在当前农业数字化转型的大背景下,农产品流通领域面临着信息不对称、销售渠道单一、中间环节过多等核心挑战。为解决这些问题,我们设计并实现了一个基于SSM框架的农产品直销平台,该平台通过技术手段连接农产品生产者与消费者,构建了一个高效、透明的农产品供应链体系。
系统架构与技术栈
平台采用经典的三层架构设计,技术栈选择成熟稳定的SSM框架组合。表现层使用SpringMVC框架处理前端请求和页面渲染,通过注解驱动的方式简化控制器开发;业务层基于Spring IoC容器管理各类服务组件,利用声明式事务确保核心业务操作的原子性;数据持久层采用MyBatis框架,通过XML映射文件实现灵活的SQL配置。
<!-- Maven依赖配置示例 -->
<dependencies>
<dependency>
<groupId>org.springframework</groupId>
<artifactId>spring-webmvc</artifactId>
<version>5.2.8.RELEASE</version>
</dependency>
<dependency>
<groupId>org.mybatis</groupId>
<artifactId>mybatis-spring</artifactId>
<version>2.0.5</version>
</dependency>
<dependency>
<groupId>mysql</groupId>
<artifactId>mysql-connector-java</artifactId>
<version>8.0.21</version>
</dependency>
</dependencies>
数据库设计亮点分析
订单信息表设计优化
dingdanxinxi表的设计体现了电商系统订单管理的核心需求。表结构采用模块化设计,将订单基本信息与商品明细分离,符合数据库范式规范。
CREATE TABLE `dingdanxinxi` (
`id` int(10) unsigned NOT NULL AUTO_INCREMENT COMMENT '订单ID',
`dingdanbianhao` varchar(50) NOT NULL COMMENT '订单编号',
`dingdanxinxi` text NOT NULL COMMENT '订单信息',
`zongjijine` decimal(18,2) NOT NULL COMMENT '总计金额',
`shouhuoren` varchar(50) NOT NULL COMMENT '收货人',
`dianhua` varchar(50) NOT NULL COMMENT '电话',
`dizhi` varchar(255) NOT NULL COMMENT '地址',
`beizhu` text NOT NULL COMMENT '备注',
`zhuangtai` varchar(255) NOT NULL COMMENT '状态',
`xiadanren` varchar(50) NOT NULL COMMENT '下单人',
`iszf` varchar(10) NOT NULL DEFAULT '否' COMMENT '是否支付',
`addtime` timestamp NOT NULL DEFAULT current_timestamp() COMMENT '添加时间',
PRIMARY KEY (`id`)
) ENGINE=InnoDB AUTO_INCREMENT=11 DEFAULT CHARSET=utf8 COLLATE=utf8_general_ci COMMENT='订单信息'
设计亮点分析:
- 金额字段使用
decimal(18,2)类型,确保金融计算的精确性 - 订单编号采用独立字段存储,便于业务查询和索引优化
- 状态字段设计为字符串类型,支持灵活的订单状态流转
- 添加时间戳自动记录创建时间,便于数据分析和追踪
购物车表关联设计
gouwuche表的设计支持多用户并发操作,通过外键关联确保数据一致性。
CREATE TABLE `gouwuche` (
`id` int(10) unsigned NOT NULL AUTO_INCREMENT COMMENT '购物车ID',
`nongchanpinxinxiid` int(10) unsigned NOT NULL COMMENT '农产品信息id',
`nongchanpinbianhao` varchar(50) NOT NULL COMMENT '产品编号',
`nongchanpinmingcheng` varchar(255) NOT NULL COMMENT '产品名称',
`fenlei` int(10) unsigned NOT NULL COMMENT '分类',
`xiaoshoujiage` decimal(18,2) NOT NULL COMMENT '销售价',
`goumaishuliang` int(11) NOT NULL COMMENT '购买数量',
`xiaoji` decimal(18,2) NOT NULL COMMENT '小计金额',
`goumairen` varchar(50) NOT NULL COMMENT '购买人',
`addtime` timestamp NOT NULL DEFAULT current_timestamp() COMMENT '添加时间',
PRIMARY KEY (`id`),
KEY `gouwuche_nongchanpinxinxiid_index` (`nongchanpinxinxiid`),
KEY `gouwuche_fenlei_index` (`fenlei`)
) ENGINE=InnoDB AUTO_INCREMENT=16 DEFAULT CHARSET=utf8 COLLATE=utf8_general_ci COMMENT='购物车'
索引设计优化了商品查询和分类检索性能,支持高效的购物车操作。
核心功能实现
用户权限管理模块
系统采用基于角色的访问控制(RBAC)模型,管理员实体类设计如下:
package com.spring.entity;
import javax.persistence.Column;
import javax.persistence.GeneratedValue;
import javax.persistence.Id;
import javax.persistence.Table;
import java.io.Serializable;
@Table(name = "admins")
public class Admins implements Serializable {
@GeneratedValue(generator = "JDBC")
@Id
@Column(name = "id", insertable = false)
private Integer id;
@Column(name = "username")
private String username;
@Column(name = "pwd")
private String pwd;
@Column(name = "addtime")
private String addtime;
@Column(name = "role")
private String role;
@Column(name = "shopname")
private String shopname;
// Getter和Setter方法
public Integer getId() {
return id;
}
public void setId(Integer id) {
this.id = id;
}
public String getUsername() {
return username;
}
public void setUsername(String username) {
this.username = username == null ? "" : username.trim();
}
// 其他getter/setter方法...
}
权限控制器的实现采用了模板方法模式,确保登录状态验证的统一性:
package com.spring.controller;
import com.spring.dao.AdminsMapper;
import com.spring.entity.Admins;
import com.spring.service.AdminsService;
import dao.Query;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Controller;
import org.springframework.web.bind.annotation.RequestMapping;
import tk.mybatis.mapper.entity.Example;
import util.Info;
import util.Request;
import java.util.HashMap;
import java.util.List;
@Controller
public class AdminsController extends BaseController {
@Autowired
private AdminsMapper dao;
@Autowired
private AdminsService service;
@RequestMapping("/admins_list")
public String list() {
if (!checkLogin()) {
return showError("尚未登录", "./login.do");
}
String order = Request.get("order", "id");
String sort = Request.get("sort", "desc");
Example example = new Example(Admins.class);
Example.Criteria criteria = example.createCriteria();
String where = " 1=1 ";
where += getWhere();
criteria.andCondition(where);
if (sort.equals("desc")) {
example.orderBy(order).desc();
} else {
example.orderBy(order).asc();
}
int page = request.getParameter("page") == null ? 1 :
Integer.valueOf(request.getParameter("page"));
page = Math.max(1, page);
List<Admins> list = service.selectPageExample(example, page, 12);
assign("list", list);
assign("orderby", order);
assign("sort", sort);
assign("where", where);
return "admins_list";
}
public String getWhere() {
String where = " ";
if (!Request.get("username").equals("")) {
where += " AND username LIKE '%" + Request.get("username") + "%' ";
}
return where;
}
}

农产品信息管理
农产品资讯表支持富文本内容和图片上传,满足农产品展示的多样化需求:
CREATE TABLE `nongchanpinzixun` (
`id` int(10) unsigned NOT NULL AUTO_INCREMENT COMMENT '资讯ID',
`biaoti` varchar(255) NOT NULL COMMENT '标题',
`fenlei` int(10) unsigned NOT NULL COMMENT '分类',
`tupian` varchar(255) NOT NULL COMMENT '图片',
`tianjiaren` varchar(50) NOT NULL COMMENT '添加人',
`dianjilv` int(11) NOT NULL COMMENT '点击率',
`neirong` longtext NOT NULL COMMENT '内容',
`addtime` timestamp NOT NULL DEFAULT current_timestamp() COMMENT '添加时间',
PRIMARY KEY (`id`),
KEY `nongchanpinzixun_fenlei_index` (`fenlei`)
) ENGINE=InnoDB AUTO_INCREMENT=13 DEFAULT CHARSET=utf8 COLLATE=utf8_general_ci COMMENT='农产品资讯'

订单处理流程
订单签收模块采用主子表结构设计,确保订单数据的完整性和可追溯性:
CREATE TABLE `dingdanqianshou_dingdanxinxi` (
`id` int(10) unsigned NOT NULL AUTO_INCREMENT COMMENT '签收单明细ID',
`dingdanqianshouid` int(10) unsigned NOT NULL COMMENT '关联表【dingdanqianshou】中字段id',
`nongchanpinxinxiid` int(10) unsigned NOT NULL COMMENT '关联表【nongchanpinxinxi】中字段id',
`nongchanpinbianhao` varchar(50) NOT NULL COMMENT '产品编号',
`nongchanpinmingcheng` varchar(255) NOT NULL COMMENT '产品名称',
`fenlei` int(10) unsigned NOT NULL COMMENT '分类',
`xiaoshoujiage` decimal(18,2) NOT NULL COMMENT '销售价',
`goumaishuliang` int(11) NOT NULL COMMENT '购买数量',
`xiaoji` decimal(18,2) NOT NULL COMMENT '小计金额',
`addtime` timestamp NOT NULL DEFAULT current_timestamp() COMMENT '添加时间',
PRIMARY KEY (`id`),
KEY `dingdanqianshou_dingdanxinxi_fenlei_index` (`fenlei`),
KEY `dingdanqianshou_dingdanxinxi_dingdanqianshouid_index` (`dingdanqianshouid`)
) ENGINE=InnoDB DEFAULT CHARSET=utf8 COLLATE=utf8_general_ci COMMENT='订单签收_订单信息'

购物车功能实现
购物车服务采用Session与数据库结合的方式,确保用户数据的持久化和一致性:
@Service
public class GouwucheService {
@Autowired
private GouwucheMapper gouwucheMapper;
public void addToCart(Gouwuche item) {
// 检查商品是否已存在购物车
Example example = new Example(Gouwuche.class);
Example.Criteria criteria = example.createCriteria();
criteria.andEqualTo("nongchanpinxinxiid", item.getNongchanpinxinxiid());
criteria.andEqualTo("goumairen", item.getGoumairen());
List<Gouwuche> existingItems = gouwucheMapper.selectByExample(example);
if (existingItems.isEmpty()) {
// 新增商品
item.setXiaoji(item.getXiaoshoujiage().multiply(
new BigDecimal(item.getGoumaishuliang())));
gouwucheMapper.insert(item);
} else {
// 更新数量
Gouwuche existing = existingItems.get(0);
existing.setGoumaishuliang(existing.getGoumaishuliang() +
item.getGoumaishuliang());
existing.setXiaoji(existing.getXiaoshoujiage().multiply(
new BigDecimal(existing.getGoumaishuliang())));
gouwucheMapper.updateByPrimaryKey(existing);
}
}
}

实体模型设计
系统采用JPA注解进行实体映射,确保对象关系映射的准确性和一致性:
@Entity
@Table(name = "nongchanpinxinxi")
public class Nongchanpinxinxi {
@Id
@GeneratedValue(strategy = GenerationType.IDENTITY)
private Integer id;
@Column(name = "nongchanpinbianhao")
private String nongchanpinbianhao;
@Column(name = "nongchanpinmingcheng")
private String nongchanpinmingcheng;
@Column(name = "fenlei")
private Integer fenlei;
@Column(name = "tupian")
private String tupian;
@Column(name = "xiaoshoujiage")
private BigDecimal xiaoshoujiage;
@Column(name = "kucun")
private Integer kucun;
// 关联关系配置
@OneToMany(mappedBy = "nongchanpinxinxi")
private List<Gouwuche> gouwucheList;
@OneToMany(mappedBy = "nongchanpinxinxi")
private List<DingdanqianshouDingdanxinxi> dingdanxinxiList;
}
功能展望与优化方向
1. 引入Redis缓存层
当前系统在高并发场景下可能存在数据库性能瓶颈。建议引入Redis作为缓存层,缓存热点数据如商品信息、用户会话等。
@Service
public class ProductCacheService {
@Autowired
private RedisTemplate<String, Object> redisTemplate;
private static final String PRODUCT_KEY_PREFIX = "product:";
public Nongchanpinxinxi getProductById(Integer id) {
String key = PRODUCT_KEY_PREFIX + id;
Nongchanpinxinxi product = (Nongchanpinxinxi) redisTemplate.opsForValue().get(key);
if (product == null) {
product = productMapper.selectByPrimaryKey(id);
if (product != null) {
redisTemplate.opsForValue().set(key, product, Duration.ofHours(1));
}
}
return product;
}
}
2. 消息队列异步处理
订单创建、库存扣减等操作可以通过消息队列实现异步化,提升系统响应速度。
@Component
public class OrderMessageProducer {
@Autowired
private AmqpTemplate rabbitTemplate;
public void sendOrderCreateMessage(OrderCreateMessage message) {
rabbitTemplate.convertAndSend("order.exchange",
"order.create", message);
}
}
@Component
public class OrderMessageConsumer {
@RabbitListener(queues = "order.create.queue")
public void handleOrderCreate(OrderCreateMessage message) {
// 异步处理订单创建逻辑
orderService.processOrderAsync(message);
}
}
3. 微服务架构改造
随着业务规模扩大,可将单体应用拆分为商品服务、订单服务、用户服务等微服务,提升系统可维护性和扩展性。
# Spring Cloud配置示例
spring:
cloud:
nacos:
discovery:
server-addr: localhost:8848
gateway:
routes:
- id: product-service
uri: lb://product-service
predicates:
- Path=/api/products/**
4. 移动端适配与PWA支持
开发响应式前端界面,支持PWA(渐进式Web应用)特性,提升移动端用户体验。
// Service Worker注册
if ('serviceWorker' in navigator) {
navigator.serviceWorker.register('/sw.js')
.then(registration => {
console.log('SW registered: ', registration);
});
}
5. 智能推荐系统
基于用户行为数据构建推荐算法,实现个性化商品推荐。
# 简单的协同过滤推荐算法示例
def recommend_products(user_id, top_n=10):
user_behavior = get_user_behavior(user_id)
similar_users = find_similar_users(user_id)
recommendations = []
for similar_user in similar_users:
for product in similar_user.purchased_products:
if product not in user_behavior.viewed_products:
recommendations.append(product)
return sorted(recommendations, key=lambda x: x.score)[:top_n]
总结
该农产品直销平台通过SSM框架的成熟技术组合,构建了一个功能完善、性能稳定的电商系统。数据库设计体现了良好的规范化理念,核心功能模块实现了完整的业务流程。通过引入缓存、消息队列、微服务等现代化技术手段,系统具备进一步优化和扩展的潜力,能够更好地服务于农业数字化转型的需求。
平台的成功实施不仅为农产品流通提供了技术支撑,也为类似领域的电商系统开发提供了可借鉴的架构设计方案。随着技术的不断演进和业务需求的深化,平台将持续优化升级,为农产品供应链数字化建设贡献更大价值。