main
wzy 6 months ago
parent 884b2e6289
commit 6b72d87384

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# 默认忽略的文件
/shelf/
/workspace.xml
# 基于编辑器的 HTTP 客户端请求
/httpRequests/
# Datasource local storage ignored files
/dataSources/
/dataSources.local.xml

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<?xml version="1.0" encoding="UTF-8"?>
<module type="PYTHON_MODULE" version="4">
<component name="FacetManager">
<facet type="django" name="Django">
<configuration>
<option name="rootFolder" value="$MODULE_DIR$" />
<option name="settingsModule" value="" />
<option name="manageScript" value="manage.py" />
<option name="environment" value="&lt;map/&gt;" />
<option name="doNotUseTestRunner" value="false" />
<option name="trackFilePattern" value="" />
</configuration>
</facet>
</component>
<component name="NewModuleRootManager">
<content url="file://$MODULE_DIR$">
<excludeFolder url="file://$MODULE_DIR$/.venv" />
</content>
<orderEntry type="inheritedJdk" />
<orderEntry type="sourceFolder" forTests="false" />
</component>
<component name="TemplatesService">
<option name="TEMPLATE_CONFIGURATION" value="Django" />
</component>
</module>

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<component name="InspectionProjectProfileManager">
<settings>
<option name="USE_PROJECT_PROFILE" value="false" />
<version value="1.0" />
</settings>
</component>

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<?xml version="1.0" encoding="UTF-8"?>
<project version="4">
<component name="Black">
<option name="sdkName" value="Python 3.12 (djangoProject2)" />
</component>
<component name="ProjectRootManager" version="2" project-jdk-name="Python 3.12 (djangoProject2)" project-jdk-type="Python SDK" />
</project>

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<?xml version="1.0" encoding="UTF-8"?>
<project version="4">
<component name="ProjectModuleManager">
<modules>
<module fileurl="file://$PROJECT_DIR$/.idea/djangoProject2.iml" filepath="$PROJECT_DIR$/.idea/djangoProject2.iml" />
</modules>
</component>
</project>

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import pymysql
pymysql.install_as_MySQLdb()

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"""
Django settings for djangoProject2 project.
Generated by 'django-admin startproject' using Django 5.0.6.
For more information on this file, see
https://docs.djangoproject.com/en/5.0/topics/settings/
For the full list of settings and their values, see
https://docs.djangoproject.com/en/5.0/ref/settings/
"""
import os
BASE_DIR = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
SECRET_KEY = 'django-insecure-p&$li#_laqa0p0il+ibs8cxcitn6d8s$iv8p05_7g=l)+1tp&s'
DEBUG = True
ALLOWED_HOSTS = []
INSTALLED_APPS = [
'django.contrib.admin',
'django.contrib.auth',
'django.contrib.contenttypes',
'django.contrib.sessions',
'django.contrib.messages',
'django.contrib.staticfiles',
'movie'
]
MIDDLEWARE = [
'django.middleware.security.SecurityMiddleware',
'django.contrib.sessions.middleware.SessionMiddleware',
'django.middleware.common.CommonMiddleware',
'django.middleware.csrf.CsrfViewMiddleware',
'django.contrib.auth.middleware.AuthenticationMiddleware',
'django.contrib.messages.middleware.MessageMiddleware',
'django.middleware.clickjacking.XFrameOptionsMiddleware',
]
ROOT_URLCONF = 'djangoProject2.urls'
TEMPLATES = [
{
'BACKEND': 'django.template.backends.django.DjangoTemplates',
'DIRS': [os.path.join(BASE_DIR,'templates')],
'APP_DIRS': True,
'OPTIONS': {
'context_processors': [
'django.template.context_processors.debug',
'django.template.context_processors.request',
'django.contrib.auth.context_processors.auth',
'django.contrib.messages.context_processors.messages',
''
],
},
},
]
WSGI_APPLICATION = 'djangoProject2.wsgi.application'
# Database
# https://docs.djangoproject.com/en/5.0/ref/settings/#databases
DATABASES = {
'default': {
'ENGINE': 'django.db.backends.mysql',
'NAME': 'db_movie_recommend',
'USER': 'root',
'PASSWORD': '123456',
'HOST': 'localhost',
'PORT': '3306',
}
}
# Password validation
# https://docs.djangoproject.com/en/5.0/ref/settings/#auth-password-validators
AUTH_PASSWORD_VALIDATORS = [
{
'NAME': 'django.contrib.auth.password_validation.UserAttributeSimilarityValidator',
},
{
'NAME': 'django.contrib.auth.password_validation.MinimumLengthValidator',
},
{
'NAME': 'django.contrib.auth.password_validation.CommonPasswordValidator',
},
{
'NAME': 'django.contrib.auth.password_validation.NumericPasswordValidator',
},
]
# Internationalization
# https://docs.djangoproject.com/en/5.0/topics/i18n/
LANGUAGE_CODE = 'en-us'
TIME_ZONE = 'UTC'
USE_I18N = True
USE_TZ = True
# Static files (CSS, JavaScript, Images)
# https://docs.djangoproject.com/en/5.0/howto/static-files/
STATIC_URL = 'static/'
STATICFILES_DIRS=[
os.path.join(BASE_DIR,'static'),
]

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from django.contrib import admin
from django.urls import path,include
from.views import index,star
urlpatterns = [
path('admin/', admin.site.urls),
path('',index),
path('movie/',include('movie.urls')),
]

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from django.shortcuts import render
def index(request):
return render(request,'index.html')
def star(request):
return render(request,'movie/star.html')

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import os
from django.core.wsgi import get_wsgi_application
os.environ.setdefault('DJANGO_SETTINGS_MODULE', 'Movie recommendation system.settings')
application = get_wsgi_application()

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#!/usr/bin/env python
"""Django's command-line utility for administrative tasks."""
import os
import sys
def main():
"""Run administrative tasks."""
os.environ.setdefault('DJANGO_SETTINGS_MODULE', 'djangoProject2.settings')
try:
from django.core.management import execute_from_command_line
except ImportError as exc:
raise ImportError(
"项目未安装 Django 库,请安装 Django 库。"
) from exc
execute_from_command_line(sys.argv)
if __name__ == '__main__':
main()

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from django.contrib import admin
from movie.model import User,Genre,Movie_hot,Movie_rating,Movie_similarity
admin.site.site_title="电影推荐系统后台管理系统"
admin.site.site_header="电影推荐系统——后台管理系统"
admin.site.index_title="电影推荐系统"
@admin.register(User)
class UserAdmin(admin.ModelAdmin):
list_display=['id','name','password','email']
search_fields=['name','email']
list_per_page=12
ordering=['id']
@admin.register(Genre)
class GenreAdmin(admin.ModelAdmin):
list_display=['id','name']
search_fields=['name']
list_per_page=12
ordering=['id']
@admin.register(Movie)
class MovieAdmin(admin.ModelAdmin):
list_display=['id','name','imdb_id','time','release_time','intro','director','writers','actor']
search_fields=['name','intro','writers','actor']
list_per_page=6
ordering=['id']
@admin.register(Movie_hot)
class Movie_hotAdmin(admin.ModelAdmin):
list_display=['id','movie','rating_number']
search_fields=['movie']
list_per_page=6
ordering=['-rating_number']
@admin.register(Movie_rating)
class Movie_ratingAdmin(admin.ModelAdmin):
list_display=['id','user','movie','score','comment']
search_fields=['user','movie']
list_per_page=6
ordering=['-score']
@admin.register(Movie_similarity)
class Movie_similarityAdmin(admin.ModelAdmin):
list_display=['id','movie_source','movie_target','similarity']
search_fields=['movie_source','movie_source']
list_per_page=6
ordering=['-similarity']

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from django.apps import AppConfig
class MovieConfig(AppConfig):
name = 'movie'
verbose_name='电影推荐系统'

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from.models import User
def movie_user(request):
user_id=request.session.get('user_id')
context={}
if user_id:
try:
user=User.objects.get(pk=user_id)
context['movie_user']=user
except:
pass
return context

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from django import forms
from movie.models import User,Movie_rating
class RegisterForm(forms.ModelForm):
password_repeat=forms.CharField(max_length=256)
def get_erros(self):
erros=self.erros.get_json_data()
erros_lst=[]
for messages in erros.values():
for messages_dict in messages:
for key,message in message_dict.items():
if key=='messasge':
erros_lst.apppend(message)
return erros_lst
def clean(self):
cleaned_data=super(RegisterForm,self).clean()
pwd=cleaned_data.get('password')
password_repeat=cleaned_data.get('password_repeat')
if pwd!=password_repeat:
raise forms.ValidationError(message='两次密码输入不一致!')
return cleaned_data
class Meta:
model=User
fields=['name','password','email']
class LoginForm(forms.modelForm):
name=forms.CharField(max_length=128)
remember=forms.IntegerField(required=False)
class Mate:
model=User
fields=['password']
def get_error(self):
errors=self.errors.get_json_data()
errors_lst=[]
for messages in errors.values():
for message_dict in messsages:
for key.message in message_dict.items():
if key=='messasge':
errors_lst.append(message)
return errors_lst
class CommentForm(forms.ModelForm):
def clean(self)
cleaned_data=super(CommentForm,self).clean()
score=cleaned_data.get('score')
if score<0 or score>5:
raise forms.ValidationError(message='评分不能为空!')
else:
return cleaned_data
class Meta:
model=Movie_rating
fields=['score','comment']

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from django.db import models
from django.db.models import Avg
class Genre(models.Model):
name = models.CharField(max_length=100,verbose_name="类型")
class Meta:
db_table='Genre'
verbose_name='电影类型'
verbose_name_plural='电影类型'
def __str__(self):
return self.name
class Movie(models.Model):
name=models.CharField(max_length=256,verbose_name="电影名")
imdb_id=models.integerField(verbose_name="imdb_id")
time=models.CharField(max_length=256,blank=True,verbose_name="时长")
genre=models.ManyToManyField(Genre,verbose_name="类型")
release_time=models.CharField(max_length=256,blank=True,verbose_name="发行时间")
intro=models.TextField(blank=True,verbose_name="简介")
director=models.CharField(max_length=256,blank=True,verbose_name="导演")
actor=models.CharField(max_length=256,blank=True,verbose_name="演员")
writers=models.CharField(max_length=256,blank=True,verbose_name="编剧")
movie_similarity=models.ManyToManyField('self',through="Movie_similarity",symmetrical=False,verbose_name="相似电影")
class Meta:
db_table='Movie'
verbose_name='电影信息'
verbose_name_plural='电影信息'
def __str__(self):
return f"<Movie:{self.name},{self.imdb_id}>"
def get_score(self):
result_dct=self.movie_rating_set.aaggregate(Avg('score'))
try:
result=round(result_dct['score__avg'],1)
except TypeError:
return 0
else:
return result
def get_user_score(self,user):
return self.movie_rating_set.filter(user=user).values('score')
def get_score_int_range(self):
return range(int(self.get_score()))
def get_genre(self):
genre_dct=self.genre.all().values('name')
genre_lst=[]
for dct in genre_dct.values():
genre_lst.append(dct['name'])
return genre_lst
def get_similarity(self,k=5):
similarity_movies=self.movie_similarity.all()[:k]
return similarity_movies
class Movie_similarity(models.Model):
movie_source=models.ForeignKey(Movie,related_name='movie_source',on_delete=models.CASCADE)
movie_target=models.ForeignKey(Movie,related_name='movie_target',on_delete=models.CASCADE)
similarity=models.FloatField(verbose_name="相似度")
class Meta:
verbose_name='电影相似度'
verbose_name_plural='电影相似度'
class User(models.Model):
name=models.CharField(max_length=128,unique=True,verbose_name="用户名")
password=models.CharField(max_length=256,verbose_name="密码")
email=models.EmailField(unique=True,verbose_name="邮箱")
rating_movies=models.ManyToManyField(Movie,through="Movie_rating")
def __str__(self):
return self.name
class Meta:
db_table='Usser'
verbose_name='用户信息'
verbose_name_plural='用户信息'
class Movie_rating(models.Model):
user=models.ForeignKey(Usser,on_delete=models.CASCADE,unique=False,verbose_name="用户")
movie=models.ForeignKey(Movie,on_delete=models.CASCADE,unique=False,verbose_name="电影")
score=models.FloatField(verbose_name="评分")
comment=models.TextField(blank=True,verbose_name="评论")
class Meta:
db_table='Movie_rating'
verbose_name='电影评分信息'
verbose_name_plural='电影评分信息'
class Movie_hot(model.Model):
movie=models.ForeignKey(Movie,on_delete=models.CASCADE,verbose_name="电影名")
rating_number=models.IntegereField(verbose_name="评分人数")
class Meta:
db_table='Movie_hot'
verbose_name='最热电影'
verbose_name_plural='最热电影'
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