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import os.path
import time
from django.contrib import messages
from django.db.models import Max,Count
from django.shortcuts import render,redirect,reverse
from django.views.generic import View,ListView,DetailView
from.forms import RegisterForm,LoginForm,CommentForm
from.model import User, Movie, Movie_rating, Movie_hot
BASE=os.path.dirname(os.path.abspath(__file__))
class IndexView(ListView):
model=Movie
template_name='movie/index.html'
paginatee_by=15
context_objject_name='movies'
ordering='imdb_id'
page_kwarg='p'
def get_queryset(self):
return Movie.objects.filter(imdb_id__lte=1000)
def get_context_data(self,*,object_list=None,**kwargs):
context=super(IndexView,self).get_context_data(**kwargs)
paginator=context.get('paginator')
page_obj=context.get('page_obj')
pagination_data=self.get_pagination_data(paginator,page_obj)
context.updata(pagination_data)
return context
def get_pagination_data(self,paginator,page_obj,around_count=2):
current_page=page_obj.number
if current_page<=around_count+2:
left_pages=range(1,current_page)
left_has_more=False
else:
left_pages=range(current_page-around_count,current_page)
left_has_more=True
if current_page>=paginator.num_pages-around_count-1:
right_pages=range(current_page+1,paginator.num_pages+1)
right_has_more=False
else:
right_pages=range(current_page+1,current_page+around_count+1)
right_has_more=True
return{
'left_pages':left_pages,
'right_pages':right_pages,
'current_page':current_page,
'left_has__more':left_has_more,
'right_has__more':right_has_more
}
class PopularMovieView(ListView):
model=Movie_hot
template_name='movie/hot.html'
paginate_by=15
context_object_name='movies'
page_kwarg='p'
def get_queryset(self):
movies=Movie.objects.annotate(nums=Count('movie_rating__score')).order_by('-nums')[:100]
for movie in movies:
record=Movie_hot(movie=movie,rating_number=movie.nums)
record.save()
hot_movies=Movie_hot.objects.all().values("movie_id")
movies=Movie.objects.filter(id__in=hot_movies).ammotate(nums=Max('movie_hot__num')).order_by('-nums')
return movies
def get_context_data(self,*,object_list=None,**kwargs):
context=super(PopularMovieView,self).get_context_data(**kwargs)
paginator=context.get('paginator')
page_obj=context.get('page_obj')
pagination_data=self.get_pagination_data(paginator,page_obj)
context.updata(pagination_data)
return context
def get_pagination_data(self,paginator,page_obj,around_count=2):
current_page=page_obj.number
if current_page<=around_count+2:
left_pages=range(1,current_page)
left_has_more=False
else:
left_pages=range(current_page-around_count,current_page)
left_has_more=True
if current_page>=paginator.num_pages-around_count-1:
right_pages=range(current_page+1,paginator.num_pages+1)
right_has_more=False
else:
right_pages=range(current_page+1,current_page+around_count+1)
right_has_more=True
return{
'left_pages':left_pages,
'right_pages':right_pages,
'current_page':current_page,
'left_has__more':left_has_more,
'right_has__more':right_has_more
}
class TagView(ListView):
model=Movie
template_name='movie/tag.html'
paginate_by=15
context_object_name='movies'
page_kwarg='p'
def get_queryset(self):
if 'genre' not in self.request.GET.dict().keys():
movies=Movie.objects.all()
return movies[100:200]
else:
movies=Movie.objects.filter(genre__name=self.request.GET.dict()['genre'])
print(movies)
return movies[:100]
def get_context_data(self,*,object_list=None,**kwargs):
context=super(TagView,self).get_context_data(**kwargs)
if "genre" in self.request.GET.dict().keys():
genre=self.request.GET.dict()['genre']
context.update({'genre':genre})
paginator=context.get('paginator')
page_obj=context.get('page_obj')
pagination_data=self.get_pagination_data(paginator,page_obj)
context.updata(pagination_data)
return context
def get_pagination_data(self,paginator,page_obj,around_count=2):
current_page=page_obj.number
if current_page<=around_count+2:
left_pages=range(1,current_page)
left_has_more=False
else:
left_pages=range(current_page-around_count,current_page)
left_has_more=True
if current_page>=paginator.num_pages-around_count-1:
right_pages=range(current_page+1,paginator.num_pages+1)
right_has_more=False
else:
right_pages=range(current_page+1,current_page+around_count+1)
right_has_more=True
return {
'left_pages':left_pages,
'right_pages':right_pages,
'current_page':current_page,
'left_has__more':left_has_more,
'right_has__more':right_has_more
}
class SearchView(ListView):
model=Movie
template_name='movie/search.html'
paginate_by=15
context_object_name='movies'
page_kwarg='p'
def get_queryset(self):
movies=Movie.objects.filter(name__icontains=self.request.GET.dict()['keyword'])
return movies
def get_context_data(self,*,object_list=None,**kwargs):
context=super(SearchView,self).get_context_data(**kwargs)
paginator=context.get('paginator')
page_obj=context.get('page_obj')
pagination_data=self.get_pagination_data(paginator,page_obj)
context.updata(pagination_data)
context.updata({'keyword':self.request.GET.dict()['keyword']})
return context
def get_pagination_data(self,paginator,page_obj,around_count=2):
current_page=page_obj.number
if current_page<=around_count+2:
left_pages=range(1,current_page)
left_has_more=False
else:
left_pages=range(current_page-around_count,current_page)
left_has_more=True
if current_page>=paginator.num_pages-around_count-1:
right_pages=range(current_page+1,paginator.num_pages+1)
right_has_more=False
else:
right_pages=range(current_page+1,current_page+around_count+1)
right_has_more=True
return {
'left_pages':left_pages,
'right_pages':right_pages,
'current_page':current_page,
'left_has__more':left_has_more,
'right_has__more':right_has_more
}
class RegisterView(View):
def get(self,request):
return render(request,'movie/register.html')
def post(self,request):
form=RegisterForm(request.POST)
if form.is_valid():
form.save()
return redirect(reverse('movie.index'))
else:
errors=form.get_errors()
for error in errors:
messages.info(request,error)
print(form.errors.get_json_data())
return redirect(reverse('movie:register'))
class LoginView(View):
def get(self,request):
return render(request,'movie/login.html')
def post(self,request):
form=LoginForm(request.POST)
if form.is_valid():
name=form.cleaned_data.get('name')
pwd=form.cleaned_data.get('password')
remember=form.cleaned_data.get('remember')
user=User.objects.filter(name=name,password=pwd).first()
if user:
if remember:
request.session.set_expiry(None)
else:
request.session.set_expiry(0)
request.session['user_id']=user.id
return redirect(reverse('movie.index'))
else:
messages.info(request,'用户名或密码错误')
return redirect(reverse('movie:login'))
else:
errors=form.get_errors()
for error in errors:
messages.info(request,error)
return redirect(reverse('movie:login'))
def UserLogout(request):
request.session.set_expiry(-1)
return redirect(reverse('movie:index'))
class MovieDetailView(DetailView):
model=Movie
template_name='movie/detail.html'
context_object_name = 'movie'
def get_context_data(self,**kwargs):
context=super().get_context_data(**kwargs)
login=True
try:
user_id=self.request.session['user_id']
except KeyError as e:
login=False
pk=self.kwargs['pk']
movie=Movie.objects.get(pk=pk)
if login:
user=User.objects.get(pk=user_id)
rating=Movie_rating.objects.filter(user=user,movie=movie).first()
score=0
comment=''
if rating:
score=rating.score
comment=rating.comment
context.update({'score':score,'comment':comment})
similary_movies=movie.get_similarity()
context.update({'similary_movies':similary_movies})
context.update({'login':login})
return context
def post(self,request,pk):
form=CommentForm(request.POST)
if form.is_valid():
score=form.cleaned_data.get('score')
comment=form.cleaned_data.get('comment')
user_id=request.session['user_id']
user=User.objects.get(pk=user_id)
movie=Movie.objects.get(pk=pk)
rating=Movie_rating.objects.filter(user=user,movie=movie).first()
if rating:
rating.score=score
rating.comment=comment
rating.save()
else:
rating=Movie_rating(user=user,movie=movie,score=score,comment=comment)
rating.save()
messages.info(request,"评论成功!")
else:
messages.info(request,"评论不能为空!")
return redirect(reverse('movie:detail',args=(pk,)))
class RatingHistoryView(DetailView):
model=User
template_name='movie/history.html'
qcontext_object_name='user'
def get_context_data(self,**kwargs):
context=super().get_context_data(**kwargs)
user_id=self.request.session['user_id']
user=User.objects.get(pk=user_id)
ratings=Movie_rating.objects.filter(user=user).order_by('-score')
context.update({'ratings':ratings})
return context
def delete_recode(request,pk):
movie=Movie.objects.get(pk=pk)
user_id=request.session['user_id']
user=User.objects.get(pk=user_id)
rating=Movie_rating.objects.get(user=user,movie=movie)
rating.delete()
messages.info(request,f'删除{movie.name}评分记录成功!')
return redirect(reverse('movie:history',args=(user_id,)))
class RecommendMovieView(ListView):
model=Movie
template_name='movie/recommend.html'
paginate_by=15
context_object_name='movies'
ordering='movie_rating__score'
page_kwarg='p'
def __int__(self):
super().__init__()
self.K=20
self.N=10
self.cur_user_movie_qs=None
def get_user_sim(self):
user_sim_dct=dict()
cur_user_id=self.request.session['user_id']
cur_user=User.objects.get(pk=cur_user_id)
other_users=User.objects.exclude(pk=cur_user_id)
self.cur_user_movie_qs=Movie.objects.filter(user=cur_user)
for user in other_users:
user_sim_dct[user.id]=len(Movie.objects.filter(user=user)&self.cur_user_movie_qs)
print("user similarity calculated!")
return sorted(user_sim_dct.items(),key=lambda x:-x[1][:self.K])
def get_recommend_movie(self,user_lst):
movie_val_dct=dict()
for user in user_lst:
movie_set=Movie.objects.filter(user=user).exclude(id__in=self.cur_user_movie_qs).annotate(score=Movie('movie_rating__score')*Movie('movie_rating__score'))
for movie in movie_set:
movie_val_dct.setdefault(movie,0)
movie_val_dct[movie]+=movie.score
return sorted(movie_val_dct.items(),key=lambda x:-x[1])[:self.N]
def get_queryset(self):
s=time.time()
user_lst=self.get_user_sim()
movie_lst=self.get_recommend_movie(user_lst)
result_lst=[]
for movie, in movie_lst:
result_lst.append(movie)
e=time.time()
print(f"算法推荐用时:[e-s]秒")
return result_lst
def get_context_data(self,*,object_list=None,**kwargs):
context=super(RecommendMovieView,self).get_context_data(**kwargs)
print(context)
paginator=context.get('pagginator')
page_obj=context.get('page_obj')
pagination_data=self.get_pagination_data(paginator,page_obj)
context.update(pagination_data)
return context
def get_pagination_data(self,paginator,page_obj,around_count=2):
current_page=page_obj.number
if current_page<=around_count+2:
left_pages=range(1,current_page)
left_has_more=False
else:
left_pages=range(current_page-around_count,current_page)
left_has_more=True
if current_page>=paginator.num_pages-around_count-1:
right_pages=range(current_page+1,paginator.num_pages+1)
right_has_more=False
else:
right_pages=range(current_page+1,current_page+around_count+1)
right_has_more=True
return {
'left_pages':left_pages,
'right_pages':right_pages,
'current_page':current_page,
'left_has__more':left_has_more,
'right_has__more':right_has_more
}