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项目说明

电影智能推荐系统采用典型的MVC架构。项目使用Java 语言作为后端编程语言，使用MYSQL作为数据库；智能推荐算法采用协同过滤算法，提供的推荐功能包括：视频推荐、好友推荐、圈子推荐等。此项目践行了前后端完全分离的原则，项目后端只提供RESTFUL接口，项目的前端使用Vue2开发，前端项目地址为：https://github.com/firery/mirs-web-vue 。项目前后端仅仅通过接口进行交互，后端接口地址为：https://www.91film.top/api/swagger/index.html

项目配置

1. 定位到src/main/resources/properties/文件夹下
2. jdbc-example.properties --> jdbc-prod.properties 根据提示配置
3. mail-example.properties --> mail-prod.properties 根据提示配置

开发环境

软/硬件 版本
Window 10
IntelliJ IDEA 2016.2.2
Tomcat 9.0.0.M3
Oracle JDK 1.8.0_72-b15
Maven 3.3.9
MySQL 8.0.0
Redis 3.2.100

部署环境

软/硬件 版本
Centos(1核1g) 7.2
Tomcat 9.0.0.M13
Nginx 1.10.2
Oracle JDK 1.8.0_91-b14
Maven 3.3.9
MySQL 8.0.0
Redis 2.8.19-2
Docker-engine 1.12.3-1

Nginx配置

user  nginx;
worker_processes  1;

error_log  /var/log/nginx/error.log warn;
pid        /var/run/nginx.pid;


events {
    use epoll;
    worker_connections  1024;
}


http {
    include       /etc/nginx/mime.types;
    default_type  application/octet-stream;

    log_format  main  '$remote_addr - $remote_user [$time_local] "$request" '
                      '$status $body_bytes_sent "$http_referer" '
                      '"$http_user_agent" "$http_x_forwarded_for"';

    access_log  /var/log/nginx/access.log  main;

    sendfile        on;
    #tcp_nopush     on;

    keepalive_timeout  65;

    #gzip  on;

    include /etc/nginx/conf.d/*.conf;

    upstream mirs {
        server 127.0.0.1:8080;
    }

    server {
        listen 80;
        server_name 91film.top;
        return 301 https://www.$host$request_uri;
    }

    server {
        listen 80;
        server_name www.91film.top;
        return 301 https://$host$request_uri;
    }

    limit_req_zone $binary_remote_addr zone=one:10m rate=1r/s;
    server {
        listen 443;
        server_name www.91film.top;
        access_log /var/log/nginx/mirs_access.log;
        ssl on;
        ssl_certificate /usr/local/sslkey/213936820630408.pem;
        ssl_certificate_key /usr/local/sslkey/213936820630408.key;
        ssl_session_timeout 5m;
        ssl_protocols TLSv1 TLSv1.1 TLSv1.2;
        ssl_ciphers AESGCM:ALL:!DH:!EXPORT:!RC4:+HIGH:!MEDIUM:!LOW:!aNULL:!eNULL;
        ssl_prefer_server_ciphers on;

        location / {
            limit_req      zone=one burst=10 nodelay;
            root /home/mirs;
            try_files $uri $uri/ /index.html;
        }

        location /api {
            proxy_pass http://mirs;
            proxy_read_timeout 300;
            proxy_connect_timeout 300;
            proxy_redirect     off;

            proxy_set_header   X-Forwarded-Proto $scheme;
            proxy_set_header   Host              $http_host;
            proxy_set_header   X-Real-IP         $remote_addr;
        }
    }
}

Tomcat配置

<Host name="localhost"  appBase="webapps" unpackWARs="true" autoDeploy="true">

  ...

	<Context path="/api" docBase="mirs" debug="0" reloadable="true" />

  ...

</Host>

项目依赖

groupId artifactId version 说明
junit junit 4.12 单元测试依赖
org.slf4j slf4j-api 1.7.21 日志依赖
ch.qos.logback logback-core 1.1.7 日志依赖
ch.qos.logback logback-classic 1.1.7 日志依赖
mysql mysql-connector-java 6.0.3 数据库连接依赖
c3p0 c3p0 0.9.1.2 数据库连接池依赖
org.mybatis mybatis 3.4.1 DAO框架：Mybatis依赖
org.mybatis mybatis-spring 1.3.0 Mybatis自身实现的Spring整合依赖
com.alibaba fastjson 1.2.18 JSON处理依赖
org.springframework spring-core 4.3.2.RELEASE Spring 核心依赖
org.springframework spring-beans 4.3.2.RELEASE Spring 核心依赖
org.springframework spring-context 4.3.2.RELEASE Spring 核心依赖
org.springframework spring-context-support 4.3.2.RELEASE Spring 核心依赖
org.springframework spring-jdbc 4.3.2.RELEASE Spring DAO 依赖
org.springframework spring-tx 4.3.2.RELEASE Spring DAO 依赖
org.springframework spring-web 4.3.2.RELEASE Sping Web 依赖
org.springframework spring-webmvc 4.3.2.RELEASE Sping Web 依赖
org.springframework spring-websocket 4.3.2.RELEASE Sping Websocket 依赖
org.springframework spring-messaging 4.3.2.RELEASE Sping Websocket 依赖
org.springframework spring-test 4.3.2.RELEASE Spring Test 依赖
org.scribe scribe 1.3.7 OAuth认证依赖
com.mangofactory swagger-springmvc 1.0.2 Swagger 自动生成接口文档依赖
com.fasterxml.jackson.core jackson-core 2.8.2 数据绑定依赖
com.fasterxml.jackson.core jackson-databind 2.8.2 数据绑定依赖
com.fasterxml.jackson.core jackson-annotations 2.8.2 数据绑定依赖
com.github.penggle kaptcha 2.3.2 生成验证码依赖
org.apache.shiro shiro-core 1.3.2 权限管理依赖
org.apache.shiro shiro-web 1.3.2 权限管理依赖
org.apache.shiro shiro-ehcache 1.3.2 权限管理依赖
org.apache.shiro shiro-spring 1.3.2 权限管理依赖
net.sf.ehcache ehcache 2.10.3 缓存依赖
org.apache.lucene lucene-core 6.2.1 搜索引擎依赖
org.apache.lucene lucene-queryparser 6.2.1 搜索引擎依赖
org.lionsoul jcseg-analyzer 2.0.0 中文分词依赖
org.apache.mahout mahout-core 0.9 推荐系统依赖
org.apache.mahout mahout-math 0.12.2 推荐系统依赖
com.thetransactioncompany cors-filter 2.5 跨域请求过滤依赖
javax.mail mail 1.4.7 发送邮件依赖