计算机毕业设计 基于大数据的心脏病患者数据分析管理系统的设计与实现 Java实战项目 附源码+文档+视频讲解
2023-12-13 10:28:42
博主介绍：?从事软件开发10年之余，专注于Java技术领域、Python人工智能及数据挖掘、小程序项目开发和Android项目开发等。CSDN、掘金、华为云、InfoQ、阿里云等平台优质作者?
🍅文末获取源码联系🍅
👇🏻 精彩专栏推荐订阅👇🏻 不然下次找不到哟
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计算机毕业设计《1000套》?
目录
1、项目介绍及开发技术
1.1 项目介绍
随着大数据时代的到来，人们对于健康信息的需求越来越高。随着医疗技术的不断发展，心脏病的诊断和治疗手段不断完善，但心脏病的发病率仍然居高不下。心脏病患者需要长期进行健康管理，定期进行检查和调整治疗方案。为了更好地管理心脏病患者的健康信息，提高患者的生活质量，我们设计并实现了一套基于大数据的心脏病患者数据分析管理系统。该系统旨在为患者和医生提供一个便捷、高效的信息管理平台，通过对大量数据的分析和挖掘，为患者提供个性化的健康建议和管理方案。
1.2 开发技术
Java开发语言、SpringBoot、MyBatisPlus、MySQL数据库、Maven、IDEA开发工具、JDK1.8+、Vue、HTML、CSS、JS。
2、系统功能模块设计
用户：注册登录、首页、个人中心（修改密码、个人信息）、新闻期刊管理、健康信息管理、健康建议管理。
管理员：登录、个人中心（修改密码、个人信息）、用户管理、新闻期刊管理、健康信息管理、健康建议管理、数据分析管理。
3、功能截图
注册
登录
?首页
?个人中心
?用户管理
新闻期刊
?健康信息管理
?健康建议管理
?数据分析管理
4、数据库表结构设计
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`zhanghao` varchar(200) DEFAULT NULL COMMENT '账号',
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`jigaidanbai` varchar(200) DEFAULT NULL COMMENT '肌钙蛋白',
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`nianling` int(11) DEFAULT NULL COMMENT '年龄',
`xingbie` varchar(200) DEFAULT NULL COMMENT '性别',
`shengao` varchar(200) DEFAULT NULL COMMENT '身高',
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`shousuoya` int(11) DEFAULT NULL COMMENT '收缩压',
`shuzhangya` int(11) DEFAULT NULL COMMENT '舒张压',
`danguchun` int(11) DEFAULT NULL COMMENT '胆固醇',
`putaotang` int(11) DEFAULT NULL COMMENT '葡萄糖',
`xiyan` varchar(200) DEFAULT NULL COMMENT '吸烟',
`yinjiu` varchar(200) DEFAULT NULL COMMENT '饮酒',
`yundong` varchar(200) DEFAULT NULL COMMENT '运动',
`xinzangbing` varchar(200) DEFAULT NULL COMMENT '心脏病',
PRIMARY KEY (`id`)
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`id` bigint(20) NOT NULL AUTO_INCREMENT COMMENT '主键',
`addtime` timestamp NOT NULL DEFAULT CURRENT_TIMESTAMP COMMENT '创建时间',
`zhanghao` varchar(200) NOT NULL COMMENT '账号',
`mima` varchar(200) NOT NULL COMMENT '密码',
`xingming` varchar(200) NOT NULL COMMENT '姓名',
`xingbie` varchar(200) DEFAULT NULL COMMENT '性别',
`dianhua` varchar(200) DEFAULT NULL COMMENT '电话',
`touxiang` longtext COMMENT '头像',
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) ENGINE=InnoDB AUTO_INCREMENT=19 DEFAULT CHARSET=utf8 COMMENT='用户';
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-- Dump completed on 2023-05-04 17:48:08
5、关键代码
5.1 数据分析管理Controller模块?
package com.controller;
import java.math.BigDecimal;
import java.text.SimpleDateFormat;
import java.text.ParseException;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.Calendar;
import java.util.Map;
import java.util.HashMap;
import java.util.Iterator;
import java.util.Date;
import java.util.List;
import javax.servlet.http.HttpServletRequest;
import com.utils.ValidatorUtils;
import org.apache.commons.lang3.StringUtils;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.transaction.annotation.Transactional;
import org.springframework.format.annotation.DateTimeFormat;
import org.springframework.web.bind.annotation.PathVariable;
import org.springframework.web.bind.annotation.RequestBody;
import org.springframework.web.bind.annotation.RequestMapping;
import org.springframework.web.bind.annotation.RequestParam;
import org.springframework.web.bind.annotation.RestController;
import com.baomidou.mybatisplus.mapper.EntityWrapper;
import com.baomidou.mybatisplus.mapper.Wrapper;
import com.annotation.IgnoreAuth;
import com.entity.ShujufenxiEntity;
import com.entity.view.ShujufenxiView;
import com.service.ShujufenxiService;
import com.service.TokenService;
import com.utils.PageUtils;
import com.utils.R;
import com.utils.MD5Util;
import com.utils.MPUtil;
import com.utils.CommonUtil;
import java.io.IOException;
import org.apache.spark.api.java.JavaSparkContext;
import org.apache.spark.api.java.JavaPairRDD;
import scala.Tuple2;
/**
* 数据分析
* 后端接口
* @author
* @email
* @date 2023-05-04 17:19:01
*/
@RestController
@RequestMapping("/shujufenxi")
public class ShujufenxiController {
@Autowired
private ShujufenxiService shujufenxiService;
@Autowired
private JavaSparkContext javaSparkContext;
/**
* 后端列表
*/
@RequestMapping("/page")
public R page(@RequestParam Map<String, Object> params,ShujufenxiEntity shujufenxi,
HttpServletRequest request){
EntityWrapper<ShujufenxiEntity> ew = new EntityWrapper<ShujufenxiEntity>();
PageUtils page = shujufenxiService.queryPage(params, MPUtil.sort(MPUtil.between(MPUtil.likeOrEq(ew, shujufenxi), params), params));
return R.ok().put("data", page);
}
/**
* 前端列表
*/
@IgnoreAuth
@RequestMapping("/list")
public R list(@RequestParam Map<String, Object> params,ShujufenxiEntity shujufenxi,
HttpServletRequest request){
EntityWrapper<ShujufenxiEntity> ew = new EntityWrapper<ShujufenxiEntity>();
PageUtils page = shujufenxiService.queryPage(params, MPUtil.sort(MPUtil.between(MPUtil.likeOrEq(ew, shujufenxi), params), params));
return R.ok().put("data", page);
}
/**
* 列表
*/
@RequestMapping("/lists")
public R list( ShujufenxiEntity shujufenxi){
EntityWrapper<ShujufenxiEntity> ew = new EntityWrapper<ShujufenxiEntity>();
ew.allEq(MPUtil.allEQMapPre( shujufenxi, "shujufenxi"));
return R.ok().put("data", shujufenxiService.selectListView(ew));
}
/**
* 查询
*/
@RequestMapping("/query")
public R query(ShujufenxiEntity shujufenxi){
EntityWrapper< ShujufenxiEntity> ew = new EntityWrapper< ShujufenxiEntity>();
ew.allEq(MPUtil.allEQMapPre( shujufenxi, "shujufenxi"));
ShujufenxiView shujufenxiView = shujufenxiService.selectView(ew);
return R.ok("查询数据分析成功").put("data", shujufenxiView);
}
/**
* 后端详情
*/
@RequestMapping("/info/{id}")
public R info(@PathVariable("id") Long id){
ShujufenxiEntity shujufenxi = shujufenxiService.selectById(id);
return R.ok().put("data", shujufenxi);
}
/**
* 前端详情
*/
@IgnoreAuth
@RequestMapping("/detail/{id}")
public R detail(@PathVariable("id") Long id){
ShujufenxiEntity shujufenxi = shujufenxiService.selectById(id);
return R.ok().put("data", shujufenxi);
}
/**
* 后端保存
*/
@RequestMapping("/save")
public R save(@RequestBody ShujufenxiEntity shujufenxi, HttpServletRequest request){
shujufenxi.setId(new Date().getTime()+new Double(Math.floor(Math.random()*1000)).longValue());
//ValidatorUtils.validateEntity(shujufenxi);
shujufenxiService.insert(shujufenxi);
return R.ok();
}
/**
* 前端保存
*/
@RequestMapping("/add")
public R add(@RequestBody ShujufenxiEntity shujufenxi, HttpServletRequest request){
shujufenxi.setId(new Date().getTime()+new Double(Math.floor(Math.random()*1000)).longValue());
//ValidatorUtils.validateEntity(shujufenxi);
shujufenxiService.insert(shujufenxi);
return R.ok();
}
/**
* 修改
*/
@RequestMapping("/update")
@Transactional
public R update(@RequestBody ShujufenxiEntity shujufenxi, HttpServletRequest request){
//ValidatorUtils.validateEntity(shujufenxi);
shujufenxiService.updateById(shujufenxi);//全部更新
return R.ok();
}
/**
* 删除
*/
@RequestMapping("/delete")
public R delete(@RequestBody Long[] ids){
shujufenxiService.deleteBatchIds(Arrays.asList(ids));
return R.ok();
}
/**
* （按值统计）
*/
@RequestMapping("/value/{xColumnName}/{yColumnName}")
public R value(@PathVariable("yColumnName") String yColumnName, @PathVariable("xColumnName") String xColumnName,HttpServletRequest request) {
Map<String, Object> params = new HashMap<String, Object>();
params.put("xColumn", xColumnName);
params.put("yColumn", yColumnName);
EntityWrapper<ShujufenxiEntity> ew = new EntityWrapper<ShujufenxiEntity>();
List<Map<String, Object>> result = shujufenxiService.selectValue(params, ew);
SimpleDateFormat sdf = new SimpleDateFormat("yyyy-MM-dd");
for(Map<String, Object> m : result) {
for(String k : m.keySet()) {
if(m.get(k) instanceof Date) {
m.put(k, sdf.format((Date)m.get(k)));
}
}
}
List<Map<String, Object>> result2 = new ArrayList<Map<String,Object>>();
for(Map<String, Object> m : result) {
List<Tuple2<String, Object>> data = new ArrayList<>();
for(String s : m.keySet()) {
data.add(new Tuple2<>(s, m.get(s)));
}
JavaPairRDD<String, Object> originRDD = javaSparkContext.parallelizePairs(data);
result2.add(originRDD.collectAsMap());
}
return R.ok().put("data", result2);
}
/**
* （按值统计(多)）
*/
@RequestMapping("/valueMul/{xColumnName}")
public R valueMul(@PathVariable("xColumnName") String xColumnName,@RequestParam String yColumnNameMul, HttpServletRequest request) {
String[] yColumnNames = yColumnNameMul.split(",");
Map<String, Object> params = new HashMap<String, Object>();
params.put("xColumn", xColumnName);
List<List<Map<String, Object>>> result2 = new ArrayList<List<Map<String,Object>>>();
SimpleDateFormat sdf = new SimpleDateFormat("yyyy-MM-dd");
EntityWrapper<ShujufenxiEntity> ew = new EntityWrapper<ShujufenxiEntity>();
for(int i=0;i<yColumnNames.length;i++) {
params.put("yColumn", yColumnNames[i]);
List<Map<String, Object>> result = shujufenxiService.selectValue(params, ew);
for(Map<String, Object> m : result) {
for(String k : m.keySet()) {
if(m.get(k) instanceof Date) {
m.put(k, sdf.format((Date)m.get(k)));
}
}
}
result2.add(result);
}
return R.ok().put("data", result2);
}
/**
* （按值统计）时间统计类型
*/
@RequestMapping("/value/{xColumnName}/{yColumnName}/{timeStatType}")
public R valueDay(@PathVariable("yColumnName") String yColumnName, @PathVariable("xColumnName") String xColumnName, @PathVariable("timeStatType") String timeStatType,HttpServletRequest request) {
Map<String, Object> params = new HashMap<String, Object>();
params.put("xColumn", xColumnName);
params.put("yColumn", yColumnName);
params.put("timeStatType", timeStatType);
EntityWrapper<ShujufenxiEntity> ew = new EntityWrapper<ShujufenxiEntity>();
List<Map<String, Object>> result = shujufenxiService.selectTimeStatValue(params, ew);
SimpleDateFormat sdf = new SimpleDateFormat("yyyy-MM-dd");
for(Map<String, Object> m : result) {
for(String k : m.keySet()) {
if(m.get(k) instanceof Date) {
m.put(k, sdf.format((Date)m.get(k)));
}
}
}
List<Map<String, Object>> result2 = new ArrayList<Map<String,Object>>();
for(Map<String, Object> m : result) {
List<Tuple2<String, Object>> data = new ArrayList<>();
for(String s : m.keySet()) {
data.add(new Tuple2<>(s, m.get(s)));
}
JavaPairRDD<String, Object> originRDD = javaSparkContext.parallelizePairs(data);
result2.add(originRDD.collectAsMap());
}
return R.ok().put("data", result2);
}
/**
* （按值统计）时间统计类型(多)
*/
@RequestMapping("/valueMul/{xColumnName}/{timeStatType}")
public R valueMulDay(@PathVariable("xColumnName") String xColumnName, @PathVariable("timeStatType") String timeStatType,@RequestParam String yColumnNameMul,HttpServletRequest request) {
String[] yColumnNames = yColumnNameMul.split(",");
Map<String, Object> params = new HashMap<String, Object>();
params.put("xColumn", xColumnName);
params.put("timeStatType", timeStatType);
List<List<Map<String, Object>>> result2 = new ArrayList<List<Map<String,Object>>>();
SimpleDateFormat sdf = new SimpleDateFormat("yyyy-MM-dd");
EntityWrapper<ShujufenxiEntity> ew = new EntityWrapper<ShujufenxiEntity>();
for(int i=0;i<yColumnNames.length;i++) {
params.put("yColumn", yColumnNames[i]);
List<Map<String, Object>> result = shujufenxiService.selectTimeStatValue(params, ew);
for(Map<String, Object> m : result) {
for(String k : m.keySet()) {
if(m.get(k) instanceof Date) {
m.put(k, sdf.format((Date)m.get(k)));
}
}
}
result2.add(result);
}
return R.ok().put("data", result2);
}
/**
* 分组统计
*/
@RequestMapping("/group/{columnName}")
public R group(@PathVariable("columnName") String columnName,HttpServletRequest request) {
Map<String, Object> params = new HashMap<String, Object>();
params.put("column", columnName);
EntityWrapper<ShujufenxiEntity> ew = new EntityWrapper<ShujufenxiEntity>();
List<Map<String, Object>> result = shujufenxiService.selectGroup(params, ew);
SimpleDateFormat sdf = new SimpleDateFormat("yyyy-MM-dd");
for(Map<String, Object> m : result) {
for(String k : m.keySet()) {
if(m.get(k) instanceof Date) {
m.put(k, sdf.format((Date)m.get(k)));
}
}
}
List<Map<String, Object>> result2 = new ArrayList<Map<String,Object>>();
for(Map<String, Object> m : result) {
List<Tuple2<String, Object>> data = new ArrayList<>();
for(String s : m.keySet()) {
data.add(new Tuple2<>(s, m.get(s)));
}
JavaPairRDD<String, Object> originRDD = javaSparkContext.parallelizePairs(data);
result2.add(originRDD.collectAsMap());
}
return R.ok().put("data", result2);
}
}
5.2 数据分析管理Service模块?
package com.service;
import com.baomidou.mybatisplus.mapper.Wrapper;
import com.baomidou.mybatisplus.service.IService;
import com.utils.PageUtils;
import com.entity.ShujufenxiEntity;
import java.util.List;
import java.util.Map;
import com.entity.vo.ShujufenxiVO;
import org.apache.ibatis.annotations.Param;
import com.entity.view.ShujufenxiView;
/**
* 数据分析
*
* @author
* @email
* @date 2023-05-04 17:19:01
*/
public interface ShujufenxiService extends IService<ShujufenxiEntity> {
PageUtils queryPage(Map<String, Object> params);
List<ShujufenxiVO> selectListVO(Wrapper<ShujufenxiEntity> wrapper);
ShujufenxiVO selectVO(@Param("ew") Wrapper<ShujufenxiEntity> wrapper);
List<ShujufenxiView> selectListView(Wrapper<ShujufenxiEntity> wrapper);
ShujufenxiView selectView(@Param("ew") Wrapper<ShujufenxiEntity> wrapper);
PageUtils queryPage(Map<String, Object> params,Wrapper<ShujufenxiEntity> wrapper);
List<Map<String, Object>> selectValue(Map<String, Object> params,Wrapper<ShujufenxiEntity> wrapper);
List<Map<String, Object>> selectTimeStatValue(Map<String, Object> params,Wrapper<ShujufenxiEntity> wrapper);
List<Map<String, Object>> selectGroup(Map<String, Object> params,Wrapper<ShujufenxiEntity> wrapper);
}
5.3 数据分析管理ServiceImpl模块
package com.service.impl;
import org.springframework.stereotype.Service;
import java.util.Map;
import java.util.List;
import com.baomidou.mybatisplus.mapper.Wrapper;
import com.baomidou.mybatisplus.mapper.EntityWrapper;
import com.baomidou.mybatisplus.plugins.Page;
import com.baomidou.mybatisplus.service.impl.ServiceImpl;
import com.utils.PageUtils;
import com.utils.Query;
import com.dao.ShujufenxiDao;
import com.entity.ShujufenxiEntity;
import com.service.ShujufenxiService;
import com.entity.vo.ShujufenxiVO;
import com.entity.view.ShujufenxiView;
@Service("shujufenxiService")
public class ShujufenxiServiceImpl extends ServiceImpl<ShujufenxiDao, ShujufenxiEntity> implements ShujufenxiService {
@Override
public PageUtils queryPage(Map<String, Object> params) {
Page<ShujufenxiEntity> page = this.selectPage(
new Query<ShujufenxiEntity>(params).getPage(),
new EntityWrapper<ShujufenxiEntity>()
);
return new PageUtils(page);
}
@Override
public PageUtils queryPage(Map<String, Object> params, Wrapper<ShujufenxiEntity> wrapper) {
Page<ShujufenxiView> page =new Query<ShujufenxiView>(params).getPage();
page.setRecords(baseMapper.selectListView(page,wrapper));
PageUtils pageUtil = new PageUtils(page);
return pageUtil;
}
@Override
public List<ShujufenxiVO> selectListVO(Wrapper<ShujufenxiEntity> wrapper) {
return baseMapper.selectListVO(wrapper);
}
@Override
public ShujufenxiVO selectVO(Wrapper<ShujufenxiEntity> wrapper) {
return baseMapper.selectVO(wrapper);
}
@Override
public List<ShujufenxiView> selectListView(Wrapper<ShujufenxiEntity> wrapper) {
return baseMapper.selectListView(wrapper);
}
@Override
public ShujufenxiView selectView(Wrapper<ShujufenxiEntity> wrapper) {
return baseMapper.selectView(wrapper);
}
@Override
public List<Map<String, Object>> selectValue(Map<String, Object> params, Wrapper<ShujufenxiEntity> wrapper) {
return baseMapper.selectValue(params, wrapper);
}
@Override
public List<Map<String, Object>> selectTimeStatValue(Map<String, Object> params, Wrapper<ShujufenxiEntity> wrapper) {
return baseMapper.selectTimeStatValue(params, wrapper);
}
@Override
public List<Map<String, Object>> selectGroup(Map<String, Object> params, Wrapper<ShujufenxiEntity> wrapper) {
return baseMapper.selectGroup(params, wrapper);
}
}
5.4?数据分析管理Dao模块
package com.dao;
import com.entity.ShujufenxiEntity;
import com.baomidou.mybatisplus.mapper.BaseMapper;
import java.util.List;
import java.util.Map;
import com.baomidou.mybatisplus.mapper.Wrapper;
import com.baomidou.mybatisplus.plugins.pagination.Pagination;
import org.apache.ibatis.annotations.Param;
import com.entity.vo.ShujufenxiVO;
import com.entity.view.ShujufenxiView;
/**
* 数据分析
*
* @author
* @email
* @date 2023-05-04 17:19:01
*/
public interface ShujufenxiDao extends BaseMapper<ShujufenxiEntity> {
List<ShujufenxiVO> selectListVO(@Param("ew") Wrapper<ShujufenxiEntity> wrapper);
ShujufenxiVO selectVO(@Param("ew") Wrapper<ShujufenxiEntity> wrapper);
List<ShujufenxiView> selectListView(@Param("ew") Wrapper<ShujufenxiEntity> wrapper);
List<ShujufenxiView> selectListView(Pagination page,@Param("ew") Wrapper<ShujufenxiEntity> wrapper);
ShujufenxiView selectView(@Param("ew") Wrapper<ShujufenxiEntity> wrapper);
List<Map<String, Object>> selectValue(@Param("params") Map<String, Object> params,@Param("ew") Wrapper<ShujufenxiEntity> wrapper);
List<Map<String, Object>> selectTimeStatValue(@Param("params") Map<String, Object> params,@Param("ew") Wrapper<ShujufenxiEntity> wrapper);
List<Map<String, Object>> selectGroup(@Param("params") Map<String, Object> params,@Param("ew") Wrapper<ShujufenxiEntity> wrapper);
}
6、论文目录结构
7、源码获取
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文章来源:https://blog.csdn.net/m0_74181697/article/details/134902010
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本文来自互联网用户投稿，该文观点仅代表作者本人，不代表本站立场。本站仅提供信息存储空间服务，不拥有所有权，不承担相关法律责任。 如若内容造成侵权/违法违规/事实不符，请联系我的编程经验分享网邮箱：veading@qq.com进行投诉反馈，一经查实，立即删除！