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updatedb.py
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updatedb.py
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#!/usr/bin/python2.7
#from urllib2 import Request, urlopen, URLError
import oauth2 as oauth
import json
import urllib
import datetime
from textblob import TextBlob
import os
os.environ.setdefault("DJANGO_SETTINGS_MODULE", "Sentimeter.settings")
import django
django.setup()
from team.models import Team
from team.models import Player
from tweet.models import Tweet
import random
import warnings
def getTweets ( str, obj, client, client2, num ):
urldict = {
'q': str,
'since': obj.date.isoformat(),
'count': num,
}
url = "https://api.twitter.com/1.1/search/tweets.json?"+urllib.urlencode(urldict) #find a way to limit search results
if random.random()>0.5:
response, data = client.request(url)
else:
response, data = client2.request(url)
return json.loads(data)
def analyzeTweetSentiment ( tweet ):
blob = TextBlob(tweet['text'])
return blob.sentiment.polarity*100
def createTweet ( tweet, obj, flag ):
newTweet = Tweet.objects.create(link=tweet['id_str'],team=obj) #parse this date properly with datetime
datestr1 = tweet['created_at'].split(" ")
datestr2 = datestr1[3].split(":")
monthdict = {
'Jan': 1,
'Feb': 2,
'Mar': 3,
'Apr': 4,
'May': 5,
'Jun': 6,
'Jul': 7,
'Aug': 8,
'Sep': 9,
'Oct': 10,
'Nov': 11,
'Dec': 12
}
newTweet.date = datetime.datetime(int(datestr1[5]),monthdict[datestr1[1]],int(datestr1[2]),int(datestr2[0]),int(datestr2[1]))
output = analyzeTweetSentiment(tweet)
newTweet.score = output
loctag = False
if tweet['coordinates'] is not None:
print("geotagged")
newTweet.latitude = tweet['coordinates']['coordinates'][0]
newTweet.longitude = tweet['coordinates']['coordinates'][1]
loctag = True
if loctag or (flag and random.random()>0.1):
newTweet.save()
else:
newTweet.delete()
return output
def getAggregateScore ( scorelist ):
return round(sum(scorelist)/len(scorelist))
def update ( flag ):
file = open("/home/soccersentimeter/Sentimeter/lastteam.txt","w")
file2 = None
if flag:
file2 = open("/home/soccersentimeter/Sentimeter/lastplayer.txt","w")
random.seed()
keyfile = open("/home/soccersentimeter/other/keys.txt","r")
lines = [line.rstrip('\n') for line in keyfile]
CONSUMER_KEY = lines[0]
CONSUMER_SECRET = lines[1]
ACCESS_KEY = lines[2]
ACCESS_SECRET = lines[3]
CONSUMER_KEY2 = lines[4]
CONSUMER_SECRET2 = lines[5]
ACCESS_KEY2 = lines[6]
ACCESS_SECRET2 = lines[7]
keyfile.close()
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)
consumer2 = oauth.Consumer(key=CONSUMER_KEY2, secret=CONSUMER_SECRET2)
access_token2 = oauth.Token(key=ACCESS_KEY2, secret=ACCESS_SECRET2)
client2 = oauth.Client(consumer2, access_token2)
teams = Team.objects.all()[0:20] #change this to 0
for thisTeam in teams:
if thisTeam.name is None or thisTeam.longName is None:
thisTeam.delete()
continue
numTweets = 100
if not flag:
numTweets = 500
data = getTweets(thisTeam.longName, thisTeam, client, client2, numTweets)
teamlist = []
for tweet in data['statuses']:
teamlist.append(createTweet(tweet, thisTeam, True))
if len(teamlist)==0:
thisTeam.score = 0
else:
thisTeam.score = getAggregateScore(teamlist)
thisTeam.scoreList = thisTeam.scoreList+str(thisTeam.score)+',' #add volume at some point
thisTeam.date = datetime.date.today()
thisTeam.save()
if flag:
players = Player.objects.filter(team=thisTeam)
for thisPlayer in players:
playerlist = []
data = getTweets(thisPlayer.firstName+" "+thisPlayer.lastName, thisPlayer, client, client2, 100)
for tweet in data['statuses']:
playerlist.append(createTweet(tweet, thisTeam, False))
if len(playerlist)==0:
thisPlayer.score = thisPlayer.lastScore
else:
thisPlayer.lastScore = thisPlayer.score
thisPlayer.score = getAggregateScore(playerlist)
thisPlayer.volume = len(playerlist)
thisPlayer.date = datetime.date.today()
thisPlayer.save()
print(thisTeam.longName)
file.write(str(datetime.datetime.today()))
file.close()
if flag:
file2.write(str(datetime.datetime.today()))
file2.close()
warnings.filterwarnings("ignore")
file = open("/home/soccersentimeter/Sentimeter/lastteam.txt","r")
file2 = open("/home/soccersentimeter/Sentimeter/lastplayer.txt","r")
teamtime = datetime.datetime.strptime(file.read(),'%Y-%m-%d %H:%M:%S.%f')
playertime = datetime.datetime.strptime(file2.read(),'%Y-%m-%d %H:%M:%S.%f')
file.close()
file2.close()
thistime = datetime.datetime.today()
t1 = thistime-teamtime
t2 = thistime-playertime
if t2>datetime.timedelta(0,0,3,11,30):
update(True)
elif t1>datetime.timedelta(0,0,0,11,30):
update(False)