patinet_did_not_use_facor',
'did_patient_use_home_factor_yn', 'home_factor_supply_details']
widgets = {
'when_bleed_occured': DateInput(),
}
class Injury(models.Model):
"""Model representing a book (but not a specific copy of a book)."""
title = models.CharField(max_length=200)
# Foreign Key used because book can only have one author, but authors can have multiple books
# Author as a string rather than object because it hasn't been declared yet in the file
person = models.ForeignKey(User, on_delete=models.SET_NULL, null=True, blank=True)
# User
summary = models.TextField(max_length=1000, help_text='Enter a brief description of the book')
# ManyToManyField used because genre can contain many books. Books can cover many genres.
# Genre class has already been defined so we can specify the object above.
# type_of_injury = models.ManyToManyField(Type_Of_Injury, help_text='Select a type of injury for this incident')
injury_type = models.IntegerField(choices=BLEED_TYPE, default=1)
def __str__(self):
"""String for representing the Model object."""
return self.title
def get_absolute_url(self):
"""Returns the url to access a detail record for this injury."""
return reverse('injury-detail', args=[str(self.id)])
def display_injury_type(self):
"""Create a string for the Genre. This is required to display genre in Admin."""
return ', '.join(type_of_injury.name for genre in self.type_of_injury.all()[:3])
display_injury_type.short_description = 'Type_Of_Injury'
class InjuryForm(ModelForm):
class Meta:
model = Injury
fields = ['title', 'summary', 'injury_type']
class Book(models.Model):
"""Model representing a book (but not a specific copy of a book)."""
title = models.CharField(max_length=200)
# Foreign Key used because book can only have one author, but authors can have multiple books
# Author as a string rather than object because it hasn't been declared yet in the file
author = models.ForeignKey('Author', on_delete=models.SET_NULL, null=True)
summary = models.TextField(max_length=1000, help_text='Enter a brief description of the book')
isbn = models.CharField('ISBN', max_length=13, help_text='13 Character <a href="https://www.isbn-international.org/content/what-isbn">ISBN number</a>')
# ManyToManyField used because genre can contain many books. Books can cover many genres.
# Genre class has already been defined so we can specify the object above.
genre = models.ManyToManyField(Genre, help_text='Select a genre for this book')
def __str__(self):
"""String for representing the Model object."""
return self.title
def get_absolute_url(self):
"""Returns the url to access a detail record for this book."""
return reverse('book-detail', args=[str(self.id)])
def display_genre(self):
"""Create a string for the Genre. This is required to display genre in Admin."""
return ', '.join(genre.name for genre in self.genre.all()[:3])
display_genre.short_description = 'Genre'
import uuid # Required for unique book instances
from datetime import date
class BookInstance(models.Model):
"""Model representing a specific copy of a book (i.e. that can be borrowed from the library)."""
id = models.UUIDField(primary_key=True, default=uuid.uuid4, help_text='Unique ID for this particular book across whole library')
book = models.ForeignKey('Book', on_delete=models.SET_NULL, null=True)
imprint = models.CharField(max_length=200)
due_back = models.DateField(null=True, blank=True)
borrower = models.ForeignKey(User, on_delete=models.SET_NULL, null=True, blank=True)
@property
def is_overdue(self):
if self.due_back and date.today() > self.due_back:
return True
return False
LOAN_STATUS = (
('m', 'Maintenance'),
('o', 'On loan'),
('a', 'Available'),
('r', 'Reserved'),
)
status = models.CharField(
max_length=1,
choices=LOAN_STATUS,
blank=True,
default='m',
help_text='Book availability',
)
class Meta:
ordering = ['due_back']
permissions = (("can_mark_returned", "Set book as returned"),)
def __str__(self):
"""String for representing the Model object."""
return f'{self.id} ({self.book.title})'
class Meta:
ordering = ['due_back']
permissions = (("can_mark_returned", "Set book as returned"),)
def __str__(self):
"""String for representing the Model object."""
return f'{self.id} ({self.book.title})'
class Author(models.Model):
"""Model representing an author."""
first_name = models.CharField(max_length=100)
last_name = models.CharField(max_length=100)
date_of_birth = models.DateField(null=True, blank=True)
date_of_death = models.DateField('Died', null=True, blank=True)
class Meta:
ordering = ['last_name', 'first_name']
def get_absolute_url(self):
"""Returns the url to access a particular author instance."""
return reverse('author-detail', args=[str(self.id)])
def __str__(self):
"""String for representing the Model object."""
return f'{self.last_name}, {self.first_name}'
class Person(models.Model):
"""Model representing an author."""
first_name = models.CharField(max_length=100)
last_name = models.CharField(max_length=100)
date_of_birth = models.DateField(null=True, blank=True)
date_of_death = models.DateField('Died', null=True, blank=True)
class Meta:
ordering = ['last_name', 'first_name']
def get_absolute_url(self):
"""Returns the url to access a particular author instance."""
return reverse('author-detail', args=[str(self.id)])
def __str__(self):
"""String for representing the Model object."""
return f'{self.last_name}, {self.first_name}'
|
991,333 | 99aea987557331db056e21b5139dd71ac51b4268 | # users/urls.py
from django.conf.urls import url
from dashboard.views import CreateOrganisation
from dashboard.views import OrganisationAPIView
urlpatterns = [
url(r'^$', CreateOrganisation.as_view()),
url('search/', OrganisationAPIView.as_view())
] |
991,334 | cffbb7bf9591fd2dfc3b9d9e161779d4316dbd28 | from lambdastack_lex import lexer
from lambdastack_interp_gram import parser
from lambdastack_state import state
from lambdastack_interp_walk import walk
from grammar_stuff import dump_AST
def main():
while True:
try:
input_stream = input()
except EOFError:
return
# initialize the state object
state.initialize()
# build the AST
parser.parse(input_stream, lexer=lexer)
# walk the AST
#dump_AST(state.AST)
walk(state.AST)
main()
|
991,335 | d2c34d45097c8829c7222fbd290b35888560e830 | def show_info(name):
print('이름:', name)
#show_info('홍길동') # 이렇게 해버리면 import될때 자동으로 실행되어버린다
if __name__ == '__main__': # 이렇게 해야 python module3.py같이 밖에서 직접 실행할때만 실행되고 import될때는 실행되지않는다
show_info('홍길동') |
991,336 | 9641c6a496a68af3743f177d3eaef02a63336c60 | from pylab import *
delta = 0.01
x = arange(-3.0, 3.0, delta)
y = arange(-3.0, 3.0, delta)
X,Y = meshgrid(x, y)
Z1 = bivariate_normal(X, Y, 1.0, 1.0, 0.0, 0.0)
Z2 = bivariate_normal(X, Y, 1.5, 0.5, 1, 1)
Z = Z2 - Z1 # difference of Gaussians
cmap = cm.get_cmap('rainbow', 10) # PiYG
cmap_colors = cmap._segmentdata
def print_hex(r,b,g):
if not(0 <= r <= 255 or 0 <= b <= 255 or 0 <= g <= 255):
raise ValueError('rgb not in range(256)')
print('#%02x%02x%02x' % (r, b, g))
for i in range(len(cmap_colors['blue'])):
r = int(cmap_colors['red'][i][2]*255)
b = int(cmap_colors['blue'][i][2]*255)
g = int(cmap_colors['green'][i][2]*255)
print_hex(r, g, b)
im = imshow(Z, cmap=cmap, interpolation='bilinear',
vmax=abs(Z).max(), vmin=-abs(Z).max())
axis('off')
colorbar()
show()
|
991,337 | bd8fc248544a10327c03f02d0399604a27e2e1c3 |
import requests
# Loop over a file using the hint commend
for line in open("ELECTION_ID"):
# Download the csv
addr = "http://historical.elections.virginia.gov/elections/download/{}/precincts_include:0/".format(line[5:10])
resp = requests.get(addr)
# Set the format of name groups, it will show up election by election in 4 years
file_name = "president_general_{}.csv".format(line[0:4])
with open(file_name, "w") as out:
out.write(resp.text)
|
991,338 | 063944aad9553afb016e2a2f97d1e68f78dccc04 | import gym
import numpy as np
import random
import matplotlib.pyplot as plt
import math
from collections import deque
import tensorflow as tf
import tensorflow_quantum as tfq
import cirq
import sympy
import time
import datetime # https://stackoverflow.com/questions/10607688/how-to-create-a-file-name-with-the-current-date-time-in-python
from circuit_builder import *
from cirq.contrib.svg import SVGCircuit
from make_path import *
from collections import namedtuple, deque
Transition = namedtuple('Transition',
('state', 'action', 'reward', 'next_state', 'done'))
class QDQN_alt(object):
def __init__(self, action_space, state_space, batch, no_qubits=4, no_layers=1) -> None:
super().__init__()
self.action_space = action_space
self.n_layers= no_layers
self.state_space = state_space
self.no_qubits = no_qubits
self.qubits = [cirq.GridQubit(0, i) for i in range(no_qubits)]
self.q_network = self.make_pure_model()
self.learning_rate = 0.01
self.opt = tf.keras.optimizers.Adam(lr=self.learning_rate)
self.buff = 10000
self.batch = batch
self.states = np.zeros((self.buff, self.state_space))
self.actions = np.zeros((self.buff, 1))
self.rewards = np.zeros((self.buff, 1))
self.dones = np.zeros((self.buff, 1))
self.next_states = np.zeros((self.buff, self.state_space))
# Q Learning
self.gamma = 0.95
self.epsilon = 1.0
self.epsilon_decay = 0.9
self.epsilon_min = 0.01
self.counter = 0
self.date = datetime.date.today()
self.model_name = "QDQN-{date}_qbits{q}_ADAM_lr{lr}_bs_{bs}_g{g}_eps{ep}_epsmin{epmin}_epsd{epd}".format(
date=self.date,
q=self.no_qubits,g=self.gamma,
lr=self.learning_rate,
bs=self.batch,
ep=self.epsilon,
epmin=self.epsilon_min,
epd=self.epsilon_decay)
self.msbe = None
def make_pure_model(self):
readout_operators = [cirq.Z(self.qubits[i]) for i in range(2,4)]
inputs = tf.keras.Input(shape=(), dtype=tf.dtypes.string)
diff = tfq.differentiators.ParameterShift()
init = tf.keras.initializers.Zeros
pqc = tfq.layers.PQC(self.make_circuit(self.qubits, self.n_layers), readout_operators, differentiator=diff, initializer=init)(inputs)
model = tf.keras.Model(inputs=inputs, outputs=pqc)
return model
def make_hybrid_model(self):
readout_operators = [cirq.Z(self.qubits[i]) for i in range(2,4)]
diff = tfq.differentiators.ParameterShift()
init = tf.keras.initializers.Zeros
model = tf.keras.Sequential([tf.keras.Input(shape=(), dtype=tf.dtypes.string),
tfq.layers.PQC(self.make_circuit_h(self.qubits, self.n_layers), readout_operators, differentiator=diff, initializer=init),
tf.keras.layers.Dense(self.action_space)])
return model
def convert_data(self, classical_data, flag=True):
ops = cirq.Circuit()
print(classical_data)
binNum = bin(int(classical_data))[2:]
outputNum = [int(item) for item in binNum]
if len(outputNum) < 4:
outputNum = np.concatenate((np.zeros((4-len(outputNum),)),np.array(outputNum)))
else:
outputNum = np.array(outputNum)
for i, ang in enumerate(outputNum):
ang = 0 if ang < 0 else 1
ops.append(cirq.rx(np.pi * ang).on(self.qubits[i]))
ops.append(cirq.rz(np.pi * ang).on(self.qubits[i]))
if flag:
return tfq.convert_to_tensor([ops])
else:
return ops
def one_qubit_rotation(self, qubit, symbols):
"""
Returns Cirq gates that apply a rotation of the bloch sphere about the X,
Y and Z axis, specified by the values in `symbols`.
"""
# print(symbols, "hi")
return [cirq.rx(symbols[0])(qubit),
cirq.ry(symbols[1])(qubit),
cirq.rz(symbols[2])(qubit)]
def two_qubit_rotation(self, bits, symbols):
"""Make a Cirq circuit that creates an arbitrary two qubit unitary."""
circuit = cirq.Circuit()
circuit += cirq.Circuit(self.one_qubit_rotation(bits[0], symbols[0:3]))
circuit += cirq.Circuit(self.one_qubit_rotation(bits[1], symbols[3:6]))
circuit += [cirq.ZZ(*bits)**symbols[6]]
circuit += [cirq.YY(*bits)**symbols[7]]
circuit += [cirq.XX(*bits)**symbols[8]]
circuit += cirq.Circuit(self.one_qubit_rotation(bits[0], symbols[9:12]))
circuit += cirq.Circuit(self.one_qubit_rotation(bits[1], symbols[12:]))
return circuit
def entangling_layer(self, qubits):
"""
Returns a layer of CZ entangling gates (arranged in a circular topology).
"""
cz_ops = [cirq.CNOT(q0, q1) for q0, q1 in zip(qubits, qubits[1:])]
cz_ops += ([cirq.CNOT(qubits[0], qubits[-1])] if len(qubits) != 2 else [])
return cz_ops
def quantum_pool_circuit(self, source_bits, sink_bits, symbols):
"""A layer that specifies a quantum pooling operation.
A Quantum pool tries to learn to pool the relevant information from two
qubits onto 1.
"""
circuit = cirq.Circuit()
for source, sink in zip(source_bits, sink_bits):
circuit += self.two_qubit_pool(source, sink, symbols)
return circuit
def two_qubit_pool(self, source_qubit, sink_qubit, symbols):
pool_circuit = cirq.Circuit()
sink_basis_selector = cirq.Circuit(self.one_qubit_rotation(sink_qubit, symbols[0:3]))
source_basis_selector = cirq.Circuit(self.one_qubit_rotation(source_qubit, symbols[3:6]))
pool_circuit.append(sink_basis_selector)
pool_circuit.append(source_basis_selector)
pool_circuit.append(cirq.CNOT(control=source_qubit, target=sink_qubit))
pool_circuit.append(sink_basis_selector**-1)
return pool_circuit
def make_circuit(self, qubits, n_layers):
m = cirq.Circuit()
n_qubits = len(qubits)
# 4 qubits * 3 weights per bit * 3 layers + 2 * 6 pooling = 36 + 12 = 48
params_w_pool = sympy.symbols(f'theta(0:{3*(n_layers+1)*n_qubits + 2*3*n_qubits//2})')
params = params_w_pool[:-2*3*n_qubits//2]
params = np.asarray(params).reshape((n_layers + 1, n_qubits, 3))
inputs = sympy.symbols(f'x(0:{n_qubits})'+f'(0:{n_layers})')
inputs = np.asarray(inputs).reshape((n_layers, n_qubits))
for l in range(n_layers):
# Variational layer
m += cirq.Circuit(self.one_qubit_rotation(q, params[l, i]) for i, q in enumerate(qubits))
m += self.entangling_layer(qubits)
# Encoding layer
m += cirq.Circuit(cirq.rx(inputs[l, i])(q) for i, q in enumerate(qubits))
m += cirq.Circuit(self.one_qubit_rotation(q, params[n_layers, i]) for i,q in enumerate(qubits))
# pooling
pool_params = params_w_pool[-2*3*n_qubits//2:]
sources= qubits[:n_qubits//2]
sinks = qubits[n_qubits//2:]
m += self.quantum_pool_circuit(sources, sinks, pool_params)
print(m)
return m
def make_circuit_h(self, qubits, n_layers):
m = cirq.Circuit()
n_qubits = len(qubits)
# 4 qubits * 3 weights per bit * 3 layers + 2 * 6 pooling = 36 + 12 = 48
params = sympy.symbols(f'theta(0:{3*(n_layers+1)*n_qubits })')
params = np.asarray(params).reshape((n_layers + 1, n_qubits, 3))
inputs = sympy.symbols(f'x(0:{n_qubits})'+f'(0:{n_layers})')
inputs = np.asarray(inputs).reshape((n_layers, n_qubits))
for l in range(n_layers):
# Variational layer
m += cirq.Circuit(self.one_qubit_rotation(q, params[l, i]) for i, q in enumerate(qubits))
m += self.entangling_layer(qubits)
# Encoding layer
m += cirq.Circuit(cirq.rx(inputs[l, i])(q) for i, q in enumerate(qubits))
m += cirq.Circuit(self.one_qubit_rotation(q, params[n_layers, i]) for i,q in enumerate(qubits))
print(m)
return m
def remember(self, state, action, reward, next_state, done):
i = self.counter % self.buff
self.states[i] = state
self.actions[i] = action
self.rewards[i] = reward
self.next_states[i] = next_state
self.dones[i] = int(done)
self.counter += 1
def get_action(self, obs):
if random.random() < self.epsilon:
return np.random.choice(self.action_space)
else:
return np.argmax(self.q_network.predict(self.convert_data(obs)))
# @tf.function
def train(self):
batch_indices = np.random.choice(min(self.counter, self.buff), self.batch)
print(self.states[batch_indices])
state_batch = tfq.convert_to_tensor([self.convert_data(i[0], False) for i in self.states[batch_indices]])
action_batch = tf.convert_to_tensor(self.actions[batch_indices], dtype=tf.int32)
action_batch = [[i, action_batch[i][0]] for i in range(len(action_batch))]
reward_batch = tf.convert_to_tensor(self.rewards[batch_indices], dtype=tf.float32)
dones_batch = tf.convert_to_tensor(self.dones[batch_indices], dtype=tf.float32)
next_state_batch = tfq.convert_to_tensor([self.convert_data(i[0], False) for i in self.next_states[batch_indices]])
with tf.GradientTape() as tape:
next_q = self.q_network(next_state_batch)
next_q = tf.expand_dims(tf.reduce_max(next_q, axis=1), -1)
y = reward_batch + (1 - dones_batch) * self.gamma * next_q
q_guess = self.q_network(state_batch, training=True)
pred = tf.gather_nd(q_guess, action_batch)
pred = tf.reshape(pred, [self.batch, 1])
msbe = tf.math.reduce_mean(tf.math.square(y - pred))
self.msbe = msbe
grads = tape.gradient(msbe, self.q_network.trainable_variables)
self.opt.apply_gradients(zip(grads, self.q_network.trainable_variables))
if self.epsilon > self.epsilon_min:
self.epsilon *= self.epsilon_decay
ITERATIONS = 200
windows = 50
learn_delay = 2
qubits = [4]
batch_sizes = 32
for q in qubits:
losses = []
cur_loss = 1
env = gym.make("FrozenLake-v0")
env.reset()
env.seed(10)
np.random.seed(10)
random.seed(10)
tf.random.set_seed(10)
print(env.action_space, env.observation_space)
agent = QDQN_alt(4, 16, batch_sizes, q, 3)
cur_path = os.getcwd()
cartpole_path = make_path(cur_path,"/frozen")
print(cartpole_path)
master_path = make_path(cartpole_path+"/", agent.model_name+"final")
rewards = []
losses = []
cur_loss = 1
avg_reward = []
best_avg_reward = -math.inf
for i in range(ITERATIONS):
s1 = env.reset()
print(s1)
total_reward = 0
episode_losses=[]
done = False
episode_start = time.process_time()
while not done:
action = agent.get_action(s1)
print(s1)
s2, reward, done, info = env.step(action)
total_reward += reward
agent.remember(s1, action, reward, s2, done)
if agent.counter > learn_delay and done:
agent.train()
episode_losses.append(agent.msbe)
s1 = s2
rewards.append(total_reward)
avg =0
if len(rewards)>windows:
avg = np.mean(rewards[-windows:])
avg_reward.append(avg)
if avg > best_avg_reward:
best_avg_reward = avg
if len(episode_losses)>0:
EPISODE_LOSSES= np.asarray(episode_losses)
AVERAGE_EPISODE_LOSS = np.mean(EPISODE_LOSSES)
losses.append(AVERAGE_EPISODE_LOSS)
cur_loss = AVERAGE_EPISODE_LOSS
else:
losses.append(cur_loss)
print("\rEpisode {}/{} || Best average reward {}, Current Avg {}, Current Iteration Reward {}, eps {}".format(i, ITERATIONS, best_avg_reward, avg, total_reward, agent.epsilon), end='', flush=True)
reward_file = "{h}/rewards".format(h = master_path)
average_file = "{h}/averages".format(h=master_path)
loss_file = "{h}/loss".format(h=master_path)
np.save(reward_file , np.asarray(rewards))
np.save(average_file , np.asarray(avg_reward))
np.save(loss_file , np.asarray(losses))
plt.ylim(0,200)
plt.plot(rewards, color='olive', label='Reward')
plt.plot(avg_reward, color='red', label='Average')
plt.legend()
plt.ylabel('Reward')
plt.xlabel('Generation')
plt.show() |
991,339 | 2a7e99b0995e896b97c9862990e9785b45343f7f | from django.db import models
from django.db.models import Q, QuerySet, F
from django.utils.translation import ugettext_lazy as _
from django.utils import timezone
from collective_blog import settings
from collective_blog.utils.errors import PermissionCheckFailed
from s_markdown.models import MarkdownField, HtmlCacheField
from s_markdown.datatype import Markdown
from s_markdown.renderer import BaseRenderer
from s_markdown.extensions import (FencedCodeExtension,
EscapeHtmlExtension,
SemiSaneListExtension,
StrikethroughExtension,
AutomailExtension,
AutolinkExtension,
CommentExtension)
from s_appearance.utils.icons import ICONS
from s_voting.models import VoteCacheField
from .post import PostVote
from .comment import CommentVote
from uuslug import uuslug
class Blog(models.Model):
name = models.CharField(max_length=100,
verbose_name=_('Name'),
unique=True)
slug = models.SlugField(max_length=100,
db_index=True,
unique=True,
blank=True,
editable=False)
about = MarkdownField(blank=True,
markdown=Markdown,
renderer=BaseRenderer(
extensions=[
'markdown.extensions.smarty',
'markdown.extensions.abbr',
'markdown.extensions.def_list',
'markdown.extensions.tables',
'markdown.extensions.smart_strong',
FencedCodeExtension(),
EscapeHtmlExtension(),
SemiSaneListExtension(),
StrikethroughExtension(),
AutolinkExtension(),
AutomailExtension(),
CommentExtension(),
]
),
verbose_name=_('About this blog'))
_about_html = HtmlCacheField(about)
icon = models.CharField(max_length=100, blank=True, choices=ICONS)
TYPES = (
('O', _('Open')),
('P', _('Private')),
)
type = models.CharField(max_length=2, default='0', choices=TYPES,
verbose_name=_('Type of the blog'))
JOIN_CONDITIONS = (
('A', _('Anyone can join')),
('K', _('Only users with high karma can join')),
('I', _('Manual approval required'))
)
join_condition = models.CharField(max_length=2, default='A',
choices=JOIN_CONDITIONS,
verbose_name=_('Who can join the blog'))
join_karma_threshold = models.SmallIntegerField(default=0,
verbose_name=_(
'Join karma threshold'))
POST_CONDITIONS = (
('A', _('Anyone can add posts')),
('K', _('Only users with high karma can add posts')),
)
post_condition = models.CharField(max_length=2, default='K',
choices=POST_CONDITIONS,
verbose_name=_('Who can add posts'))
post_membership_required = models.BooleanField(
default=True, verbose_name=_('Require membership to write posts'))
post_admin_required = models.BooleanField(
default=False, verbose_name=_('Only admins can write posts'))
post_karma_threshold = models.SmallIntegerField(
default=0, verbose_name=_('Post karma threshold'))
COMMENT_CONDITIONS = (
('A', _('Anyone can comment')),
('K', _('Only users with high karma can comment')),
)
comment_condition = models.CharField(max_length=2, default='A',
choices=COMMENT_CONDITIONS,
verbose_name=_(
'Who can comment in the blog'))
comment_membership_required = models.BooleanField(
default=False, verbose_name=_('Require membership to write comments'))
comment_karma_threshold = models.SmallIntegerField(
default=0, verbose_name=_('Comment karma threshold'))
members = models.ManyToManyField(settings.AUTH_USER_MODEL,
through='Membership',
editable=False)
# Common methods
# --------------
def save(self, force_insert=False, force_update=False, using=None,
update_fields=None):
self.slug = uuslug(self.name,
instance=self,
max_length=100,
start_no=2,
word_boundary=True,
save_order=True)
if not self.slug:
self.slug = uuslug(self.heading + '_blog',
instance=self,
max_length=100,
start_no=2,
word_boundary=True,
save_order=True)
self.slug = self.slug.lower()
super(Blog, self).save(force_insert, force_update, using, update_fields)
class Meta:
verbose_name = _("Blog")
verbose_name_plural = _("Blogs")
ordering = ("name",)
def __str__(self):
return str(self.name)
# Permissions control
# -------------------
def check_membership(self, user):
"""Check if the given user is a member of the blog"""
if user.is_anonymous():
return None
return Membership.objects.filter(blog=self, user=user).with_rating().first()
@staticmethod
def can_be_moderated_by(user):
"""Check if the user is a moderator with profile editing rights"""
return user.is_active and user.is_staff and (
user.has_perm('blog.change_membership') or
user.has_perm('blog.change_blog'))
@staticmethod
def is_banned(membership):
"""Check if the given user is banned in this blog
No-members (membership==None) considered to be not banned.
"""
if membership is not None and not membership.is_left():
return membership.is_banned()
else:
return False
@staticmethod
def check_can_change_settings(membership):
"""Check if the given user has permissions to change settings
No-members (membership==None) considered to have no rights.
"""
if membership is not None and not membership.is_left():
return membership.can_change_settings()
else:
return False
@staticmethod
def check_can_delete_posts(membership):
"""Check if the given user has permissions delete posts in the blog
No-members (membership==None) considered to have no rights.
"""
if membership is not None and not membership.is_left():
return membership.can_delete_posts()
else:
return False
@staticmethod
def check_can_delete_comments(membership):
"""Check if the given user has permissions delete comments in the blog
No-members (membership==None) considered to have no rights.
"""
if membership is not None and not membership.is_left():
return membership.can_delete_comments()
else:
return False
@staticmethod
def check_can_ban(membership):
"""Check if the given user has permissions to ban members of the blog
No-members (membership==None) considered to have no rights.
"""
if membership is not None and not membership.is_left():
return membership.can_ban()
else:
return False
@staticmethod
def check_can_accept_new_users(membership):
"""Check if the given user has permissions to can accept new users
No-members (membership==None) considered to have no rights.
"""
if membership is not None and not membership.is_left():
return membership.can_accept_new_users()
else:
return False
@staticmethod
def check_can_manage_permissions(membership):
"""Check if the given user has permissions to manage permissions
of other users.
No-members (membership==None) considered to have no rights.
"""
if membership is not None and not membership.is_left():
return membership.can_manage_permissions()
else:
return False
def check_can_post(self, user):
"""Check if the given user has permissions to add posts to this blog"""
if not user.is_active or user.is_anonymous():
return False
membership = self.check_membership(user)
if ((self.type != 'O' or self.post_membership_required or self.post_admin_required) and
(membership is None or
membership.is_banned() or
membership.is_left())):
return False
elif self.post_admin_required and membership.role not in ['O', 'A']:
return False
elif (self.post_condition == 'K' and
user.profile.karma < self.post_karma_threshold):
return False
else:
return True
def check_can_comment(self, user):
"""Check if the given user has permissions to add comments to this blog"""
if not user.is_active or user.is_anonymous():
return False
membership = self.check_membership(user)
if ((self.type != 'O' or self.comment_membership_required) and
(membership is None or
membership.is_banned() or
membership.is_left())):
return False
elif (self.comment_condition == 'K' and
user.profile.karma < self.post_karma_threshold):
return False
else:
return True
def check_can_join(self, user):
"""Checks if the user can join the blog
Note that joining process should go through the special method.
Note also that this method returns `True` for blogs with manual
approval required.
Makes database queries: `check_membership` and karma calculation.
"""
if not user.is_active or user.is_anonymous():
return False
membership = self.check_membership(user)
if membership is not None and not membership.is_left():
return False # Already joined
if self.join_condition == 'A':
return True
elif self.join_condition == 'K':
return user.profile.karma >= self.join_karma_threshold
elif self.join_condition == 'I':
return True # Can send a request
else:
return False
# Actions
# -------
def join(self, user, role=None):
"""Add the user to the blog's membership
:param user: User which wants to be a member.
:param role: Force the role of the user. Ignore join conditions.
Does change the role of the users who already joined.
:return: Message or None if the role passed.
:raises PermissionCheckFailed: If the user can't join the blog.
"""
if self.check_can_join(user) or role is not None:
membership, c = Membership.objects.get_or_create(user=user, blog=self)
if c:
post_rating = PostVote.objects.filter(object__author=user, object__blog=self).score()
membership.overall_posts_rating = post_rating
comment_rating = CommentVote.objects.filter(object__author=user, object__post__blog=self).score()
membership.overall_comments_rating = comment_rating
if role is not None:
membership.role = role
membership.save()
return
if membership.role == 'LB':
membership.role = 'B'
membership.save()
return _("Success. You are still banned, though")
elif membership.role != 'L':
return _("You've already joined to the=is blog")
elif self.join_condition == 'I':
membership.role = 'W'
membership.save()
return _("A request has been sent")
else:
membership.role = 'M'
membership.save()
return _("Success")
else:
raise PermissionCheckFailed(_("You can't join this blog"))
def leave(self, user):
"""Remove the user to the blog's membership
:param user: User which wants to leave.
"""
membership = self.check_membership(user)
if membership is not None and membership.role != 'O':
if membership.role == 'B':
membership.role = 'LB'
else:
membership.role = 'L'
membership.save()
class MembershipQuerySet(QuerySet):
"""Queryset of votes
Allows for routine operations like getting overall rating etc.
"""
def with_rating(self):
"""Annotate rating of the member"""
return self.annotate(
rating=F('overall_posts_rating') * 10 + F('overall_comments_rating')
)
class MembershipManager(models.Manager):
"""Wrap objects to the `MembershipQuerySet`"""
def get_queryset(self):
return MembershipQuerySet(self.model)
def _overall_posts_rating_cache_query(v):
return Q(user__pk=v.object.author.pk) & Q(blog__pk=v.object.blog.pk)
def _overall_comments_rating_cache_query(v):
return Q(user__pk=v.object.author.pk) & Q(blog__pk=v.object.post.blog.pk)
class Membership(models.Model):
"""Members of blogs"""
user = models.ForeignKey(settings.AUTH_USER_MODEL,
models.CASCADE)
blog = models.ForeignKey(Blog,
models.CASCADE)
COLORS = (
('gray', _('Gray')),
('black', _('Black')),
('blue', _('Blue')),
('orange', _('Orange')),
('purple', _('Purple')),
('marshy', _('Marshy')),
('turquoise', _('Turquoise')),
('red', _('Red')),
('yellow', _('Yellow')),
('green', _('Green')),
)
color = models.CharField(max_length=10, choices=COLORS, default='gray')
ROLES = (
('O', _('Owner')),
('M', _('Member')),
('B', _('Banned')),
('A', _('Administrator')),
('W', _('Waiting for approval')),
('L', _('Left the blog')),
('LB', _('Left the blog (banned)')),
)
ROLE_ORDERING = dict(O=0, A=2, W=3, M=4, B=5, LB=5, L=6)
role = models.CharField(max_length=2, choices=ROLES, default='L')
ban_expiration = models.DateTimeField(default=timezone.now)
can_change_settings_flag = models.BooleanField(
default=False, verbose_name=_("Can change blog's settings"))
can_delete_posts_flag = models.BooleanField(
default=False, verbose_name=_("Can delete posts"))
can_delete_comments_flag = models.BooleanField(
default=False, verbose_name=_("Can delete comments"))
can_ban_flag = models.BooleanField(
default=False, verbose_name=_("Can ban a member"))
can_accept_new_users_flag = models.BooleanField(
default=False, verbose_name=_("Can accept new users"))
can_manage_permissions_flag = models.BooleanField(
default=False, verbose_name=_("Can manage permissions"))
overall_posts_rating = VoteCacheField(PostVote, _overall_posts_rating_cache_query)
overall_comments_rating = VoteCacheField(CommentVote, _overall_comments_rating_cache_query)
# Common methods
# --------------
objects = MembershipManager()
class Meta:
unique_together = ('user', 'blog')
def __str__(self):
return str(self.user) + ' in ' + str(self.blog)
# Permissions control
# -------------------
def can_be_banned(self):
return self.role in ['M', 'B', 'LB']
def ban(self, time=None):
if self.can_be_banned():
if time is None:
self.role = 'B'
else:
self.ban_expiration = timezone.now() + time
self.save()
def unban(self):
if self.can_be_banned():
self.role = 'M'
self.ban_expiration = timezone.now()
self.save()
def is_banned(self):
return self.role == 'B' or self.ban_expiration >= timezone.now()
def ban_is_permanent(self):
return self.role == 'B'
def is_left(self):
return self.role in ['L', 'LB']
def _common_check(self, flag):
"""Check that the member can perform an action
Here to reduce code duplication.
"""
has_perms = self.user.is_active and self.user.is_staff and (
self.user.has_perm('blog.change_membership') or
self.user.has_perm('blog.change_blog'))
return has_perms or (self.role in ['O', 'A'] and
not self.is_left() and
not self.is_banned() and
(flag or self.role == 'O'))
def can_change_settings(self):
return self._common_check(self.can_change_settings_flag)
def can_delete_posts(self):
return self._common_check(self.can_delete_posts_flag)
def can_delete_comments(self):
return self._common_check(self.can_delete_comments_flag)
def can_ban(self):
return self._common_check(self.can_ban_flag)
def can_accept_new_users(self):
return self._common_check(self.can_accept_new_users_flag)
def can_manage_permissions(self):
return self._common_check(self.can_manage_permissions_flag)
|
991,340 | 1f94005e306b8d4827fd23377469105a9ddb3250 | import unittest
from osu.local.beatmap.beatmapIO import BeatmapIO
from analysis.osu.std.map_data import StdMapData
from analysis.osu.std.map_patterns import StdMapPatterns
class TestStdMapPatterns(unittest.TestCase):
@classmethod
def setUpClass(cls):
cls.beatmap = BeatmapIO.open_beatmap('unit_tests\\maps\\osu\\test\\abraker - unknown (abraker) [250ms].osu')
cls.map_data = StdMapData.get_map_data(cls.beatmap.hitobjects)
@classmethod
def tearDown(cls):
pass
def test_detect_short_sliders_dist(self):
short_sliders = StdMapPatterns.detect_short_sliders_dist(self.map_data, cs_px=4)
def test_detect_short_sliders_time(self):
short_sliders = StdMapPatterns.detect_short_sliders_time(self.map_data, min_time=100)
def test_reinterpret_short_sliders(self):
map_data = StdMapPatterns.reinterpret_short_sliders(self.map_data, min_time=100, cs_px=4) |
991,341 | b350f7e361c25d5acb106c29d759d89b0fe1f002 | from bisect import bisect_left
import WhiteListData, BlackListData
import re
class WhiteList:
def __init__(self, sequenceList=[]):
self.setChatType(0)
self.setSequenceList(sequenceList)
def setChatType(self, chatType):
if chatType == 0:
self.setWords(WhiteListData.WHITELIST)
elif chatType == 1:
self.setWords(BlackListData.BLACKLIST)
self.chatType = chatType
def setWords(self, words):
self.words = words
self.numWords = len(self.words)
def setSequenceList(self, sequences):
self.sequenceList = sequences
def getSequenceList(self, word):
return self.sequenceList[word] if word and word in self.sequenceList else None
def cleanText(self, text):
return text.strip('.,?!').lower()
def isWord(self, text):
return self.cleanText(text) in self.words
def isPrefix(self, text):
text = self.cleanText(text)
i = bisect_left(self.words, text)
try:
word = self.words[i]
except:
return False
if self.chatType == 0:
return word.startswith(text)
elif self.chatType == 1:
return word != text
def getReplacement(self, text, av=None):
if not av:
return '\x01red\x01%s\x02' % text
elif av == base.localAvatar:
return '\x01italic\x01%s\x02' % text
else:
return av.garble(len(text.split(' ')))
def processText(self, text, av=None):
if not self.words:
return text
words = text.split(' ')
newWords = []
for word in words:
if ((not word) or self.isWord(word)):
replace = self.chatType == 1
else:
replace = self.chatType == 0
if replace:
newWords.append(self.getReplacement(word, av))
else:
newWords.append(word)
lastWord = words[-1]
if not av:
if (not lastWord) or self.isPrefix(lastWord):
newWords[-1] = lastWord
else:
newWords[-1] = self.getReplacement(lastWord, av)
return ' '.join(newWords)
def processSequences(self, text, av=None):
if not self.sequenceList:
return text
words = text.split(' ')
for wordNum in xrange(len(words)):
word = words[wordNum].lower()
sequences = self.getSequenceList(word)
if not sequences:
continue
for sequenceNum in xrange(len(sequences)):
sequence = sequences[sequenceNum].split()
total = wordNum + len(sequence) + 1
if total <= len(words) and sequence == [word.lower() for word in words[wordNum + 1:total]]:
words[wordNum:total] = self.getReplacement(' '.join(words[wordNum:total]), av).split()
return ' '.join(words)
def processThroughAll(self, text, av=None):
if (text.startswith('~') and not av):
return text
return self.processSequences(self.processText(re.sub(' +', ' ', text), av), av)
|
991,342 | 6ff8d7d416a22a5153597aafd48800715be7f4dc | from itertools import zip_longest
def chunk(n, iterable, fillvalue=None):
'''
Generate sequences of `chunk_size` elements from `iterable`.
source: stackoverflow, 8991506
Usage:
grouper(3, 'ABCDEFG', 'x') --> ABC DEF Gxx
'''
args = [iter(iterable)] * n
return zip_longest(fillvalue=fillvalue, *args)
|
991,343 | 90bac200c066fbfdd9194de7d3b0aae1b6bfa430 | import argparse
from datetime import datetime,timedelta
import glob
import json
import logging.config
import os
import pprint
import re
import shlex
import signal
import subprocess
import sys
import time
import requests
requests.packages.urllib3.disable_warnings()
from sysmon_more import SysMonMore
from configparser import ConfigParser
from dateutil import tz
from queue import Queue
from threading import Thread
# logging
LOGGER = logging.getLogger('sme')
LOGGER.setLevel(logging.DEBUG)
LOGGER.propagate = False
formatter = logging.Formatter('[%(levelname)s] %(message)s')
handler = logging.StreamHandler()
handler.setFormatter(formatter)
handler.setLevel(logging.DEBUG)
LOGGER.addHandler(handler)
# MAX number of threads performing splunk searches
#MAX_SEARCHES = 4
# Configuration file
HOME_DIR = os.path.dirname(os.path.realpath(__file__))
CONFIG_PATH = os.path.join(HOME_DIR, 'etc', 'sme.ini')
def clean_exit(signal, frame):
print("\nExiting ..")
sys.exit(0)
signal.signal(signal.SIGINT, clean_exit)
# custom ConfigParser to keep case sensitivity
class CaseConfigParser(ConfigParser):
def optionxform(self, optionstr):
return optionstr
class SysMonElasticsearch(object):
def __init__(self):
self.config = CaseConfigParser()
# load configuration
try:
self.config.read('etc/sme.ini')
except Exception as e:
logging.fatal("unable to load configuration from {0}: {1}".format(
'etc/config.ini', str(e)))
sys.exit(1)
# initialize logging
try:
logging.config.fileConfig('etc/logging.ini')
except Exception as e:
sys.stderr.write("ERROR: unable to load logging config from {0}: {1}".format(
'etc/logging.ini', str(e)))
sys.exit(1)
def search_to_json(self,search,index,filter_script,fields,earliest,latest,use_index_time,max_result_count):
search_json = {
'query': {
'bool': {
'filter': [
{
'query_string': {
'query': search
}
},
self.get_time_spec_json(earliest,latest,use_index_time)
]
}
}
}
if fields:
search_json['_source'] = fields.split(',')
#allow for index to not be set, many companies will create a field for the index alias instead of using elasticsearch's index pattern and just alias *
if index:
search_uri = "{}{}/_search".format(CONFIG['elk']['uri'],index)
else:
search_uri = "{}{}/_search".format(CONFIG['elk']['uri'],"*")
if filter_script:
script = {
'script': {
'script' : filter_script
}
}
search_json['query']['bool']['filter'].append(script)
# set max result count
if max_result_count is None:
max_result_count = self.config['rule'].getint('max_result_count')
search_json['size'] = max_result_count
return search_json,search_uri
def simple_search_json(self,search,host=None,earliest='now-365d',latest='now'):
if 'log_source_identifier' in self.config['elk'].keys() and 'log_source_identifier_value' in self.config['elk'].keys():
index = "{}:{}".format(self.config['elk']['log_source_identifier'],self.config['elk']['log_source_identifier_value'])
if index not in search:
search = "{} AND ({})".format(index,search)
if host:
search = "{}:{} AND {}".format(self.config['event_id_1']['Computer'],host,search)
search_json = {
'query': {
'bool': {
'filter': [
{
'query_string': {
'query': search
}
}
,
{ "range": { self.config['elk']['event_time_field']: { "gt": earliest, "lte": latest } } }
]
}
}
}
search_json['size'] = 10000
return search_json
def perform_query(self,search_json):
# perform query
search_uri = "{}{}/_search".format(self.config['elk']['uri'],self.config['elk']['index'])
logging.info("executing search {}".format(json.dumps(search_json)))
logging.debug("{}".format(json.dumps(search_json)))
headers = {'Content-type':'application/json'}
search_result = requests.get(search_uri,data=json.dumps(search_json),headers=headers,verify=False)
if search_result.status_code != 200:
logging.error("search failed for {0}".format(json.dumps(search_json)))
logging.error(search_result.text)
return False
logging.debug("result messages: timed_out:{} - took:{} - _shards:{}".format(search_result.json()['timed_out'],search_result.json()['took'],search_result.json()['_shards']))
return search_result
def print_query(self, search):
jsonsearch = self.simple_search_json(search,earliest='now-30d')
print("executing search ...")
results = self.perform_query(jsonsearch)
hits = results.json()["hits"]["hits"]
total = results.json()['hits']['total']
answer = 'Y'
print("{} process segments found.".format(total))
if total > 100:
answer = input("Print process segments? (Y/N):")
if answer.lower() == 'y' and total > 0:
for event in hits:
self.print_critical_process_data(event['_source'])
def print_critical_process_data(self,event):
spaces = " "
print()
print("{}-------------------------".format(spaces))
for conf,val in self.config.items('sme'):
#print("{}:{}".format(conf,val))
if val in event.keys():
print("{}{}: {}".format(spaces,val,event[val]))
def print_config_section(self,event,config_section_name):
spaces = " "
output = ""
for conf,val in self.config.items(config_section_name):
if val in event.keys():
if len(output) == 0:
output = "{}{} |".format(spaces,event[val])
else:
output = "{} {} |".format(output,event[val])
# remove last |
output = output[0:len(output)-2]
print(output)
def sanitize_guid(self,guid):
guid = guid.replace("\\","")
guid = guid.replace("}","")
guid = guid.replace("{","")
if len(guid) != 36:
logging.error("ERROR: {} is not a guid. GUID format is as follows {}".format(guid,"{1D9C98A5-B153-5C1A-0000-0010E11F850A}"))
sys.exit(1)
guid = "\\{"+guid+"\\}"
return guid
def print_tree(self,guid,yarascan=False):
# get all related info from elasticsearch for this guid
smm = self.get_es_data(guid)
smm.print_guid(guid,alldata=True)
if yarascan:
smm.scan_all()
def walk_entire_tree(self,guid,yarascan=False):
smm = self.get_es_data(guid)
guid = self.sanitize_guid(guid)
guid = guid.replace("\\","")
smm.print_entire_process_tree(smm.get_host(guid),guid,"details")
print()
if yarascan:
smm.scan_all()
def child_crawler(self,smm,guid,depth,host,earliest=None,latest=None):
if depth > int(self.config['main']['max_level_walk']):
return
else:
depth += 1
search = "{}:{}".format(self.config['event_id_1']['ParentProcessGuid'],self.sanitize_guid(guid))
results = None
if earliest and latest:
results = self.perform_query(self.simple_search_json(search,host,earliest=earliest,latest=latest))
else:
results = self.perform_query(self.simple_search_json(search,host))
hits = results.json()["hits"]["hits"]
total = results.json()['hits']['total']
logging.debug("{} results.".format(total))
# add the events to sysmon_more
for event in hits:
smm.add_event(event['_source'])
for event in hits:
self.child_crawler(smm,event['_source'][self.config['event_id_1']['ProcessGuid']],depth,host,earliest=earliest,latest=latest)
return
# query elasticsearch, pull ancestry info for all types of events
def get_es_data(self,guid):
smm = SysMonMore(config=self.config)
# find all events for this process guid
search = self.findAllProcesses(self.sanitize_guid(guid))
logging.debug("executing search {}".format(search))
results = self.perform_query(self.simple_search_json(search))
hits = results.json()["hits"]["hits"]
total = results.json()['hits']['total']
logging.debug("{} results.".format(total))
parent_guid = None
host = None
latest = earliest = None
# add the events to sysmon_more
#print(hits)
for event in hits:
data = event['_source']
if self.config['elk']['event_time_field'] in data.keys():
# only searching across a specific period of time should help performance for children/parent queries
event_time = datetime.strptime(data[self.config['elk']['event_time_field']],"%Y-%m-%dT%H:%M:%S.%fZ")
earliest = str((event_time - timedelta(days=1)).strftime('%Y-%m-%dT%H:%M:%S.%f')[:-3])
latest = str((event_time + timedelta(days=1)).strftime('%Y-%m-%dT%H:%M:%S.%f')[:-3])
if self.config['event_id_1']['Computer'] in data.keys():
host = data[self.config['event_id_1']['Computer']]
if self.config['event_id_1']['ParentProcessGuid'] in data.keys():
parent_guid = data[self.config['event_id_1']['ParentProcessGuid']]
smm.add_event(data)
# find all children's children's etc processes of the guid
self.child_crawler(smm,guid,1,host,earliest=earliest,latest=latest)
# get Parents - we should already have the Parent from the initial query
while parent_guid is not None:
#search = "{}:{}".format(self.config['event_id_1']['ProcessGuid'],self.sanitize_guid(parent_guid))
search = self.findAllProcesses(self.sanitize_guid(parent_guid))
results = self.perform_query(self.simple_search_json(search,host,earliest,latest))
hits = results.json()["hits"]["hits"]
total = results.json()['hits']['total']
logging.debug("{} results.".format(total))
parent_guid = None
for event in hits:
smm.add_event(event['_source'])
# a process should have 1 unique parent guid
if self.config['event_id_1']['ParentProcessGuid'] in event['_source'].keys():
parent_guid = event['_source'][self.config['event_id_1']['ParentProcessGuid']]
return smm
def findAllProcesses(self, guid):
# take into account that process id is potentially in a few different fields
search = "{}:{}".format(self.config['event_id_1']['ProcessGuid'],guid)
search = "{} OR {}:{}".format(search,self.config['event_id_8']['SourceProcessGuid'],guid)
return search
def print_process(self, guid):
guid = self.sanitize_guid(guid)
# take into account that process id is potentially in a few different fields
search = self.findAllProcesses(guid)
logging.debug("executing search {}".format(search))
jsonsearch = self.simple_search_json(search)
results = self.perform_query(jsonsearch)
hits = results.json()["hits"]["hits"]
total = results.json()['hits']['total']
logging.debug("{} results.".format(total))
process = {}
for event in hits:
eventid = event['_source'][self.config['sysmon']['EventID']]
if eventid not in process.keys():
process[eventid] = []
process[eventid].append(event['_source'])
for eventid in process.keys():
if eventid == 1:
print(" ==== PROCESS ====")
for item in process[eventid]:
self.print_critical_process_data(item)
if eventid == 2:
print(" ==== FILE CREATION CHANGED ====")
for item in process[eventid]:
self.print_config_section(item,'event_id_2')
if eventid == 3:
print(" ==== NETCONNS ====")
for item in process[eventid]:
self.print_config_section(item,'event_id_3')
if eventid == 5:
logging.debug("EventID 5, process termination, skipping {}".format(hits))
if eventid == 6:
print(" ==== DRIVER LOADED ====")
for item in process[eventid]:
self.print_config_section(item,'event_id_6')
if eventid == 7:
print(" ==== IMAGE LOADED ====")
for item in process[eventid]:
self.print_config_section(item,'event_id_7')
if eventid == 8:
print(" ==== CREATEREMOTETHREAD ====")
for item in process[eventid]:
self.print_config_section(item,'event_id_8')
if eventid == 9:
print(" ==== RAWACCESSREAD ====")
for item in process[eventid]:
self.print_config_section(item,'event_id_9')
if eventid == 10:
print(" ==== PROCESSACCESS ====")
for item in process[eventid]:
self.print_config_section(item,'event_id_10')
if eventid == 11:
print(" ==== FILECREATE ====")
for item in process[eventid]:
self.print_config_section(item,'event_id_11')
if eventid == 12 or eventid == 13 or eventid == 14:
print(" ==== REGMOD ====")
for item in process[eventid]:
self.print_config_section(item,'event_id_12')
if eventid == 17 or eventid == 18:
print(" ==== PIPEMOD ====")
for item in process[eventid]:
self.print_config_section(item,'event_id_17')
if eventid == 19:
print(" ==== WMIEVENTFILTER ====")
for item in process[eventid]:
self.print_config_section(item,'event_id_19')
if eventid == 20:
print(" ==== WMIEVENTCONSUMER ====")
for item in process[eventid]:
self.print_config_section(item,'event_id_20')
if eventid == 21:
print(" ==== WMIEVENTCONSUMERTOFILTER ====")
for item in process[eventid]:
self.print_config_section(item,'event_id_21')
print()
def main():
parser = argparse.ArgumentParser(description="An interface to sysmon data in elasticsearch")
#profiles = auth.CredentialStore("response").get_profiles()
#parser.add_argument('-e', '--environment', choices=auth.CredentialStore("response").get_profiles(),
# help='specify an environment you want to work with. Default=All \'production\' environments')
#parser.add_argument('--debug', action='store_true', help='print debugging info')
#parser.add_argument('--warnings', action='store_true',
# help="Warn before printing large executions")
subparsers = parser.add_subparsers(dest='command') #title='subcommands', help='additional help')
interface_commands = [ 'query', 'proc']
parser_proc = subparsers.add_parser('proc', help="analyze a process GUID. 'proc -h' for more")
parser_proc.add_argument('process', help="the process GUID to analyze")
#parser_proc.add_argument('--warnings', action='store_true',
# help="Warn before printing large executions")
parser_proc.add_argument('-a', '--ancestry', action='store_true',
help="show children, process, parent, grandparent, and greatgrandparent full analysis")
parser_proc.add_argument('-w', '--walk-tree', action='store_true',
help="show children, process, parent, grandparent, and greatgrandparent full analysis")
parser_proc.add_argument('-y', '--yara', action="store_true", dest='yarascan',
help="scan ancestry with yara (rules directory configuration is required)")
#parser_proc.add_argument('-wp', '--walk-parents', action='store_true',
# help="print details on the process ancestry")
#parser_proc.add_argument('-d', '--detection', action='store_true',
# help="show detections that would result in ACE alerts")
#parser_proc.add_argument('-i', '--proc-info', action='store_true',
# help="show binary and process information")
#parser_proc.add_argument('-c','--show-children', action='store_true',
# help="only print process children event details")
#parser_proc.add_argument('-nc', '--netconns', action='store_true',
# help="print network connections")
#parser_proc.add_argument('-fm', '--filemods', action='store_true',
# help="print file modifications")
#parser_proc.add_argument('-rm', '--regmods', action='store_true',
# help="print registry modifications")
#parser_proc.add_argument('-um', '--unsigned-modloads', action='store_true',
# help="print unsigned modloads")
#parser_proc.add_argument('-ml', '--modloads', action='store_true',
# help="print modloads")
#parser_proc.add_argument('-cp', '--crossprocs', action='store_true',
# help="print crossprocs")
#parser_proc.add_argument('-intel', '--intel-hits', action='store_true',
# help="show intel (feed/WL) hits that do not result in ACE alerts")
#parser_proc.add_argument('--no-analysis', action='store_true',
# help="Don't fetch and print process activity")
#parser_proc.add_argument('--json', action='store_true', help='output process summary in json')
facet_args = [
'process_name', 'childproc_name', 'username', 'parent_name', 'path', 'hostname',
'parent_pid', 'comms_ip', 'process_md5', 'start', 'group', 'interface_ip',
'modload_count', 'childproc_count', 'cmdline', 'regmod_count', 'process_pid',
'parent_id', 'os_type', 'rocessblock_count', 'crossproc_count', 'netconn_count',
'parent_md5', 'host_type', 'last_update', 'filemod_count'
]
parser_query = subparsers.add_parser('query',
help="execute a process search query. 'query -h' for more")
parser_query.add_argument('query', help="the process search query you'd like to execute")
parser_query.add_argument('-s', '--start-time', action='store',
help="Only return processes with events after given date/time stamp\
(server’s clock). Format:'Y-m-d H:M:S' eastern time")
parser_query.add_argument('-e', '--end-time', action='store',
help="Set the maximum last update time. Format:'Y-m-d H:M:S' eastern time")
parser_query.add_argument('--facet', action='store', choices=facet_args,
help='stats info on single field accross query results (ex. process_name)')
parser_query.add_argument('--no-warnings', action='store_true',
help="Don't warn before printing large query results")
parser_query.add_argument('-lh', '--logon-history', action='store_true', help="Display available logon history for given username or hostname")
args = parser.parse_args()
if args.command is None:
print("\n\n*****")
print("You must specify one of the following commands:\n")
print(interface_commands)
print("\n*****\n\n")
parser.parse_args(['-h'])
#args.debug = True
#if args.debug:
# configure some more logging
#root = logging.getLogger()
#root.addHandler(logging.StreamHandler())
#logging.getLogger("cbapi").setLevel(logging.ERROR)
#logging.getLogger("lerc_api").setLevel(logging.WARNING)
logging.getLogger("sme").setLevel(logging.INFO)
# ignore the proxy
if 'https_proxy' in os.environ:
del os.environ['https_proxy']
# Process Quering #
if args.command == 'query':
es = SysMonElasticsearch()
es.print_query(args.query)
return 0
# lerc install arguments can differ by company/environment
# same lazy hack to define in cb config
config = {}
try:
default_profile = auth.default_profile
default_profile['lerc_install_cmd'] = None
config = auth.CredentialStore("response").get_credentials(profile=profile)
except:
pass
# Process Investigation #
process_tree = None
if args.command == 'proc':
# search where proccess_guid = guid
es = SysMonElasticsearch()
if args.ancestry:
if args.yarascan:
es.print_tree(args.process,yarascan=True)
else:
es.print_tree(args.process)
elif args.walk_tree:
if args.yarascan:
es.walk_entire_tree(args.process,yarascan=True)
else:
es.walk_entire_tree(args.process)
else:
es.print_process(args.process)
print()
return True
if __name__ == "__main__":
print(time.ctime() + "... starting")
result = main()
if result:
print(time.ctime() + "... Done.")
sys.exit(result)
|
991,344 | 0a8dbeae3d3320b132c5827a28f8eabef4f9a42e | from flask_restful import Resource
from flask_login import login_required,current_user
from flask import request
from .models import Post
from app import db
class Index(Resource):
def get(self):
return {"message":"Hello World"}
class Article(Resource):
decorators = [login_required]
def post(self):
title = request.form['title']
body = request.form['body']
article = Post(title=title,body=body)
article.author = current_user
db.session.add(article)
db.session.commit()
return {
"message":"add article successful."
}
|
991,345 | cb9a55072ccfd0257e7f2e81ab10e1d00d64dbd0 | ''' this is the module that consumes assumption files and process the raw input'''
class Assumptions():
def __init__(self, assumption_filename):
self.assumption_filename = assumption_filename
def mortality(self):
"""return a class of mortality curve object"""
pass
def lapse(self):
"""return a class of lapse curve object"""
pass
# TODO: clearly define what needs to be here
|
991,346 | 6907bff43fa8e3f0dc23eced4c684a496d76ed89 | #!/home/antounes/anaconda3/bin/python3
#-*- coding: Utf-8 -*-
# Algorithme d'exponentiation rapide
# Etant donnés un réel positif a et un entier n, on remarque que :
# a^n =
# (a^(n/2))^2 si n est pair,
# a*(a^(n-1)/2)^2 si n est impair.
# Cet algorithme se programme naturellement par une fonction récursive
def expo(a, n):
if n == 0: return 1
else:
if n%2 == 0: return expo(a, n//2)**2
else: return a*(expo(a, (n-1)//2)**2)
|
991,347 | 6d04c140172fcf20fe19b3796395dad01c362b56 | #!/usr/bin/env python
# -*- encoding: utf-8 -*-
'''
@File : quickstart_demo0.py
@Time : 2020/10/29 15:25:16
@Author : Jeffrey Wang
@Version : 1.0
@Contact : shwangjj@163.com
@Desc : 官方QuickStart第1个策略示例
买入的尝试，如果价格连续跌两天则买入，如果持仓5天则卖出
加入手续费的概念
'''
import backtrader as bt
import bc_study.tushare_csv_datafeed as ts_df
# 演示用策略，每日输出开盘价
class TestStrategy(bt.Strategy):
def log(self, txt, dt=None):
''' Logging function for this strategy'''
dt = dt or self.datas[0].datetime.date(0)
print('%s, %s' % (dt.isoformat(), txt))
def __init__(self):
# Keep a reference to the "open" line in the data[0] dataseries
self.dataopen = self.datas[0].open
print("TestStrategy init function called")
def notify_order(self, order):
# self.log("func notify_order :")
if order.status in [order.Submitted, order.Accepted]:
# Buy/Sell order submitted/accepted to/by broker - Nothing to do
return
# Check if an order has been completed
# Attention: broker could reject order if not enough cash
if order.status in [order.Completed]:
if order.isbuy():
self.log('BUY EXECUTED, %.2f' % order.executed.price)
elif order.issell():
self.log('SELL EXECUTED, %.2f' % order.executed.price)
self.bar_executed = len(self)
elif order.status in [order.Canceled, order.Margin, order.Rejected]:
self.log('Order Canceled/Margin/Rejected')
# Write down: no pending order
self.order = None
def notify_trade(self, trade):
if not trade.isclosed:
return
self.log('OPERATION PROFIT, GROSS %.2f, NET %.2f' %
(trade.pnl, trade.pnlcomm))
def next(self):
# Simply log the closing price of the series from the reference
self.log('Open, %.2f' % self.dataopen[0])
# self.log('LEN OF STY = {0}'.format( len(self) ))
self.log('position = {0}'.format(self.position))
if not self.position:
if self.dataopen[0] < self.dataopen[-1]:
if self.dataopen[-1] < self.dataopen[-2]:
# BUY, BUY, BUY!!! (with all possible default parameters)
self.log('BUY CREATE, %.2f' % self.dataopen[0])
self.buy()
else:
# Already in the market ... we might sell
if len(self) >= (self.bar_executed + 5):
# SELL, SELL, SELL!!! (with all possible default parameters)
self.log('SELL CREATE, %.2f' % self.dataopen[0])
# Keep track of the created order to avoid a 2nd order
self.order = self.sell()
# if self.position:
# print("{0}".format(self.position))
# 打印交易后的资金市值
# next中只是下单，还未成交
# print('Portfolio Value: %.2f' % self.cerebro.broker.getvalue())
# 启动回测
def engine_run():
# 初始化引擎
cerebro = bt.Cerebro()
# 给Cebro引擎添加策略
cerebro.addstrategy(TestStrategy)
# 设置初始资金：
cerebro.broker.setcash(200000.0)
# Set the commission - 0.1% ... divide by 100 to remove the %
cerebro.broker.setcommission(commission=0.001)
# 从csv文件加载数据
data = ts_df.get_csv_daily_data(stock_id="600016.SH")
cerebro.adddata(data)
print('Starting Portfolio Value: %.2f' % cerebro.broker.getvalue())
# 回测启动运行
cerebro.run()
print('Final Portfolio Value: %.2f' % cerebro.broker.getvalue())
# cerebro.plot()
if __name__ == '__main__':
# get_data()
engine_run()
|
991,348 | 26ff9ccf035c6dd70c114584b282ec9cf03644d2 | #!/usr/bin/env python
import ast
import pickle
import pprint
import os
import os.path
import random
import string
import sys
import numpy as np
from scipy.io import savemat, loadmat
from skimage.io import imread, imsave
import skimage.measure
import skimage.segmentation
#################################################################################
## Setup
#################################################################################
if not len(sys.argv) == 4:
print('./index.py image_path flattened_path map.txt')
sys.exit()
image_dirname = sys.argv[1]
label_dirname = sys.argv[2]
map_filename = sys.argv[3]
# Load labels
print('loading labels')
label_names = ['empty']
with open(map_filename, 'r') as f:
label_names += [x.split(': ')[1].strip() for x in f]
# Get list of labels
if os.path.exists('index.pickle'):
print('index cache found, loading from cache')
label_images = pickle.load(open('index.pickle', 'r'))
else:
print('no index cache found, generating index')
label_images = dict([(x, []) for x in label_names])
for folder, subfolders, filenames in os.walk(label_dirname):
for filename in filenames:
print(' checking %s...' % os.path.join(folder, filename))
label_filename = os.path.join(folder, filename)
try:
label_image = loadmat(label_filename)['Label']
except KeyError:
label_image = loadmat(label_filename)['LabelMap']
for label_int in np.unique(label_image):
try:
label_images[label_names[label_int]].append((os.path.splitext(filename)[0], label_filename, folder))
except IndexError:
print('ERROR: Label index %d is out of range!' % label_int)
print('caching index')
pickle.dump(label_images, open('index.pickle', 'w'))
# Get label sets
print('collecting label sets')
label_sets = set()
for label_name in label_names:
for image_name, label_filename, folder in label_images[label_name]:
label_sets.add(folder)
# Get list of changes
if os.path.exists('changes.pickle'):
print('change cache found, loading from cache')
changes = pickle.load(open('changes.pickle', 'r'))
else:
print('no change cache found')
changes = {}
pickle.dump(changes, open('changes.pickle', 'w'))
#################################################################################
## Server
#################################################################################
from index_template import index_template
from results_template import results_template
from flask import Flask, send_from_directory, request
app = Flask('Label Explorer')
@app.route('/')
def get_index():
global label_names
namespace = {'label_names': label_names}
tmpl = index_template(searchList=[namespace])
return str(tmpl)
@app.route('/change/<image_name>/<from_label>/to/', defaults={'to_label': ''})
@app.route('/change/<image_name>/<from_label>/to/<to_label>')
def change_label(image_name, from_label, to_label):
global changes
print('to_label = %s' % to_label)
if to_label == '':
if changes.has_key((image_name, from_label)):
del changes[(image_name, from_label)]
else:
changes[(image_name, from_label)] = to_label
pickle.dump(changes, open('changes.pickle', 'w'))
return ''
@app.route('/regions/<path:filename>')
def get_image(filename):
return send_from_directory(os.path.join(os.getcwd(), 'regions'), filename)
@app.route('/query/<query_label>')
def get_label_examples(query_label):
global label_names
global label_sets
global label_images
global results_template
if query_label not in label_names:
return 'Could not find label "%s"!' % query_label
query_image_index = label_names.index(query_label)
query_image_list = label_images[query_label]
if len(query_image_list) == 0:
return 'No images found with label "%s"!' % query_label
try:
response_num = int(request.args.get('num'))
except:
response_num = 10
query_label_sets = set(label_sets)
set_filter = request.args.get('set')
if set_filter:
query_label_sets = set([set_filter])
query_image_list = filter(lambda x: set_filter in x[2], query_image_list)
change_filter = request.args.get('nochanges')
if change_filter:
query_image_list = filter(lambda x: not changes.has_key((x[0], query_label)) or changes[(x[0], query_label)] is '', query_image_list)
response_num = min(len(query_image_list), response_num)
random_images = random.sample(query_image_list, response_num)
regions_metadata = []
for image_name, label_filename, label_folder in random_images:
image_filename = os.path.join(image_dirname, '%s.jpg' % image_name)
image = imread(image_filename)
try:
label_image = loadmat(label_filename)['Label']
except KeyError:
label_image = loadmat(label_filename)['LabelMap']
image_rows, image_cols = label_image.shape
regions = skimage.measure.regionprops(label_image)
for region_index, region in enumerate(regions):
if region.label != query_image_index:
continue
print('Processing image "%s", region %d...' % (label_filename, region_index))
# min_row, min_col, max_row, max_col = region.bbox
# min_row = max(min_row - 10, 0)
# min_col = max(min_col - 10, 0)
# max_row = min(max_row + 10, image_rows)
# max_col = min(max_col + 10, image_cols)
# region_image = image[min_row:max_row, min_col:max_col]
region_image = skimage.segmentation.mark_boundaries(image, label_image == region.label, color=(0, 1, 0))
region_filename = 'regions/%s-%s-%d.png' % (query_label, image_name, region_index)
change_value = ''
if changes.has_key((image_name, query_label)):
change_value = changes[(image_name, query_label)]
regions_metadata.append((image_name, region_filename, label_folder, change_value))
if not os.path.exists(region_filename):
imsave(region_filename, region_image)
namespace = dict(locals())
tmpl = results_template(searchList=[namespace])
return str(tmpl)
if __name__ == '__main__':
app.run(host='0.0.0.0', port=8888, debug=True)
|
991,349 | 40fa7e4fe59d3b6feb98a82d662b9df24e71283c | import keras
import numpy as np
from sklearn.preprocessing import OneHotEncoder
from keras.models import Sequential
from keras.layers import Dense, Activation, Conv2D, MaxPooling2D, Flatten, Dropout, BatchNormalization
from keras.optimizers import Adam as Adam
from keras.layers.advanced_activations import LeakyReLU
import pandas as pd
EPOCH = 1000
BATCH_SIZE = 512
alpha = 0.001 #learning rate
CLASS = 40
WIDTH = 64
HEIGHT = 64
def deepCNN():
#Define the model:
model = Sequential()
#First layer
model.add(Conv2D(16, (5, 5), input_shape=[WIDTH,HEIGHT,1] , strides = 1, padding='same'))
model.add(LeakyReLU(alpha=0.3) )
model.add(BatchNormalization(axis=-1))
#2nd
model.add(Conv2D(16, (5, 5), strides = 1, padding='same'))
model.add(LeakyReLU(alpha=0.3) )
#Pool
model.add(MaxPooling2D(pool_size=(2, 2), strides=2))
model.add(BatchNormalization(axis=-1))
#3rd
model.add(Conv2D(32, (5, 5), strides = 1, padding='same'))
model.add(LeakyReLU(alpha=0.3) )
#pool
model.add(MaxPooling2D(pool_size=(2, 2), strides=2))
#4th
model.add(Conv2D(32, (5, 5), strides = 1, padding='same'))
model.add(LeakyReLU(alpha=0.3) )
#pool
model.add(MaxPooling2D(pool_size=(2, 2), strides=2))
#Flatten
model.add(Flatten())
model.add(BatchNormalization(axis=-1))
#Fully connected
model.add(Dense(1024))
model.add(LeakyReLU(alpha=0.3) )
model.add(BatchNormalization(axis=-1))
#Dropout
model.add(Dropout(0.4))
#Final output layer
model.add(Dense(CLASS, activation ='softmax'))
model.summary()
model.compile(Adam(), loss = 'categorical_crossentropy', metrics=['accuracy'] )
return model
def main(x, y, test_x, test_y, test, mapping):
#Reshape x:
model = deepCNN()
model.fit(x, y,
validation_data = (tx, ty),
shuffle = True, epochs = EPOCH,
batch_size = BATCH_SIZE, verbose = 2)
model.save_weights('my_model_weights.h5')
#Model prediction on testing data
best = model.predict(test, batch_size = BATCH_SIZE)
best = np.argmax(best, axis = 1)
#Remap the indice of one hot encoded labels to its original label:
remap = lambda x: mapping[x]
best = best.tolist()
best = [remap(indice) for indice in best]
#Write to prediction file
pred = pd.DataFrame(data=best)
pred.index+=1
pred.to_csv("cnn_KERAS_1000.csv", sep=',', header=['Label'], index=True, index_label='ID', encoding='utf-8')
if __name__ == '__main__':
#load data
file_x = "../data/newClean/train.csv"
file_t = "../data/newClean/test.csv"
tx = np.genfromtxt(file_x, delimiter = ' ', skip_header = 1)
test = np.genfromtxt(file_t, delimiter = ' ', skip_header = 1)
ty = tx[:, 0]
tx = tx[:, 2:]
test = test[:, 2:]
#randomly shuffle tx:
np.random.shuffle(tx)
#Split train and test
ind = int(tx.shape[0]/10*9.5)
test_x = tx[ind:]
test_y = ty[ind:]
test_y = test_y.reshape(-1, 1)
ty = ty.reshape(-1, 1)
#one hot encode ty, test_y
enc = OneHotEncoder()
ty = enc.fit_transform(ty)
test_y = enc.transform(test_y)
ty = ty.toarray()
test_y = test_y.toarray()
tx = np.reshape(tx, (-1, WIDTH, HEIGHT, 1))
test_x = np.reshape(test_x, (-1, WIDTH, HEIGHT, 1))
test = np.reshape(test, (-1, WIDTH, HEIGHT, 1))
#Create a mapping between indice in one hot encoded labels to actual label
labels = [0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 20, 21, 24, 25, 27, 28, 30, 32, 35, 36, 40, 42, 45, 48, 49, 54, 56, 63, 64, 72, 81]
ind = [i for i in range(40)]
mapping = dict()
for i, l in zip(ind, labels):
mapping[i] = l
print(tx.shape)
print(test_x.shape)
print(test_y.shape)
print(test.shape)
print("___________________________Finished Loading data___________________________")
main(tx, ty, test_x, test_y, test, mapping)
|
991,350 | b40d0505c6681e47d0823bce2ff7e8e8164b2eeb | from collections import defaultdict
from typing import List, Tuple
# Given an array of size n, find the most common and the least common elements.
# The most common element is the element that appears more than n // 2 times.
# The least common element is the element that appears fewer than other.
# You may assume that the array is non-empty and the most common element
# always exist in the array.
def major_and_minor_elem(elements_list: List[int]) -> Tuple[int, int]:
elements_dict = defaultdict(int)
for i in elements_list:
elements_dict[i] += 1
result = (max(elements_dict, key=elements_dict.get)), (
min(elements_dict, key=elements_dict.get)
)
return result
|
991,351 | 2fc0061a2f30f746d35fdb74034dfb0e76ea2429 | # -*- coding: utf-8 -*-
"""
File Name： test02
Author : mengkai
date： 2019/2/2
description:
"""
import tensorflow as tf
import os
os.environ['TF_CPP_MIN_LOG_LEVEL'] = '2'
# 定义输入和参数
x = tf.placeholder(tf.float32, shape=(1, 2))
w1 = tf.Variable(tf.random_normal([2, 3], stddev=1, seed=1))
w2 = tf.Variable(tf.random_normal([3, 1], stddev=1, seed=1))
# 定义前向传播过程
a = tf.matmul(x, w1)
y = tf.matmul(a, w2)
# 用会话计算结果
with tf.Session() as sess:
init_op = tf.global_variables_initializer()
sess.run(init_op)
print("y in test02 is :\n", sess.run(y, feed_dict={x: [[0.7, 0.5]]}))
|
991,352 | f6059cde4c9a0af3957d3e9724e6b13491ff7081 | def even(x):
if x % 2 == 0:
return True
else:
return False
def productnum(v, a, b, c):
if a > b:
return v
elif even(c) or c == 0 or a == b:
return productnum(v*a, a+2, b, c+1)
else:
return productnum(v*a, a, b, c+1)
def productden(v, a, b, c):
if a > b:
return v
elif even(c):
return productden(v*a, a+2, b, c+1)
else:
return productden(v*a, a, b, c+1)
def pi(n):
x = productnum(1, 2, n, 0)
y = productden(1,3, n-1,1)
return 4 * ((x+.00)/y)
#return (4 * (productnum(1,2,n,0) / productden(1, 3, n-1, 1)))
def check(n):
if even(n):
return pi(n)
else:
return pi(n-1)
print check(8)
print check(100)
print check(125)
print check(150)
print check(171)
|
991,353 | e01f63b91f4f98a0bb290802beaf48ef386fc418 | # import re
# n=input()#行数
# print(n.isalpha())
# print(n[len(n)-1])
# print(''.join([s for s in n if s.isalpha()]))
# for j in range(ord(n)):
# input_lines = input()
# print(input_lines)
# for each in input_lines[j]:
# print('test')
n=ord(input("输入行数:\n"))
stopword = ''
str_line = ''
for line in iter(input, stopword):
str_line += line + '\n'
a = str_line.split("\n")
for i in range(len(a)):
# print(a[i].isalpha())
# print(''.join([s for s in a[i] if s.isalpha()]))
# print(''.join([s for s in a[i] if s.isalnum()]))
# print (a[i] + ": " + str(i+1))
num=''.join([s for s in a[i] if s.isdigit()])
name=''.join([s for s in a[i] if s.isalpha()])
# print(num)
if num=='3':
print(name)
# print(''.join([s for s in a[i] if s.isdigit()]))
#
# line = """qqq
# sss
# fff"""
# a = line.split("\n")
# for i in range(len(a)):
# print (a[i] + ": " + str(i))
# a=input().lower()
# b=input().lower()
# print(a.count(b))
# input_lines = input()
# print(input_lines[0::2]) |
991,354 | 7c383f093aa1b93f6ea2b94416beb3f3de0dae6b | from .sift import SIFT
from .cm import ColorMoments
from .hog import HOG
from .lbp import LocalBP
from .cavg import ColorAvg
MODELS = {"cm": ColorMoments, "hog": HOG, "cavg": ColorAvg}
def getSupportModel():
return list(MODELS.keys())
def creatModel(model, **kwargs):
model = model.lower()
if model in MODELS:
return MODELS[model](**kwargs)
else:
raise Exception("Supported model: sift, cm, cavg, hog, lbp")
|
991,355 | a9aadbb5929b3de8dafbb9373ad5bf55a371df50 | # -*- coding: utf-8 -*-
from PyQt4 import QtCore
from PyQt4.QtGui import *
class Ui_Main(object):
def setupUi(self, Main):
Main.setObjectName("Main")
Main.resize(602, 402)
# CentralWidget
self.CentralWidget = QFrame(Main)
# menubar
menubar = Main.menuBar()
file = menubar.addMenu('&File')
# top
self.topSplitter = QSplitter(self.CentralWidget)
self.topSplitter.setOrientation(QtCore.Qt.Horizontal)
# top :: left side
self.listView = QListWidget(self.topSplitter)
# sizePolicy = QSizePolicy(QSizePolicy.Expanding, QSizePolicy.Expanding)
# sizePolicy.setHorizontalStretch(0)
# sizePolicy.setVerticalStretch(0)
# sizePolicy.setHeightForWidth(self.listView.sizePolicy().hasHeightForWidth())
# self.listView.setSizePolicy(sizePolicy)
self.listView.setObjectName("listView")
# top :: right side
self.rightSplitter = QSplitter(self.topSplitter)
self.rightSplitter.setOrientation(QtCore.Qt.Vertical)
# top :: right side :: instance info
self.instanceInfo_LayoutWidget = QWidget(self.rightSplitter)
self.instanceInfo_Layout = QGridLayout(self.instanceInfo_LayoutWidget)
# top :: right side :: instance info :: query display label and box
self.queryDisplayLabel = QLabel(self.instanceInfo_LayoutWidget)
self.instanceInfo_Layout.addWidget(self.queryDisplayLabel, 0, 0)
self.queryDisplayBox = QLineEdit(self.instanceInfo_LayoutWidget)
self.queryDisplayBox.setReadOnly(True)
self.queryDisplayBox.setObjectName("queryDisplayBox")
self.instanceInfo_Layout.addWidget(self.queryDisplayBox, 0, 1)
# top :: right side :: instance info :: views display label and box
self.viewsDisplayLabel = QLabel(self.instanceInfo_LayoutWidget)
self.instanceInfo_Layout.addWidget(self.viewsDisplayLabel, 1, 0, QtCore.Qt.AlignTop)
self.viewsDisplayBox = QListWidget(self.instanceInfo_LayoutWidget)
self.viewsDisplayBox.setObjectName("viewsDisplayBox")
self.instanceInfo_Layout.addWidget(self.viewsDisplayBox, 1, 1)
# top :: right side :: solutions
self.solutions_LayoutWidget = QWidget(self.rightSplitter)
self.solutions_Layout = QVBoxLayout(self.solutions_LayoutWidget)
# top :: right side :: solutions :: dnnf
self.dnnf_Widget = QGroupBox()
self.dnnf_Widget.setTitle("Intermediate Representation")
self.solutions_Layout.addWidget(self.dnnf_Widget)
self.dnnf_Layout = QVBoxLayout()
self.dnnf_Widget.setLayout(self.dnnf_Layout)
# top :: right side :: solutions :: dnnf :: dnnf label layout
self.dnnf_LabelWidget = QWidget()
self.dnnf_Layout.addWidget(self.dnnf_LabelWidget)
self.dnnf_LabelLayout = QHBoxLayout()
self.dnnf_LabelWidget.setLayout(self.dnnf_LabelLayout)
# top :: right side :: solutions :: dnnf :: dnnf label layout :: dnnf label
self.dnnfLabel = QLabel(self.dnnf_Widget)
self.dnnf_LabelLayout.addWidget(self.dnnfLabel)
# top :: right side :: solutions :: dnnf :: dnnf label layout :: dnnf status label
self.dnnfStatusLabel = QLabel(self.dnnf_Widget)
self.dnnf_LabelLayout.addWidget(self.dnnfStatusLabel)
# top :: right side :: solutions :: dnnf :: dnnf buttons layout
self.dnnf_ButtonsWidget = QWidget()
self.dnnf_Layout.addWidget(self.dnnf_ButtonsWidget)
self.dnnf_ButtonsLayout = QHBoxLayout()
self.dnnf_ButtonsWidget.setLayout(self.dnnf_ButtonsLayout)
# top :: right side :: solutions :: dnnf :: dnnf buttons layout :: dnnf buttons
self.dnnfGenAndLoadButton = QPushButton("Generate && Load")
self.dnnf_ButtonsLayout.addWidget(self.dnnfGenAndLoadButton)
self.dnnfLoadFromFileButton = QPushButton("Load From File")
self.dnnf_ButtonsLayout.addWidget(self.dnnfLoadFromFileButton)
self.dnnfUnloadButton = QPushButton("Unload")
self.dnnf_ButtonsLayout.addWidget(self.dnnfUnloadButton)
# top :: right side :: solutions :: rewritings
self.rewritings_Widget = QGroupBox()
self.rewritings_Widget.setTitle("Instantiations")
self.solutions_Layout.addWidget(self.rewritings_Widget)
self.rewritings_Layout = QVBoxLayout()
self.rewritings_Widget.setLayout(self.rewritings_Layout)
# top :: right side :: solutions :: rewritings :: rewritings buttons layout
self.rewritings_ButtonsWidget = QWidget()
self.rewritings_Layout.addWidget(self.rewritings_ButtonsWidget)
self.rewritings_ButtonsLayout = QHBoxLayout()
self.rewritings_ButtonsWidget.setLayout(self.rewritings_ButtonsLayout)
# top :: right side :: solutions :: rewritings :: rewritings buttons layout :: rewritings buttons
self.rewritingsGetAllButton = QPushButton("Get All")
self.rewritings_ButtonsLayout.addWidget(self.rewritingsGetAllButton)
self.rewritingsGetBestButton = QPushButton("Get Best")
self.rewritings_ButtonsLayout.addWidget(self.rewritingsGetBestButton)
self.rewritingsChangeCostModelButton = QPushButton("Change Cost Model")
self.rewritings_ButtonsLayout.addWidget(self.rewritingsChangeCostModelButton)
# self.horizontalLayoutWidget = QWidget(self.rightSplitter)
# self.horizontalLayoutWidget.setObjectName("horizontalLayoutWidget")
# self.horizontalLayout = QHBoxLayout(self.horizontalLayoutWidget)
# self.horizontalLayout.setObjectName("horizontalLayout")
# self.label = QLabel(self.horizontalLayoutWidget)
# self.label.setObjectName("label")
# self.horizontalLayout.addWidget(self.label)
# self.horizontalLayout.addWidget(self.queryDisplay)
# self.horizontalLayoutWidget_3 = QWidget(self.rightSplitter)
# self.horizontalLayoutWidget_3.setObjectName("horizontalLayoutWidget_3")
# self.horizontalLayout_3 = QHBoxLayout(self.horizontalLayoutWidget_3)
# self.horizontalLayout_3.setObjectName("horizontalLayout_3")
Main.setCentralWidget(self.CentralWidget)
self.retranslateUi(Main)
QtCore.QMetaObject.connectSlotsByName(Main)
def retranslateUi(self, Main):
Main.setWindowTitle(QApplication.translate("Main", "SATWins", None, QApplication.UnicodeUTF8))
self.queryDisplayLabel.setText(QApplication.translate("Main", "Workflow", None, QApplication.UnicodeUTF8))
self.viewsDisplayLabel.setText(QApplication.translate("Main", "Concrete Services", None, QApplication.UnicodeUTF8))
self.dnnfLabel.setText(QApplication.translate("Main", "d-DNNF: loaded (28K)", None, QApplication.UnicodeUTF8))
#TODO activate next label
#self.dnnfStatusLabel.setText(QApplication.translate("Main", "loaded", None, QApplication.UnicodeUTF8))
|
991,356 | ea1df97cb5b3facc1547baee6e0242ad97c5d9c9 | #!/usr/bin/env python3
'''
Example exposing the plot_labelled_group_connectivity_circle function.
Author: Praveen Sripad <pravsripad@gmail.com>
'''
import numpy as np
from jumeg.connectivity import plot_labelled_group_connectivity_circle
from jumeg import get_jumeg_path
import yaml
# load the yaml grouping of Freesurfer labels
yaml_fname = get_jumeg_path() + '/data/rsn_desikan_aparc_cortex_grouping.yaml'
label_names_yaml_fname = get_jumeg_path() + '/data/desikan_label_names.yaml'
with open(label_names_yaml_fname, 'r') as f:
label_names = yaml.safe_load(f)['label_names']
# make a random matrix with 68 nodes
# use simple seed for reproducibility
np.random.seed(42)
con = np.random.random((68, 68))
con[con < 0.5] = 0.
# plotting within a subplot
plot_labelled_group_connectivity_circle(yaml_fname, con, label_names,
out_fname='rsn_circle.png',
show=False, n_lines=20, fontsize_names=6,
title='test RSN circ labels')
|
991,357 | 63da31c5aa0f658217c88218a2db63f3de96c23d | import pytest
from check_phonenumber.service import CheckPhoneNumber
@pytest.fixture
def test_data():
data = {
"phone_number": "+40721234567",
"country_code": "RO"
}
return data
def test_service(test_data):
result = CheckPhoneNumber.validate_phone(data=test_data)
assert result.get('valid_number') is True
|
991,358 | d3716c97308e6f8ae7ae4ac365e3bf621ca6956e | from .base_page import BasePage
from .locators import ProductPageLocators
class ProductPage(BasePage):
def click_on_add_to_basket_button(self):
add_to_basket_button = self.browser.find_element(*ProductPageLocators.ADD_TO_BASKET_BUTTON)
add_to_basket_button.click()
def should_be_add_basket_button(self):
assert self.is_element_is_present(
*ProductPageLocators.ADD_TO_BASKET_BUTTON), "Add to basket button is not presented"
def check_item_names_equal(self):
item_name = self.browser.find_element(*ProductPageLocators.ITEM_NAME).text
item_added_message = self.browser.find_element(*ProductPageLocators.ITEM_ADDED_MESSAGE).text
print(item_name)
print(item_added_message)
assert item_name == item_added_message, "Item names aren't equal"
def check_prices_equal(self):
item_price = self.browser.find_element(*ProductPageLocators.ITEM_PRICE).text
item_price_in_basket = self.browser.find_element(*ProductPageLocators.PRICE_IN_BASKET).text
print(item_price)
print(item_price_in_basket)
assert item_price == item_price_in_basket, "Prices aren't equal"
def should_not_presented_succeed_message(self):
assert self.is_not_element_present(*ProductPageLocators.ITEM_ADDED_MESSAGE), "Item is presented"
def should_disappeared_success_message(self):
assert self.is_element_is_present(*ProductPageLocators.ITEM_ADDED_MESSAGE), "Item isn't presented"
assert self.is_disappeared(*ProductPageLocators.ITEM_ADDED_MESSAGE), "Success message still presented"
|
991,359 | dd406f723aa18bc3a39a96b592e18230e848ee72 | '''
This module contains the necessary functionality to run
basic runtime tests. The test suite is run for all programming
languages added in `test/config.py`.
**Important**: This test suite makes several assumptions regarding
naming conventions and the location of specific files:
- The bot binary should be located at
`docker-sandbox/test/bot_binaries/<lowercase_programming_language_name>/`
- The compiler image should be named as
`gcr.io/riddles-microservices/sandbox-runtime-<lowercase_programming_language_name>`
A marker is generated for each programming language added to the
test suite. This marker can be used to run a subset of the tests.
See README.md for more info.
'''
import os
import pytest
import shutil
from test.config import PROGRAMMING_LANGUAGES
from util.subprocess import SubprocessRunner
from util.temp_dir import temp_dir
from util.test_utils import (
as_id,
as_param,
create_docker_compile_command,
create_docker_runtime_command,
compiler_image,
get_manifest_executable,
runtime_image,
)
@pytest.fixture(
ids=as_id,
params=list(map(as_param, PROGRAMMING_LANGUAGES)),
scope="module",
)
def runtime(request):
programming_language, runtime = request.param
module_dir = os.path.dirname(os.path.realpath(__file__))
bin_dir = os.path.join(
module_dir,
'bot_binaries/{}'.format(programming_language)
)
manifest_path = os.path.join(bin_dir, 'manifest')
# Step 1: Run the runtime and get the output
command = create_docker_runtime_command(
bin_dir,
runtime,
get_manifest_executable(manifest_path),
runtime_image(programming_language)
)
result = SubprocessRunner().run('cat test_scenario.txt | ' + command)
if (result.return_code != 0):
print('===STDOUT===')
print(result.stdout)
print('===STDERR===')
print(result.stderr)
return result
@pytest.mark.runtime
def test_succesful_return_code(runtime):
assert runtime.return_code == 0
@pytest.mark.runtime
def test_bot_returns_correct_output(runtime):
assert runtime.stdout.strip() in ['rock', 'paper', 'scissors']
|
991,360 | 0879b90882ed24a893e6c953db1e59353a75c7ec | # Utility functions meant to aid our convolutional neural network.
from scipy import stats
import pandas as pb
import numpy as np
import matplotlib.pyplot as plt
import tensorflow as tf
%matplotlib inline
plt.style.use('ggplot')
def read_data(file_path):
'''
TODO: Documentation
'''
column_names = ['user-id', 'activity', 'timestamp', 'x-axis', 'y-axis', 'z-axis']
data = pd.read_csv(file_path, header=None, names=column_names)
return data
def feature_normalize(dataset):
'''
TODO: Documentation
'''
mu = np.mean(dataset, axis=0)
sigma = np.std(dataset, axis=0)
return (dataset - mu)/sigma
def plot_axis(ax, x, y, title):
'''
TODO: Documentation
'''
ax.plot(x, y)
ax.set_title(title)
ax.xaxis.set_visible(False)
ax.set_ylim([min(y) - np.std(y), max(y) + np.std(y)])
ax.set_xlim([min(x), max(x)])
ax.grid(True)
def plot_activity(activity, data):
'''
TODO: Documentation.
'''
fig, (ax0, ax1, ax2) = plt.subplots(ntows = 3, figsize = (15, 10), sharex=True)
# Plot the axis that is in use.
plot_axis(ax0, data['timestamp'], data['x-axis'], 'x-axis')
plot_axis(ax1, data['timestamp'], data['y-axis'], 'y-axis')
plot_axis(ax2, data['timestamp'], data['z-axis'], 'z-axis')
# Figure processing.
fig.suptitle(activity)
plt.subplots_adjust(top=0.90)
plt.show()
|
991,361 | 148df04ef59f5e2b9737af2dfa739caca0837044 | # Copyright 2020 Kaggle Inc
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
import time
from kaggle_environments import make, evaluate, utils, DeadlineExceeded
env = None
def custom1(obs):
step = sum(1 for mark in obs.board if mark == obs.mark)
return [0, 2, 4, 6, 8][step]
def custom2(obs):
step = sum(1 for mark in obs.board if mark == obs.mark)
return [1, 3, 5, 7][step]
def custom3(obs):
step = sum(1 for mark in obs.board if mark == obs.mark)
time.sleep(4)
return [1, 3, 5, 7][step]
def custom4():
raise Exception("Foo Bar")
def custom5():
return -1
def custom6(obs):
step = sum(1 for mark in obs.board if mark == obs.mark)
time.sleep(2)
return [1, 3, 5, 7][step]
def before_each(state=None):
global env
steps = [] if state == None else [state]
env = make("tictactoe", steps=steps, debug=True)
def test_to_json():
before_each()
json = env.toJSON()
assert json["name"] == "tictactoe"
assert json["rewards"] == [0, 0]
assert json["statuses"] == ["ACTIVE", "INACTIVE"]
assert json["specification"]["reward"]["type"] == ["number", "null"]
def test_can_reset():
before_each()
assert env.reset() == [
{
"action": 0,
"status": "ACTIVE",
"info": {},
"observation": {"remainingOverageTime": 2, "mark": 1, "board": [0, 0, 0, 0, 0, 0, 0, 0, 0], "step": 0},
"reward": 0,
},
{
"action": 0,
"status": "INACTIVE",
"info": {},
"observation": {"remainingOverageTime": 2, "mark": 2},
"reward": 0,
},
]
def test_can_place_valid_mark():
before_each()
assert env.step([4, None]) == [
{
"action": 4,
"status": "INACTIVE",
"info": {},
"observation": {"remainingOverageTime": 2, "mark": 1, "board": [0, 0, 0, 0, 1, 0, 0, 0, 0], "step": 1},
"reward": 0,
},
{
"action": 0, # None caused the default action to be applied.
"status": "ACTIVE",
"info": {},
"observation": {"remainingOverageTime": 2, "mark": 2},
"reward": 0,
},
]
def test_can_place_invalid_mark():
before_each()
env.step([4, None])
assert env.step([None, 4]) == [
{
"action": 0,
"status": "DONE",
"info": {},
"observation": {"remainingOverageTime": 2, "mark": 1, "board": [0, 0, 0, 0, 1, 0, 0, 0, 0], "step": 2},
"reward": 0,
},
{
"action": 4,
"status": "INVALID",
"info": {},
"observation": {"remainingOverageTime": 2, "mark": 2},
"reward": None,
},
]
def test_can_place_winning_mark():
state1 = {"observation": {"board": [2, 1, 0, 1, 1, 0, 2, 0, 2]}}
state2 = {}
before_each([state1, state2])
assert env.step([7, None]) == [
{
"action": 7,
"status": "DONE",
"info": {},
"observation": {"remainingOverageTime": 2, "mark": 1, "board": [2, 1, 0, 1, 1, 0, 2, 1, 2], "step": 1},
"reward": 1,
},
{
"action": 0,
"status": "DONE",
"info": {},
"observation": {"remainingOverageTime": 2, "mark": 2},
"reward": -1,
},
]
def test_can_render():
obs = {"observation": {"board": [0, 1, 0, 2, 1, 2, 0, 0, 2]}}
before_each([obs, obs])
out = " | X | \n---+---+---\n O | X | O \n---+---+---\n | | O "
assert env.render(mode="ansi") == out
def test_can_step_through_agents():
before_each()
while not env.done:
action1 = env.agents.random(env.state[0].observation)
action2 = env.agents.reaction(
utils.structify({"board": env.state[0].observation.board, "mark": 2}))
env.step([action1, action2])
assert env.state[0].reward + env.state[1].reward == 0
def test_can_run_agents():
before_each()
state = env.run(["random", "reaction"])[-1]
assert state[0].reward + state[1].reward == 0
def test_can_evaluate():
rewards = evaluate("tictactoe", ["random", "reaction"], num_episodes=2)
assert (rewards[0][0] + rewards[0][1] ==
0) and rewards[1][0] + rewards[1][1] == 0
def test_can_run_custom_agents():
before_each()
state = env.run([custom1, custom2])[-1]
assert state == [
{
"action": 6,
"reward": 1,
"info": {},
"observation": {"remainingOverageTime": 2, "board": [1, 2, 1, 2, 1, 2, 1, 0, 0], "mark": 1, "step": 7},
"status": "DONE",
},
{
"action": 0,
"reward": -1,
"info": {},
"observation": {"remainingOverageTime": 2, "mark": 2},
"status": "DONE",
},
]
def test_agents_can_timeout_on_init():
env = make("tictactoe", debug=True)
state = env.run([custom1, custom3])[-1]
assert state[1]["status"] == "TIMEOUT"
assert state[1]["observation"]["remainingOverageTime"] < 0
def test_agents_can_timeout_on_act():
env = make("tictactoe", debug=True)
state = env.run([custom1, custom6])[-1]
print(state)
assert state[1]["status"] == "TIMEOUT"
assert state[1]["observation"]["remainingOverageTime"] < 0
def test_run_timeout():
env = make("tictactoe", debug=True, configuration={"actTimeout": 10, "runTimeout": 1})
try:
state = env.run([custom1, custom3])[-1]
except DeadlineExceeded:
pass
except:
assert False, "should fail with deadline exceeded"
else:
assert False, "Should fail when runtimeout is reached"
def test_agents_can_error():
before_each()
state = env.run([custom1, custom4])[-1]
assert state == [
{
"action": 0,
"reward": 0,
"info": {},
"observation": {"remainingOverageTime": 2, "board": [1, 0, 0, 0, 0, 0, 0, 0, 0], "mark": 1, "step": 2},
"status": "DONE",
},
{
"action": None,
"reward": None,
"info": {},
"observation": {"remainingOverageTime": 2, "mark": 2},
"status": "ERROR",
},
]
def test_agents_can_have_invalid_actions():
before_each()
state = env.run([custom1, custom5])[-1]
assert state == [
{
"action": 0,
"reward": 0,
"info": {},
"observation": {"remainingOverageTime": 2, "board": [1, 0, 0, 0, 0, 0, 0, 0, 0], "mark": 1, "step": 2},
"status": "DONE",
},
{
"action": None,
"reward": None,
"info": {},
"observation": {"remainingOverageTime": 2, "mark": 2},
"status": "INVALID",
},
]
|
991,362 | 1fcb3b54cede07afaf085000fa02be3e0637f1c5 | for i in range(1, 101): # 1부터 100까지 증가하면서 100번 반복
if i % 2 != 0: # i를 2로 나누었을 때 나머지가 0이 아니면 홀수
continue # 아래 코드를 실행하지 않고 건너뜀
print(i) |
991,363 | 3c724ec486afe970ddeb0fac0bed4985fbf7ee48 | from db import Icd10Code, db, Mapper, Icd9Code
import codecs
def read_icd10_codes():
# Diagnosis
with open('sources/icd10cm_order_2012.txt', 'r') as f:
for line in f.readlines():
code = line[6:13].strip()
if len(code) > 3:
code = "%s.%s" % (code[:3], code[3:])
code = Icd10Code(
order_no=line[0:5],
code=code,
ub04_valid=line[14:15],
description=line[16:75].strip(),
long_desc=line[77:].strip(),
diagnosis=True,
)
db.session.add(code)
# pcs - procedures
with open('sources/icd10pcs_order_2012.txt', 'r') as f:
for line in f.readlines():
code = Icd10Code(
order_no=line[0:5],
code=line[6:13].strip(),
ub04_valid=line[14:15],
description=line[16:75].strip(),
long_desc=line[77:].strip(),
diagnosis=False,
)
db.session.add(code)
db.session.commit()
def read_icd9_codes():
# dx
with codecs.open('sources/CMS29_DESC_LONG_DX.101111.txt', 'rb', encoding='latin-1') as f:
for line in f.readlines():
code = line[0:6].strip()
if len(code) > 3:
code = "%s.%s" % (code[:3], code[3:])
code = Icd9Code(
diagnosis=True,
code=code,
description=line[6:].strip(),
)
db.session.add(code)
# px
with codecs.open('sources/CMS29_DESC_LONG_SG.txt', 'rb', encoding='latin-1') as f:
for line in f.readlines():
code = line[0:5].strip()
if len(code) > 2:
code = "%s.%s" % (code[:2], code[2:])
code = Icd9Code(
diagnosis=False,
code=code,
description=line[5:].strip()
)
db.session.add(code)
db.session.commit()
def read_icd10_gem_files():
# DX
with open('sources/2012_I10gem.txt', 'r') as f:
for line in f.readlines():
code = Mapper(
forward = False,
icd10code = line[0:7].strip(),
icd9code = line[8:13].strip(),
approximate = line[14:15],
no_map = line[15:16],
combination = line[16:17],
scenario = line[17:18],
choice_list = line[18:19],
diagnosis = True,
)
db.session.add(code)
# procedures
with open('sources/gem_pcsi9.txt', 'r') as f:
for line in f.readlines():
code = Mapper(
forward = False,
icd10code = line[0:7].strip(),
icd9code = line[8:13].strip(),
approximate = line[14:15],
no_map = line[15:16],
combination = line[16:17],
scenario = line[17:18],
choice_list = line[18:19],
diagnosis = False,
)
db.session.add(code)
db.session.commit()
def read_icd9_gem_files():
with open('sources/2012_I9gem.txt', 'r') as f:
for line in f.readlines():
mapping = Mapper(
forward = True,
icd9code = line[0:5].strip(),
icd10code = line[6:13].strip(),
approximate = line[14:15],
no_map = line[15:16],
combination = line[16:17],
scenario = line[17:18],
choice_list = line[18:19],
diagnosis = True,
)
db.session.add(mapping)
with open('sources/gem_i9pcs.txt', 'r') as f:
for line in f.readlines():
mapping = Mapper(
forward = True,
icd9code = line[0:5].strip(),
icd10code = line[6:13].strip(),
approximate = line[14:15],
no_map = line[15:16],
combination = line[16:17],
scenario = line[17:18],
choice_list = line[18:19],
diagnosis = False,
)
db.session.add(mapping)
db.session.commit()
if __name__ == "__main__":
read_icd10_gem_files()
read_icd9_gem_files()
# read_icd10_codes()
# read_icd9_codes()
|
991,364 | 7f947a937baaa67619958ad31962a7019a64b5f7 | """14. Special operators
Write note on Identity operator
Write note on membership operator
"""
"""membership opetator
Membership operators are operators used to validate the membership of a value.
It test for membership in a sequence, such as strings, lists, or tuples.
in operator : The ‘in’ operator is used to check if a value exists in a sequence or not.
Evaluates to true if it finds a variable in the specified sequence and false otherwise."""
""" identity operator
In Python are used to determine whether a value is of a certain class or type.
They are usually used to determine the type of data a certain variable contains.
There are different identity operators such as"""
|
991,365 | 9daab8048af84695a09365277469632ec7e49c56 | def primeFactors():
num=int(input("enter a number to find the factors:"))
for i in range(2,num):
if (num%i)==0:
print(i)
num=num/i
primeFactors() |
991,366 | 3dcf716fd35483347e4d8be090791d9d2ee09e9a | import pygame
for font in pygame.font.get_fonts():
print(font)
|
991,367 | d5975e11a3aa6600e127fd05475a44b81fb65814 | import logging
import multiprocessing
from scipy import signal
import scipy.io.wavfile
import itertools
import numpy
import gc
logger = logging.getLogger(__name__)
def remove_channel(samples):
return samples[:, 0]
def _do_filter(args):
samples, fir_window = args
filtered_samples = scipy.signal.lfilter(fir_window,1,samples)
return filtered_samples
def band_pass_filter(samples, samplerate, low_hz, high_hz):
taps = 61
cutoff_low = float(low_hz)
cutoff_high = float(high_hz)
nyquist = samplerate / 2.0
fir_window = signal.firwin(taps,
cutoff=[cutoff_low / nyquist, cutoff_high / nyquist],
pass_zero=False,
window="blackman")
# Split samples in no. of processor subarrays
samples_list = numpy.array_split(samples, multiprocessing.cpu_count())
worker_pool = multiprocessing.Pool(processes=multiprocessing.cpu_count())
results = worker_pool.map(_do_filter, itertools.izip(samples_list, itertools.repeat(fir_window)))
filtered_samples = numpy.concatenate(results).astype(samples.dtype)
print "Filtered samples len ", len(filtered_samples)
return filtered_samples
def normalize_volume(samples):
samples /= numpy.max(numpy.abs(samples), axis=0)
return samples
def downsample(samples, samplerate, max_frequency):
# First find minimum samplerate multiplier to satisfy nyquist
q = 1
while samplerate / (q + 1) > (max_frequency * 2):
q += 1
logger.debug("[DECIMATE] Found decimation factor: %s (%s -> %s)" % (q, samplerate, samplerate / q))
decimated_samples = signal.decimate(samples, q).astype(samples.dtype)
return decimated_samples, samplerate / q
|
991,368 | d0c63b20f88045392d232499fcb76321950a2ee0 | #
# Project: MXCuBE
# https://github.com/mxcube.
#
# This file is part of MXCuBE software.
#
# MXCuBE is free software: you can redistribute it and/or modify
# it under the terms of the GNU General Public License as published by
# the Free Software Foundation, either version 3 of the License, or
# (at your option) any later version.
#
# MXCuBE is distributed in the hope that it will be useful,
# but WITHOUT ANY WARRANTY; without even the implied warranty of
# MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
# GNU General Public License for more details.
#
# You should have received a copy of the GNU General Public License
# along with MXCuBE. If not, see <http://www.gnu.org/licenses/>.
import logging
import gevent
from HardwareRepository.BaseHardwareObjects import Device
import _tine as tine
__credits__ = ["EMBL Hamburg"]
__version__ = "2.3."
__category__ = "General"
class EMBLDoorInterlock(Device):
DoorInterlockState = {3: 'unlocked',
1: 'closed',
0: 'locked_active',
46: 'locked_inactive',
-1: 'error'
}
def __init__(self, name):
Device.__init__(self, name)
self.use_door_interlock = None
self.door_interlock_state = None
self.door_interlock_final_state = None
self.door_interlock_breakabled = None
self.detector_distance_hwobj = None
self.before_unlock_commands_present = None
self.before_unlock_commands = None
self.chan_state_locked = None
self.chan_state_breakable = None
self.cmd_break_interlock = None
def init(self):
self.door_interlock_state = "unknown"
self.detector_distance_hwobj = \
self.getObjectByRole("detector_distance")
self.before_unlock_commands_present = \
self.getProperty("before_unlock_commands_present")
self.before_unlock_commands = eval(self.getProperty("beforeUnlockCommands"))
self.use_door_interlock = self.getProperty('useDoorInterlock')
if self.use_door_interlock is None:
self.use_door_interlock = True
self.chan_state_locked = self.getChannelObject('chanStateLocked')
self.chan_state_locked.connectSignal('update', self.state_locked_changed)
self.chan_state_breakable = self.getChannelObject('chanStateBreakable')
self.chan_state_breakable.connectSignal('update', self.state_breakable_changed)
self.cmd_break_interlock = self.getCommandObject('cmdBreak')
self.getState = self.get_state
def connected(self):
"""Sets is ready"""
self.setIsReady(True)
def disconnected(self):
self.setIsReady(False)
def state_breakable_changed(self, state):
self.door_interlock_breakabled = state
self.get_state()
def state_locked_changed(self, state):
"""Updates door interlock state"""
self.door_interlock_state = state
self.get_state()
def get_state(self):
"""Returns current state"""
if self.door_interlock_state:
if self.door_interlock_breakabled:
self.door_interlock_final_state = 'locked_active'
msg = "Locked (unlock enabled)"
else:
self.door_interlock_final_state = 'locked_inactive'
msg = "Locked (unlock disabled)"
else:
self.door_interlock_final_state = 'unlocked'
msg = "Unlocked"
if not self.use_door_interlock:
self.door_interlock_final_state = 'locked_active'
msg = "Locked (unlock enabled)"
self.emit('doorInterlockStateChanged', self.door_interlock_final_state, msg)
return self.door_interlock_final_state, msg
def unlock_door_interlock(self):
"""Break Interlock (only if it is allowed by doorInterlockCanUnlock)
It doesn't matter what we are sending in the command
as long as it is a one char
"""
if self.detector_distance_hwobj.getPosition() < 340:
self.detector_distance_hwobj.move(500)
gevent.sleep(1)
if not self.use_door_interlock:
logging.getLogger().info('Door interlock is disabled')
return
if self.door_interlock_state:
gevent.spawn(self.unlock_doors_thread)
else:
logging.getLogger().info('Door is Interlocked')
def before_unlock_actions(self):
"""Executes some commands bedore unlocking the doors"""
for command in self.before_unlock_commands:
addr = command["address"]
prop = command["property"]
if len(command["argument"]) == 0:
arg = [0]
else:
try:
arg = [eval(command["argument"])]
except:
arg = [command["argument"]]
if command["type"] == "set":
tine.set(addr, prop, arg)
elif command["type"] == "query":
tine.query(addr, prop, arg[0])
def unlock_doors_thread(self):
"""Gevent method to unlock the doors"""
if self.door_interlock_breakabled:
try:
self.before_unlock_actions()
except:
pass
if self.cmd_break_interlock is None:
self.cmd_break_interlock = self.getCommandObject('cmdBreakInterlock')
self.cmd_break_interlock()
else:
msg = "Door Interlock cannot be broken at the moment " + \
"please check its status and try again."
logging.getLogger("user_level_log").error(msg)
def update_values(self):
self.get_state()
|
991,369 | 6103a7e9073d77c64c8e757b927e5b33bc3abf29 | #!/usr/bin/env python
# -*- coding=utf-8; -*-
"""
Calculate monitor DPI.
"""
from math import sqrt
def dpi(x, y, diag):
return sqrt(x*x + y*y) / diag
hor_res = input('Horizontal resolution: ')
vert_res = input('Vertical resolution: ')
diag = input('Diagonal size: ')
result = dpi(hor_res, vert_res, diag)
print 'DPI: {0}'.format(result) |
991,370 | d93727737a9f2cbdd1694d55f2948679d6c25b11 | from django.test import TestCase
from django.urls import reverse
class TestViews(TestCase):
def test_index(self):
response = self.client.get(reverse('index'))
self.assertContains(response, 'TDE Central')
|
991,371 | 1d1c8d7b42d0ec41355ad8400db4247a4f55f7fe | #################################################################################
# Author : Webkul Software Pvt. Ltd. (<https://webkul.com/>)
# Copyright(c): 2015-Present Webkul Software Pvt. Ltd.
# All Rights Reserved.
#
#
#
# This program is copyright property of the author mentioned above.
# You can`t redistribute it and/or modify it.
#
#
# You should have received a copy of the License along with this program.
# If not, see <https://store.webkul.com/license.html/>
#################################################################################
import odoo
from odoo import api, fields, models, _
from odoo.osv import expression
from datetime import datetime
import time
from dateutil.relativedelta import relativedelta
class AccountFiscalyear(models.Model):
_name = "account.fiscalyear"
_description = "Fiscal Year"
name = fields.Char('Fiscal Year', required=True)
code = fields.Char('Code', size=6, required=True)
company_id = fields.Many2one('res.company', 'Company', required=True, default=lambda self: self.env['res.company']._company_default_get('account.invoice'))
date_start = fields.Date('Start Date', required=True, default=lambda * a: time.strftime('%Y-%m-01 %H:59:%S'))
date_stop = fields.Date('End Date', required=True, default=lambda * a: time.strftime('%Y-12-31 %H:59:%S'))
period_ids = fields.One2many('account.period', 'fiscalyear_id', 'Periods')
_order = "date_start, id"
@api.multi
def _check_duration(self):
if self.date_stop < self.date_start:
return False
return True
_constraints = [
(_check_duration, 'Error!\nThe start date of a fiscal year must precede its end date.', ['date_start','date_stop'])
]
@api.multi
def create_period3(self):
return self.create_period(3)
@api.multi
def create_period1(self):
return self.create_period(1)
@api.multi
def create_period(self, interval=1):
period_obj = self.env['account.period']
for fy in self:
ds = datetime.strptime(fy.date_start, '%Y-%m-%d')
period_obj.create({
'name': "%s %s" % (_('Opening Period'), ds.strftime('%Y')),
'code': ds.strftime('00/%Y'),
'date_start': ds,
'date_stop': ds,
'special': True,
'fiscalyear_id': fy.id,
})
while ds.strftime('%Y-%m-%d') < fy.date_stop:
de = ds + relativedelta(months=interval, days=-1)
if de.strftime('%Y-%m-%d') > fy.date_stop:
de = datetime.strptime(fy.date_stop, '%Y-%m-%d')
period_obj.create({
'name': ds.strftime('%b-%Y'),
'code': ds.strftime('%m/%Y'),
'date_start': ds.strftime('%Y-%m-%d'),
'date_stop': de.strftime('%Y-%m-%d'),
'fiscalyear_id': fy.id,
})
ds = ds + relativedelta(months=interval)
return True
@api.model
def find(self, dt=None, exception=True):
res = self.finds(dt, exception)
return res and res[0] or False
@api.model
def finds(self, dt=None, exception=True):
context = self._context
if context is None: context = {}
if not dt:
dt = fields.date.context_today(self)
args = [('date_start', '<=' ,dt), ('date_stop', '>=', dt)]
if context.get('company_id', False):
company_id = context['company_id']
else:
company_id = self.env['res.users'].browse(self._uid).company_id.id
args.append(('company_id', '=', company_id))
objs = self.search(args)
if not objs:
if exception:
model, action_id = self.env['ir.model.data'].get_object_reference('account', 'action_account_fiscalyear')
msg = _('There is no period defined for this date: %s.\nPlease go to Configuration/Periods and configure a fiscal year.') % dt
raise odoo.exceptions.RedirectWarning(msg, action_id, _('Go to the configuration panel'))
else:
return []
ids = objs.ids
return ids
@api.model
def name_search(self, name, args=None, operator='ilike', limit=100):
if args is None:
args = []
if operator in expression.NEGATIVE_TERM_OPERATORS:
domain = [('code', operator, name), ('name', operator, name)]
else:
domain = ['|', ('code', operator, name), ('name', operator, name)]
objs = self.search(expression.AND([domain, args]), limit=limit)
return objs.name_get()
|
991,372 | f96dee8db7d6e1cfc0ded654c7f1c6df483472c7 | """ https://leetcode.com/problems/reconstruct-original-digits-from-english/
The order of digits is the key to solve problem.
Go through the digits in order, and remove the letters from the string.
"""
from header import *
class Solution:
def originalDigits(self, s: str) -> str:
mp = [('zero', 'z', 0),
('two', 'w', 2),
('six', 'x', 6),
('four', 'u', 4),
('one', 'o', 1),
('eight', 'g', 8),
('five', 'f', 5),
('nine', 'i', 9),
('seven', 's', 7),
('three', 'r', 3)]
cnt = Counter(s)
ans = [0]*10
for d, c, n in mp:
ans[n] += cnt[c]
cnt -= Counter(d*cnt[c])
return ''.join([str(i)*c for i, c in enumerate(ans) if c!=0]) |
991,373 | 1ce14ae1c9f5fc7b43a719b5d7bf5da7bb30be9e | ##Dylan Rodriguez
## TCMG 412
## Project 3 -- Python Stuff
## This uses Python 3
import urllib.request
import os.path
from os import path
import re
from collections import Counter
url = "https://s3.amazonaws.com/tcmg476/http_access_log"
#Regular expression used to parse the log file -- breaks the line into groups
regex = re.compile(".*\[([^:]*):(.*) \-[0-9]{4}\] \"([A-Z]+) (.+?)( HTTP.*\"|\") ([2-5]0[0-9]) .*")
print("Checking to see if log already exists:")
if not path.exists('log'):
print("Log did not exist, downloading from: ")
print(url)
urllib.request.urlretrieve(url, 'log')
print("Done downloading")
else:
print("Log existed, skipping download.\n")
file = open('log', 'r')
logfile =[]
#array to hold
broken_line =[]
#Loop through the file, place each line into logfile array
for line in file:
logfile.append(line)
code_4xx = 0
code_3xx = 0
file_requests = []
#Loop throough logfile array, break each line using regex
for element in logfile:
pieces = re.split(regex, element)
#Look at the 3rd item in pieces, add that item to file_requests array
try:
file_requests.append(pieces[4])
if pieces[6].startswith('3'):
code_3xx+=1
if pieces[6].startswith('4'):
code_4xx+=1
except IndexError:
pass
continue
total_count = 0
for item in logfile:
total_count+=1
print("***** Total 4xx respones *****")
print(code_4xx)
percent_4xx = (code_4xx/total_count) * 100
print(round(percent_4xx,2))
print("***** Total 4xx respones *****\n")
print("***** Total 3xx respones *****")
print(code_3xx)
percent_3xx = (code_3xx / total_count) * 100
print(round(percent_3xx,2))
print("***** Total 3xx respones *****")
#Count most requested file
Counter = Counter(file_requests)
most_freq = Counter.most_common(1)
print(most_freq)
#print(pieces)
#print(file_requests)
##Total Count
total_count = 0
for item in logfile:
total_count+=1
print("Total line count= \n")
print(total_count)
##Calculate percentages of 3xx codes -- ROUND to 2 decimals
##Calculate percentages of 4xx codes -- ROUND to 2 decimals
##Count per day - week - month
##Percentage not successful -- 4xx codes
##Percentage redirected else -- 3xx codes
##Most requested file
##Least requested file
|
991,374 | 9bb4b3a3ca5137ebf8320a5d34158a33713b84d7 | """Application Framework classes to handle RGB images
"""
from rgbLib import *
|
991,375 | 8e4cec50d50eb0da92cecd78eecad4be92c22ced | import os
from os.path import basename
os.environ['CUDA_VISIBLE_DEVICES'] = ''
from keras.models import load_model
import matplotlib.pyplot as plt
from skimage import io
import numpy as np
from skimage.color import gray2rgb, label2rgb
from skimage.io import imsave
from datetime import datetime
from functions import your_loss
import glob
from scipy.misc import imread
#from skimage.io import imread
import glob
import re
import time
import random
from datetime import datetime
labels = 4
channels = 1
size = 56
inner_size = 36
ysize = 36
batch_size = 254
def output_to_colors(result, x):
zeros = np.zeros((rows,cols,4))
#zeros[:,:,:-1]=gray2rgb(x.copy())
#zeros = gray2rgb(x.copy())
#output = result.argmax(axis=-1)
zeros[output==2]=[0,0,1]
return zeros
def chunks(l, n):
"""Yield successive n-sized chunks from l."""
for i in range(0, len(l), n):
yield l[i:i + n]
def get_tiles(img, inner_size, overlap):
img_padded = np.pad(img, ((overlap,overlap), (overlap,overlap)), mode='reflect')
xs = []
for i in xrange(0, img.shape[0], inner_size):
for j in xrange(0, img.shape[1], inner_size):
#print(i-overlap+overlap,i+inner_size+overlap+overlap,j-overlap+overlap, j+inner_size+overlap+overlap)
img_overlapped = img_padded[i:i+inner_size+overlap+overlap,j:j+inner_size+overlap+overlap]
xs.append(img_overlapped)
return xs
def natural_sort(l):
convert = lambda text: int(text) if text.isdigit() else text.lower()
alphanum_key = lambda key: [ convert(c) for c in re.split('([0-9]+)', key) ]
return sorted(l, key = alphanum_key)
models = sorted(natural_sort(glob.glob('models/*')), key=lambda name: int(re.search(r'\d+', name).group()), reverse=True)[0:1]
print(models)
tick = datetime.now()
for model_n in models:
model = load_model(model_n, custom_objects={'your_loss': your_loss})
print("Loaded :%s", model_n)
files_all = glob.glob('temp_cropped/*')
#files_all = glob.glob('cleaned/raw/*.png')
#files_all = glob.glob('images/single_frames/*.png')
#files_all = glob.glob('images/all_grey/15_jpgs/*.jpg')
#files_all = random.sample(files_all)
#files_all = glob.glob('cleaned/penta/*')
#files = files+files+files# + files[-4:-1]
#print(files)
file_chunks = chunks(files_all, batch_size)
for idx, files in enumerate(file_chunks):
file_names = [basename(path) for path in files]
#print(file_names)
imgs = np.array([np.pad(imread(fl, mode='L'), (8,8), mode='reflect').astype(float)/255 for fl in files])
#import pdb; pdb.set_trace()
tiles = np.array([get_tiles(img, 36, 10) for img in imgs])
#print(file_chunks)
#print("Processing: %s"%(fl))
#print("Imgs shape: %s", tiles.shape)
#Create input tensor
xs = tiles.reshape(imgs.shape[0]*len(tiles[0]),size,size,channels)
#print(np.unique(xs[0]))
start_time = time.time()
# Predict output
ys = model.predict(xs)
print("---- %s seconds for size: %d ----"%(time.time()-start_time, xs.shape[0]))
ys = ys.reshape(imgs.shape[0],len(tiles[0]), ysize, ysize, labels)
# Stitch it together
for ix,y in enumerate(ys):
#imgcount = 0
count= 0
img = imgs[ix]
tile_output = np.zeros((img.shape[0],img.shape[1],4))
zeros = np.zeros((img.shape[0],img.shape[1],4))
for i in xrange(0, img.shape[0], inner_size):
for j in xrange(0, img.shape[1], inner_size):
zeros[i:i+inner_size,j:j+inner_size] = y[count]
count += 1
for i in range(img.shape[0]):
for j in range(img.shape[1]):
output = tile_output[i,j]
zeros[i,j,np.argmax(output)] = 1
#count += 1
#import pdb; pdb.set_trace()
zeros[:,:,3]=1
#color = output_to_colors(zeros, img)
#colors = [output_to_colors(y, imgs[i]) for i,y in enumerate(ys)]
#colors = [label2rgb(y.argmax(axis=-1), image=imgs[i], colors=[(1,0,0), (0,1,0), (0,0,1), (0,0,0)], alpha=0.9, bg_label=3) for i,y in enumerate(ys)]
#[plt.imsave('plots/%s_%s'%(model_n, file_names[i]), zeros) for i,zeros in enumerate(colors)]
#print(file_names)
plt.imsave('plots/results/%s.png'%(file_names[ix]), zeros)
print "total processing done in: "+str((datetime.now()-tick).total_seconds())
|
991,376 | fea6c00133f7cee1d29806575660c595bc628f19 | import matplotlib.pyplot as plt
import numpy as np
from random import random
import matplotlib
from skimage.filters import threshold_otsu
from skimage.color import rgb2gray
import skimage.morphology as m
def FindPixel(img): #find foreground pixel image
for i in range(img.shape[0]):
for j in range(img.shape[1]):
if img[i][j] > 0:
img2 = np.zeros((img.shape[0], img.shape[1]))
img2[i][j] = img[i][j]
return img2
return np.zeros(1)
def connectedExtraction (img, imgE):
SE = m.square(3)
imgO = np.logical_and(m.dilation(imgE, SE), img)
imgTemp = np.ones(1)
while(not (imgO==imgTemp).all()): #check for change in subsequent iterations
imgTemp = np.logical_and(m.dilation(imgO, SE), img)
imgO = np.logical_and(m.dilation(imgTemp, SE), img)
return imgO
def ExtractAndLabelComponents(img):
components = []
imgP = FindPixel(img)
while imgP.shape[0] != 1: #extract each component
components.append(connectedExtraction(img, imgP))
img = np.bitwise_xor(img,components[len(components)-1])
imgP = FindPixel(img)
for i in range(len(components)): #label
components[i] = np.multiply(components[i], i+1)
return components
colors = [(0,0,0)] #generate colour mapping
for i in range(255):
if i%25==0 and i >= 50:
colors.append((i/255,random(),random()))
for i in range(255):
if i%25==0 and i >= 50:
colors.append((random(),i/255,random()))
for i in range(255):
if i%25==0 and i >= 50:
colors.append((random(),random(),i/255))
new_map = matplotlib.colors.LinearSegmentedColormap.from_list('new_map', colors, N=27)
img4 = rgb2gray(plt.imread('imgs/coins.png'))
SE = m.disk(25)
img41 = m.dilation(img4, SE)
thresh4 = threshold_otsu(img41)
binary4 = img41 < thresh4
c4 = ExtractAndLabelComponents(binary4)
l4 = c4[0]
for i in range(len(c4)-1):
l4 += c4[i+1]
print("Coin amount is: ", len(c4))
plt.gray()
plt.imsave("output/4.png", l4, cmap=new_map)
fig, axs = plt.subplots(1,2,figsize=(9,5))
[axi.set_axis_off() for axi in axs.ravel()]
axs[0] = fig.add_subplot(1,2,1)
axs[0].set_title("Original")
axs[0].imshow(img4)
plt.axis('off')
axs[1] = fig.add_subplot(1,2,2)
axs[1].set_title("Coloured and Seperated")
axs[1].imshow(l4, cmap = new_map)
plt.axis('off')
fig.savefig("output/4Comparison.jpg")
|
991,377 | d69b447eb28fea1b3565fd138ef70b7c523297ba | from django.shortcuts import render
from django import views
from django.http import HttpResponse
# Create your views here.
class Home(views.View):
def get(self, request):
return HttpResponse('This is the home page with a GET request <h1> this is the greatest </h1>')
|
991,378 | fc0697e35593d14e8bb771ec88f37aefc8b39209 | from django.shortcuts import render
def board(request):
if request.method == "GET":
return render(request, 'index.html') |
991,379 | e31a6eaa6e72e48fe3b76c4bb4e9b6ac9b1cbbfa | # Escribe un programa que lea una cadena y devuelva un diccionario con la cantidad de apariciones de cada carácter en la cadena.
dict = {}
cadena = input("Dame una cadena:")
for caracter in cadena:
if caracter in dict:
dict[caracter]+=1
else:
dict[caracter]=1
for campo,valor in dict.items():
print (campo,"->",valor) |
991,380 | 9df37dd72e55b3b533bb619bc9a4bb7e66aa5495 | #!/usr/bin/python
import serial, time
#initialization and open the port
#possible timeout values:
# 1. None: wait forever, block call
# 2. 0: non-blocking mode, return immediately
# 3. x, x is bigger than 0, float allowed, timeout block call
ser = serial.Serial()
#ser.port = "/dev/ttyUSB0"
ser.port = "/dev/ttyUSB0"
#ser.port = "/dev/ttyS2"
ser.baudrate = 57600
ser.bytesize = serial.EIGHTBITS #number of bits per bytes
ser.parity = serial.PARITY_NONE #set parity check: no parity
ser.stopbits = serial.STOPBITS_ONE #number of stop bits
ser.timeout = None #block read
#ser.timeout = 1 #non-block read
#ser.timeout = 2 #timeout block read
ser.xonxoff = False #disable software flow control
ser.rtscts = False #disable hardware (RTS/CTS) flow control
ser.dsrdtr = False #disable hardware (DSR/DTR) flow control
ser.writeTimeout = 2 #timeout for write
try:
ser.open()
except Exception, e:
print "error open serial port: " + str(e)
exit()
fileObj = open("energy.csv", 'a')
tagList = ["time","tmpr","sensor","id","type", "watts", "focus"]
title = ""
for tn in tagList:
title += tn + ","
titleStr = title[:-1] + "\n"
print titleStr
#fileObj.write(titleStr)
if ser.isOpen():
try:
ser.flushInput() #flush input buffer, discarding all its contents
ser.flushOutput()#flush output buffer, aborting current output
#and discard all that is in buffer
numOfLines = 0
while True:
response = ser.readline()
readstr = ""+response
# print readstr
n = 0
tagLen = 0
tagTally = 0
dictOfTags = {} #Make a tag dictionary
dictOfData = {} #Make a data dictionary
for ti in tagList:
dictOfData[ti] = " "
while n < len(readstr):
# get start of tag in readstr
if readstr[n] == "<":
tagStart = n
# get length of tagName
if readstr[n] == ">":
tagLen = n - tagStart
# Trim <> from tagName
tagName = readstr[tagStart+1:-(len(readstr)-n)]
# Register current string position '>' with tagName
dictOfTags[tagName] = n
# Is this a closing tag?
if tagName[0] == "/":
# mark end of data substring
dataEnd = tagStart
# recall start point of data substring
# and remove '/' from tagName
dataStart = dictOfTags[tagName[1:]]+1;
dataStr = readstr[dataStart:-(len(readstr)-dataEnd)]
if dataStr[0] == "<":
break
dictOfData[tagName[1:]] = dataStr
print dataStr
n+=1
record = ""
for tn in tagList:
# if dictOfData[tn] == " ":
# continue
record += dictOfData[tn] + ","
recordStr = record[:-1] + "\n" # lose final comma
print recordStr
fileObj.write(recordStr)
numOfLines += 1
#print "\n";
if (numOfLines >= 30):
break
ser.close()
fileObj.close()
# print "Name of the file: ", fileObj.name
print "Closed or not : ", fileObj.closed
# print "Opening mode : ", fileObj.mode
# print "Softspace flag : ", fileObj.softspace
except Exception, e1:
print "error communicating...: " + str(e1)
else:
print "cannot open serial port "
|
991,381 | 2fe99e90d14917c493bb1efaa074ca5dcd9ebe40 | # Jacob Wahl
# 2/8/21
# Problem 1.8 - Wrtie an algorithm such that if an element in an MxN matrix is 0, its entire row and column are set to 0.
# -> list[list[int]]
def zeroMatrix(matrix: list[list[int]]) -> list[list[int]]:
# Not in-place
'''
new_matrix = [[-1 for y in range(len(matrix[x]))]
for x in range(len(matrix))]
i = 0
while i < len(matrix):
j = 0
while j < len(matrix):
if matrix[i][j] == 0:
new_matrix = zeroize(i, j, new_matrix)
elif new_matrix[i][j] != 0:
new_matrix[i][j] = matrix[i][j]
j += 1
i += 1
return new_matrix
'''
# In-place
rows = set()
cols = set()
i = 0
while i < len(matrix):
j = 0
while j < len(matrix):
if matrix[i][j] == 0:
rows.add(i)
cols.add(j)
j += 1
i += 1
return zeroize(rows, cols, matrix)
def zeroize(row: set or int, col: set or int, matrix: list[list[int]]) -> list[list[int]]:
if isinstance(row, set) and isinstance(col, set):
for i in row:
idx = 0
while(idx < len(matrix[i])):
matrix[i][idx] = 0
idx += 1
for i in col:
idx = 0
while(idx < len(matrix)):
matrix[idx][i] = 0
idx += 1
else:
idx = 0
while(idx < len(matrix[row])):
matrix[row][idx] = 0
idx += 1
idx = 0
while(idx < len(matrix)):
matrix[idx][col] = 0
idx += 1
return matrix
test_case = [[-1, -1, -1, -1],
[-1, -1, -1, -1],
[-1, -1, -1, -1],
[-1, -1, -1, -1]]
'''
test_case = [[-1, -1, -1],
[-1, -1, -1],
[-1, -1, -1]]
'''
test_case = zeroMatrix(test_case)
for i in test_case:
print(i)
|
991,382 | 91aab731235f6802cf666a8503daf4567c26aadb | from trade_tariff_reference.documents.tasks import generate_fta_document
from trade_tariff_reference.documents.utils import update_document_status
from trade_tariff_reference.schedule.models import DocumentStatus
def generate_document(agreement):
update_document_status(agreement, DocumentStatus.GENERATING)
generate_fta_document.delay(agreement.slug)
def get_initial_quotas(agreement, lst=False):
return {
'origin_quotas': get_initial_origin_quotas(agreement, lst=lst),
'licensed_quotas': get_initial_licensed_quotas(agreement, lst=lst),
'scope_quotas': get_initial_scope_quotas(agreement, lst=lst),
'staging_quotas': get_initial_staging_quotas(agreement, lst=lst)
}
def get_initial_origin_quotas(agreement, lst=False):
quotas = [quota.origin_quota_string for quota in agreement.origin_quotas]
if lst:
return quotas
return '\r\n'.join(quotas)
def get_initial_licensed_quotas(agreement, lst=False):
quotas = [quota.licensed_quota_string for quota in agreement.licensed_quotas]
if lst:
return quotas
return '\r\n'.join(quotas)
def get_initial_scope_quotas(agreement, lst=False):
quotas = [quota.scope_quota_string for quota in agreement.scope_quotas]
if lst:
return quotas
return '\r\n'.join(quotas)
def get_initial_staging_quotas(agreement, lst=False):
quotas = [quota.staging_quota_string for quota in agreement.staging_quotas]
if lst:
return quotas
return '\r\n'.join(quotas)
|
991,383 | 080262a299ee72f4c18ac103e7dbe0bb94ed1089 | import numpy as np
np.random.seed(2019)
np.set_printoptions(precision = 3)
x = np.random.laplace(loc=10, scale=3, size = 1000)
x[:10]
hist, bin_edges = np.histogram(x)
hist
bin_edges
# Lo que np.histogram hace para crear los intervalos
min_edge = min(x)
max_edge = x.max()
n_bins = 10
bin_edges = np.linspace(start=min_edge, stop=max_edge, num=n_bins+1, endpoint = True)
bin_edges
####
np.bincount() # Cuenta las frecuencias absolutas de números enteros (creo, porque no le veo sentido al vector que devuelve)
|
991,384 | 6323af2b6111865885b15102a9bac7a225602753 | from modelo.album import Album
from modelo.cancion import Cancion
from modelo.declarative_base import session, engine, Base
from modelo.interprete import Interprete
class Coleccion():
def __init__(self):
Base.metadata.create_all(engine)
def darAlbumes(self):
albumes = session.query(Album).all()
return albumes
def darCancionesDeAlbum(self, album_id):
canciones = session.query(Cancion).filter(Cancion.albumes.any(Album.id.in_([album_id]))).all()
return canciones
def darCanciones(self):
canciones = session.query(Cancion).all()
return canciones
def darInterpretes(self):
interpretes = session.query(Interprete).all()
return interpretes
def buscarAlbumesPorTitulo(self, album_titulo):
albumes = session.query(Album).filter(Album.titulo.ilike(album_titulo)).all()
return albumes
def buscarCancionesPorTitulo(self, cancion_titulo):
canciones = session.query(Cancion).filter(Cancion.titulo.ilike(cancion_titulo)).all()
return canciones
def buscarCancionesPorInterprete(self, nombre):
canciones = session.query(Cancion).filter(Cancion.interpretes.any(Interprete.nombre.ilike(nombre))).all()
return canciones
def agregarAlbum(self, titulo, anio, descripcion, medio):
try:
album = Album(titulo=titulo, ano=anio, descripcion=descripcion, medio=medio)
session.add(album)
session.commit()
return True
except:
return False
def agregarCancion(self, titulo, minutos, segundos, compositor, album_id, interpretes_id):
busqueda = session.query(Cancion).filter(Cancion.albumes.any(Album.id.in_([album_id])),
Cancion.titulo == titulo).all()
if len(busqueda) == 0:
album = session.query(Album).filter(Album.id == album_id).all()[0]
interpretesCancion = []
for item in interpretes_id:
interprete = session.query(Interprete).filter(Interprete.id == item).all()[0]
interpretesCancion.append(interprete)
nuevaCancion = Cancion(titulo=titulo, minutos=minutos, segundos=segundos, compositor=compositor,
albumes=[album], interpretes=interpretesCancion)
session.add(nuevaCancion)
session.commit()
return True
else:
return False
def agregarInterprete(self, nombre):
interprete = session.query(Interprete).filter(Interprete.nombre == nombre).all()
if len(interprete) == 0:
nuevoInterprete = Interprete(nombre=nombre)
session.add(nuevoInterprete)
session.commit()
return True
else:
return False
def eliminarAlbum(self, album_id):
try:
album = session.query(Album).filter(Album.id == album_id).all()[0]
session.delete(album)
session.commit()
return True
except:
return False
def eliminarCancion(self, cancion_id, album_id):
try:
cancion = session.query(Cancion).filter(Cancion.id == cancion_id).all()[0]
album = session.query(Album).filter(Album.id == album_id).all()[0]
if len(cancion.albumes) == 1:
session.delete(cancion)
elif len(cancion.albumes) > 1:
album.canciones.remove(cancion)
session.commit()
return True
except:
return False
def eliminarInterprete(self, interprete_id):
interprete = session.query(Interprete).filter(Interprete.id == interprete_id).all()
if len(interprete) > 0:
if interprete[0].cancion is None:
session.delete(interprete[0])
session.commit()
return True
else:
return False
else:
return False
def editarAlbum(self, album_id, titulo, anio, descripcion, medio):
try:
album = session.query(Album).filter(Album.id == album_id).all()[0]
if titulo:
album.titulo = titulo
if anio:
album.ano = anio
if descripcion:
album.descripcion = descripcion
if medio:
album.medio = medio
session.commit()
return True
except:
return False
def editarCancion(self, cancion_id, titulo, minutos, segundos, compositor, album_id, interpretes_id):
busqueda = session.query(Cancion).filter(Cancion.albumes.any(Album.id.in_([album_id])),
Cancion.titulo == titulo, Cancion.id != cancion_id).all()
if len(busqueda) == 0:
cancion = session.query(Cancion).filter(Cancion.id == cancion_id).all()[0]
cancion.titulo = titulo
cancion.minutos = minutos
cancion.segundos = segundos
cancion.compositor = compositor
interpretesCancion = []
for item in interpretes_id:
interprete = session.query(Interprete).filter(Interprete.id == item).all()[0]
interpretesCancion.append(interprete)
cancion.interpretes = interpretesCancion
session.commit()
return True
else:
return False
def editarInterprete(self, interprete_id, nombre):
busqueda = session.query(Interprete).filter(Interprete.id != interprete_id, Interprete.nombre == nombre).all()
if len(busqueda) == 0:
interprete = session.query(Interprete).filter(Interprete.id == interprete_id).all()[0]
interprete.nombre = nombre
session.commit()
return True
else:
return False
|
991,385 | 8cbfcb3c98b516f16328b10ad5eea08e3de76df3 | from wtforms import Form, SubmitField, BooleanField, TextField, SelectField, \
PasswordField, IntegerField, FieldList, FormField, HiddenField, TextAreaField, validators
from rfk.database.streaming import Relay
class RelayForm(Form):
address = TextField('Address', [validators.Required()])
port = TextField('Port', [validators.Required()])
bandwidth = TextField('Bandwidth in kbps', [validators.Required()])
admin_username = TextField('Admin Username', [validators.Required()])
admin_password = TextField('Admin Password', [validators.Required()])
auth_username = TextField('Auth Username', [validators.Required()])
auth_password = TextField('Auth Password', [validators.Required()])
relay_username = TextField('Relay Username', [validators.Required()])
relay_password = TextField('Relay Password', [validators.Required()])
type = SelectField('Type', coerce=int, choices=Relay.TYPE.tuples())
def new_relay(rform):
return RelayForm(rform)
|
991,386 | ccc4966742583eb606745195a5c2566b1222074e | """
You are given a m x n 2D grid initialized with these three possible values.
-1 - A wall or an obstacle.
0 - A gate.
INF - Infinity means an empty room. We use the value 231 - 1 = 2147483647 to represent INF as you may assume that the distance to a gate is less than 2147483647.
Fill each empty room with the distance to its nearest gate. If it is impossible to reach a gate, it should be filled with INF.
For example, given the 2D grid:
INF -1 0 INF
INF INF INF -1
INF -1 INF -1
0 -1 INF INF
After running your function, the 2D grid should be:
3 -1 0 1
2 2 1 -1
1 -1 2 -1
0 -1 3 4
"""
'''
Created on Feb 6, 2017
@author: fanxueyi
'''
class Solution(object):
def wallsAndGates(self, rooms):
"""
:type rooms: List[List[int]]
:rtype: void Do not return anything, modify rooms in-place instead.
"""
if not rooms:
return
nrow = len(rooms)
ncol = len(rooms[0])
queue = []
for c in range(ncol):
for r in range(nrow):
if rooms[r][c] == 0:
queue.append([(r,c),0])
self.bfs(rooms, queue)
return(rooms)
def bfs(self, rooms, queue):
nrow = len(rooms)
ncol = len(rooms[0])
visited = []
while queue:
[pos, depth] = queue.pop(0)
i,j = pos
"""
#using this strategy is TEL
visited.append((i,j))
rooms[i][j] = min(rooms[i][j], depth)
if i > 0:
#print(i-1, j)
if rooms[i-1][j] != -1 and rooms[i-1][j] != 0 and ((i-1,j) not in visited) and ((i-1,j) not in [q[0] for q in queue]):
queue.append([(i-1,j),depth+1])
if j > 0:
#print(i, j-1)
if rooms[i][j-1] != -1 and rooms[i][j-1] != 0 and ((i,j-1) not in visited) and ((i,j-1) not in [q[0] for q in queue]):
queue.append([(i,j-1), depth+1])
if i < nrow-1:
#print(i+1, j)
if rooms[i+1][j] != -1 and rooms[i+1][j] != 0 and ((i+1,j) not in visited) and ((i+1,j) not in [q[0] for q in queue]):
queue.append([(i+1,j), depth+1])
if j < ncol-1:
#print(i, j+1)
if rooms[i][j+1] != -1 and rooms[i][j+1] != 0 and ((i,j+1) not in visited) and ((i,j+1) not in [q[0] for q in queue]):
queue.append([(i,j+1), depth+1])
"""
if i > 0:
if rooms[i-1][j] > depth+1:
rooms[i-1][j] = depth+1
queue.append([(i-1,j),depth+1])
if j > 0:
if rooms[i][j-1] > depth+1:
rooms[i][j-1] = depth+1
queue.append([(i,j-1), depth+1])
if i < nrow-1:
if rooms[i+1][j] > depth+1:
rooms[i+1][j] = depth+1
queue.append([(i+1,j), depth+1])
if j < ncol-1:
if rooms[i][j+1] > depth+1:
rooms[i][j+1] = depth+1
queue.append([(i,j+1), depth+1])
s = Solution()
print(s.wallsAndGates([[0,2147483647,2147483647,0,-1,-1,0,0,0,-1,-1,0,2147483647,2147483647],[2147483647,-1,2147483647,-1,2147483647,0,-1,2147483647,-1,2147483647,2147483647,-1,-1,2147483647],[0,0,-1,2147483647,-1,2147483647,-1,-1,2147483647,0,0,2147483647,0,2147483647],[-1,0,2147483647,-1,0,0,-1,2147483647,0,2147483647,0,-1,0,-1]]))
|
991,387 | 416eacbf58b7faa44c69c6ae88aba485775b76a8 | from rest_framework import serializers
from exam.models import ExamSession
class ExamSessionAPISerializer(serializers.ModelSerializer):
def create(self, validated_data):
user = ExamSession.objects.create(start=validated_data['start'], finish=validated_data['finish'],
stream=validated_data['stream'], major=validated_data['major'],
start_button=False)
return user
class Meta:
model = ExamSession
fields = [
'pk',
'start',
'finish',
'stream',
'major',
'start_button'
]
class ExamSessionStudentAPISerializer(serializers.ModelSerializer):
class Meta:
model = ExamSession
fields = [
'pk',
'start',
'finish',
'stream',
'start_button'
]
class ExamSessionSerializer(serializers.ModelSerializer):
def update(self, instance, validated_data):
instance.start = validated_data.get('start', instance.start)
instance.finish = validated_data.get('finish', instance.finish)
instance.stream = validated_data.get('stream', instance.stream)
instance.start_button = validated_data.get('start_button', instance.stream)
instance.save()
return instance
class Meta:
model = ExamSession
fields = [
'pk',
'start',
'finish',
'stream',
'start_button'
]
class ExamSessionTeacherSerializer(serializers.ModelSerializer):
def update(self, instance, validated_data):
instance.start = validated_data.get('start', instance.start)
instance.finish = validated_data.get('finish', instance.finish)
instance.stream = validated_data.get('stream', instance.stream)
instance.major = validated_data.get('major', instance.major)
instance.start_button = validated_data.get('start_button', instance.major)
instance.save()
return instance
class Meta:
model = ExamSession
fields = [
'pk',
'start',
'finish',
'stream',
'major',
'start_button'
]
|
991,388 | 2cfbc7a454c1c923bf8a555f036bb376940a42c7 | from standardweb import db, app
from standardweb.models import ForumCategory, ForumTopic, ForumPost
def migrate_post_topic_counts():
for category in ForumCategory.query.all():
for forum in category.forums:
post_count = 0
forum.topic_count = ForumTopic.query.filter_by(deleted=False, forum=forum).count()
for topic in forum.topics:
topic.post_count = ForumPost.query.filter_by(deleted=False, topic=topic).count()
topic.save(commit=False)
post_count += topic.post_count
for post in topic.posts:
post.body = post.body.replace('[size ', '[size=')
post.save(commit=False)
forum.post_count = post_count
forum.save(commit=False)
db.session.commit()
print 'Done post and topic counts'
def main():
try:
migrate_post_topic_counts()
except:
db.session.rollback()
raise
else:
db.session.commit()
print 'Done!'
if __name__ == '__main__':
with app.test_request_context():
app.config.from_object('settings')
main()
|
991,389 | c4436f4bf290c0c21275206d9e4dde9dd9819a4e | import cv2
import numpy as np
from matplotlib import pyplot as plt
img = cv2.imread('ex.png')
kernel = np.ones((5, 5), np.uint8)
gray = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)
blurred = cv2.GaussianBlur(gray, (5, 5), 0)
erosion = cv2.erode(blurred, kernel, iterations=2)
#cv2.imshow("Image", erosion)
#cv2.waitKey(0)
imagen = erosion
#Crear un kernel de '1' de 3x3
kernel = np.ones((3, 3), np.uint8)
#Se aplica la transformacion: Morphological Gradient
transformacion = cv2.dilate(imagen, kernel, iterations=1) - cv2.erode(imagen, kernel, iterations=1)
'''
Mostrar el resultado y salir
cv2.imshow('resultado', transformacion)
cv2.waitKey(0)
cv2.destroyAllWindows()
'''
edges = cv2.Canny(transformacion, 90, 90)
plt.subplot(121), plt.imshow(transformacion, cmap='gray')
plt.title('Original Image'), plt.xticks([]), plt.yticks([])
plt.subplot(122), plt.imshow(edges, cmap='gray')
plt.title('Edge Image'), plt.xticks([]), plt.yticks([])
plt.show()
|
991,390 | 6a6d12806425206c959ddebb74f4d93d5dfba2ef | '''
PYTHON SERIAL DEBUGGING CODE
HOW TO USE:
1. run script in terminal with the -i flag and with a comport number as argument (python -i main.py)
e.g. 'python -i main.py 3'
2. to continuously print recieved data, type read()
3. python will now print all received data to the console
4. to stop reading, use a keyboard interrupt (CTRL+C)
5. the connection to the arduino will close automatically
6. flash a new version of your C code and start again at step 2, no need to stop python
7. ???
8. profit
'''
import serial
import sys
if len(sys.argv) == 1:
raise Exception('\n\nNo arguments given for comport. Read main.py for more information.')
BAUD = 9600
timeout = 2
port = 'COM{}'.format(sys.argv[1])
def read(bytes_nr=1):
with serial.Serial(port, BAUD, timeout=timeout) as ser:
while True:
data_hex = ser.read(bytes_nr).hex()
data_nr = str(data_hex)
if data_nr == '':
data_nr = '0'
data_nr = int(data_nr, 16)
print('0x{} - {}'.format(data_hex, data_nr))
|
991,391 | 5be8585cf7bef75ebc88d583c948ba6d74aa49ed | # Generated by Django 3.0.2 on 2020-01-14 02:05
from django.db import migrations, models
class Migration(migrations.Migration):
dependencies = [
('occasions', '0002_assembly_address'),
('whereabouts', '0003_address'),
]
operations = [
migrations.AddField(
model_name='address',
name='assemblies',
field=models.ManyToManyField(through='occasions.AssemblyAddress', to='occasions.Assembly'),
),
]
|
991,392 | 19f6e01ef5a0566fb91c672995c0458b7443645e | import random
# Read and understand the docstrings of all of the functions in detail.
def make_deck(num):
'''(int)->list of int
Returns a list of integers representing the strange deck with num ranks.
>>> deck=make_deck(13)
>>> deck
[101, 201, 301, 401, 102, 202, 302, 402, 103, 203, 303, 403, 104, 204, 304, 404, 105, 205, 305, 405, 106, 206, 306, 406, 107, 207, 307, 407, 108, 208, 308, 408, 109, 209, 309, 409, 110, 210, 310, 410, 111, 211, 311, 411, 112, 212, 312, 412, 113, 213, 313, 413]
>>> deck=make_deck(4)
>>> deck
[101, 201, 301, 401, 102, 202, 302, 402, 103, 203, 303, 403, 104, 204, 304, 404]
'''
l=[]
for i in range(1,num+1):
l=l+[100+i,200+i,300+i,400+i]
return l
def shuffle_deck(deck):
'''(list of int)->None
Shuffles the given list of strings representing the playing deck
Here you should use random.shuffle function from random module.
Since shufflling is random, exceptionally in this function
your output does not need to match that show in examples below:
>>> deck=[101, 201, 301, 401, 102, 202, 302, 402, 103, 203, 303, 403, 104, 204, 304, 404]
>>> shuffle_deck(deck)
>>> deck
[102, 101, 302, 104, 304, 103, 301, 403, 401, 404, 203, 204, 303, 202, 402, 201]
>>> shuffle_deck(deck)
>>> deck
[402, 302, 303, 102, 104, 103, 203, 301, 401, 403, 204, 101, 304, 201, 404, 202]
'''
random.shuffle(deck)
def deal_cards_start(deck):
'''(list of int)-> list of int
Returns a list representing the player's starting hand.
It is obtained by dealing the first 7 cards from the top of the deck.
Precondition: len(deck)>=7
'''
dealt_cards=[]
for i in range(len(deck)-1,len(deck)-8,-1):
dealt_cards.append(deck[i])
deck.remove(deck[i])
return dealt_cards
def deal_new_cards(deck, player, num):
'''(list of int, list of int, int)-> None
Given the remaining deck, current player's hand and an integer num,
the function deals num cards to the player from the top of the deck.
If len(deck)<num then len(deck) cards is dealt, in particular
all the remaining cards from the deck are dealt.
Precondition: 1<=num<=6 deck and player are disjoint subsets of the strange deck.
>>> deck=[201, 303, 210, 407, 213, 313]
>>> player=[302, 304, 404]
>>> deal_new_cards(deck, player, 4)
>>> player
[302, 304, 404, 313, 213, 407, 210]
>>> deck
[201, 303]
>>>
>>> deck=[201, 303]
>>> player=[302, 304, 404]
>>> deal_new_cards(deck, player, 4)
>>> player
[302, 304, 404, 303, 201]
>>> deck
[]
'''
if 1<=num<=6:
for i in range(len(deck)-1,len(deck)-(num+1),-1):
player.append(deck[i])
deck.remove(deck[i])
def print_deck_twice(hand):
'''(list)->None
Prints elements of a given list deck in two useful ways.
First way: sorted by suit and then rank.
Second way: sorted by rank.
Precondition: hand is a subset of the strange deck.
Your function should not change the order of elements in list hand.
You should first make a copy of the list and then call sorting functions/methods.
Example run:
>>> a=[311, 409, 305, 104, 301, 204, 101, 306, 313, 202, 303, 410, 401, 105, 407, 408]
>>> print_deck_twice(a)
101 104 105 202 204 301 303 305 306 311 313 401 407 408 409 410
101 301 401 202 303 104 204 105 305 306 407 408 409 410 311 313
>>> a
[311, 409, 305, 104, 301, 204, 101, 306, 313, 202, 303, 410, 401, 105, 407, 408]
'''
l1=[]
l1=l1+hand
l1.sort()
for num in l1:
print(num,end=' ')
print('\n')
l2=[]
for i in range(14):
for num in l1:
if num%100==i:
l2.append(num)
for num in l2:
print (num,end=' ')
print()
def is_valid(cards, player):
'''(list of int, list of int)->bool
Function returns True if every card in cards is the player's hand.
Otherwise it prints an error message and then returns False,
as illustrated in the followinng example runs.
Precondition: cards and player are subsets of the strange deck.
>>> is_valid([210,310],[201, 201, 210, 302, 311])
310 not in your hand. Invalid input
False
>>> is_valid([210,310],[201, 201, 210, 302, 310, 401])
True
'''
for number in cards:
if number not in player:
print (number, ' not in your hand. Invalid input')
return False
return True
def is_discardable_kind(cards):
'''(list of int)->True
Function returns True if cards form 2-, 3- or 4- of a kind of the strange deck.
Otherwise it returns False. If there is not enough cards for a meld it also prints a message about it,
as illustrated in the followinng example runs.
Precondition: cards is a subset of the strange deck.
In this function you CANNOT use strings except in calls to print function.
In particular, you cannot convert elements of cards to strings.
>>> is_discardable_kind([207, 107, 407])
True
>>> is_discardable_kind([207, 107, 405, 305])
False
>>> is_discardable_kind([207])
Invalid input. Discardable set needs to have at least 2 cards.
False
'''
x=1
if len(cards)<2:
print("Invalid input. Discardable set needs to have at least 2 cards.")
return False
else:
for i in range(len(cards)-1):
if (cards[i]%100)==(cards[i+1]%100):
x=x+1
else:
x=1
if x==2:
return True
if x<2:
return False
def is_discardable_seq(cards):
'''(list of int)->True
Function returns True if cards form progression of the strange deck.
Otherwise it prints an error message and then returns False,
as illustrated in the followinng example runs.
Precondition: cards is a subset of the strange deck.
In this function you CANNOT use strings except in calls to print function.
In particular, you cannot conver elements of cards to strings.
>>> is_discardable_seq([313, 311, 312])
True
>>> is_discardable_seq([311, 312, 313, 414])
Invalid sequence. Cards are not of same suit.
False
>>> is_discardable_seq([311,312,313,316])
Invalid sequence. While the cards are of the same suit the ranks are not consecutive integers.
False
>>> is_discardable_seq([201, 202])
Invalid sequence. Discardable sequence needs to have at least 3 cards.
False
>>> is_discardable_seq([])
Invalid sequence. Discardable sequence needs to have at least 3 cards.
False
'''
l=[]
l=l+cards
l.sort()
x=1
if len(cards)<3:
print('Invalid sequence. Discardable sequence needs to have at least 3 cards.')
return False
for i in range(len(l)-1):
if l[i]//100 != l[i+1]//100:
print('Invalid sequence. Cards are not of same suit.')
return False
for i in range(len(l)-1):
if l[i]%100==(l[i+1]%100)-1:
x=x+1
else:
print("Invalid sequence. While the cards are of the same suit the ranks are not consecutive integers.")
return False
x=1
if x==len(l):
return True
def rolled_one_round(player):
'''(list of int)->None
This function plays the part when the player rolls 1
Precondition: player is a subset of the strange deck
>>> #example 1:
>>> rolled_one_round(player)
Discard any card of your choosing.
Which card would you like to discard? 103
103
No such card in your hand. Try again.
Which card would you like to discard? 102
Here is your new hand printed in two ways:
201 212 311
201 311 212
'''
flag=True
print('Discard any card of your choosing.')
while flag==True:
card_discarded=int(input('which card would you like to discard'))
if card_discarded in player:
player.remove(card_discarded)
flag=False
else:
print('No such card in your hand. Try again.')
print('\nHere is your new hand printed in two ways:\n')
print_deck_twice(player)
def rolled_nonone_round(player):
'''(list of int)->None
This function plays the part when the player rolls 2, 3, 4, 5, or 6.
Precondition: player is a subset of the strange deck
>>> #example 1:
>>> player=[401, 102, 403, 104, 203]
>>> rolled_nonone_round(player)
Yes or no, do you have a sequences of three or more cards of the same suit or two or more of a kind? yes
Which 3+ sequence or 2+ of a kind would you like to discard? Type in cards separated by space: 102 103 104
103 not in your hand. Invalid input
Yes or no, do you have a sequences of three or more cards of the same suit or two or more of a kind? yes
Which 3+ sequence or 2+ of a kind would you like to discard? Type in cards separated by space: 403 203
Here is your new hand printed in two ways:
102 104 401
401 102 104
Yes or no, do you have a sequences of three or more cards of the same suit or two or more of a kind? no
>>> #example 2:
>>> player=[211, 412, 411, 103, 413]
>>> rolled_nonone_round(player)
Yes or no, do you have a sequences of three or more cards of the same suit or two or more of a kind? yes
Which 3+ sequence or 2+ of a kind would you like to discard? Type in cards separated by space: 411 412 413
Here is your new hand printed in two ways:
103 211
103 211
Yes or no, do you have a sequences of three or more cards of the same suit or two or more of a kind? no
>>> #example 3:
>>> player=[211, 412, 411, 103, 413]
>>> rolled_nonone_round(player)
Yes or no, do you have a sequences of three or more cards of the same suit or two or more of a kind? yes
Which 3+ sequence or 2+ of a kind would you like to discard? Type in cards separated by space: 411 412
Invalid sequence. Discardable sequence needs to have at least 3 cards.
>>> #example 4:
>>> player=[401, 102, 403, 104, 203]
>>> rolled_nonone_round(player)
Yes or no, do you have a sequences of three or more cards of the same suit or two or more of a kind? alsj
Yes or no, do you have a sequences of three or more cards of the same suit or two or more of a kind? hlakj
Yes or no, do you have a sequences of three or more cards of the same suit or two or more of a kind? 22 33
Yes or no, do you have a sequences of three or more cards of the same suit or two or more of a kind? no
'''
flag=True
melds=[]
while flag:
melds=[]
question=input("Yes or no, do you have a sequence of three or more cards of the same suit or two or more of a kind? ")
question=(question.strip()).lower()
if question=='no':
flag=False
elif question == 'yes':
cards= input('Which 3+ sequence or 2+ of a kind would you like to discard? Type in cards separated by space:' )
cards= (cards.strip()).split()
for num in cards:
melds.append(int(num))
print(melds)
if is_valid(melds, player):
if is_discardable_kind(melds) or is_discardable_seq(melds):
for num in melds:
player.remove(num)
print('\nHere is your new hand printed in two ways:\n')
print_deck_twice(player)
flag=True
else:
melds=[]
flag=True
else:
cards=[]
melds=[]
flag=True
else:
flag=True
# main
print("Welcome to Single Player Rummy with Dice and strange deck.\n")
size_change=input("The standard deck has 52 cards: 13 ranks times 4 suits.\nWould you like to change the number of cards by changing the number of ranks? ").strip().lower()
# YOUR CODE GOES HERE and in all of the above functions instead of keyword pass
if size_change=='yes':
number_of_cards=input('Enter a number between 3 and 99, for the numbers of ranks: ').strip()
hand=make_deck(int(number_of_cards))
print('You are playing with a deck of ', int(number_of_cards)*4, ' cards')
else:
hand=make_deck(13)
print('You are playing with a deck of 52 cards')
shuffle_deck(hand)
player=deal_cards_start(hand)
print ('Here is your starting hand printed in two ways: \n')
print_deck_twice(player)
i=1
flag=True
while flag:
print('Welcome to round ', i,'.')
print('Please roll the dice.')
dice=random.randint(1,6)
if len(hand)<=dice:
if 2<=dice<=6:
print('You rolled the dice and it shows:',dice,' \nSince your rolled, ' ,dice , 'the following',dice ,' or', len(hand), ' (if the deck has less than n 3 cards will be added to your hand from the top of the deck.)')
deal_new_cards(hand, player, len(hand))
print ('Here is your starting hand printed in two ways: \n')
print_deck_twice(player)
rolled_nonone_round(player)
print('Round ',i ,' completed.')
i=i+1
print('Welcome to round ', i,'. \nThe game is in empty deck phase.')
for x in range(0,len(player)):
rolled_one_round(player)
print('Round ',i+x,' completed')
x=x+1
print('Congratulations, you completed the game in',(i+x)-1,' rounds.')
flag=False
else:
print('You rolled the dice and it shows:',dice)
rolled_one_round(player)
print('Round ',i ,' completed.')
i=i+1
print('Welcome to round ', i,'. \nThe game is in empty deck phase.')
rolled_nonone_round(player)
for x in range(0,len(player)+1):
rolled_one_round(player)
print('Round ',i+x,' completed')
x=x+1
print('Congratulations, you completed the game in',(i+x)-1,' rounds.')
flag=False
else:
if 2<=dice<=6:
print('You rolled the dice and it shows:',dice, ' \nSince your rolled, ' ,dice ,'the following',dice ,' or', len(hand), ' (if the deck has less than n 3 cards will be added to your hand from the top of the deck.)')
deal_new_cards(hand, player, dice)
print ('Here is your starting hand printed in two ways: \n')
print_deck_twice(player)
rolled_nonone_round(player)
print('Round ',i ,' completed.')
i=i+1
else:
print('You rolled the dice and it shows:',dice)
rolled_one_round(player)
print('Round ',i ,' completed.')
i=i+1
|
991,393 | 54bf3d0ebcc1fa0f13c6ee5079bc1533a571bc29 | __author__ = 'wdolowicz'
def test_add_group(app, xlsx_groups):
group = xlsx_groups
old_list = app.group.get_group_list(app.main_window)
app.group.add_new_group(app.main_window, group)
new_list = app.group.get_group_list(app.main_window)
old_list.append(group.name)
assert sorted(old_list) == sorted(new_list)
|
991,394 | bc2797c8a35dff6ac9ca202bef68ee68152623c7 | from numpy import absolute, where
from scipy.spatial.distance import correlation
from .ALMOST_ZERO import ALMOST_ZERO
def compute_correlation_distance_between_2_1d_arrays(_1d_array_0, _1d_array_1):
correlation_distance = correlation(_1d_array_0, _1d_array_1)
return where(absolute(correlation_distance) < ALMOST_ZERO, 0, correlation_distance)
|
991,395 | 2897778bb879464cf29b7190a2fac3468ffb0bf7 | API_KEY="675cbcc8a79998079a4605a19ccdca44"
|
991,396 | 73af06f39b5bea34eb5376cd2bc184ff625390f2 | #!/usr/bin/env python
# encoding: utf-8
"""
This is the bootstrap that installs required code at runtime
and runs the tool for the job.
The bootstrap is also responsible for communicating with the
slave daemon on the host (this is assumed to be running in
a virtual machine guest).
"""
from __future__ import absolute_import
from pprint import pprint
from requests.auth import HTTPBasicAuth
import base64
import imp
import json
import logging
import marshal
import os
import pip
import pip.req
import re
import requests
import select
import shutil
import site
import socket
import struct
import subprocess
import sys
import tarfile
import threading
import time
import traceback
class FriendlyJSONEncoder(json.JSONEncoder):
"""Encode json data correctly. Created in order to handle
ObjectId instances correctly.
"""
def default(self, o):
# I don't want to have to import bson here, since that's installed
# via a top-level requirements.txt with pymongo. We'll just check the
# class name instead (HACK).
#
# also see the note in HostComms.send_msg
if o.__class__.__name__ == "ObjectId":
return str(o)
else:
return super(self.__class__, self).default(o)
ORIG_ARGS = sys.argv
# clear out any existing handlers
logging.getLogger().handlers = []
logging.getLogger("urllib3").setLevel(logging.WARN)
logging.getLogger("pip").setLevel(logging.WARN)
DEV = len(sys.argv) > 1 and sys.argv[1] == "dev"
log_file = os.path.join(os.path.dirname(__file__), __file__.split(".")[0] + ".log")
if DEV:
logging.basicConfig(level=logging.DEBUG)
else:
logging.basicConfig(filename=log_file, level=logging.DEBUG)
logging.getLogger("requests").setLevel(logging.CRITICAL)
stream_handler = logging.StreamHandler(sys.stdout)
stream_handler.setLevel(logging.DEBUG)
formatter = logging.Formatter('%(name)s:%(levelname)s: %(message)s')
stream_handler.setFormatter(formatter)
logging.getLogger().addHandler(stream_handler)
class LogAccumulator(logging.Handler):
def __init__(self):
super(self.__class__, self).__init__()
self.records = []
def emit(self, record):
self.records.append(record)
def get_records(self):
formatter = logging.Formatter('%(asctime)s %(levelname)s:%(name)s:%(message)s')
res = []
for record in self.records:
res.append(formatter.format(record))
return res
class HostComms(threading.Thread):
"""Communications class to communicate with the host.
"""
def __init__(self, recv_callback, job_id, job_idx, tool, dev=False):
"""Create the HostComms instance.
:param function recv_callback: A callback to call when new messages are received.
:param str job_id: The id of the current job.
:param int job_idx: The index into the current job.
:param str tool: The name of the tool to run.
:param bool dev: If this class should run in dev mode.
"""
super(HostComms, self).__init__()
self._log = logging.getLogger("HostComms")
self._dev = dev
# spin until we have a real ip address
while True:
self._my_ip = socket.gethostbyname(socket.gethostname())
if self._my_ip.startswith("127.0"):
p = subprocess.Popen(["ifconfig", "eth0"], stdout=subprocess.PIPE, stderr=subprocess.STDOUT)
stdout, stderr = p.communicate()
for line in stdout.split("\n"):
if "inet addr:" in line:
match = re.match(r'^\s*inet addr:(\d+\.\d+\.\d+\.\d+).*$', line)
self._my_ip = match.group(1)
break
if not self._my_ip.startswith("192.168.123."):
self._log.debug("We don't have an ip address yet (currently '{}')".format(self._my_ip))
time.sleep(0.2)
continue
break
self._log.debug("We have an ip! {}".format(self._my_ip))
self._host_ip = self._my_ip.rsplit(".", 1)[0] + ".1"
self._host_port = 55555
self._job_id = job_id
self._job_idx = job_idx
self._tool = tool
self._running = threading.Event()
self._running.clear()
self._connected = threading.Event()
self._connected.clear()
self._send_recv_lock = threading.Lock()
self._recv_callback = recv_callback
self._sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)
def run(self):
"""Run the host comms in a new thread.
:returns: None
"""
self._log.info("Running")
self._running.set()
if not self._dev:
self._sock.connect((self._host_ip, self._host_port))
self._connected.set()
# select on the socket until we're told not to run anymore
while self._running.is_set():
if not self._dev:
reads, _, _ = select.select([self._sock], [], [], 0.1)
if len(reads) > 0:
data = ""
with self._send_recv_lock:
while True:
recvd = self._sock.recv(0x1000)
if len(recvd) == 0:
break
data += recvd
self._recv_callback(data)
time.sleep(0.1)
self._log.info("Finished")
def stop(self):
"""Stop the host comms from running
"""
self._log.info("Stopping")
self._running.clear()
def send_msg(self, type, data):
"""Send a message to the host.
:param str type: The type of message to send
:param dict data: The data to send to the host
:returns: None
"""
data = json.dumps(
{
"job": self._job_id,
"idx": self._job_idx,
"tool": self._tool,
"type": type,
"data": data
},
# use this so that users don't run into errors with ObjectIds not being
# able to be encodable. If using bson.json_util.dumps was strictly used
# everywhere, could just use that dumps method, but it's not, and I'd rather
# keep it simple for now
cls=FriendlyJSONEncoder
)
self._connected.wait(2 ** 31)
data_len = struct.pack(">L", len(data))
if not self._dev:
try:
with self._send_recv_lock:
self._sock.send(data_len + data)
except:
# yes, just silently fail I think???
pass
class TalusCodeImporter(object):
"""This class will dynamically import tools and components from the
talus git repository.
This class *should* conform to "pep-302":https://www.python.org/dev/peps/pep-0302/
"""
def __init__(self, loc, username, password, parent_log=None):
"""Create a new talus code importer that will fetch code from the specified
``location``, using ``username`` and ``password``.
:param str loc: The repo location (e.g. ``https://....`` or ``ssh://...``)
:param str username: The username to fetch the code with
:param str password: The password to fetch the code with
"""
if parent_log is None:
parent_log = logging.getLogger("BOOT")
self._log = parent_log.getChild("importer")
self.loc = loc
self.pypi_loc = loc.replace("/code_cache", "/pypi/")
if self.loc.endswith("/"):
self.loc = self.loc[:-1]
self.username = username
self.password = password
self._code_dir = os.path.join(os.path.abspath(os.path.dirname(__file__)), "TALUS_CODE")
if not os.path.exists(self._code_dir):
os.makedirs(self._code_dir)
sys.path.insert(0, self._code_dir)
self._pypi_dir = os.path.join(os.path.abspath(os.path.dirname(__file__)), "TALUS_PYPI")
if not os.path.exists(self._pypi_dir):
os.makedirs(self._pypi_dir)
os.makedirs(os.path.join(self._pypi_dir, "simple"))
# since we will be installing code via "pip install --user ...", make
# sure the user site is on our path
if not os.path.exists(site.USER_SITE):
os.makedirs(site.USER_SITE)
sys.path.insert(0, site.USER_SITE)
self.cache = {}
dir_check = lambda x: x.endswith("/")
self.cache["git"] = {"__items__": set(["talus/"]), "talus/": {"__items__": set()}}
# this will add lib to the cache
# these are python packages that are stored in git (and aren't cachable in our
# own pypi)
package_items = self._git_show("talus/packages")["items"]
self.cache["packages"] = dict(map(lambda x: (x.replace("/", ""), True), filter(dir_check, package_items)))
pypi_items = self._git_show("talus/pypi/simple")["items"]
self.cache["pypi"] = dict(map(lambda x: (x.replace("/", ""), True), filter(dir_check, pypi_items)))
def find_module(self, abs_name, path=None):
"""Normally, a finder object would return a loader that can load the module.
In our case, we're going to be sneaky and just download the files and return
``None`` and let the normal sys.path-type loading take place.
This method is cleaner and less error prone
:param str abs_name: The absolute name of the module to be imported
"""
package_name = abs_name.split(".")[0]
last_name = abs_name.split(".")[-1]
if last_name in sys.modules:
return None
try:
# means it can already be imported, no work to be done here
imp.find_module(abs_name)
# THIS IS IMPORTANT, YES WE WANT TO RETURN NONE!!!
# THIS IS IMPORTANT, YES WE WANT TO RETURN NONE!!!
# THIS IS IMPORTANT, YES WE WANT TO RETURN NONE!!!
# THIS IS IMPORTANT, YES WE WANT TO RETURN NONE!!!
# see the comment in the docstring
return None
except ImportError as e:
pass
if package_name == "talus" and self._module_in_git(abs_name):
self.download_module(abs_name)
# THIS IS IMPORTANT, YES WE WANT TO RETURN NONE!!!
# THIS IS IMPORTANT, YES WE WANT TO RETURN NONE!!!
# THIS IS IMPORTANT, YES WE WANT TO RETURN NONE!!!
# THIS IS IMPORTANT, YES WE WANT TO RETURN NONE!!!
# see the comment in the docstring
return None
if package_name in self.cache["packages"] and package_name not in sys.modules:
self.install_package_from_talus(package_name)
return None
# we NEED to have the 2nd check here or else it will keep downloading
# the same package over and over
if package_name in self.cache["pypi"] and package_name not in sys.modules:
self.install_cached_package(package_name)
return None
# THIS IS IMPORTANT, YES WE WANT TO RETURN NONE!!!
# THIS IS IMPORTANT, YES WE WANT TO RETURN NONE!!!
# THIS IS IMPORTANT, YES WE WANT TO RETURN NONE!!!
# THIS IS IMPORTANT, YES WE WANT TO RETURN NONE!!!
# see the comment in the docstring
return None
def download_module(self, abs_name):
"""Download the module found at ``abs_name`` from the talus git repository
:param str abs_name: The absolute module name of the module to be downloaded
"""
self._log.info("Downloading module {}".format(abs_name))
path = abs_name.replace(".", "/")
filepath = path + ".py"
info = self._git_show(path)
if info is None:
info_test = self._git_show(path + ".py")
if info_test is None:
raise ImportError(abs_name)
info = info_test
self._download(path, info=info)
return None
def install_cached_package(self, package_name):
"""Install the python package from our cached pypi.
:param str package_name: The name of the python package to install
:returns: None
"""
self._log.info("Installing package {!r} from talus pypi".format(package_name))
pinfo = self.cache["pypi"][package_name]
pypi_hostname = re.match(r'^.*://([^/]+)/.*$', self.pypi_loc).group(1)
try:
self._run_pip_main([
"install",
"--user",
"--trusted-host", pypi_hostname,
"-i", self.pypi_loc,
package_name
])
except SystemExit as e:
raise Exception("Is SystemExit expected?")
def install_package_from_talus(self, package_name):
"""Install the package in talus/packages
"""
self._log.info(
"Installing package {!r} from talus_code/talus/packages".format(package_name)
)
info = self._git_show("talus/packages/{}".format(package_name))
# should handle .tar.gz files if available
self._download("talus/packages/{}".format(package_name))
full_path = os.path.join(
self._code_dir,
"talus",
"packages",
package_name
)
pypi_hostname = re.match(r'^.*://([^/]+)/.*$', self.pypi_loc).group(1)
try:
self._run_pip_main([
"install",
"--user",
"--upgrade",
# point pip at the talus pypi in case the package has a
# requirements.txt
"--trusted-host", pypi_hostname,
"-i", self.pypi_loc,
full_path
])
except SystemExit as e:
# TODO
raise Exception("Is SystemExit normal?")
def _download_file(self, path, info=None):
"""Download the specified resource at ``path``, optionally using the
already-fetched ``info`` (result of ``self._git_show(path)``).
:param str path: The relative path using '/' separators inside the talus_code repository
:param dict info: The result of ``self._git_show(path)`` (default=``None``)
:returns: None
"""
self._log.debug("Downloading file {!r}".format(path))
if info is None:
info = self._git_show(path)
# info *SHOULD* be a basestring
if not isinstance(info, basestring):
raise Exception("{!r} was not a file! (info was {!r})".format(
path,
info
))
dest_path = os.path.join(self._code_dir, path.replace("/", os.path.sep))
self._save_file(dest_path, info)
def _save_file(self, file_path, data):
"""Save the single file from git
:param str file_path: The path to save the data to
:param str data: The data for the file at ``file_path``
:returns: None
"""
self._ensure_directory(os.path.dirname(file_path))
with open(file_path, "wb") as f:
f.write(data)
def _ensure_directory(self, dirname):
"""Make sure the directory exists.
:param str dirname: The directory to ensure
:returns: None
"""
if not os.path.exists(dirname):
os.makedirs(dirname)
def _download_folder(self, path, info=None, install_requirements=True):
"""Download the folder specified by ``path``, possibly using already-fetched
``info`` (result of ``self._git_show(path)``), optionally installing the
requirements.txt that may exist inside of the downloaded folder.
If the specified path is in one of the main subdirectories (see ``_is_in_main_subdir``),
the .tar.gz of the directory will be downloaded and extracted, if it exists.
:param str path: The relative path in the talus_code repository. Uses '/' for separators
:param dict info: Result of ``self._git_show(path)`` (default=``None``)
:param bool install_requirements: Whether requirements.txt should be installed (if it exists).
(default=True)
"""
self._log.debug("Downloading directory {!r}".format(path))
if info is None:
info = self._git_show(path)
# check for compressed version of the folder
tar_gz_name = os.path.basename(path) + ".tar.gz"
parent_info = self._git_show(os.path.dirname(path))
if parent_info is None:
parent_info = {"items":[]}
if self._is_in_main_subdir(path) and tar_gz_name in parent_info["items"]:
self._log.debug("Found compressed version of main subdir {!r}".format(
path
))
self._download_compressed_dir(path + ".tar.gz")
# download like normal
else:
# only recursively download tools/components/packages/lib folders/subdirectories
recurse = self._is_in_main_subdir(path, descendant=True)
for item in info["items"]:
if item.endswith("/") and not recurse:
continue
item_path = path + "/" + item
# don't just download all of the .tar.gz's in main subdirectories!
if item_path.endswith(".tar.gz") and self._is_in_main_subdir(item_path):
continue
self._download(item_path)
# install requirements.txt if requested
if install_requirements and "requirements.txt" in info["items"]:
self.install_requirements(path + "/requirements.txt")
def install_requirements(self, rel_path):
"""Install the requirements.txt located at ``rel_path``. Note that
the path is a relative path using ``/`` separators.
:param str rel_path: The relative path inside of ``self._code_dir``
:returns: None
"""
self._log.debug("Installing requirements {}".format(rel_path))
rel_path = rel_path.replace("/", os.path.sep)
full_path = os.path.join(self._code_dir, rel_path)
with open(full_path, "rb") as f:
data = f.read()
# this takes a fair amount of time sometimes, so if there's an
# empty requirements.txt file, skip installing it
actual_req_count = 0
for line in data.split("\n"):
line = line.strip()
if line == "" or line.startswith("#"):
continue
actual_req_count += 1
if actual_req_count == 0:
self._log.debug("Empty requirements.txt, skipping")
return
try:
threading.local().indentation = 0
pypi_hostname = re.match(r'^.*://([^/]+)/.*$', self.pypi_loc).group(1)
self._run_pip_main([
"install",
"--user",
"--trusted-host", pypi_hostname,
"-i", self.pypi_loc,
"-r", full_path
])
# this is expected - pip.main will *always* exit
except SystemExit as e:
# TODO
raise Exception("Is SystemExit normal?")
threading.local().indentation = 0
def _is_in_main_subdir(self, path, descendant=False):
"""Return ``True`` or ``False`` if the specified path is in one of the
main subdirectories of the talus codebase. I.e. if it is a subfolder of
or a file in one the following directories:
* talus/tools
* talus/components
* talus/packages
* talus/lib
:param str path: The path to check
:param bool descendant: If the path can be a several levels deep inside
a main subdirectory.
:returns: bool
"""
base_regex = r'^(talus\/(tools|packages|components|lib))/'
# anything inside that directory
if descendant:
regex = base_regex + ".*"
# strictly must be an immediate child of one of the
# main subdirectories
else:
regex = base_regex + r'[^/]*$'
main_subdir_match = re.match(regex, path)
return main_subdir_match is not None
def _download(self, path, info=None):
"""Download the specified ``path``, possibly using an already-
fetched ``info`` (result of ``self._git_show(path)``), optionally
recursively downloading the folder.
:param str path: The relative path in the talus_code repository. Uses '/' for separators
:param dict info: Result of ``self._git_show(path)`` (default=``None``)
:returns: None
"""
if info is None:
info = self._git_show(path)
if info is None:
raise Exception("Error! could not get information from code cache about {!r}".format(path))
# it's a directory that we're downloading
if isinstance(info, dict):
self._download_folder(path, info=info)
# it's a single file that we're downloading
elif isinstance(info, basestring):
self._download_file(path, info=info)
else:
raise Exception("Unknown resource info: {!r}".format(info))
def _download_compressed_dir(self, tar_gz_path):
"""Download/make available/install the compressed directory. This also includes
installing the requirements.txt if it exists.
:param str dest: The path to where the tar file (and extracted contents) should be saved
:param str tar_gz_name: The path to download from code cache
:returns: None
"""
self._log.debug("Downloading compressed directory at {!r}".format(tar_gz_path))
tar_gz = self._git_show(tar_gz_path)
dest_tar_path = os.path.join(self._code_dir, tar_gz_path.replace("/", os.path.sep))
self._ensure_directory(os.path.dirname(dest_tar_path))
self._save_file(dest_tar_path, tar_gz)
self._extract(dest_tar_path)
def _extract(self, file_path):
"""
Extracts the .tar.gz file at the specified abs_name
:param file_path: path to file
:return: None
"""
self._log.debug("Extracting file {!r}".format(
os.path.basename(file_path)
))
tar = tarfile.open(file_path, "r:gz")
tar.extractall(os.path.dirname(file_path))
tar.close()
def _run_pip_main(self, pip_args):
proc = subprocess.Popen(["pip"] + pip_args)
proc.communicate()
def _git_show(self, path, ref="HEAD"):
"""Return the json object returned from the /code_cache on the web server
:str param path: The talus-code-relative path to get information about (file or directory)
:str param ref: The reference with which to lookup the code (can be a branch, commit, etc)
"""
res = requests.get(
"/".join([self.loc, ref, path]),
auth=HTTPBasicAuth(self.username, self.password)
)
if res.status_code // 100 != 2:
return None
if res.headers['Content-Type'] == 'application/json':
res = json.loads(res.content)
# cache existence info about all directories shown!
if path != "talus/pypi/simple" and res["type"] == "listing":
self._add_to_cache(path, items=res["items"])
else:
res = res.content
return res
def _add_to_cache(self, path, items=None):
cache = root = self.cache["git"]
parts = path.split("/")
for part in parts:
cache = cache.setdefault(part + "/", {"__items__": set()})
for item in items:
cache["__items__"].add(item)
def _module_in_git(self, modname):
parts = modname.split(".")
cache = self.cache["git"]
for part in parts[:-1]:
items = cache["__items__"]
if part + "/" not in items:
return False
cache = cache[part + "/"]
last_part = parts[-1]
items = cache["__items__"]
# e.g. talus.fileset
if last_part + ".py" in items:
return True
# e.g. talus.tools
if last_part + "/" in items:
return True
return False
class TalusBootstrap(object):
"""The main class that will bootstrap the job and get things running
"""
def __init__(self, config_path, dev=False):
"""
:param str config_path: The path to the config file containing json information about the job
"""
self._log = logging.getLogger("BOOT")
self._log_accumulator = LogAccumulator()
# add this to the root logger so it will capture EVERYTHING
logging.getLogger().addHandler(self._log_accumulator)
if not os.path.exists(config_path):
self._log.error("ERROR, config path {} not found!".format(config_path))
self._flush_logs()
exit(1)
with open(config_path, "r") as f:
self._config = json.loads(f.read())
self._job_id = self._config["id"]
self._idx = self._config["idx"]
self._tool = self._config["tool"]
self._params = self._config["params"]
self._fileset = self._config["fileset"]
self._db_host = self._config["db_host"]
self._debug = self._config["debug"]
self._num_progresses = 0
self.dev = dev
self._host_comms = HostComms(self._on_host_msg_received, self._job_id, self._idx, self._tool, dev=dev)
def _flush_logs(self):
logging.shutdown()
def sys_except_hook(self, type_, value, traceback):
formatted = traceback.format_exception(type_, value, traceback)
self._log.exception("There was an exception!")
self._log.error(formatted)
cleanup()
try:
self._host_comms.send_msg("error", {
"message": str(value),
"backtrace": formatted,
"logs": self._log_accumulator.get_records()
})
except:
pass
def run(self):
self._log.info("Running bootstrap")
start_time = time.time()
self._host_comms.start()
self._host_comms.send_msg("installing", {})
self._install_code_importer()
talus_mod = __import__("talus", globals(), locals(), fromlist=["job"])
fileset_mod = getattr(talus_mod, "fileset")
fileset_mod.set_connection(self._db_host)
job_mod = getattr(talus_mod, "job")
Job = getattr(job_mod, "Job")
try:
job = Job(
id=self._job_id,
idx=self._idx,
tool=self._tool,
params=self._params,
fileset_id=self._fileset,
progress_callback=self._on_progress,
results_callback=self._on_result,
)
self._log.info("Took {:.02f}s to start running job!".format(
time.time() - start_time
))
# should be a signal that things are about to start running
self._host_comms.send_msg("started", {})
job.run()
except Exception as e:
self._log.exception("Job had an error!")
formatted = traceback.format_exc()
self._host_comms.send_msg("error", {
"message": str(e),
"backtrace": formatted,
"logs": self._log_accumulator.get_records()
})
self._flush_logs()
# if the debug flag was set, then ALWAYS store the logs!
if self._debug:
self._host_comms.send_msg("logs", {
"message": "DEBUG LOGS",
"backtrace": "",
"logs": self._log_accumulator.get_records()
})
if self._num_progresses == 0:
self._log.info("Progress was never called, but job finished running, inc progress by 1")
self._on_progress(1)
self._host_comms.send_msg("finished", {})
self._host_comms.stop()
self._shutdown()
def _shutdown(self):
"""shutdown the vm"""
os_name = os.name.lower()
if os_name == "nt":
os.system("shutdown /t 0 /s /f")
else:
os.system("shutdown -h now")
def _on_host_msg_received(self, data):
"""Handle the data received from the host
:param str data: The raw data (probably in json format)
"""
self._log.info("Received a message from the host: {}".format(data))
data = json.loads(data)
def _on_progress(self, num):
"""Increment the progress count for this job by ``num``
:param int num: The number to increment the progress count of this job by
"""
self._num_progresses += num
self._log.info("Progress incrementing by {}".format(num))
self._host_comms.send_msg("progress", num)
def _on_result(self, result_type, result_data):
"""Append this to the results for this job
:param object result_data: Any python object to be stored with this job's results (str, dict, a number, etc)
"""
self._log.info("Sending result")
self._host_comms.send_msg("result", {"type": result_type, "data": result_data})
def _install_code_importer(self):
"""Install the sys.meta_path finder/loader to automatically load modules from
the talus git repo.
"""
self._log.info("Installing talus code importer")
code = self._config["code"]
self._code_importer = TalusCodeImporter(
code["loc"],
code["username"],
code["password"],
parent_log=self._log
)
sys.meta_path = [self._code_importer]
def main(dev=False):
config_path = os.path.join(os.path.dirname(__file__), "config.json")
bootstrap = TalusBootstrap(config_path, dev=dev)
bootstrap.run()
if __name__ == "__main__":
dev = False
if len(sys.argv) > 1 and sys.argv[1] == "dev":
dev = True
main(dev=dev)
|
991,397 | 92ac3abee26a3fc35f22bfdbf6e6531cdf7d4ca2 | #stampa i primi 6 multipli di n
def StampaMultipli(n):
i = 1
while i <= 6:
print (n*i, '\t')
i= i + 1 #perché?
print ()
StampaMultipli(6)
#generalizzazione 6*6
def TabellaMoltiplicazioneGenerica(Grandezza):
i = 1
while i <= Grandezza:
StampaMultipli(i)
i = i + 1
#generalizzazione7*7
def StampaMultipli(n, Grandezza):
i = 1
while i <= Grandezza:
print (n*i, '\t')
i = i + 1
print(n, '\t', Grandezza)
def TabellaMoltiplicazioneGenerica(Grandezza):
i = 1
while i <= Grandezza:
StampaMultipli(i, Grandezza)
i = i + 1
TabellaMoltiplicazioneGenerica(7)
|
991,398 | f95af2c6d99bb2cd827362f0266e24022a09f8a9 | from functools import wraps
def beg(target_function):
@wraps(target_function)
def wrapper(*args,**kwargs):
msg,say_please=target_function(*args,**kwargs)
if say_please:
return "{}{}".format(msg,'please ! I am poor:(')
return msg
return wrapper
@beg
def say(say_please=False):
msg='can you buy me a beer?'
return msg,say_please
print say()
print say(say_please=True) |
991,399 | 0ce2b98956ff98d7f5fe328170339a429baae9c4 | # coding=utf-8
# *** WARNING: this file was generated by pulumi. ***
# *** Do not edit by hand unless you're certain you know what you are doing! ***
import copy
import warnings
import pulumi
import pulumi.runtime
from typing import Any, Mapping, Optional, Sequence, Union, overload
from .. import _utilities
from . import outputs
__all__ = ['RoleManagementPolicyAssignmentArgs', 'RoleManagementPolicyAssignment']
@pulumi.input_type
class RoleManagementPolicyAssignmentArgs:
def __init__(__self__, *,
scope: pulumi.Input[str],
policy_id: Optional[pulumi.Input[str]] = None,
role_definition_id: Optional[pulumi.Input[str]] = None,
role_management_policy_assignment_name: Optional[pulumi.Input[str]] = None):
"""
The set of arguments for constructing a RoleManagementPolicyAssignment resource.
:param pulumi.Input[str] scope: The role management policy scope.
:param pulumi.Input[str] policy_id: The policy id role management policy assignment.
:param pulumi.Input[str] role_definition_id: The role definition of management policy assignment.
:param pulumi.Input[str] role_management_policy_assignment_name: The name of format {guid_guid} the role management policy assignment to upsert.
"""
pulumi.set(__self__, "scope", scope)
if policy_id is not None:
pulumi.set(__self__, "policy_id", policy_id)
if role_definition_id is not None:
pulumi.set(__self__, "role_definition_id", role_definition_id)
if role_management_policy_assignment_name is not None:
pulumi.set(__self__, "role_management_policy_assignment_name", role_management_policy_assignment_name)
@property
@pulumi.getter
def scope(self) -> pulumi.Input[str]:
"""
The role management policy scope.
"""
return pulumi.get(self, "scope")
@scope.setter
def scope(self, value: pulumi.Input[str]):
pulumi.set(self, "scope", value)
@property
@pulumi.getter(name="policyId")
def policy_id(self) -> Optional[pulumi.Input[str]]:
"""
The policy id role management policy assignment.
"""
return pulumi.get(self, "policy_id")
@policy_id.setter
def policy_id(self, value: Optional[pulumi.Input[str]]):
pulumi.set(self, "policy_id", value)
@property
@pulumi.getter(name="roleDefinitionId")
def role_definition_id(self) -> Optional[pulumi.Input[str]]:
"""
The role definition of management policy assignment.
"""
return pulumi.get(self, "role_definition_id")
@role_definition_id.setter
def role_definition_id(self, value: Optional[pulumi.Input[str]]):
pulumi.set(self, "role_definition_id", value)
@property
@pulumi.getter(name="roleManagementPolicyAssignmentName")
def role_management_policy_assignment_name(self) -> Optional[pulumi.Input[str]]:
"""
The name of format {guid_guid} the role management policy assignment to upsert.
"""
return pulumi.get(self, "role_management_policy_assignment_name")
@role_management_policy_assignment_name.setter
def role_management_policy_assignment_name(self, value: Optional[pulumi.Input[str]]):
pulumi.set(self, "role_management_policy_assignment_name", value)
class RoleManagementPolicyAssignment(pulumi.CustomResource):
@overload
def __init__(__self__,
resource_name: str,
opts: Optional[pulumi.ResourceOptions] = None,
policy_id: Optional[pulumi.Input[str]] = None,
role_definition_id: Optional[pulumi.Input[str]] = None,
role_management_policy_assignment_name: Optional[pulumi.Input[str]] = None,
scope: Optional[pulumi.Input[str]] = None,
__props__=None):
"""
Role management policy
Azure REST API version: 2020-10-01. Prior API version in Azure Native 1.x: 2020-10-01
:param str resource_name: The name of the resource.
:param pulumi.ResourceOptions opts: Options for the resource.
:param pulumi.Input[str] policy_id: The policy id role management policy assignment.
:param pulumi.Input[str] role_definition_id: The role definition of management policy assignment.
:param pulumi.Input[str] role_management_policy_assignment_name: The name of format {guid_guid} the role management policy assignment to upsert.
:param pulumi.Input[str] scope: The role management policy scope.
"""
...
@overload
def __init__(__self__,
resource_name: str,
args: RoleManagementPolicyAssignmentArgs,
opts: Optional[pulumi.ResourceOptions] = None):
"""
Role management policy
Azure REST API version: 2020-10-01. Prior API version in Azure Native 1.x: 2020-10-01
:param str resource_name: The name of the resource.
:param RoleManagementPolicyAssignmentArgs args: The arguments to use to populate this resource's properties.
:param pulumi.ResourceOptions opts: Options for the resource.
"""
...
def __init__(__self__, resource_name: str, *args, **kwargs):
resource_args, opts = _utilities.get_resource_args_opts(RoleManagementPolicyAssignmentArgs, pulumi.ResourceOptions, *args, **kwargs)
if resource_args is not None:
__self__._internal_init(resource_name, opts, **resource_args.__dict__)
else:
__self__._internal_init(resource_name, *args, **kwargs)
def _internal_init(__self__,
resource_name: str,
opts: Optional[pulumi.ResourceOptions] = None,
policy_id: Optional[pulumi.Input[str]] = None,
role_definition_id: Optional[pulumi.Input[str]] = None,
role_management_policy_assignment_name: Optional[pulumi.Input[str]] = None,
scope: Optional[pulumi.Input[str]] = None,
__props__=None):
opts = pulumi.ResourceOptions.merge(_utilities.get_resource_opts_defaults(), opts)
if not isinstance(opts, pulumi.ResourceOptions):
raise TypeError('Expected resource options to be a ResourceOptions instance')
if opts.id is None:
if __props__ is not None:
raise TypeError('__props__ is only valid when passed in combination with a valid opts.id to get an existing resource')
__props__ = RoleManagementPolicyAssignmentArgs.__new__(RoleManagementPolicyAssignmentArgs)
__props__.__dict__["policy_id"] = policy_id
__props__.__dict__["role_definition_id"] = role_definition_id
__props__.__dict__["role_management_policy_assignment_name"] = role_management_policy_assignment_name
if scope is None and not opts.urn:
raise TypeError("Missing required property 'scope'")
__props__.__dict__["scope"] = scope
__props__.__dict__["effective_rules"] = None
__props__.__dict__["name"] = None
__props__.__dict__["policy_assignment_properties"] = None
__props__.__dict__["type"] = None
alias_opts = pulumi.ResourceOptions(aliases=[pulumi.Alias(type_="azure-native:authorization/v20201001:RoleManagementPolicyAssignment"), pulumi.Alias(type_="azure-native:authorization/v20201001preview:RoleManagementPolicyAssignment")])
opts = pulumi.ResourceOptions.merge(opts, alias_opts)
super(RoleManagementPolicyAssignment, __self__).__init__(
'azure-native:authorization:RoleManagementPolicyAssignment',
resource_name,
__props__,
opts)
@staticmethod
def get(resource_name: str,
id: pulumi.Input[str],
opts: Optional[pulumi.ResourceOptions] = None) -> 'RoleManagementPolicyAssignment':
"""
Get an existing RoleManagementPolicyAssignment resource's state with the given name, id, and optional extra
properties used to qualify the lookup.
:param str resource_name: The unique name of the resulting resource.
:param pulumi.Input[str] id: The unique provider ID of the resource to lookup.
:param pulumi.ResourceOptions opts: Options for the resource.
"""
opts = pulumi.ResourceOptions.merge(opts, pulumi.ResourceOptions(id=id))
__props__ = RoleManagementPolicyAssignmentArgs.__new__(RoleManagementPolicyAssignmentArgs)
__props__.__dict__["effective_rules"] = None
__props__.__dict__["name"] = None
__props__.__dict__["policy_assignment_properties"] = None
__props__.__dict__["policy_id"] = None
__props__.__dict__["role_definition_id"] = None
__props__.__dict__["scope"] = None
__props__.__dict__["type"] = None
return RoleManagementPolicyAssignment(resource_name, opts=opts, __props__=__props__)
@property
@pulumi.getter(name="effectiveRules")
def effective_rules(self) -> pulumi.Output[Sequence[Any]]:
"""
The readonly computed rule applied to the policy.
"""
return pulumi.get(self, "effective_rules")
@property
@pulumi.getter
def name(self) -> pulumi.Output[str]:
"""
The role management policy name.
"""
return pulumi.get(self, "name")
@property
@pulumi.getter(name="policyAssignmentProperties")
def policy_assignment_properties(self) -> pulumi.Output['outputs.PolicyAssignmentPropertiesResponse']:
"""
Additional properties of scope, role definition and policy
"""
return pulumi.get(self, "policy_assignment_properties")
@property
@pulumi.getter(name="policyId")
def policy_id(self) -> pulumi.Output[Optional[str]]:
"""
The policy id role management policy assignment.
"""
return pulumi.get(self, "policy_id")
@property
@pulumi.getter(name="roleDefinitionId")
def role_definition_id(self) -> pulumi.Output[Optional[str]]:
"""
The role definition of management policy assignment.
"""
return pulumi.get(self, "role_definition_id")
@property
@pulumi.getter
def scope(self) -> pulumi.Output[Optional[str]]:
"""
The role management policy scope.
"""
return pulumi.get(self, "scope")
@property
@pulumi.getter
def type(self) -> pulumi.Output[str]:
"""
The role management policy type.
"""
return pulumi.get(self, "type")
|
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