def retrieveTweets(self,ID,Q,geoCode):
'''retrieveTweets from twitter and store the feeds into MongoDB
'''
since_id = mongoInt.retrieveSinceID(ID)
#since_id = long(785438635369738240)
logger.debug('retrieve tweets')
logger.debug(since_id)
logger.debug('retrieve tweets123456')`
#fetch the latest since_id and pass it in next twitter call
#since_id = mongoInt.retrieveSinceID(ID)
twits = twitterInt.retrieveTweets(Q,geoCode, since_id)
mongoInt.collectionFeedFrequency(len(twits), ID)
#map(lambda tw:tw.update({'created_time': timegm(time.gmtime(time.strptime(tw['created_at'],"%a %b %d %H:%M:%S +0000 %Y")))}),twits)
map(lambda tw:tw.update({'created_time': timegm(time.strptime(tw['created_at'],"%a %b %d %H:%M:%S +0000 %Y"))}),twits)
#callinf directly instead of wrapper change it later
#pass only twitter text & ID only here
logger.info('tweets fetched are %s',twits)
#similarTweet = self.topicModelLSI(twits, Q) # new feeds from service
similarTweet = self.posAnalysis(twits)
#topicModelObj.close()
#map(lambda tw:tw.update({'created_time': int(time.mktime(time.strptime(tw['created_at'],"%a %b %d %H:%M:%S +0000 %Y")))}),twits)
#map(lambda tw:tw.update({'created_time': int(time.gmtime(time.strptime(tw['created_at'],"%a %b %d %H:%M:%S +0000 %Y")))}),twits)
#twits = twitterInt.retrieveTweetsBasedHashtag(Q)
#if geoCode:
# twits.extend(twitterInt.retrieveTweetBasedLocation(geoCode))
#logger.debug('storing tweets of twitter of both location based on keyword mongoDb')
#twits=sparkInt.wowFieldTrueOrFalse(twits)
#self.similarTopicRemoval(ID,similarTweet,twits, Q)
#self.insertFeedData(ID,twits)
#page_sanitized = json_util.dumps(twits)
# below returning to be removed has to be done from mongoDB only
return len(twits)
def retrieveTweets(self, ID, Q, geoCode):
'''retrieveTweets from twitter and store the feeds into MongoDB
'''
passCnt = 0
logger.debug('retrieve tweets')
#fetch the latest since_id and pass it in next twitter call
#since_id = mongoInt.retrieveSinceID(ID)
twits = twitterInt.retrieveTweets(Q, geoCode)
map(
lambda tw: tw.update({
'created_time':
timegm(
time.gmtime(
time.strptime(tw['created_at'],
"%a %b %d %H:%M:%S +0000 %Y")))
}), twits)
#map(lambda tw:tw.update({'created_time': int(time.gmtime(time.strptime(tw['created_at'],"%a %b %d %H:%M:%S +0000 %Y")))}),twits)
#twits = twitterInt.retrieveTweetsBasedHashtag(Q)
#if geoCode:
# twits.extend(twitterInt.retrieveTweetBasedLocation(geoCode))
logger.debug(
'storing tweets of twitter of both location based on keyword mongoDb'
)
#twits=sparkInt.wowFieldTrueOrFalse(twits)
if len(twits):
passCnt += mongoInt.insertFeedData(ID, twits)
else:
if not mongoInt.createCollection(ID):
logger.warn('unable to create collection in mongodb')
#page_sanitized = json_util.dumps(twits)
# below returning to be removed has to be done from mongoDB only
return twits
def retrieveTweets(self, ID, Q, geoCode):
'''retrieveTweets from twitter and store the feeds into MongoDB
'''
since_id = mongoInt.retrieveSinceID(ID)
#since_id = long(785438635369738240)
logger.debug('retrieve tweets')
logger.debug(since_id)
logger.debug('retrieve tweets123456')
#fetch the latest since_id and pass it in next twitter call
#since_id = mongoInt.retrieveSinceID(ID)
twits = twitterInt.retrieveTweets(Q, geoCode, since_id)
mongoInt.collectionFeedFrequency(len(twits), ID)
def removeRetweets(tweet):
if 'retweeted_status' in tweet:
tweet = tweet['retweeted_status']
tweet['alreadyRetweeted'] = True
print tweet['text']
#json_obj = json.dumps(obj)
return tweet
#map(lambda tw:tw.update({'created_time': timegm(time.gmtime(time.strptime(tw['created_at'],"%a %b %d %H:%M:%S +0000 %Y")))}),twits)
value = map(removeRetweets, twits)
twits = value
map(
lambda tw: tw.update({
'created_time':
timegm(
time.strptime(tw['created_at'],
"%a %b %d %H:%M:%S +0000 %Y"))
}), twits)
#callinf directly instead of wrapper change it later
#pass only twitter text & ID only here
logger.info('tweets fetched for %s are %s', ID, len(twits))
if (len(twits)):
uniqueTweetsFromDB = []
uniqueTweetsFromDB = mongoInt.retrieveParentIdTrue(ID)
logger.error('existing uniqueTweetsFromDB :%s',
len(uniqueTweetsFromDB))
logger.debug('total uniqe feeds %s', uniqueTweetsFromDB)
#twits.extend(uniqueTweetsFromDB)
uniqueTweetsFromDB.extend(twits)
logger.error('total combined tweets :%s', len(uniqueTweetsFromDB))
#return uniqueTweetsFromDB
else:
return []
similarTweet = self.topicModelLSI(uniqueTweetsFromDB,
Q) # new feeds from service
if similarTweet != 0:
self.updateRatio(ID, similarTweet, uniqueTweetsFromDB, Q)
return self.runClassifier(ID)
def retrieveTweets(self,ID,Q,geoCode):
'''retrieveTweetsBasedHashtag from twitter
'''
passCnt = 0
logger.debug('retrieve tweets')
twits = twitterInt.retrieveTweets(Q,geoCode)
#twits = twitterInt.retrieveTweetsBasedHashtag(Q)
#if geoCode:
# twits.extend(twitterInt.retrieveTweetBasedLocation(geoCode))
logger.debug('storing tweets of twitter of both location baseed on keyworad mongoDb')
#twits=sparkInt.wowFieldTrueOrFalse(twits)
passCnt += mongoInt.insertFeedData(ID,twits)
#page_sanitized = json_util.dumps(twits)
# below returning to be removed has to be done from mongoDB only
return twits
def retrieveTweets(self,ID,Q,geoCode):
'''retrieveTweets from twitter and store the feeds into MongoDB
'''
since_id = mongoInt.retrieveSinceID(ID)
#since_id = long(785438635369738240)
logger.debug('retrieve tweets')
logger.debug(since_id)
logger.debug('retrieve tweets123456')
#fetch the latest since_id and pass it in next twitter call
#since_id = mongoInt.retrieveSinceID(ID)
twits = twitterInt.retrieveTweets(Q,geoCode, since_id)
mongoInt.collectionFeedFrequency(len(twits), ID)
def removeRetweets(tweet):
if 'retweeted_status' in tweet:
tweet = tweet['retweeted_status']
tweet['alreadyRetweeted'] = True
print tweet['text']
#json_obj = json.dumps(obj)
return tweet
#map(lambda tw:tw.update({'created_time': timegm(time.gmtime(time.strptime(tw['created_at'],"%a %b %d %H:%M:%S +0000 %Y")))}),twits)
value = map(removeRetweets, twits)
print(value)
twits = value
map(lambda tw:tw.update({'created_time': timegm(time.strptime(tw['created_at'],"%a %b %d %H:%M:%S +0000 %Y"))}),twits)
#callinf directly instead of wrapper change it later
#pass only twitter text & ID only here
logger.info('tweets fetched are chellaaa %s',len(twits))
if(len(twits)):
uniqueTweetsFromDB = mongoInt.retrieveParentIdTrue(ID)
logger.debug('existing uniqueTweetsFromDB :%s',len(uniqueTweetsFromDB))
#twits.extend(uniqueTweetsFromDB)
uniqueTweetsFromDB.extend(twits)
logger.debug('total combined tweets :%s',len(uniqueTweetsFromDB))
similarTweet = self.topicModelLSI(uniqueTweetsFromDB, Q) # new feeds from service
if similarTweet != 0:
self.updateRatio(ID,similarTweet,uniqueTweetsFromDB, Q)
return len(uniqueTweetsFromDB)
def retrieveTweets(self,ID,Q,geoCode):
'''retrieveTweets from twitter and store the feeds into MongoDB
'''
passCnt = 0
logger.debug('retrieve tweets')
#fetch the latest since_id and pass it in next twitter call
#since_id = mongoInt.retrieveSinceID(ID)
twits = twitterInt.retrieveTweets(Q,geoCode)
map(lambda tw:tw.update({'created_time': str(int(time.mktime(time.strptime(tw['created_at'],"%a %b %d %H:%M:%S +0000 %Y"))))}),twits)
#twits = twitterInt.retrieveTweetsBasedHashtag(Q)
#if geoCode:
# twits.extend(twitterInt.retrieveTweetBasedLocation(geoCode))
logger.debug('storing tweets of twitter of both location based on keyword mongoDb')
#twits=sparkInt.wowFieldTrueOrFalse(twits)
if len(twits):
passCnt += mongoInt.insertFeedData(ID,twits)
else:
if not mongoInt.createCollection(ID):
logger.warn('unable to create collection in mongodb')
#page_sanitized = json_util.dumps(twits)
# below returning to be removed has to be done from mongoDB only
return twits