'0605'

MoviesRecommend/.idea/MoviesRecommend.iml

@@ -0,0 +1,34 @@
+<?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="Movie_recommendation_system/settings.py" />
+        <option name="manageScript" value="$MODULE_DIR$/manage.py" />
+        <option name="environment" value="&lt;map/&gt;" />
+        <option name="doNotUseTestRunner" value="false" />
+        <option name="trackFilePattern" value="migrations" />
+      </configuration>
+    </facet>
+  </component>
+  <component name="NewModuleRootManager">
+    <content url="file://$MODULE_DIR$">
+      <excludeFolder url="file://$MODULE_DIR$/venv" />
+    </content>
+    <orderEntry type="jdk" jdkName="Python 3.12" jdkType="Python SDK" />
+    <orderEntry type="sourceFolder" forTests="false" />
+  </component>
+  <component name="PyDocumentationSettings">
+    <option name="format" value="PLAIN" />
+    <option name="myDocStringFormat" value="Plain" />
+  </component>
+  <component name="TemplatesService">
+    <option name="TEMPLATE_CONFIGURATION" value="Django" />
+    <option name="TEMPLATE_FOLDERS">
+      <list>
+        <option value="$MODULE_DIR$/templates" />
+      </list>
+    </option>
+  </component>
+</module>

MoviesRecommend/.idea/inspectionProfiles/Project_Default.xml

@@ -0,0 +1,254 @@
+<component name="InspectionProjectProfileManager">
+  <profile version="1.0">
+    <option name="myName" value="Project Default" />
+    <inspection_tool class="DuplicatedCode" enabled="true" level="WEAK WARNING" enabled_by_default="true">
+      <Languages>
+        <language minSize="3588" name="Python" />
+      </Languages>
+    </inspection_tool>
+    <inspection_tool class="Eslint" enabled="true" level="WARNING" enabled_by_default="true" />
+    <inspection_tool class="PyPackageRequirementsInspection" enabled="true" level="WARNING" enabled_by_default="true">
+      <option name="ignoredPackages">
+        <value>
+          <list size="218">
+            <item index="0" class="java.lang.String" itemvalue="greenlet" />
+            <item index="1" class="java.lang.String" itemvalue="yarg" />
+            <item index="2" class="java.lang.String" itemvalue="python-dateutil" />
+            <item index="3" class="java.lang.String" itemvalue="MarkupSafe" />
+            <item index="4" class="java.lang.String" itemvalue="pycparser" />
+            <item index="5" class="java.lang.String" itemvalue="coreschema" />
+            <item index="6" class="java.lang.String" itemvalue="docopt" />
+            <item index="7" class="java.lang.String" itemvalue="filelock" />
+            <item index="8" class="java.lang.String" itemvalue="backports.zoneinfo" />
+            <item index="9" class="java.lang.String" itemvalue="certifi" />
+            <item index="10" class="java.lang.String" itemvalue="gevent" />
+            <item index="11" class="java.lang.String" itemvalue="Werkzeug" />
+            <item index="12" class="java.lang.String" itemvalue="djangorestframework-jwt" />
+            <item index="13" class="java.lang.String" itemvalue="asgiref" />
+            <item index="14" class="java.lang.String" itemvalue="django-rest-swagger" />
+            <item index="15" class="java.lang.String" itemvalue="zope.interface" />
+            <item index="16" class="java.lang.String" itemvalue="gunicorn" />
+            <item index="17" class="java.lang.String" itemvalue="click" />
+            <item index="18" class="java.lang.String" itemvalue="simplejson" />
+            <item index="19" class="java.lang.String" itemvalue="platformdirs" />
+            <item index="20" class="java.lang.String" itemvalue="django-filter" />
+            <item index="21" class="java.lang.String" itemvalue="virtualenv" />
+            <item index="22" class="java.lang.String" itemvalue="charset-normalizer" />
+            <item index="23" class="java.lang.String" itemvalue="distlib" />
+            <item index="24" class="java.lang.String" itemvalue="openapi-codec" />
+            <item index="25" class="java.lang.String" itemvalue="PyMySQL" />
+            <item index="26" class="java.lang.String" itemvalue="idna" />
+            <item index="27" class="java.lang.String" itemvalue="PyJWT" />
+            <item index="28" class="java.lang.String" itemvalue="django-ckeditor" />
+            <item index="29" class="java.lang.String" itemvalue="cffi" />
+            <item index="30" class="java.lang.String" itemvalue="numpy" />
+            <item index="31" class="java.lang.String" itemvalue="requests" />
+            <item index="32" class="java.lang.String" itemvalue="importlib-metadata" />
+            <item index="33" class="java.lang.String" itemvalue="Jinja2" />
+            <item index="34" class="java.lang.String" itemvalue="django-prometheus" />
+            <item index="35" class="java.lang.String" itemvalue="sqlparse" />
+            <item index="36" class="java.lang.String" itemvalue="zipp" />
+            <item index="37" class="java.lang.String" itemvalue="urllib3" />
+            <item index="38" class="java.lang.String" itemvalue="djangorestframework" />
+            <item index="39" class="java.lang.String" itemvalue="itsdangerous" />
+            <item index="40" class="java.lang.String" itemvalue="zope.event" />
+            <item index="41" class="java.lang.String" itemvalue="django-cors-headers" />
+            <item index="42" class="java.lang.String" itemvalue="uritemplate" />
+            <item index="43" class="java.lang.String" itemvalue="six" />
+            <item index="44" class="java.lang.String" itemvalue="tzdata" />
+            <item index="45" class="java.lang.String" itemvalue="pipreqs" />
+            <item index="46" class="java.lang.String" itemvalue="prometheus-client" />
+            <item index="47" class="java.lang.String" itemvalue="pandas" />
+            <item index="48" class="java.lang.String" itemvalue="coreapi" />
+            <item index="49" class="java.lang.String" itemvalue="drf-extensions" />
+            <item index="50" class="java.lang.String" itemvalue="colorama" />
+            <item index="51" class="java.lang.String" itemvalue="Django" />
+            <item index="52" class="java.lang.String" itemvalue="django-js-asset" />
+            <item index="53" class="java.lang.String" itemvalue="itypes" />
+            <item index="54" class="java.lang.String" itemvalue="pytz" />
+            <item index="55" class="java.lang.String" itemvalue="Pillow" />
+            <item index="56" class="java.lang.String" itemvalue="alembic" />
+            <item index="57" class="java.lang.String" itemvalue="Flask-Script" />
+            <item index="58" class="java.lang.String" itemvalue="asn1crypto" />
+            <item index="59" class="java.lang.String" itemvalue="Flask-WTF" />
+            <item index="60" class="java.lang.String" itemvalue="SQLAlchemy" />
+            <item index="61" class="java.lang.String" itemvalue="cryptography" />
+            <item index="62" class="java.lang.String" itemvalue="Click" />
+            <item index="63" class="java.lang.String" itemvalue="python-editor" />
+            <item index="64" class="java.lang.String" itemvalue="Flask-SQLAlchemy" />
+            <item index="65" class="java.lang.String" itemvalue="WTForms" />
+            <item index="66" class="java.lang.String" itemvalue="Flask-Migrate" />
+            <item index="67" class="java.lang.String" itemvalue="ItsDangerous" />
+            <item index="68" class="java.lang.String" itemvalue="Mako" />
+            <item index="69" class="java.lang.String" itemvalue="Flask" />
+            <item index="70" class="java.lang.String" itemvalue="mysqlclient" />
+            <item index="71" class="java.lang.String" itemvalue="diff-match-patch" />
+            <item index="72" class="java.lang.String" itemvalue="django-crispy-forms" />
+            <item index="73" class="java.lang.String" itemvalue="PyYAML" />
+            <item index="74" class="java.lang.String" itemvalue="tablib" />
+            <item index="75" class="java.lang.String" itemvalue="django-import-export" />
+            <item index="76" class="java.lang.String" itemvalue="defusedxml" />
+            <item index="77" class="java.lang.String" itemvalue="httplib2" />
+            <item index="78" class="java.lang.String" itemvalue="xlwt" />
+            <item index="79" class="java.lang.String" itemvalue="et-xmlfile" />
+            <item index="80" class="java.lang.String" itemvalue="MarkupPy" />
+            <item index="81" class="java.lang.String" itemvalue="django-reversion" />
+            <item index="82" class="java.lang.String" itemvalue="chardet" />
+            <item index="83" class="java.lang.String" itemvalue="jdcal" />
+            <item index="84" class="java.lang.String" itemvalue="odfpy" />
+            <item index="85" class="java.lang.String" itemvalue="django-guardian" />
+            <item index="86" class="java.lang.String" itemvalue="future" />
+            <item index="87" class="java.lang.String" itemvalue="xadmin2" />
+            <item index="88" class="java.lang.String" itemvalue="xlrd" />
+            <item index="89" class="java.lang.String" itemvalue="django-formtools" />
+            <item index="90" class="java.lang.String" itemvalue="openpyxl" />
+            <item index="91" class="java.lang.String" itemvalue="mkl-fft" />
+            <item index="92" class="java.lang.String" itemvalue="Bottleneck" />
+            <item index="93" class="java.lang.String" itemvalue="wincertstore" />
+            <item index="94" class="java.lang.String" itemvalue="django-simpleui" />
+            <item index="95" class="java.lang.String" itemvalue="olefile" />
+            <item index="96" class="java.lang.String" itemvalue="smartchart" />
+            <item index="97" class="java.lang.String" itemvalue="typing-extensions" />
+            <item index="98" class="java.lang.String" itemvalue="mkl-random" />
+            <item index="99" class="java.lang.String" itemvalue="smartdb" />
+            <item index="100" class="java.lang.String" itemvalue="mkl-service" />
+            <item index="101" class="java.lang.String" itemvalue="numexpr" />
+            <item index="102" class="java.lang.String" itemvalue="sqlalchemy" />
+            <item index="103" class="java.lang.String" itemvalue="XlsxWriter" />
+            <item index="104" class="java.lang.String" itemvalue="djangorestframework-simplejwt" />
+            <item index="105" class="java.lang.String" itemvalue="import-export" />
+            <item index="106" class="java.lang.String" itemvalue="pip" />
+            <item index="107" class="java.lang.String" itemvalue="wheel" />
+            <item index="108" class="java.lang.String" itemvalue="setuptools" />
+            <item index="109" class="java.lang.String" itemvalue="pyparsing" />
+            <item index="110" class="java.lang.String" itemvalue="Markdown" />
+            <item index="111" class="java.lang.String" itemvalue="psutil" />
+            <item index="112" class="java.lang.String" itemvalue="django" />
+            <item index="113" class="java.lang.String" itemvalue="pymysql" />
+            <item index="114" class="java.lang.String" itemvalue="python-alipay-sdk" />
+            <item index="115" class="java.lang.String" itemvalue="django-threadlocals" />
+            <item index="116" class="java.lang.String" itemvalue="matplotlib" />
+            <item index="117" class="java.lang.String" itemvalue="pyqt5" />
+            <item index="118" class="java.lang.String" itemvalue="absl-py" />
+            <item index="119" class="java.lang.String" itemvalue="google-pasta" />
+            <item index="120" class="java.lang.String" itemvalue="protobuf" />
+            <item index="121" class="java.lang.String" itemvalue="tensorflow-estimator" />
+            <item index="122" class="java.lang.String" itemvalue="Automat" />
+            <item index="123" class="java.lang.String" itemvalue="html5lib" />
+            <item index="124" class="java.lang.String" itemvalue="pygame" />
+            <item index="125" class="java.lang.String" itemvalue="opt-einsum" />
+            <item index="126" class="java.lang.String" itemvalue="baidu-aip" />
+            <item index="127" class="java.lang.String" itemvalue="cycler" />
+            <item index="128" class="java.lang.String" itemvalue="gast" />
+            <item index="129" class="java.lang.String" itemvalue="constantly" />
+            <item index="130" class="java.lang.String" itemvalue="pyasn1-modules" />
+            <item index="131" class="java.lang.String" itemvalue="appdirs" />
+            <item index="132" class="java.lang.String" itemvalue="oauthlib" />
+            <item index="133" class="java.lang.String" itemvalue="astunparse" />
+            <item index="134" class="java.lang.String" itemvalue="PyDispatcher" />
+            <item index="135" class="java.lang.String" itemvalue="lxml" />
+            <item index="136" class="java.lang.String" itemvalue="soupsieve" />
+            <item index="137" class="java.lang.String" itemvalue="beautifulsoup4" />
+            <item index="138" class="java.lang.String" itemvalue="pywin32" />
+            <item index="139" class="java.lang.String" itemvalue="hyperlink" />
+            <item index="140" class="java.lang.String" itemvalue="opencv-contrib-python" />
+            <item index="141" class="java.lang.String" itemvalue="service-identity" />
+            <item index="142" class="java.lang.String" itemvalue="tifffile" />
+            <item index="143" class="java.lang.String" itemvalue="h5py" />
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+            <item index="146" class="java.lang.String" itemvalue="attrs" />
+            <item index="147" class="java.lang.String" itemvalue="flatbuffers" />
+            <item index="148" class="java.lang.String" itemvalue="parsel" />
+            <item index="149" class="java.lang.String" itemvalue="tensorboard" />
+            <item index="150" class="java.lang.String" itemvalue="imageio" />
+            <item index="151" class="java.lang.String" itemvalue="cssselect" />
+            <item index="152" class="java.lang.String" itemvalue="pypiwin32" />
+            <item index="153" class="java.lang.String" itemvalue="scikit-image" />
+            <item index="154" class="java.lang.String" itemvalue="rsa" />
+            <item index="155" class="java.lang.String" itemvalue="decorator" />
+            <item index="156" class="java.lang.String" itemvalue="Scrapy3" />
+            <item index="157" class="java.lang.String" itemvalue="networkx" />
+            <item index="158" class="java.lang.String" itemvalue="queuelib" />
+            <item index="159" class="java.lang.String" itemvalue="qrcode" />
+            <item index="160" class="java.lang.String" itemvalue="pyttsx3" />
+            <item index="161" class="java.lang.String" itemvalue="pyasn1" />
+            <item index="162" class="java.lang.String" itemvalue="w3lib" />
+            <item index="163" class="java.lang.String" itemvalue="requests-oauthlib" />
+            <item index="164" class="java.lang.String" itemvalue="Keras-Preprocessing" />
+            <item index="165" class="java.lang.String" itemvalue="tensorflow" />
+            <item index="166" class="java.lang.String" itemvalue="selenium" />
+            <item index="167" class="java.lang.String" itemvalue="tensorboard-plugin-wit" />
+            <item index="168" class="java.lang.String" itemvalue="pyOpenSSL" />
+            <item index="169" class="java.lang.String" itemvalue="PyWavelets" />
+            <item index="170" class="java.lang.String" itemvalue="scipy" />
+            <item index="171" class="java.lang.String" itemvalue="google-auth-oauthlib" />
+            <item index="172" class="java.lang.String" itemvalue="opencv-python" />
+            <item index="173" class="java.lang.String" itemvalue="PyHamcrest" />
+            <item index="174" class="java.lang.String" itemvalue="packaging" />
+            <item index="175" class="java.lang.String" itemvalue="incremental" />
+            <item index="176" class="java.lang.String" itemvalue="pooch" />
+            <item index="177" class="java.lang.String" itemvalue="termcolor" />
+            <item index="178" class="java.lang.String" itemvalue="cachetools" />
+            <item index="179" class="java.lang.String" itemvalue="grpcio" />
+            <item index="180" class="java.lang.String" itemvalue="webencodings" />
+            <item index="181" class="java.lang.String" itemvalue="google-auth" />
+            <item index="182" class="java.lang.String" itemvalue="Twisted" />
+            <item index="183" class="java.lang.String" itemvalue="PyQt5" />
+            <item index="184" class="java.lang.String" itemvalue="django-bootstrap-toolkit" />
+            <item index="185" class="java.lang.String" itemvalue="python-crontab" />
+            <item index="186" class="java.lang.String" itemvalue="kombu" />
+            <item index="187" class="java.lang.String" itemvalue="redis" />
+            <item index="188" class="java.lang.String" itemvalue="pyrsistent" />
+            <item index="189" class="java.lang.String" itemvalue="eventlet" />
+            <item index="190" class="java.lang.String" itemvalue="django-ranged-response" />
+            <item index="191" class="java.lang.String" itemvalue="captcha" />
+            <item index="192" class="java.lang.String" itemvalue="django-tinymce" />
+            <item index="193" class="java.lang.String" itemvalue="django-registration-redux" />
+            <item index="194" class="java.lang.String" itemvalue="anyjson" />
+            <item index="195" class="java.lang.String" itemvalue="xadmin-django" />
+            <item index="196" class="java.lang.String" itemvalue="monotonic" />
+            <item index="197" class="java.lang.String" itemvalue="django-model-utils" />
+            <item index="198" class="java.lang.String" itemvalue="vine" />
+            <item index="199" class="java.lang.String" itemvalue="billiard" />
+            <item index="200" class="java.lang.String" itemvalue="jsonschema" />
+            <item index="201" class="java.lang.String" itemvalue="django-contrib-comments" />
+            <item index="202" class="java.lang.String" itemvalue="django-filters" />
+            <item index="203" class="java.lang.String" itemvalue="rcssmin" />
+            <item index="204" class="java.lang.String" itemvalue="dnspython" />
+            <item index="205" class="java.lang.String" itemvalue="rjsmin" />
+            <item index="206" class="java.lang.String" itemvalue="markdown2" />
+            <item index="207" class="java.lang.String" itemvalue="amqp" />
+            <item index="208" class="java.lang.String" itemvalue="django-appconf" />
+            <item index="209" class="java.lang.String" itemvalue="django-compressor" />
+            <item index="210" class="java.lang.String" itemvalue="django-jsonfield" />
+            <item index="211" class="java.lang.String" itemvalue="django-simple-captcha" />
+            <item index="212" class="java.lang.String" itemvalue="django-markdown-deux" />
+            <item index="213" class="java.lang.String" itemvalue="contrib" />
+            <item index="214" class="java.lang.String" itemvalue="django-crontab" />
+            <item index="215" class="java.lang.String" itemvalue="django-redis" />
+            <item index="216" class="java.lang.String" itemvalue="django-timezone-field" />
+            <item index="217" class="java.lang.String" itemvalue="icecola" />
+          </list>
+        </value>
+      </option>
+    </inspection_tool>
+    <inspection_tool class="PyPep8NamingInspection" enabled="true" level="WEAK WARNING" enabled_by_default="true">
+      <option name="ignoredErrors">
+        <list>
+          <option value="N802" />
+          <option value="N801" />
+          <option value="N806" />
+        </list>
+      </option>
+    </inspection_tool>
+    <inspection_tool class="PyStubPackagesAdvertiser" enabled="true" level="WARNING" enabled_by_default="true">
+      <option name="ignoredPackages">
+        <list>
+          <option value="PyQt5-stubs==5.15.6.0" />
+        </list>
+      </option>
+    </inspection_tool>
+    <inspection_tool class="Stylelint" enabled="true" level="ERROR" enabled_by_default="true" />
+  </profile>
+</component>

MoviesRecommend/.idea/misc.xml

@@ -0,0 +1,10 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="Black">
+    <option name="sdkName" value="Python 3.12" />
+  </component>
+  <component name="MarkdownSettingsMigration">
+    <option name="stateVersion" value="1" />
+  </component>
+  <component name="ProjectRootManager" version="2" project-jdk-name="Python 3.12" project-jdk-type="Python SDK" />
+</project>

MoviesRecommend/.idea/modules.xml

@@ -0,0 +1,8 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectModuleManager">
+    <modules>
+      <module fileurl="file://$PROJECT_DIR$/.idea/MoviesRecommend.iml" filepath="$PROJECT_DIR$/.idea/MoviesRecommend.iml" />
+    </modules>
+  </component>
+</project>

MoviesRecommend/Movie_recommendation_system/__init__.py

@@ -0,0 +1,3 @@
+import pymysql
+
+pymysql.install_as_MySQLdb()

MoviesRecommend/Movie_recommendation_system/settings.py

@@ -0,0 +1,104 @@
+import os
+
+# 项目路径
+BASE_DIR = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
+
+# 项目秘钥
+SECRET_KEY = 'bhml2023(140w8x3ktw=yzm0=@3h5wr=$$4s!g(s-^s7^@e5=kz'
+
+# 调试模式
+DEBUG = True
+
+# 允许的主机
+ALLOWED_HOSTS = []
+
+# 注册app
+INSTALLED_APPS = [
+    'django.contrib.admin',  # 后台管理系统
+    'django.contrib.auth',
+    'django.contrib.contenttypes',
+    'django.contrib.sessions',
+    'django.contrib.messages',
+    'django.contrib.staticfiles',
+    'movie'  # 电影推荐系统
+]
+
+# 中间件
+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',
+]
+
+# 主路由
+ROOT_URLCONF = 'Movie_recommendation_system.urls'
+
+# 模板文件配置
+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',
+                'movie.context_processors.movie_user'
+            ],
+            'builtins': ['django.templatetags.static']
+        },
+    },
+]
+
+WSGI_APPLICATION = 'Movie_recommendation_system.wsgi.application'
+
+# 数据库配置
+DATABASES = {
+    'default': {
+        'ENGINE': 'django.db.backends.mysql',
+        'NAME': 'db_movie_recommend',
+        'USER': 'root',
+        'PASSWORD': '123456',
+        'HOST': 'localhost',
+        'PORT': '3306'
+    }
+}
+
+# 密码验证
+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',
+    },
+]
+
+# 国际化配置
+LANGUAGE_CODE = 'zh-hans'
+TIME_ZONE = 'Asia/Shanghai'
+USE_I18N = True
+USE_L10N = True
+USE_TZ = False
+
+
+# 静态文件 (CSS, JavaScript, Images)
+STATIC_URL = '/static/'
+
+STATICFILES_DIRS = [
+    os.path.join(BASE_DIR, 'static'),
+]
+
+# AUTHENTICATION_BACKENDS = ['django.contrib.auth.backends.AllowAllUsersModelBackend']

MoviesRecommend/Movie_recommendation_system/urls.py

@@ -0,0 +1,10 @@
+from django.contrib import admin
+from django.urls import path, include
+
+from .views import index, star
+
+urlpatterns = [
+    path('admin/', admin.site.urls),  # 后台管理系统
+    path('', index),  # 首页
+    path('movie/', include('movie.urls')),  # 电影推荐系统子路由
+]

MoviesRecommend/Movie_recommendation_system/views.py

@@ -0,0 +1,11 @@
+from django.shortcuts import render
+
+
+# 首页
+def index(request):
+    return render(request, 'index.html')
+
+
+# 打分
+def star(request):
+    return render(request, 'movie/star.html')

MoviesRecommend/Movie_recommendation_system/wsgi.py

@@ -0,0 +1,7 @@
+import os
+
+from django.core.wsgi import get_wsgi_application
+
+os.environ.setdefault("DJANGO_SETTINGS_MODULE", "Movie_recommendation_system.settings")
+
+application = get_wsgi_application()

MoviesRecommend/manage.py

@@ -0,0 +1,12 @@
+import os
+import sys
+
+if __name__ == "__main__":
+    os.environ.setdefault("DJANGO_SETTINGS_MODULE", "Movie_recommendation_system.settings")
+    try:
+        from django.core.management import execute_from_command_line
+    except ImportError as exc:
+        raise ImportError(
+            "项目环境配置异常，请检查！"
+        ) from exc
+    execute_from_command_line(sys.argv)

MoviesRecommend/movie/admin.py

@@ -0,0 +1,56 @@
+from django.contrib import admin
+
+from movie.models import User, Movie, 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_filter = ['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', 'actors', ]
+    search_fields = ['name', 'intro', 'writers', 'actors']
+    list_per_page = 6
+    ordering = ['id']
+
+
+@admin.register(Movie_hot)
+class Movie_hotAdmin(admin.ModelAdmin):
+    list_display = ['id', 'movie', 'rating_number']
+    search_fields = ['movie__name']
+    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__name', 'movie__name']
+    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__name', 'movie_source__name']
+    list_per_page = 6
+    ordering = ['-similarity']

MoviesRecommend/movie/apps.py

@@ -0,0 +1,6 @@
+from django.apps import AppConfig
+
+
+class MovieConfig(AppConfig):
+    name = 'movie'
+    verbose_name = "电影推荐系统"

MoviesRecommend/movie/context_processors.py

@@ -0,0 +1,14 @@
+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

MoviesRecommend/movie/forms.py

@@ -0,0 +1,65 @@
+from django import forms
+
+from movie.models import User, Movie_rating
+
+
+
+class RegisterForm(forms.ModelForm):
+    password_repeat = forms.CharField(max_length=256)
+
+    def get_errors(self):
+        errors = self.errors.get_json_data()
+        errors_lst = []
+        for messages in errors.values():
+            for message_dict in messages:
+                for key, message in message_dict.items():
+                    if key == 'message':
+                        errors_lst.append(message)
+        return errors_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 Meta:
+        model = User
+        fields = ['password']
+
+    def get_errors(self):
+        errors = self.errors.get_json_data()
+        errors_lst = []
+        for messages in errors.values():
+            for message_dict in messages:
+                for key, message in message_dict.items():
+                    if key == 'message':
+                        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:
+            raise forms.ValidationError(message='评分不能为空！')
+        else:
+            return cleaned_data
+
+    class Meta:
+        model = Movie_rating
+        fields = ['score', 'comment']

MoviesRecommend/movie/migrations/0001_initial.py

@@ -0,0 +1,102 @@
+# Generated by Django 3.2.16 on 2023-11-26 06:06
+
+from django.db import migrations, models
+import django.db.models.deletion
+
+
+class Migration(migrations.Migration):
+
+    initial = True
+
+    dependencies = [
+    ]
+
+    operations = [
+        migrations.CreateModel(
+            name='Genre',
+            fields=[
+                ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
+                ('name', models.CharField(max_length=100)),
+            ],
+            options={
+                'db_table': 'Genre',
+            },
+        ),
+        migrations.CreateModel(
+            name='Movie',
+            fields=[
+                ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
+                ('name', models.CharField(max_length=256, verbose_name='电影名')),
+                ('imdb_id', models.IntegerField()),
+                ('time', models.CharField(blank=True, max_length=256)),
+                ('release_time', models.CharField(blank=True, max_length=256)),
+                ('intro', models.TextField(blank=True)),
+                ('director', models.CharField(blank=True, max_length=256)),
+                ('writers', models.CharField(blank=True, max_length=256)),
+                ('actors', models.CharField(blank=True, max_length=512)),
+                ('genre', models.ManyToManyField(to='movie.Genre')),
+            ],
+            options={
+                'db_table': 'Movie',
+            },
+        ),
+        migrations.CreateModel(
+            name='Movie_rating',
+            fields=[
+                ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
+                ('score', models.FloatField()),
+                ('comment', models.TextField(blank=True)),
+                ('movie', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='movie.movie')),
+            ],
+            options={
+                'db_table': 'Movie_rating',
+            },
+        ),
+        migrations.CreateModel(
+            name='User',
+            fields=[
+                ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
+                ('name', models.CharField(max_length=128, unique=True)),
+                ('password', models.CharField(max_length=256)),
+                ('email', models.EmailField(max_length=254, unique=True)),
+                ('rating_movies', models.ManyToManyField(through='movie.Movie_rating', to='movie.Movie')),
+            ],
+            options={
+                'db_table': 'User',
+            },
+        ),
+        migrations.CreateModel(
+            name='Movie_similarity',
+            fields=[
+                ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
+                ('similarity', models.FloatField()),
+                ('movie_source', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, related_name='movie_source', to='movie.movie')),
+                ('movie_target', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, related_name='movie_target', to='movie.movie')),
+            ],
+            options={
+                'ordering': ['-similarity'],
+            },
+        ),
+        migrations.AddField(
+            model_name='movie_rating',
+            name='user',
+            field=models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='movie.user'),
+        ),
+        migrations.CreateModel(
+            name='Movie_hot',
+            fields=[
+                ('id', models.AutoField(auto_created=True, primary_key=True, serialize=False, verbose_name='ID')),
+                ('rating_number', models.IntegerField()),
+                ('movie', models.ForeignKey(on_delete=django.db.models.deletion.CASCADE, to='movie.movie')),
+            ],
+            options={
+                'db_table': 'Movie_hot',
+                'ordering': ['-rating_number'],
+            },
+        ),
+        migrations.AddField(
+            model_name='movie',
+            name='movie_similarity',
+            field=models.ManyToManyField(through='movie.Movie_similarity', to='movie.Movie'),
+        ),
+    ]

MoviesRecommend/movie/models.py

@@ -0,0 +1,111 @@
+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")
+    writers = models.CharField(max_length=256, blank=True, verbose_name="编剧")
+    actors = models.CharField(max_length=512, blank=True, verbose_name="演员")
+    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 self.name
+
+    def get_score(self):
+        result_dct = self.movie_rating_set.aggregate(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, verbose_name="来源电影")
+    movie_target = models.ForeignKey(Movie, related_name='movie_target', on_delete=models.CASCADE, verbose_name="目标电影")
+    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 "<USER:( name: {:},password: {:},email: {:} )>".format(self.name, self.password, self.email)
+
+    class Meta:
+        db_table = 'User'
+        verbose_name = '用户信息'
+        verbose_name_plural = '用户信息'
+
+
+class Movie_rating(models.Model):
+    user = models.ForeignKey(User, 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="分数")
+    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(models.Model):
+    movie = models.ForeignKey(Movie, on_delete=models.CASCADE, verbose_name="电影名")
+    rating_number = models.IntegerField(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'
+
+

MoviesRecommend/movie/static/movie/info/genre.txt

@@ -0,0 +1,24 @@
+Musical
+War
+Crime
+Romance
+Fantasy
+Drama
+Music
+Sci-Fi
+Action
+Comedy
+Biography
+Family
+Horror
+Short
+Documentary
+Film-Noir
+Animation
+Adventure
+News
+Mystery
+Sport
+History
+Thriller
+Western