在Spring Boot中实现CSV文件上传

文章展示了如何在SpringBoot项目中使用MyBatisPlus来导入CSV文件。通过MultipartFile接收文件,利用OpenCSV库解析CSV数据,将数据转换为Book对象并存储到数据库。同时,文中提供了异步处理大量数据的多线程导入方法,以提高性能。

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<dependencies>

    <!--springboot依赖-->
    <dependency>
        <groupId>org.springframework.boot</groupId>
        <artifactId>spring-boot-starter-web</artifactId>
    </dependency>

    <dependency>
        <groupId>org.projectlombok</groupId>
        <artifactId>lombok</artifactId>
        <version>1.18.12</version>
    </dependency>

    <dependency>
        <groupId>com.opencsv</groupId>
        <artifactId>opencsv</artifactId>
        <version>5.5.1</version>
    </dependency>


    <!-- MySQL 驱动 -->
    <dependency>
        <groupId>mysql</groupId>
        <artifactId>mysql-connector-java</artifactId>
        <version>8.0.30</version>
        <scope>runtime</scope>
    </dependency>

    <!-- mybatis plus的依赖 -->
    <dependency>
        <groupId>com.baomidou</groupId>
        <artifactId>mybatis-plus-boot-starter</artifactId>
        <version>3.4.1</version>
    </dependency>

    <dependency>
        <groupId>com.google.guava</groupId>
        <artifactId>guava</artifactId>
        <version>21.0</version>
    </dependency>

</dependencies>
package com.ohc.controller;

import com.ohc.service.FileUploadService;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.web.bind.annotation.PostMapping;
import org.springframework.web.bind.annotation.RequestMapping;
import org.springframework.web.bind.annotation.RequestParam;
import org.springframework.web.bind.annotation.RestController;
import org.springframework.web.multipart.MultipartFile;

@RestController
@RequestMapping("/file")
public class FileUploadController {

    @Autowired
    FileUploadService fileUploadService;

    @PostMapping("/csv/import")
    public String csvImport(@RequestParam("file") MultipartFile file) {
        fileUploadService.csvImport(file);
        return "文件上传成功";
    }

    //大数据量的CSV文件导入用多线程
    @PostMapping("/csv/import/async")
    public String csvImportAsync(@RequestParam("file") MultipartFile file) {
        fileUploadService.csvImportAsync(file);
        return "大数据量文件上传成功";
    }
}

package com.ohc.service.impl;

import com.baomidou.mybatisplus.extension.service.impl.ServiceImpl;
import com.google.common.collect.Lists;
import com.ohc.dao.BookDao;
import com.ohc.entity.Book;
import com.ohc.service.FileUploadService;
import com.opencsv.bean.CsvToBean;
import com.opencsv.bean.CsvToBeanBuilder;
import com.opencsv.bean.HeaderColumnNameMappingStrategy;
import lombok.extern.slf4j.Slf4j;
import org.springframework.stereotype.Service;
import org.springframework.web.multipart.MultipartFile;

import java.io.IOException;
import java.io.InputStreamReader;
import java.nio.charset.StandardCharsets;
import java.util.List;
import java.util.concurrent.ExecutorService;
import java.util.concurrent.Executors;

@Service
public class FileUploadServiceImpl extends ServiceImpl<BookDao,Book> implements FileUploadService {

    public static final Integer N_Thread = Runtime.getRuntime().availableProcessors() * 2 + 1;


    @Override
    public void csvImport(MultipartFile file) {
        List<Book> bookList = convertCsvToList(file);
        saveBatch(bookList);
    }

    //多线程导入数据库
    @Override
    public void csvImportAsync(MultipartFile file) {

        List<Book> bookList = convertCsvToList(file);
        //拆分List
        List<List<Book>> bookLists = Lists.partition(bookList, 10000);
        //创建线程池
        ExecutorService executor = Executors.newFixedThreadPool(N_Thread);

        for (int i = 0; i < bookLists.size(); i++) {
            List<Book> books = bookLists.get(i);
            executor.execute(() -> saveBatch(books));
        }
    }

    private List<Book> convertCsvToList (MultipartFile file){
        HeaderColumnNameMappingStrategy<Book> mappingStrategy  = new HeaderColumnNameMappingStrategy<>();
        mappingStrategy.setType(Book.class);
        CsvToBean<Book> build = null;
        try {
            build = new CsvToBeanBuilder<Book>(new InputStreamReader(file.getInputStream(), StandardCharsets.UTF_8)).withMappingStrategy(mappingStrategy).withSeparator(',').build();
        } catch (IOException e) {
            throw new RuntimeException(e);
        }
        List<Book> bookList = build.parse();
        return bookList;
    }
}

package com.ohc.service;

import com.baomidou.mybatisplus.extension.service.IService;
import com.ohc.entity.Book;
import org.springframework.web.multipart.MultipartFile;

public interface FileUploadService extends IService<Book> {
    void csvImport(MultipartFile file);

    //大数据量CSV文件导入数据库
    void csvImportAsync(MultipartFile file);
}

package com.ohc.dao;

import com.baomidou.mybatisplus.core.mapper.BaseMapper;
import com.ohc.entity.Book;
import org.apache.ibatis.annotations.Mapper;

@Mapper
public interface BookDao extends BaseMapper<Book> {

}

package com.ohc.entity;

import com.baomidou.mybatisplus.annotation.IdType;
import com.baomidou.mybatisplus.annotation.TableId;
import com.baomidou.mybatisplus.annotation.TableName;
import com.opencsv.bean.CsvBindByName;
import lombok.Data;

import java.io.Serializable;

@Data
@TableName("book")
public class Book implements Serializable {

    private static final long serialVersionUID = 1L;

    @CsvBindByName(column = "id")
    @TableId(value = "id", type = IdType.AUTO)
    private int id;

    @CsvBindByName(column = "cover")
    private String cover;

    @CsvBindByName(column = "title")
    private String title;

    @CsvBindByName(column = "author")
    private String author;

    @CsvBindByName(column = "date")
    private String date;

    @CsvBindByName(column = "press")
    private String press;

    @CsvBindByName(column = "abs")
    private String abs;

    @CsvBindByName(column = "cid")
    private int cid;

}

server:
    port: 8888

spring:
    datasource:
        driver-class-name: com.mysql.cj.jdbc.Driver
        url: jdbc:mysql://IP:3306/book_note?serverTimezone=UTC&userUnicode=true&useSSL=false&
        username: root
        password: password
        hikari:
            connection-timeout: 60000
            idle-timeout: 500000
            max-lifetime: 540000
            maximum-pool-size: 20
            minimum-idle: 10

    servlet:
        multipart:
            max-file-size: 700MB
            max-request-size: 700MB

Postman 如何上传csv文件

1、post请求

2、填写Headers
Key:Content-Type
Value:multipart/form-data

3、填写body
选择form-data
然后在key里填写file(对应接口的形参),这里注意在旁边选择文件file

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