Created
May 20, 2012 23:53
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opening 3 files to convert matrix indexes to int from string hash
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| #!/usr/bin/python #http://labrosa.ee.columbia.edu/millionsong/sites/default/files/challenge/train_triplets.txt.zip | |
| songs_file = open('songs.txt', 'r') | |
| users_file = open('users.txt', 'r') | |
| dataset_file = open('train_triplets.txt', 'r') | |
| #dataset_file = open('a.txt', 'r') | |
| songs_count = 0 | |
| users_count = 0 | |
| dataset_count = 0 | |
| users_dict = dict() | |
| songs_dict = dict() | |
| # reading songs into a dictionary object | |
| lines = songs_file.readlines() | |
| for line in lines: | |
| line = line.strip() | |
| songs_dict[line] = songs_count | |
| songs_count = songs_count + 1 | |
| #print songs_count | |
| #print songs_dict | |
| songs_file.close() | |
| # reading users into a dictionary object | |
| lines = users_file.readlines() | |
| for line in lines: | |
| line = line.strip() | |
| users_dict[line] = users_count | |
| users_count = users_count + 1 | |
| #print users_count | |
| #print users_dict.values() | |
| users_file.close() | |
| #reading dataset | |
| # reading songs into a dictionary object | |
| while 1: | |
| lines = dataset_file.readlines(1000000) | |
| if not lines: | |
| break | |
| for line in lines: | |
| line = line.strip() | |
| (user, song, freq) = line.split() | |
| user = user.strip() | |
| if (users_dict.haskey(user) == False): | |
| users_dict[user] = users_count + 1; | |
| song = song.strip() | |
| if (songs_dict.haskey(song) == False): | |
| songs_dict[song] = songss_count + 1; | |
| freq = freq.strip() | |
| print users_dict[user], songs_dict[song], freq | |
| dataset_file.close() |
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