def getUserRatings():
    pics = movieDB.getPicNames()

    with open('ratings1.csv', 'rb') as csvfile:
        read = csv.reader(csvfile, delimiter=",")
        ratings = defaultdict(dict)
        users = defaultdict(dict)
        for row in read:
            if row[1] in pics:
                ratings[row[1]][row[0]] = float(row[2])
                users[row[0]][row[1]] = float(row[2])
    return ratings, users
def getAllOurReccomendations():
    pics = movieDB.getPicNames()
    recc = defaultdict(list)
    for movie in pics:
        recc[movie] = list(scoreMatrix.findRecommendations(movie))
    return recc
def getAllRatingReccomendations():
    pics = movieDB.getPicNames()
    recc = defaultdict(list)
    for movie in pics:
        recc[movie] = [k for k,v in getRecommendedMovies(movie)]
    return recc