def notifyKey(keyID, username, account, filename):
message = (
"\n\nThis is a IAM Access ID expiration notification for the following IAM Key Pair:"
+ "\n\nAccess ID: " + keyID + "\nIAM User: "******"\nAccount: " + account +
"\n\nThis key pair will be deleted in 3 Months." +
"\n\nYour new encrypted key pair can be found here: https://s3-us-west-2.amazonaws.com/"
+ keyBucket + "/" + filename +
"\n\nPlease make the necessary changes to your new key to prevent any downtime in production.\n\n"
)
recipents = getEmails(account, username)
if production:
sendEmail(recipents, '*****@*****.**',
'TEAM MESSAGE: KEY ROTATION NOTIFICATION', message, "plain")
if p2c and not production:
print("SEND TO: " + str(recipents) + "\nMESSAGE: " + message)
logging.info("ACCESS ID NOTIFICATION. Key: " + keyID + " for user: "******" in account: " + account +
" will be deleted in 3 months")
if p2c:
print("ACCESS ID NOTIFICATION. Key: " + keyID + " for user: "******" in account: " + account +
" will be deleted in 3 months")
def Main():
"""Compiles the Final Scheduler to be sent out via. Text Message"""
#Retrieves the Current Days Schedule
daySchedule = getSchedule()
#Prints Schedule
print "Todays Schedule Is: " + "\n" + daySchedule + "\n"
#Sends Email
sendEmail(daySchedule)
def notifyDelete(keyID, username, account):
message = (
"\n\nThis is a IAM Access ID deletion notification for the following IAM Key Pair:"
+ "\n\nAccess ID: " + keyID + "\nIAM User: "******"\nAccount: " + account + "\n\nThis key pair WAS DELETED on: " +
str(datetime.datetime.utcnow()) + "\n\n\n\n")
recipents = getEmails(account, username)
if production:
sendEmail(recipents, '*****@*****.**',
'TEAM MESSAGE: KEY DELETION NOTIFICATION', message, "plain")
def run(name):
while (1):
item = r.blpop('class_info')
print '%d接收到一个任务' % name
xh, password, email = item[1].split('|')
try:
Util(xh, password, email).run()
except Exception as e:
print e
sendEmail('*****@*****.**', htmlText=str(e))
print '%d完成到一个任务' % name
def notifyMissing(username, account):
message = (
"\n\nThe following user is missing a Public Key for Encryption or not in Whitelist:"
+ "\nIAM User: "******"\nAccount: " + account +
"\n\nEnsure key is imported using GPG on CRON Server, User is listed in IAM Account list, and/or their Public Key email is correctly present in IAM Account List.\n\n"
)
recipents = [notifyEmail]
if production:
sendEmail(recipents, '*****@*****.**',
'TEAM MESSAGE: MISSING INFORMATION FOR IAM USER', message,
"plain")
if p2c and not production:
print("SEND TO: " + str(recipents) + "\nMESSAGE: " + message)
for title, author in tqdm(books):
price, link = getBookPriceAbeBooks(title, author)
time.sleep(10)
prices.append([title, author, price, link])
browser.close()
prices.sort(key=lambda x: x[2])
return prices[:3]
def getInputBooks(inputFile):
file = open(inputFile)
books = []
for line in file.readlines():
title, author = line.strip().split("\t")
books.append([title, author])
return books
def displayTopThree(top_three):
for book in top_three:
print(book[0] + ": %.2f" % book[2])
books = getToRead()
top_three = getTopThree(books)
displayTopThree(top_three)
sendEmail(top_three)
for cutoff in range(0, 31):
cut = cutoff/float(100) # Cutoff in decimal form
y = y_pred > cut # If y values are greater than the cutoff
recall = metrics.recall_score(test_label, y)
# true_negative_rate = sum(np.logical_not(np.logical_or(test_label, y)))/float(len(y_pred))
filter_rate = sum(np.logical_not(y))/float(len(y_pred))
if recall*6.7+filter_rate > results[0]:
results[0] = recall*6.7+filter_rate
results[1] = metrics.roc_auc_score(test_label, y)
results[2] = recall
results[3] = filter_rate
results[4] = cut
results[5] = 127000*filter_rate -5200 -850000*(1-recall)
wr.writerow(results)
print 'done for the hour', j
print '--------------------------'
print 'done for the DAY', i
print '-------------------------------------'
print '-------------------------------------'
print '_______________________________________________________________________'
print '_______________________________________________________________________'
except:
pass
errorCounter += 1
print 'There was an error'
subjeto = 'Error on code... countOfError' + str(errorCounter)
sendEmail('*****@*****.**',subjeto,"XGBoost-trainHoursDaily.py encountered an error. :P")
#time.sleep(20) #sleep
sendEmail('*****@*****.**','Code Done2',"XGBoost-trainHoursDaily.py ended running in the local RIPS computer. :P")
filter_rate = sum(np.logical_not(preds))/float(len(preds))
savings = 127000*filter_rate -5200 -850000*(1-recall)
print '[day, hour, recall, filtering rate, savings ] '
#['Net_Savings', 'num_round', 'day_trained', 'day_predicted','hour_trainedAndTested']
timeSpentOnRound = time.time()-start
print '[i, j, recall, filter_rate, savings, timeSpentOnRound ]'
print [i, j, recall, filter_rate, savings, timeSpentOnRound ]
results = [eta1, eta2, eta3,savings, num_round,p0, p1,ph0, timeSpentOnRound]
print 'It took', time.time()-timeThen, 's TIME to get the metrics: recall filtering and so on.'
timeThen = time.time()
wr.writerow(results)
print 'done for the hour', j
print '--------------------------'
print 'done for the DAY', i
print '-------------------------------------'
print '-------------------------------------'
print '_______________________________________________________________________'
print '_______________________________________________________________________'
# except Exception as e:
# print e
# print 'ooops'
# #pass
# errorCounter += 1
# print 'There was an error, count ', errorCounter
# subjeto = 'Error on code... countOfError' + str(errorCounter)
# #sendEmail('*****@*****.**',subjeto,"XGBoost-trainHoursDaily.py encountered an error. :P")
#time.sleep(20) #sleep
sendEmail('*****@*****.**','Code Done2',"XGBoost-EnsemblewithFunctions.py ended running in the local RIPS computer. :P")
cut = cutoff/float(100) # Cutoff in decimal form
y = y_pred > cut # If y values are greater than the cutoff
recall = metrics.recall_score(test_label, y)
# true_negative_rate = sum(np.logical_not(np.logical_or(test_label, y)))/float(len(y_pred))
filter_rate = sum(np.logical_not(y))/float(len(y_pred))
if recall*6.7+filter_rate > results[0]:
results[0] = recall*6.7+filter_rate
results[1] = metrics.roc_auc_score(test_label, y)
results[2] = recall
results[3] = filter_rate
results[4] = cut
results[5] = 127000*filter_rate -5200 -850000*(1-recall)
wr.writerow(results)
print 'done for the DAY',p0
print '-------------------------------------'
print '-------------------------------------'
except Exception as e:
pass
errorCounter += 1
print 'There was an error in day '+str(i)
texto = "XGBoost-Grid-Searches_RAM.py encountered an error. :P..." +str(sys.exc_info()[0])
texto = texto+' '+str(e)
subjeto = 'Error '+ str(errorCounter) +'... on code in da GRID... on day '+str(i)+' on eta = '+str(eta)+' on num_round = '+ str(num_round)
sendEmail('*****@*****.**',subjeto,texto)
print '_______________________________________________________________________'
print '_______________________________________________________________________'
wr.writerow(['Increasing_num_Round'])
print 'end of num_round = ', num_round
wr.writerow(['Increasing_eta','num_Round_fixed'])
print 'end of eta = ', eta
sendEmail('*****@*****.**','Code Done',"XGBoost-Grid-Searches_RAM.py ended running in the local RIPS computer. :P")
#!/usr/bin/env python3
#-*- coding:utf-8 -*-
请在Python3下运行此程序='Please run this program with Python3'
'''此脚本需要在网速较好的情况下运行，否则会出现网页一直加载不完的情况'''
import time
from SendEmail import sendEmail
from Screenshot import Screenshot
try:
text_body = 'weather' # ATTENTION: you must add the email's body, otherwise it CANNOT be sent out!
subject = 'ZhengZhou weather for 7 days and 15 days later'
ss = Screenshot()
attachment = ss.saveScreenshot()
sendEmail(subject=subject,text_body=text_body , attachment=attachment)
# sendEmail(subject=subject,text_body=text_body)
except Exception as e:
timestyle = time.strftime('%m%d_%H%M%S')
logname = 'err_{}.log'.format(timestyle)
print('err--->', str(e))
with open(logname, 'w') as f:
f.write(str(e))
