def user(request):
if request.method == "GET":
return HttpResponse("nothing")
if request.method == "POST":
login_request = json.loads(request.body)
try:
login_user = User.objects.get(login_id=login_request["id"])
if login_user.password == login_request["password"]:
jsonData = OrderedDict()
jsonData["u_id"] = login_user.u_id
return HttpResponse(json.dumps(jsonData, ensure_ascii=False, indent="\t"), content_type="application/json")
else:
return HttpResponse("user.post.fail:wrongPassword")
except User.DoesNotExist:
return HttpResponse("user.post.fail:notExists")
if request.method == "PUT":
signUp_request = json.loads(request.body)
if User.objects.filter(login_id=signUp_request["id"]).exists():
return HttpResponse("user.put.fail:idExists")
new_user = User(name=signUp_request["name"], birth_date=signUp_request["birthDate"],
login_id=signUp_request["id"], password=signUp_request["password"])
new_user.save()
return HttpResponse("user.put.success")
if request.method == "DELETE":
return HttpResponse("nothing")
def register(request):
if request.method == 'POST':
form = RegisterForm(request.POST)
if form.is_valid():
data = form.cleaned_data
name = data['name']
email = data['email']
passwd = data['passwd']
person = User(name=name, email=email, passwd=passwd)
person.save()
return HttpResponseRedirect('/movie/')
else:
form = RegisterForm()
return render_to_response('register.html',
{'form': form},
context_instance=RequestContext(request))
def fileToDB(request):
print("===========================")
print("----- fileToDB start -----")
print(datetime.datetime.now())
count = 1
data = recommender.data_for_db("C:\\Users\\isaac\\Desktop\\project\\server")
# 디비에 저장
print("transfer user data")
print(datetime.datetime.now())
for i in range(1, data.user_num + 1):
if i % 100 == 0:
print("doing : " + str(i))
newUser = User(u_id=i, login_id="test"+str(i), password="******"+str(i))
newUser.unknown_rate = data.user_profile[i][recommender._unknown]
newUser.action_rate = data.user_profile[i][recommender._action]
newUser.adventure_rate = data.user_profile[i][recommender._adventure]
newUser.animation_rate = data.user_profile[i][recommender._animation]
newUser.children_rate = data.user_profile[i][recommender._children]
newUser.comedy_rate = data.user_profile[i][recommender._comedy]
newUser.crime_rate = data.user_profile[i][recommender._crime]
newUser.documentary_rate = data.user_profile[i][recommender._documentary]
newUser.drama_rate = data.user_profile[i][recommender._drama]
newUser.fantasy_rate = data.user_profile[i][recommender._fantasy]
newUser.film_noir_rate = data.user_profile[i][recommender._film_noir]
newUser.horror_rate = data.user_profile[i][recommender._horror]
newUser.musical_rate = data.user_profile[i][recommender._musical]
newUser.mystery_rate = data.user_profile[i][recommender._mystery]
newUser.romance_rate = data.user_profile[i][recommender._romance]
newUser.sci_fi_rate = data.user_profile[i][recommender._sci_fi]
newUser.thriller_rate = data.user_profile[i][recommender._thriller]
newUser.war_rate = data.user_profile[i][recommender._war]
newUser.western_rate = data.user_profile[i][recommender._western]
newUser.unknown_num = data.user_profile[i][19 + recommender._unknown]
newUser.action_num = data.user_profile[i][19 + recommender._action]
newUser.adventure_num = data.user_profile[i][19 + recommender._adventure]
newUser.animation_num = data.user_profile[i][19 + recommender._animation]
newUser.children_num = data.user_profile[i][19 + recommender._children]
newUser.comedy_num = data.user_profile[i][19 + recommender._comedy]
newUser.crime_num = data.user_profile[i][19 + recommender._crime]
newUser.documentary = data.user_profile[i][19 + recommender._documentary]
newUser.drama_num = data.user_profile[i][19 + recommender._drama]
newUser.fantasy_num = data.user_profile[i][19 + recommender._fantasy]
newUser.film_noir_num = data.user_profile[i][19 + recommender._film_noir]
newUser.horror_num = data.user_profile[i][19 + recommender._horror]
newUser.musical_num = data.user_profile[i][19 + recommender._musical]
newUser.mystery_num = data.user_profile[i][19 + recommender._mystery]
newUser.romance_num = data.user_profile[i][19 + recommender._romance]
newUser.sci_fi_num = data.user_profile[i][19 + recommender._sci_fi]
newUser.thriller_num = data.user_profile[i][19 + recommender._thriller]
newUser.war_num = data.user_profile[i][19 + recommender._war]
newUser.western_num = data.user_profile[i][19 + recommender._western]
newUser.save()
print("transfer movie data")
print(datetime.datetime.now())
for i in range(1, data.movie_num + 1):
if i % 100 == 0:
print("doing : " + str(i))
newMovie = Movie(m_id=i, title=data.movies.movie_list[i].title)
newMovie.is_unknown = True if data.movie_profile[recommender._unknown][i] == 1 else False
newMovie.is_action = True if data.movie_profile[recommender._action][i] == 1 else False
newMovie.is_adventure = True if data.movie_profile[recommender._adventure][i] == 1 else False
newMovie.is_animation = True if data.movie_profile[recommender._animation][i] == 1 else False
newMovie.is_children = True if data.movie_profile[recommender._children][i] == 1 else False
newMovie.is_comedy = True if data.movie_profile[recommender._comedy][i] == 1 else False
newMovie.is_crime = True if data.movie_profile[recommender._crime][i] == 1 else False
newMovie.is_documentary = True if data.movie_profile[recommender._documentary][i] == 1 else False
newMovie.is_drama = True if data.movie_profile[recommender._drama][i] == 1 else False
newMovie.is_fantasy = True if data.movie_profile[recommender._fantasy][i] == 1 else False
newMovie.is_film_noir = True if data.movie_profile[recommender._film_noir][i] == 1 else False
newMovie.is_horror = True if data.movie_profile[recommender._horror][i] == 1 else False
newMovie.is_musical = True if data.movie_profile[recommender._musical][i] == 1 else False
newMovie.is_mystery = True if data.movie_profile[recommender._mystery][i] == 1 else False
newMovie.is_romance = True if data.movie_profile[recommender._romance][i] == 1 else False
newMovie.is_sci_fi = True if data.movie_profile[recommender._sci_fi][i] == 1 else False
newMovie.is_thriller = True if data.movie_profile[recommender._thriller][i] == 1 else False
newMovie.is_war = True if data.movie_profile[recommender._war][i] == 1 else False
newMovie.is_western = True if data.movie_profile[recommender._western][i] == 1 else False
newMovie.save()
print("transfer rating data")
print(datetime.datetime.now())
for i in range(1, data.user_num + 1):
if i % 20 == 0:
print("doing user : "******"----- fileToDB end -----")
print(datetime.datetime.now())
print("===========================")
print("===============================")
print("----- prepareSVDpp start -----")
print(datetime.datetime.now())
global td
temp = recommender.total_data()
print("----- prepareSVDpp end -----")
print(datetime.datetime.now())
print("===============================")
print("==========================")
print("----- doSVDpp start -----")
print(datetime.datetime.now())
temp.start_svd()
temp.start_prediction()
temp.start_recommendation()
td = temp
print("----- doSVDpp end -----")
print(datetime.datetime.now())
print("==========================")
return HttpResponse("fileToDB, doSVDpp가 완료되었습니다.")