def run(self):
print('Worker started')
# do some initialization here
while True:
data = self.queue.get(True)
try:
if data is None:
print('ALL FINISHED!!!!', self.conn_number)
break
print('Starting: ', data)
if self.gets_user_id:
user = TwitterUser(self.api_hook, user_id=data)
else:
user = TwitterUser(self.api_hook, screen_name=data)
user.populate_tweets_from_api(json_output_directory=os.path.join(self.out_dir,"json"))
if len(user.tweets) == 0:
if self.to_pickle or self.populate_lists or self.populate_friends or self.populate_followers:
print 'pickling and dumping: ', user.screen_name
pickle.dump(user, open(os.path.join(self.out_dir,"obj",data), "wb"))
continue
if self.populate_lists:
user.populate_lists_member_of()
if self.populate_friends:
print 'populating friends, ', user.screen_name
user.populate_friends()
if self.populate_followers:
print 'populating followers, ', user.screen_name
user.populate_followers()
if self.to_pickle or self.populate_lists or self.populate_friends or self.populate_followers:
# Pickle and dump user
print 'pickling and dumping (no tweets): ', user.screen_name
user.tweets = []
pickle.dump(user, open(os.path.join(self.out_dir,"obj",data), "wb"))
except Exception:
print('FAILED:: ', data)
exc_type, exc_value, exc_traceback = sys.exc_info()
print("*** print_tb:")
traceback.print_tb(exc_traceback, limit=30, file=sys.stdout)
print("*** print_exception:")
print('finished collecting data for: ', data)
def run(self):
print ("Worker started")
while True:
user_id, snow_sample_number = self.queue.get(True)
print "Starting: ", user_id, snow_sample_number
stored_user_list = set(
[os.path.basename(user_pickle) for user_pickle in glob.glob(os.path.join(self.out_dir, "obj", "*"))]
)
# Get the ego
if user_id in stored_user_list:
print ("\tgot pickled: ", user_id)
user = pickle.load(open(os.path.join(self.out_dir, "obj", str(user_id)), "rb"))
else:
user = TwitterUser(self.api_hook, user_id=user_id)
user.populate_tweets_from_api(json_output_directory=os.path.join(self.out_dir, "json"))
if len(user.tweets) == 0:
print "pickling and dumping: ", user.screen_name
pickle.dump(user, open(os.path.join(self.out_dir, "obj", user_id), "wb"))
continue
print "populating friends, ", user.screen_name
user.populate_friends()
print "pickling and dumping (no tweets): ", user.screen_name
user.tweets = []
pickle.dump(user, open(os.path.join(self.out_dir, "obj", user_id), "wb"))
##write out their following network and add each id to queue
# network_fil = codecs.open(os.path.join(self.network_dir,user_id),"w", "utf-8")
added = 0
for following_id in user.mentioned.keys():
if snow_sample_number < self.step_count:
added += 1
self.queue.put([str(following_id), snow_sample_number + 1])
# network_fil.write(",".join([user_id,str(following_id)])+"\n")
# network_fil.close()
print "finished collecting data for: ", user_id
print "added: ", added
def run(self):
print ("Worker started")
while True:
user_id, snow_sample_number = self.queue.get(True)
print ("Starting: ", user_id, snow_sample_number)
stored_user_list = set([os.path.basename(user_pickle) for user_pickle in glob.glob(self.pickle_dir + "*")])
# Get the ego
if user_id in stored_user_list:
print ("\tgot pickled: ", user_id)
user = pickle.load(open(self.pickle_dir + "/" + str(user_id), "rb"))
else:
user = TwitterUser(self.api_hook, user_id=user_id)
print ("\tgetting tweets for: ", user_id)
user.populate_tweets_from_api()
print ("\t num tweets received for: ", user_id, " ", len(user.tweets))
# print '\tgetting followers for: ', screen_name
# user.populate_followers()
print ("\tgetting friends for: ", user_id)
user.populate_friends()
print ("pickling: ", user_id)
pickle.dump(user, open(self.pickle_dir + "/" + user_id, "wb"))
##write out their following network and add each id to queue
network_fil = codecs.open(os.path.join(self.network_dir, user_id), "w", "utf-8")
added = 0
for following_id in user.friend_ids:
if snow_sample_number < 2:
added += 1
self.queue.put([str(following_id), snow_sample_number + 1])
network_fil.write(",".join([user_id, str(following_id)]) + "\n")
network_fil.close()
print "finished collecting data for: ", user_id
print "added: ", added
def run(self):
print('Worker started')
# do some initialization here
snow_sample_number = None
since_tweet_id = None
while True:
data = self.queue.get(True)
try:
if data is None:
print 'ALL FINISHED!!!!'
break
if len(data) == 1 or type(data) is str or type(
data) is unicode or type(data) is int:
user_identifier = data
elif len(data) == 3:
user_identifier, snow_sample_number, since_tweet_id = data
elif len(data) == 2:
if self.step_count:
user_identifier, snow_sample_number = data
elif self.gets_since_tweet_id:
user_identifier, since_tweet_id = data
user_identifier = str(user_identifier)
print 'Starting: ', data
pickle_filename = os.path.join(self.out_dir, "obj",
user_identifier)
json_filename = os.path.join(self.out_dir, "json",
user_identifier + ".json.gz")
# Get the user's data
if os.path.exists(pickle_filename) and os.path.exists(
json_filename) and not self.add_to_file:
print '\tgot existing data for: ', data
user = pickle.load(open(pickle_filename, "rb"))
user.populate_tweets_from_file(json_filename)
else:
if self.gets_user_id:
user = TwitterUser(self.api_hook,
user_id=user_identifier)
else:
user = TwitterUser(self.api_hook,
screen_name=user_identifier)
print 'populating tweets', user_identifier
if self.populate_tweets:
if self.save_user_tweets:
print 'saving tweets to: ', json_filename
of_name, tweet_count = user.populate_tweets_from_api(
json_output_filename=json_filename,
since_id=since_tweet_id,
populate_object_with_tweets=False)
else:
of_name, tweet_count = user.populate_tweets_from_api(
since_id=since_tweet_id,
populate_object_with_tweets=False)
if self.tweet_count_file:
self.tweet_count_file.write(
str(user_identifier) + "\t" +
str(tweet_count) + "\n")
if self.populate_lists:
print 'populating lists', user.screen_name
user.populate_lists_member_of()
if self.populate_friends:
print 'populating friends, ', user.screen_name
user.populate_friends()
if self.populate_followers:
print 'populating followers, ', user.screen_name
user.populate_followers()
if self.save_user_data and \
(self.always_pickle or self.populate_lists
or self.populate_friends or self.populate_followers):
# Pickle and dump user
#print 'pickling and dumping (no tweets): ', user.screen_name
user.tweets = []
pickle.dump(user, open(pickle_filename, "wb"))
# now add to queue if necessary
if snow_sample_number is not None and snow_sample_number < self.step_count:
for user_identifier in self.add_users_to_queue_function(
user):
self.queue.put(
[str(user_identifier), snow_sample_number + 1])
if self.post_process_function:
self.post_process_function(user)
except KeyboardInterrupt as e:
print e
break
except Exception:
print('FAILED:: ', data)
exc_type, exc_value, exc_traceback = sys.exc_info()
print("*** print_tb:")
traceback.print_tb(exc_traceback, limit=30, file=sys.stdout)
print("*** print_exception:")
