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load-replies-backup.py
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load-replies-backup.py
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import tweepy
from tweepy.streaming import StreamListener
from tweepy import OAuthHandler
from tweepy import Stream
import json
import os
import time
access_token = '1166721367619899392-pHVNKXpkrNrs2iWwaE7fc9ifvURboP'
access_token_secret = 'IuQfuEiZG3hDj8hWmtsq9OLnQhWosTTsNi4VGwn14zfsx'
consumer_key = 'vQjLuPJ1wvmLhiJZrS2bvSTdC'
consumer_secret = 'SpKUPIbajh67ytpqb1YqT7I0Kqb7QI4TGBFRElOtTOKCwnY1TV'
class loadReplyTweets():
def loadRepliesForPOITweets(self,sourceId,maxId,user,langOfTweets,country):
totalRepliesForCurrentTweet = 0
loopCount = 0
totalRepliesForCurrentTweet = []
while len(totalRepliesForCurrentTweet) < 25 :
loopCount = loopCount + 1
# if (loopCount == 3 and len(totalRepliesForCurrentTweet) ==0):
# break
# reply_tweets =[]
reply_tweets = self.crawlReplyTweetsForUserAndSinceId(user,langOfTweets,200,sourceId,maxId)
if len(reply_tweets) > 0 :
if loopCount>3 and len(totalRepliesForCurrentTweet)==0 or loopCount>6 and len(totalRepliesForCurrentTweet)<10:
print('breaking the loop')
break
filtered_reply_tweets = self.processReplyTweets(sourceId,reply_tweets,langOfTweets)
totalRepliesForCurrentTweet = totalRepliesForCurrentTweet + filtered_reply_tweets
maxId = reply_tweets[len(reply_tweets) - 1].id - 1
print("current replies count")
print(len(totalRepliesForCurrentTweet))
print("*********************** \n ************************")
else:
break
if(len(totalRepliesForCurrentTweet)>=25):
if not os.path.exists(os.getcwd()+ '/'+ user + '/replyTweets'):
print("directory not existing creating one")
os.mkdir(os.getcwd()+ '/'+ user + '/replyTweets')
print("writing into file")
replyfilepath = os.getcwd()+ '/'+ user + '/replyTweets/' + user + '_reply_tweets_'+ str(sourceId) + '_' + str(len(totalRepliesForCurrentTweet)) + '.json'
print(replyfilepath)
modifiedTweets = []
for tweet in totalRepliesForCurrentTweet:
tweet._json['country'] = country
modifiedTweets.append(tweet._json)
with open(replyfilepath,'a') as fou:
json.dump(modifiedTweets,fou)
print('successful')
return 'successful'
else:
print('unsuccessful')
return 'unsuccessful'
def crawlReplyTweetsForUserAndSinceId(self,user,langOfTweets,repliesCount,sinceId,maxId):
query = 'to:' + user
print(query)
if maxId > 0:
reply_tweets = api.search(q = query ,lang=langOfTweets,count = repliesCount , result_type='recent' , since_id=sinceId, max_id = maxId)
print("fetched with max id")
print(len(reply_tweets))
print("max id")
print(maxId)
else:
reply_tweets = api.search(q = query ,lang=langOfTweets,count = repliesCount , result_type='recent' , since_id=sinceId)
print("fetched without max id")
print(len(reply_tweets))
return reply_tweets
def processReplyTweets(self,sourceTweetId,replyTweets,langOfTweets):
filteredReplyTweets = []
for tweet in replyTweets:
if hasattr(tweet, 'in_reply_to_status_id_str'):
# print("replyTweet: ")
# print(tweet.in_reply_to_status_id_str)
# print("sourceTweet: ")
# print(sourceTweet.id_str)
if (tweet.in_reply_to_status_id_str==str(sourceTweetId)):
print("found one tweet")
filteredReplyTweets.append(tweet)
# filteredReplyTweets = [tweet for tweet in filteredReplyTweets if tweet.lang == langOfTweets]
filteredReplyTweets = [tweet for tweet in filteredReplyTweets if not hasattr(tweet, 'retweeted_status')]
print("processed reply tweets")
print(len(filteredReplyTweets))
return filteredReplyTweets
class readTweetIdsOfPOIs():
def getInBetweenTweetIds(self,user,topMostId,bottomMostId):
tweets = []
filteredTweetIds = []
with open(os.getcwd()+ '/'+ user + '/' + user + '_tweets_100.json') as json_file:
tweets = json.load(json_file)
for tweet in tweets:
# print(tweet)
# print('/n')
if tweet['id'] <= topMostId and tweet['id'] >= bottomMostId :
filteredTweetIds.append(tweet['id'])
print(filteredTweetIds)
return filteredTweetIds
def recursivelyFetchReplies(self,tweetIdsReplysToFetch,user,languageOfTweets,locationOfTweets,outerBoundaryOfTopTweetId):
for idx,tweetId in enumerate(tweetIdsReplysToFetch):
print('fetching for tweet id')
print(tweetId)
crawlTweets = loadReplyTweets()
status = 'unsuccessful'
if idx == 0:
sinceId = tweetId
maxId = outerBoundaryOfTopTweetId
while status != 'successful':
status = crawlTweets.loadRepliesForPOITweets(sinceId,maxId,user,languageOfTweets,locationOfTweets)
maxId = 0
if status == 'successful':
break
else :
sinceId = tweetId
# maxId = tweetIdsReplysToFetch[idx-1]
currentNumberToMinus = 0
while status != 'successful':
currentNumberToMinus = currentNumberToMinus+1
print(tweetIdsReplysToFetch)
print(currentNumberToMinus)
print(idx - currentNumberToMinus)
if (idx - currentNumberToMinus >=0):
maxId = tweetIdsReplysToFetch[idx-currentNumberToMinus]
elif maxId != outerBoundaryOfTopTweetId:
maxId = outerBoundaryOfTopTweetId
else :
maxId = 0
status = crawlTweets.loadRepliesForPOITweets(sinceId,maxId,user,languageOfTweets,locationOfTweets)
if status == 'successful':
break
print('successful')
if __name__ == '__main__':
#This handles Twitter authetification and the connection to Twitter Streaming API
# l = StdOutListener()
auth = OAuthHandler(consumer_key, consumer_secret)
auth.set_access_token(access_token, access_token_secret)
api = tweepy.API(auth, wait_on_rate_limit=True)
outerBoundaryOfTopTweetId = 1169375550806351872
readTweetIds = readTweetIdsOfPOIs()
tweetIdsReplysToFetch = readTweetIds.getInBetweenTweetIds('realDonaldTrump',1169253298169438208,1169062380040523776)
readTweetIds.recursivelyFetchReplies(tweetIdsReplysToFetch,'realDonaldTrump','en','USA',outerBoundaryOfTopTweetId)
# crawlTweets = loadReplyTweets()
# crawlTweets.loadRepliesForPOITweets(1169253299981303810,1169356701943894017,'realDonaldTrump','en','USA')