forked from pranayiitd/twitter_trends
/
collection.py
278 lines (227 loc) · 6.96 KB
/
collection.py
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import json,pprint
import twitter
import oauth2 as oauth
import time
from datetime import datetime
import sys
def find_start(dest, source, typ):
followers_dump = dest
raw_tweet = source
ff = open(dest,"r")
flines = ff.readlines()
last_id=""
n =len(flines)
for i in range(n):
entry = json.loads(flines[n-i-1])
# Last non-empty response in the destination dumping file
if(len(entry[typ])!=0):
if(typ=="users"):
last_id = entry['user_id']
elif(typ=="followers"):
last_id = entry['tweet_id']
break
ff.close()
# Fiding line number in the source file containing the last_tid
fr = open(source,"r")
line = fr.readline()
count =0;start_line=0
while line:
count+=1
entry = json.loads(line)
_id =0
if(typ=="followers"):
_id = entry['rtds_tweet']['id']
elif(typ=="users"):
_id = entry[0]
if(_id==last_id):
start_line = count
break
line = fr.readline()
fr.close()
return start_line
# COLLECTS AUTHOR DETAILS FROM THE TWEET
def get_author_details(tweet, format, author_dump):
# Will have to change as per yahoo format
if(format=="yahoo"):
time_zone =""
if(tweet['rtds_tweet'].has_key('user_time_zone')):
time_zone = tweet['rtds_tweet']['user_time_zone']
author_details ={
"user_id" : tweet['rtds_tweet']['user_id'],
"user_created_at" : tweet['rtds_tweet']['user_created_at'],
"user_followers_count" :tweet['rtds_tweet']['user_followers_count'],
"user_friends_count" :tweet['rtds_tweet']['user_friends_count'],
"user_lang" : tweet['rtds_tweet']['user_lang'],
"user_location" : tweet['rtds_tweet'] ['user_location'],
"user_name" : tweet['rtds_tweet']['user_name'],
"user_profile_image_url" :tweet['rtds_tweet']['user_profile_image_url'],
"user_protected" : tweet['rtds_tweet']['user_protected'] ,
"user_screen_name" :tweet['rtds_tweet']['user_screen_name'],
"user_statuses_count" :tweet['rtds_tweet']['user_statuses_count'],
"user_time_zone" :time_zone,
"user_utc_offset" :tweet['rtds_tweet']['user_utc_offset'],
"user_verified" :tweet['rtds_tweet']['user_verified'],
}
return author_details
else:
return tweet['user']
# COLLECTS THE FOLLOWERS OF THE AUTHOR
def collect_followers(version, app, dump_path):
CONSUMER_KEY = app['c_key']
CONSUMER_SECRET = app['c_sec']
ACCESS_KEY = app['a_key']
ACCESS_SECRET = app['a_sec']
consumer = oauth.Consumer(key=CONSUMER_KEY, secret=CONSUMER_SECRET)
access_token = oauth.Token(key=ACCESS_KEY, secret=ACCESS_SECRET)
client = oauth.Client(consumer, access_token)
raw_tweet = dump_path[0]
followers_dump = dump_path[1]
author_dump = dump_path[2]
log_details = dump_path[4]
fraw = open(raw_tweet,"r")
flog = open(log_details,"a")
fdump = open(followers_dump,"a")
fauth = open(author_dump,"a")
# ----------------------------------
# Skipping the lines to start from right place.
start_from = find_start(followers_dump, raw_tweet)
line=""
for i in range(start_from):
line = fraw.readline()
# ----------------------------------
starttime = datetime.now()
endtime =""
endtweet=""
print "starting from the line number :",start_from
count =1;limit =0;ret =0
line = fraw.readline()
while line:
count+=1
tweet = json.loads(line)
uid = twitter.get_uid(tweet,"yahoo")
tid = twitter.get_tweetid(tweet,"yahoo")
endtweet = tid
author_details = get_author_details(tweet,"yahoo", author_dump)
#GETTING FOLLOWERS FROM TWITTER by user_id
entry = twitter.get_followers(uid,0,version,client)
if(version==1):
limit = int(entry['response']['x-ratelimit-remaining'])
else:
limit = int(entry['response']['x-rate-limit-remaining'])
sys.stdout.write("\rlimit x-ratelimit-remaining: %d The request number : %d" %(limit,count))
sys.stdout.flush()
if(limit<3):
endtime = datetime.now()
ret =1
print "limit reached\n"
break
# Dumping followers ids and author_details
entry["tweet_id"] = tid
fdump.write(json.dumps(entry)+"\n")
fauth.write(json.dumps(author_details)+"\n")
#new line
line = fraw.readline()
fraw.close()
fdump.close()
fauth.close()
if(limit >=3):
ret =2
endtime = datetime.now()
flog.write(raw_tweet+"\t"+str(starttime)+"\t"+str(endtime)+"\t"+str(endtweet)+"\t"+str(ret)+"\t"+str(count)+"\n")
flog.close()
return [ret, limit]
# START SCHEDULING THE COLLECTION
def start_scheduling(dump_path):
i =0;v =1;time_elapsed =0
twitter.get_user_details("swamy39",1,1,)
while(True):
print "trying version ,app number \n",v,i
# ret, limit = collect_followers(v,set_app[i],dump_path)
ret, limit = collect_users_details(v,set_app[i],dump_path)
break
# ret, limit = collect_users_details(v,set_app[i])
# The job is completed
if ret==2:
break
# Try different app combination
if(limit<3):
if(i<3):
i+=1
else:
if(v==1):
v=1.1
i=0
else:
print "going to sleep now for 15 mins from ",datetime.now()
time.sleep(15*60)
time_elapsed +=15
i=0
if(time_elapsed>=60):
v=1
time_elapsed=0
# break
def testing():
users_dump = "../resource/y_users_details_dump.txt"
f = open(users_dump,"r")
line = f.readline()
entry = json.loads(line)
print int(entry['response']['x-ratelimit-remaining'])
pprint.pprint(entry['response']['x-ratelimit-remaining'])
print len(json.loads(entry['users']))
return
rtds = open("../tweets_dump/sf03_twitter.8432.log_1363570500","r")
line = rtds.readline()
tweet = json.loads(line)
tweet['rtds_tweet']["pranay"] ="is the boss"
pprint.pprint(tweet['rtds_tweet'])
line = rtds.readline()
tweet = json.loads(line)
tweet['rtds_tweet']["pranay"] ="is the boss"
pprint.pprint(tweet['rtds_tweet'])
return
limit =1
count =1
while line :
resp = json.loads(line)
break
pprint.pprint(resp)
pprint.pprint(resp['rtds_tweet']['user_id'])
# print len(resp)
break
fapp = open('twitter_app.txt',"r")
lines = fapp.readlines()
set_app =[]
i=0
while (i+3)<(len(lines)):
app = {}
app['c_key'] = lines[i].replace("\n","")
app['c_sec'] = lines[i+1].replace("\n","")
app['a_key'] = lines[i+2].replace("\n","")
app['a_sec'] = lines[i+3].replace("\n","")
set_app.append(app)
i+=5
# raw_tweet ="../resource/5feb.sample.txt"
raw_tweet = "../tweets_dump/sf03_twitter.8432.log_1363570500"
followers_dump = "../resource/y_followers_dump.txt"
users_dump = "../resource/y_users_details_dump.txt"
authors_dump = "../resource/y_authors_details_dump.txt"
# log_dump = "../resource/y_log.txt"
log_dump = "../resource/y_log_users.txt"
uids_dump ="../resource/uids_dump.txt"
dump_path =[raw_tweet, followers_dump, authors_dump, users_dump, log_dump ]
dump_path ={
"raw_tweet" : raw_tweet,
"followers_dump":followers_dump,
"authors_dump" : authors_dump,
"users_dump" : users_dump,
"log_dump" : log_dump,
"uids_dump": uids_dump
}
# print find_start(followers_dump, raw_tweet,"followers")
# print find_start(users_dump, uids_dump, "users")
# testing()
start_scheduling(dump_path)
# collect_users_details(dump_path)
# collect_followers(v,)
# time.sleep(15*60)
# start_collepythoction()