Mercurial > hg > hybrid-music-recommender-using-content-based-and-social-information
changeset 10:cc503565339e
Downloading a preview mp3 subset from 7digital
| author | Paulo Chiliguano <p.e.chiliguano@se14.qmul.ac.uk> |
|---|---|
| date | Wed, 15 Jul 2015 19:25:16 +0100 |
| parents | 5b45b9f0540e |
| children | 38f44dd7e54b |
| files | Code/preview_clip.py Code/preview_mp3.py Code/read_taste_profile.py Dataset/echonest.txt |
| diffstat | 4 files changed, 1715 insertions(+), 48 deletions(-) [+] |
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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/Code/preview_clip.py Wed Jul 15 19:25:16 2015 +0100 @@ -0,0 +1,35 @@ +# -*- coding: utf-8 -*- +""" +Created on Wed Jul 15 00:41:44 2015 + +@author: paulochiliguano +""" + +import csv +import time +from pyechonest import song, config + +config.ECHO_NEST_API_KEY="LINDFDUTQZQ781IE8" +with open('/homes/pchilguano/dataset/test_echonest.txt', 'rb') as input, open('/homes/pchilguano/dataset/test_echonest_url.txt', 'wb') as output: + writer = csv.writer(output, delimiter=',') + #for i in xrange(1412): + # input.readline() + next = input.readline() + while next != "": + try: + s = song.Song(next[:-2]) + except IndexError: + time.sleep(3) + next = input.readline() + else: + time.sleep(3) + ss_tracks = s.get_tracks('7digital-UK') + time.sleep(3) + #print(len(ss_tracks)) + if len(ss_tracks) != 0: + ss_track = ss_tracks[0] + preview_url = ss_track.get('preview_url') + print([next[:-2], preview_url]) + writer.writerow([next[:-2], preview_url]) + next = input.readline() + \ No newline at end of file
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/Code/preview_mp3.py Wed Jul 15 19:25:16 2015 +0100 @@ -0,0 +1,35 @@ +# -*- coding: utf-8 -*- +""" +Spyder Editor + +This is a temporary script file. +""" + + + +import oauth2 as oauth +import csv +import time +import webbrowser + +consumer_key = '7ds28qendsk9' +consumer_secret = 'm5nsktn3hu6x45cy' +consumer = oauth.Consumer(consumer_key, consumer_secret) + +with open('C:\Users\Paulo\Documents\Queen Mary\MSc Project\Dataset\echonest.txt', 'rb') as input: + idreader = csv.reader(input) + for row in idreader: + request_url = row[1] + req = oauth.Request(method="GET", url=request_url,is_form_encoded=True) + req['oauth_timestamp'] = oauth.Request.make_timestamp() + req['oauth_nonce'] = oauth.Request.make_nonce() + req['country'] = "GB" + sig_method = oauth.SignatureMethod_HMAC_SHA1() + req.sign_request(sig_method, consumer, token=None) + #print req.to_url() + new = 2 # open in a new tab, if possible + # open a public URL, in this case, the webbrowser docs + webbrowser.open(req.to_url(),new=new) + time.sleep(22) + +
--- a/Code/read_taste_profile.py Tue Jul 14 23:48:23 2015 +0100 +++ b/Code/read_taste_profile.py Wed Jul 15 19:25:16 2015 +0100 @@ -15,64 +15,59 @@ # track = ''.join(['SO',str(file)[2:-3]]) # print(track) # writer.writerow([track]) - -#with open('/homes/pchilguano/dataset/cal10kHDF5.csv', 'rb') as f: -# reader = csv.reader(f) -# your_list = list(reader) -# your_list.sort() -# chain = list(itertools.chain(*your_list)) +# Read songIDs from Million Song Dataset songID-trackID mismatches +with open('/homes/pchilguano/dataset/sid_mismatches.txt', 'rb') as f, open('/homes/pchilguano/dataset/sid_mismatches_song.txt', 'wb') as out: + writer = csv.writer(out, delimiter=',') + next = f.readline() + while next != "": + writer.writerow([next[8:26]]) + #print(next[8:26]) + next = f.readline() -#store = pd.HDFStore('/homes/pchilguano/dataset/store.h5') -location = r'~/dataset/train_triplets.txt' -chunksize = 10000 -count = 0 -frame = pd.DataFrame() -for chunk in pd.read_csv(location, delim_whitespace=True, header=None, names=['user','song','plays'], chunksize=chunksize): - #chunk.sort(columns='song') - #frame = chunk.query('song == your_list') - frame = frame.append(chunk.pivot(index='user', columns='song', values='plays'), ignore_index=True) - count = count + 1 - print(count) - #for item in your_list: - #chunk['song'].isin(item) - #store.append('df', chunk[chunk['song'].isin(item)]) -#store.close() - - +# Read unique songIDs from Taste Profile dataset +location = r'~/dataset/train_triplets.txt' df = pd.read_csv(location, delim_whitespace=True, header=None, names=['user','song','plays']) ddf = df.drop_duplicates(subset = 'song') ddf.to_csv('train_triplets_song.csv',columns=['song'], header=False, index=False) -with open('/homes/pchilguano/dataset/sid_mismatches.txt', 'rb') as f, open('/homes/pchilguano/dataset/sid_mismatches_song.txt', 'wb') as out: - writer = csv.writer(out, delimiter=',') - next = f.readline() - while next != "": - writer.writerow([next[8:26]]) - print(next[8:26]) - next = f.readline() -#mismatch.to_csv('sid_mismatches_song.csv',columns=1, header=False, index=False) +with open('/homes/pchilguano/dataset/sid_mismatches_song.txt', 'rb') as input1, open('/homes/pchilguano/dataset/train_triplets_song.csv', 'rb') as input2, open('/homes/pchilguano/dataset/test_echonest1.txt', 'wb') as output: + reader1 = csv.reader(input1) + reader2 = csv.reader(input2) + l1 = list(reader1) + l1.sort() + l2 = list(reader2) + l2.sort() + l3 = [x for x in l1 if x not in l2] + + +with open('/homes/pchilguano/dataset/test_echonest.txt', 'rb') as f: + reader = csv.reader(f) + your_list = list(reader) + your_list.sort() + chain = list(itertools.chain(*your_list)) -from pyechonest import song, config -config.ECHO_NEST_API_KEY="LINDFDUTQZQ781IE8" -with open('/homes/pchilguano/dataset/test_echonest.txt', 'rb') as input, open('/homes/pchilguano/dataset/test_echonest_url.txt', 'wb') as output: - writer = csv.writer(output, delimiter=',') - next = input.readline() - while next != "": - time.sleep(1) - s = song.Song(next[:-2]) - time.sleep(1) - ss_tracks = s.get_tracks('7digital-UK') - print(len(ss_tracks)) - if len(ss_tracks) != 0: - ss_track = ss_tracks[0] - preview_url = ss_track.get('preview_url') - print(preview_url) - writer.writerow([next[:-2], preview_url]) - next = input.readline() +#store = pd.HDFStore('/homes/pchilguano/dataset/store.h5') + +chunksize = 20000 +count = 0 +frame = pd.DataFrame() +for chunk in pd.read_csv(location, delim_whitespace=True, header=None, names=['user','song','plays'], chunksize=chunksize): + chunk = chunk.sort(columns='song') + chunk = chunk[chunk['song'].isin(chain)] + #frame = chunk.query('song == your_list') + frame = frame.append(chunk.pivot(index='user', columns='song', values='plays'), ignore_index=True) + count = count + 1 + print([count, frame.shape]) + #for item in your_list: + # chunk = chunk[chunk['song'].isin(item)] + #store.append('df', chunk[chunk['song'].isin(item)]) +#store.close() + + df = store['df'] chunks = (df.groupby().sum() for df in store.select('df', chunksize=500)) res = next(chunks) # will raise if there are no chunks!
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