def recommend(self, i, id, location, num):
print(id + "\t" + num + "\t" + i + '\t' +
urllib.unquote(location).decode('utf-8'))
location = urllib.unquote(location).decode('utf-8')
conf = Config('../config/UserKNN.conf')
if num is None or num < 3:
num = 3
if int(i) == 1:
sysRec = RecQ(conf)
sysRec.execute()
model_f = open(conf['model.file'])
lr = []
for line in model_f:
l = line.split(' ')
if str(l[0]) == str(id):
lr.append(line)
print("l:{}".format(l))
l = []
for r in lr:
rs = str(r).split(' ')
if len(l) < int(num):
l.append(rs[1])
print("r :{}".format(rs[1]))
s = []
lt = []
with open(conf['stock.file']) as f:
for ind, line in enumerate(f):
if line.strip() <> '':
li = line.split("\t")
x = li[0]
e = li[1]
loc = li[2]
if len(l) == 0:
s.append(str(x))
else:
b_append = False
for k in l:
if e == k:
lt.append(str(x))
elif location == loc.decode('utf-8'):
b_append = True
if b_append:
s.append(str(x))
le = len(s)
print(le)
if le > (int(num) - len(l)):
ret = random.sample(s, int(num) - len(l))
for r in ret:
lt.append(r)
else:
for r in s:
lt.append(r)
return {"list": [lt], "code": 200}
conf = Config('../config/ItemMean.conf')
elif order == 'b3':
conf = Config('../config/MostPopular.conf')
elif order == 'b4':
conf = Config('../config/rand.conf')
elif order == 'd1':
conf = Config('../config/APR.conf')
elif order == 'd2':
conf = Config('../config/CDAE.conf')
elif order == 'd3':
conf = Config('../config/DMF.conf')
elif order == 'd4':
conf = Config('../config/NeuMF.conf')
elif order == 'd5':
conf = Config('../config/CFGAN.conf')
else:
print 'Error num!'
exit(-1)
recSys = RecQ(conf)
recSys.execute()
e = time.time()
print "Run time: %f s" % (e - s)
elif order == 9:
conf = Config('../config/PMF.conf')
elif order == 10:
conf = Config('../config/TrustMF.conf')
elif order == 11:
conf = Config('../config/SocialMF.conf')
elif order == 12:
conf = Config('../config/SoRec.conf')
elif order == 13:
conf = Config('../config/SoReg.conf')
elif order == 14:
conf = Config('../config/SVD++.conf')
elif order == 15:
conf = Config('../config/EE.conf')
else:
print 'Error num!'
exit(-1)
RecQ = RecQ(conf)
RecQ.execute()
e = time.clock()
print "Run time: %f s" % (e - s)