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event-activity.py
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#Script to understand User activity after an event
#Imports user list from Badge Awarded for event or else from fedmsg activity i.e. signed in to Fedora Badges for first time
#Returns user activity : pre event, during event, post event and list of new contributors onboarded
import re
import copy
import time
import requests
import urllib2
import json
import csv
# <---------EDIT EVENT DETAILS HERE ------------>
TYPE_ID = 2 # For extracting users from Badges URL (1) , Datagrepper URL (2)
URL = "https://apps.fedoraproject.org/datagrepper/raw?topic=org.fedoraproject.prod.irc.karma"
#URL = "https://badges.fedoraproject.org/badge/fosdem-2014-attendee"
EVENT_START = '2014-02-01 00:00:00' #'YYYY-MM-DD HH:MM:SS'
EVENT_END = '2014-02-03 00:00:00' #'YYYY-MM-DD HH:MM:SS'
# <------------- EDITS END ----------------------->
one_minute = 60
one_hour = one_minute * 60
one_day = one_hour * 24
one_month = one_day * 30
one_year = one_day * 365
def get_datagrepper_url( start_time , end_time ) :
topic = "org.fedoraproject.prod.fedbadges.person.login.first"
url = "https://apps.fedoraproject.org/datagrepper/raw?topic="+str(topic)+"&start="+str(start_time)+"&end="+str(end_time)
return url
def get_count(username , start_time , time_delta):
end_time = start_time + time_delta
url = "https://apps.fedoraproject.org/datagrepper/raw?user="+str(username)+"&start="+str(start_time)+"&end="+str(end_time)
response = requests.get(url)
data = response.json()
return data['total']
def get_users_from_badge(badge_url) :
req = urllib2.Request(badge_url)
try:
page = urllib2.urlopen(req)
data=page.read()
except urllib2.HTTPError or httplib.BadStatusLine or urllib2.URLError as e:
data=str(e.fp.read())
search_string = '<h1 class="section-header">Badge Holders'
index = data.find(search_string)
data = data[index : len(data)]
init="https://badges.fedoraproject.org/user/"
sindex = [m.start() for m in re.finditer(init, data)]
userList = []
for i in range(len(sindex)) :
if i == len(sindex)-1 :
text = data[sindex[i]+len(init):]
else :
text = data[sindex[i]+len(init):sindex[i+1]]
ind = text.find('\">')
username = text[:ind]
print username
userList.append(username)
return userList
def get_users_from_datagrepper(datagrepper_url) :
userList = []
response = requests.get(datagrepper_url)
data = response.json()
NUM_PAGES = int(data['pages'])
for i in range(1,NUM_PAGES+1) :
url = datagrepper_url+"&page="+str(i)
response = requests.get(url)
data = response.json()
NUM_MSGS = int(data['count'])
for j in range(0,NUM_MSGS) :
try :
username = str(data['raw_messages'][j]['msg']['agent'])
except KeyError :
username = str(data['raw_messages'][j]['msg']['owner'])
if username not in userList :
print username
userList.append(username)
return userList
def get_user_activity(username , start_time , end_time , time_delta ) :
prevMsgs = get_count(username , start_time - time_delta , time_delta)
EventMsgs = get_count(username , start_time , end_time - start_time )
afterMsgs = get_count(username , end_time , time_delta )
if prevMsgs == 0 :
percent_diff = 100
else :
percent_diff = int(afterMsgs*100)/int(prevMsgs) - 100
activity = [username , prevMsgs , EventMsgs , afterMsgs , percent_diff]
return activity
def new_user(username , end_time) :
end_time = end_time - 86400
url = "https://apps.fedoraproject.org/datagrepper/raw?user="+str(username)+"&order=asc&rows_per_page=1"
response = urllib2.urlopen(url)
data = json.load(response)
if data['raw_messages'][0]['timestamp'] > end_time :
return True
return False
def get_users(URL ,TYPE_ID) :
if TYPE_ID == 1 :
userList = get_users_from_badge(URL)
else :
if TYPE_ID == 2 :
userList = get_users_from_datagrepper(URL)
else :
print "\n TYPE_ID - ERROR : Choose (1) to extract list of attendees from Badges and 2 for Datagrepper\n " ;
userList = []
return userList
curr = time.time()
start_time = int(time.mktime(time.strptime( EVENT_START, '%Y-%m-%d %H:%M:%S')))
end_time = int(time.mktime(time.strptime( EVENT_END , '%Y-%m-%d %H:%M:%S')))
print "<---------------------- GETTING EVENT PARTICIPANTS -----------------------------------------> "
if TYPE_ID == 2 :
URL = URL + '&start='+str(start_time)+"&end="+str(end_time)
userList = get_users(URL , TYPE_ID)
short_time_delta = one_day
if curr - end_time < short_time_delta :
short_time_delta = curr - end_time
long_time_delta = curr - end_time
if long_time_delta > one_day * 3:
long_time_delta = one_day * 3
print "<---------------------- FINDING NEW FEDORA CONTRIBUTORS AFTER THE EVENT -----------------------------------------> "
ctr = 0
newUser = []
for username in userList :
ctr = ctr + 1
if new_user(username , start_time) :
newUser.append(username)
print "Total Fedora Contributors in Event : "+str(len(userList))
print " New Fedora Contributors Onboarded in Event : "+str(len(newUser))
with open('event_data'+str(curr)+'.csv', 'wb') as csvfile:
datawriter = csv.writer(csvfile, delimiter=',', quotechar='|', quoting=csv.QUOTE_MINIMAL)
datawriter.writerow(['event' , URL])
datawriter.writerow(['EVENT_START' , EVENT_START])
datawriter.writerow(['EVENT_END' , EVENT_END ])
datawriter.writerow([])
datawriter.writerow(['Total Fedora Contributors in Event : ' , str(len(userList))])
datawriter.writerow(['New Fedora Contributors Onboarded in Event' , str(len(newUser)) ])
datawriter.writerow([])
datawriter.writerow(['attendees'])
datawriter.writerow(userList)
datawriter.writerow([])
datawriter.writerow(['new attendees'])
datawriter.writerow(newUser)
datawriter.writerow([])
short_activity , long_activity = [] , []
print "<------------ WORKING ON SHORT TERM ACTIVITY DETAILS ------------------------->\n"
for username in userList :
short_activity.append(get_user_activity(username , start_time , end_time , short_time_delta ))
print "<------------ WORKING ON LONG TERM ACTIVITY DETAILS ------------------------->\n"
for username in userList :
long_activity.append(get_user_activity(username , start_time , end_time , long_time_delta ))
with open('event_data'+str(curr)+'.csv', 'ab') as csvfile:
datawriter = csv.writer(csvfile, delimiter=',', quotechar='|', quoting=csv.QUOTE_MINIMAL)
datawriter.writerow(['SHORT TERM ACTIVITY OF ATTENDEES '])
datawriter.writerow([])
datawriter.writerow(['username' , 'prevMsgs' , 'EventMsgs' , 'afterMsgs' , 'percent_diff' ])
for activity in short_activity :
datawriter.writerow(activity)
datawriter.writerow([])
datawriter.writerow(['LONG TERM ACTIVITY OF ATTENDEES '])
datawriter.writerow([])
datawriter.writerow(['username' , 'prevMsgs' , 'EventMsgs' , 'afterMsgs' , 'percent_diff' ])
for activity in long_activity :
datawriter.writerow(activity)