SpringBoot集成EasyExcel的应用场景分析

1、介绍

官网地址:https://www.yuque.com/easyexcel特点:

1、Java领域解析、生成Excel比较有名的框架有Apache poi、jxl等。但他们都存在一个严重的问题就是 非常的耗内存。如果你的系统并发量不大的话可能还行,但是一旦并发上来后一定会OOM或 者JVM频繁的full gc。2、EasyExcel是阿里巴巴开源的一个excel处理框架,以使用简单、节省内存著称。EasyExcel能大大减 少占用内存的主要原因是在解析Excel时没有将文件数据一次性全部加载到内存中,而是从磁盘上一 行行读取数据,逐个解析。3、EasyExcel采用一行一行的解析模式,并将一行的解析结果以观察者的模式通知处理 (AnalysisEventListener)。

2、应用场景

1、数据导入:减轻录入工作量2、数据导出:统计信息归档3、数据传输:异构系统之间数据传输

3、要实现的效果

sql

CREATE TABLE `edu_subject` (  `id` char(19) NOT NULL COMMENT '课程类别ID',  `title` varchar(10) NOT NULL COMMENT '类别名称',  `parent_id` char(19) NOT NULL DEFAULT '0' COMMENT '父ID',  `sort` int unsigned NOT NULL DEFAULT '0' COMMENT '排序字段',  `gmt_create` datetime NOT NULL COMMENT '创建时间',  `gmt_modified` datetime NOT NULL COMMENT '更新时间',  PRIMARY KEY (`id`),  KEY `idx_parent_id` (`parent_id`)) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_0900_ai_ci ROW_FORMAT=COMPACT COMMENT='课程科目';

转成->

3、使用3.1、pom依赖导入

温馨提示:以下版本不能更换,换了可能会不行

<dependency>            <groupId>com.alibaba</groupId>            <artifactId>easyexcel</artifactId>            <version>2.1.1</version>        </dependency><!--xls-->        <dependency>            <groupId>org.apache.poi</groupId>            <artifactId>poi</artifactId>            <version>3.17</version>        </dependency>        <dependency>            <groupId>org.apache.poi</groupId>            <artifactId>poi-ooxml</artifactId>            <version>3.17</version>        </dependency>

3.2、controller

package com.zhz.serviceedu.controller;import com.zhz.common.utils.R;import com.zhz.serviceedu.service.EduSubjectService;import io.swagger.annotations.Api;import io.swagger.annotations.ApiOperation;import org.springframework.beans.factory.annotation.Autowired;import org.springframework.web.bind.annotation.CrossOrigin;import org.springframework.web.bind.annotation.PostMapping;import org.springframework.web.bind.annotation.RequestMapping;import org.springframework.web.bind.annotation.RestController;import org.springframework.web.multipart.MultipartFile;/** * <p> * 课程科目 前端控制器 * </p> * * @author zhz * @since 2021-07-03 */@RestController@RequestMapping("/eduservice/subject")@CrossOrigin@Api(tags = "课程科目")public class EduSubjectController {    @Autowired    private EduSubjectService eduSubjectService;    /**     * 添加课程分类,获取上传过来的文件,把文件内容读取出来     */    @PostMapping("/addSubject")    @ApiOperation(value = "添加课程分类,获取上传过来的文件,把文件内容读取出来")    public R addSubject(MultipartFile file){        //上传过来的excel文件        eduSubjectService.saveSubject(file,eduSubjectService);        return R.ok();    }}

3.3、interface

package com.zhz.serviceedu.service;import com.zhz.serviceedu.entity.EduSubject;import com.baomidou.mybatisplus.extension.service.IService;import org.springframework.web.multipart.MultipartFile;/** * <p> * 课程科目 服务类 * </p> * * @author zhz * @since 2021-07-03 */public interface EduSubjectService extends IService<EduSubject> {    /**     * 添加课程信息     *     * @author zhz     * @date 2021/07/02 02:18     * @param file 文件对象,用于获取excel文件     * @param eduSubjectService 方便监听器部分引用     */    void saveSubject(MultipartFile file, EduSubjectService eduSubjectService);}

3.4、impl

package com.zhz.serviceedu.service.impl;import com.alibaba.excel.EasyExcel;import com.zhz.serviceedu.entity.EduSubject;import com.zhz.serviceedu.entity.excel.SubjectData;import com.zhz.serviceedu.listener.SubjectExcelListener;import com.zhz.serviceedu.mapper.EduSubjectMapper;import com.zhz.serviceedu.service.EduSubjectService;import com.baomidou.mybatisplus.extension.service.impl.ServiceImpl;import org.springframework.stereotype.Service;import org.springframework.web.multipart.MultipartFile;import java.io.InputStream;/** * <p> * 课程科目 服务实现类 * </p> * * @author zhz * @since 2021-07-03 */@Servicepublic class EduSubjectServiceImpl extends ServiceImpl<EduSubjectMapper, EduSubject> implements EduSubjectService {    /**     * 添加课程信息     *     * @param file 文件对象,用于获取excel文件     * @param eduSubjectService     * @author zhz     * @date 2021/07/02 02:18     */    @Override    public void saveSubject(MultipartFile file, EduSubjectService eduSubjectService) {        try {            //文件输入流            InputStream in = file.getInputStream();            //调用方法进行读取            EasyExcel.read(in, SubjectData.class,new SubjectExcelListener(eduSubjectService)).sheet().doRead();        }catch (Exception e){            e.printStackTrace();        }    }}

3.5、listener

package com.zhz.serviceedu.listener;import com.alibaba.excel.context.AnalysisContext;import com.alibaba.excel.event.AnalysisEventListener;import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper;import com.zhz.servicebase.execptionhandler.GuliException;import com.zhz.serviceedu.entity.EduSubject;import com.zhz.serviceedu.entity.excel.SubjectData;import com.zhz.serviceedu.service.EduSubjectService;import lombok.extern.slf4j.Slf4j;import org.springframework.util.StringUtils;/** * @author zhouhengzhe * @Description: excel监听器 * @date 2021/7/3上午2:28 */@Slf4jpublic class SubjectExcelListener extends AnalysisEventListener<SubjectData> {    /**     * 创建有参数构造,传递subjectService用于操作数据库     * 因为SubjectExcelListener不能交给spring去管理,所以需要自己new,不能注入对象     * 此处一定要是public,不然永远获取不到对象     */    public EduSubjectService eduSubjectService;    public SubjectExcelListener() {    }    public SubjectExcelListener(EduSubjectService eduSubjectService) {        this.eduSubjectService = eduSubjectService;    }    /**     * 读取excel内容,一行一行进行读取,此处全是业务处理     * @param subjectData     * @param analysisContext     */    @Override    public void invoke(SubjectData subjectData, AnalysisContext analysisContext) {        log.info("进入方法调用");        if (StringUtils.isEmpty(subjectData)){            throw new GuliException(20001,"文件数据为空");        }        //一行一行去读取excel内容,每次读取有两个值,第一个值为一级分类,第二个值为二级分类        //判断一级分类是否重复        EduSubject existOneSubject = this.existOneSubject(eduSubjectService, subjectData.getOneSubjectName());        if (StringUtils.isEmpty(existOneSubject)){            existOneSubject=new EduSubject();            existOneSubject.setParentId("0");            //一级分类名称            existOneSubject.setTitle(subjectData.getOneSubjectName());            eduSubjectService.save(existOneSubject);        }        //获取一级分类的pid值        String pid=existOneSubject.getId();        //添加二级分类        // 判断二级分类是否重复        EduSubject existTwoSubject = this.existTwoSubject(eduSubjectService, subjectData.getTwoSubjectName(), pid);        if (StringUtils.isEmpty(existTwoSubject)){            existTwoSubject=new EduSubject();            existTwoSubject.setParentId(pid);            //二级分类名称            existTwoSubject.setTitle(subjectData.getTwoSubjectName());            eduSubjectService.save(existTwoSubject);        }    }    /**     * 读取完成后执行     */    @Override    public void doAfterAllAnalysed(AnalysisContext analysisContext) {    }    /**     * 判断一级分类是否重复     * 因为课程的的parent_id为0时,代表是一级分类,并且一级分类数据不重复     * @param eduSubjectService     * @param name     * @return     */    private EduSubject existOneSubject(EduSubjectService eduSubjectService,String name){        QueryWrapper<EduSubject> wrapper=new QueryWrapper<>();        wrapper.eq("title",name);        wrapper.eq("parent_id","0");        EduSubject subject = eduSubjectService.getOne(wrapper);        return subject;    }    /**     * 判断二级分类是否重复     *     * @param eduSubjectService     * @param name     * @param pid     * @return     */    private EduSubject existTwoSubject(EduSubjectService eduSubjectService,String name,String pid){        QueryWrapper<EduSubject> wrapper=new QueryWrapper<>();        wrapper.eq("title",name);        wrapper.eq("parent_id",pid);        EduSubject eduSubject = eduSubjectService.getOne(wrapper);        return eduSubject;    }}

3.6、小细节,实体类pojo

因为mybatisplus生成的实体类的主键生成策略是IdType.ID_WORKER,所以需要修改成IdType.ID_WORKER_STR,否则会有转换问题

package com.zhz.serviceedu.entity;import com.baomidou.mybatisplus.annotation.FieldFill;import com.baomidou.mybatisplus.annotation.IdType;import java.util.Date;import com.baomidou.mybatisplus.annotation.TableField;import com.baomidou.mybatisplus.annotation.TableId;import java.io.Serializable;import io.swagger.annotations.ApiModel;import io.swagger.annotations.ApiModelProperty;import lombok.Data;import lombok.EqualsAndHashCode;import lombok.experimental.Accessors;/** * <p> * 课程科目 * </p> * * @author zhz * @since 2021-07-03 */@Data@EqualsAndHashCode(callSuper = false)@Accessors(chain = true)@ApiModel(value="EduSubject对象", description="课程科目")public class EduSubject implements Serializable {    private static final long serialVersionUID = 1L;    @ApiModelProperty(value = "课程类别ID")    @TableId(value = "id", type = IdType.ID_WORKER_STR)    private String id;    @ApiModelProperty(value = "类别名称")    private String title;    @ApiModelProperty(value = "父ID")    private String parentId;    @ApiModelProperty(value = "排序字段")    private Integer sort;    @ApiModelProperty(value = "创建时间")    @TableField(fill = FieldFill.INSERT)    private Date gmtCreate;    @ApiModelProperty(value = "更新时间")    @TableField(fill = FieldFill.INSERT_UPDATE)    private Date gmtModified;}

3.7、其余,swagger集成,R类统一返回,统一日志等,请看我其他博客

统一日志:https://blog.csdn.net/zhouhengzhe/article/details/118078080统一返回值:https://blog.csdn.net/zhouhengzhe/article/details/118065066统一异常:https://blog.csdn.net/zhouhengzhe/article/details/118064739swagger集成:https://blog.csdn.net/zhouhengzhe/article/details/118063779

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而更像是听见了天地间冥冥中的呼唤,

SpringBoot集成EasyExcel的应用场景分析

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