本文主要是介绍ShardingSphere-JDBC实现数据加解密,希望对大家解决编程问题提供一定的参考价值,需要的开发者们随着小编来一起学习吧!
一、什么是ShardingSphere?
ShardingSphere定位为轻量级 Java 框架,在 Java 的 JDBC 层提供的额外服务。 它使用客户端直连数据库,以 jar 包形式提供服务,无需额外部署和依赖,可理解为增强版的 JDBC 驱动,完全兼容 JDBC 和各种 ORM 框架。
Apache ShardingSphere 旨在构建异构数据库上层的标准和生态。 它关注如何充分合理地利用数据库的计算和存储能力,而并非实现一个全新的数据库。ShardingSphere 站在数据库的上层视角,关注他们之间的协作多于数据库自身。
连接
、增量
和 可插拔
是 Apache ShardingSphere 的核心概念。
连接
:通过对数据库协议、SQL 方言以及数据库存储的灵活适配,快速的连接应用与多模式的异构数据库;增量
:获取数据库的访问流量,并提供流量重定向(数据分片、读写分离、影子库)、流量变形(数据加密、数据脱敏)、流量鉴权(安全、审计、权限)、流量治理(熔断、限流)以及流量分析(服务质量分析、可观察性)等透明化增量功能;可插拔
:项目采用微内核 + 三层可插拔模型,使内核、功能组件以及生态对接完全能够灵活的方式进行插拔式扩展,开发者能够像使用积木一样定制属于自己的独特系统。
二、ShardingSphere实现加解密
2.1、创建用户表
脚本如下
CREATE TABLE `user` (`id` bigint(20) NOT NULL AUTO_INCREMENT COMMENT '用户ID',`email` varchar(255) CHARACTER SET utf8mb4 COLLATE utf8mb4_general_ci NOT NULL DEFAULT '' COMMENT '邮件',`nick_name` varchar(255) CHARACTER SET utf8mb4 COLLATE utf8mb4_general_ci NULL DEFAULT NULL COMMENT '昵称',`pass_word` varchar(255) CHARACTER SET utf8mb4 COLLATE utf8mb4_general_ci NOT NULL DEFAULT '' COMMENT '二次密码',`reg_time` varchar(255) CHARACTER SET utf8mb4 COLLATE utf8mb4_general_ci NOT NULL DEFAULT '' COMMENT '注册时间',`user_name` varchar(255) CHARACTER SET utf8mb4 COLLATE utf8mb4_general_ci NOT NULL DEFAULT '' COMMENT '用户名',`salary` varchar(255) CHARACTER SET utf8mb4 COLLATE utf8mb4_general_ci NULL DEFAULT NULL COMMENT '基本工资',PRIMARY KEY (`id`) USING BTREE
) ENGINE = InnoDB CHARACTER SET = utf8mb4 COLLATE = utf8mb4_general_ci;
2.2、springboot 项目添加依赖包
Spring Boot 项目,并添加相关的依赖包:
<?xml version="1.0" encoding="UTF-8"?>
<project xmlns="http://maven.apache.org/POM/4.0.0"xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd"><parent><groupId>org.springframework.boot</groupId><artifactId>spring-boot-starter-parent</artifactId><version>2.1.0.RELEASE</version></parent><modelVersion>4.0.0</modelVersion><artifactId>spring-boot-example-shardingsphere</artifactId><dependencies><!--spring boot核心--><dependency><groupId>org.springframework.boot</groupId><artifactId>spring-boot-starter</artifactId></dependency><!--spring boot 测试--><dependency><groupId>org.springframework.boot</groupId><artifactId>spring-boot-starter-test</artifactId><scope>test</scope></dependency><!--springmvc web--><dependency><groupId>org.springframework.boot</groupId><artifactId>spring-boot-starter-web</artifactId></dependency><!--mysql 数据源--><dependency><groupId>mysql</groupId><artifactId>mysql-connector-java</artifactId></dependency><!--mybatis 支持--><dependency><groupId>org.mybatis.spring.boot</groupId><artifactId>mybatis-spring-boot-starter</artifactId><version>2.0.0</version></dependency><!--shardingsphere数据分片、脱敏工具--><dependency><groupId>org.apache.shardingsphere</groupId><artifactId>sharding-jdbc-spring-boot-starter</artifactId><version>4.1.0</version></dependency><dependency><groupId>org.apache.shardingsphere</groupId><artifactId>sharding-jdbc-spring-namespace</artifactId><version>4.1.0</version></dependency><dependency><groupId>org.projectlombok</groupId><artifactId>lombok</artifactId><version>1.18.12</version><scope>provided</scope></dependency></dependencies><build><plugins><plugin><groupId>org.springframework.boot</groupId><artifactId>spring-boot-maven-plugin</artifactId></plugin><plugin><groupId>org.apache.maven.plugins</groupId><artifactId>maven-surefire-plugin</artifactId><configuration><skip>true</skip></configuration></plugin></plugins></build><repositories><repository><id>aliyun-repos</id><url>http://maven.aliyun.com/nexus/content/groups/public/</url><snapshots><enabled>false</enabled></snapshots></repository></repositories><pluginRepositories><pluginRepository><id>aliyun-plugin</id><url>http://maven.aliyun.com/nexus/content/groups/public/</url><snapshots><enabled>false</enabled></snapshots></pluginRepository></pluginRepositories></project>
2.3、添加properties配置
在application.properties
文件中,添加shardingsphere
相关配置,即可实现针对某张表的某个字段进行脱敏
spring.application.name=spring-boot-example-shardingsphere
server.port=8080#shardingsphere数据源集成
spring.shardingsphere.datasource.name=ds
spring.shardingsphere.datasource.ds.type=com.zaxxer.hikari.HikariDataSource
spring.shardingsphere.datasource.ds.driver-class-name=com.mysql.cj.jdbc.Driver
spring.shardingsphere.datasource.ds.jdbc-url=jdbc:mysql://127.0.0.1:3306/test?useUnicode=true&characterEncoding=UTF-8&autoReconnect=true&failOverReadOnly=false&zeroDateTimeBehavior=convertToNull&useSSL=true&serverTimezone=GMT%2B8&rewriteBatchedStatements=true&allowMultiQueries=true
spring.shardingsphere.datasource.ds.username=root
spring.shardingsphere.datasource.ds.password=123456#加密方式、密钥配置
spring.shardingsphere.encrypt.encryptors.encryptor_aes.type=aes
spring.shardingsphere.encrypt.encryptors.encryptor_aes.props.aes.key.value=hkiqAXU6Ur5fixGHaO4Lb2V2ggausYwW
#plainColumn表示明文列,cipherColumn表示脱敏列
spring.shardingsphere.encrypt.tables.user.columns.salary.plainColumn=
spring.shardingsphere.encrypt.tables.user.columns.salary.cipherColumn=salary
#spring.shardingsphere.encrypt.tables.user.columns.pass_word.assistedQueryColumn=
spring.shardingsphere.encrypt.tables.user.columns.salary.encryptor=encryptor_aesspring.shardingsphere.encrypt.tables.user.columns.pass_word.plainColumn=
spring.shardingsphere.encrypt.tables.user.columns.pass_word.cipherColumn=pass_word
spring.shardingsphere.encrypt.tables.user.columns.pass_word.encryptor=encryptor_aes#sql打印
spring.shardingsphere.props.sql.show=true
spring.shardingsphere.props.query.with.cipher.column=true#基于xml方法的配置
mybatis.mapper-locations=classpath:mapper/*.xml
其中有几个的配置信息比较重要,spring.shardingsphere.encrypt.tables是指要脱敏的表,user是表名,salary表示user表中的真实列,其中plainColumn指的是明文列,cipherColumn指的是脱敏列,如果是新工程,只需要配置脱敏列即可!
配置示例如下!这里配置user表的salary和pass_word字段未脱敏列
#plainColumn表示明文列,cipherColumn表示脱敏列
spring.shardingsphere.encrypt.tables.user.columns.salary.plainColumn=
spring.shardingsphere.encrypt.tables.user.columns.salary.cipherColumn=salary
#spring.shardingsphere.encrypt.tables.user.columns.pass_word.assistedQueryColumn=
spring.shardingsphere.encrypt.tables.user.columns.salary.encryptor=encryptor_aesspring.shardingsphere.encrypt.tables.user.columns.pass_word.plainColumn=
spring.shardingsphere.encrypt.tables.user.columns.pass_word.cipherColumn=pass_word
spring.shardingsphere.encrypt.tables.user.columns.pass_word.encryptor=encryptor_aes
2.4、编写数据持久层
然后,编写一个数据持久层,用于数据的存储和查询操作。
<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE mapper PUBLIC "-//mybatis.org//DTD Mapper 3.0//EN" "http://mybatis.org/dtd/mybatis-3-mapper.dtd">
<mapper namespace="com.lh.shardingsphere.mapper.UserMapperXml" ><resultMap id="BaseResultMap" type="com.lh.shardingsphere.entity.UserEntity" ><id column="id" property="id" jdbcType="BIGINT" /><result column="email" property="email" jdbcType="VARCHAR" /><result column="nick_name" property="nickName" jdbcType="VARCHAR" /><result column="pass_word" property="passWord" jdbcType="VARCHAR" /><result column="reg_time" property="regTime" jdbcType="VARCHAR" /><result column="user_name" property="userName" jdbcType="VARCHAR" /><result column="salary" property="salary" jdbcType="VARCHAR" /></resultMap><select id="findAll" resultMap="BaseResultMap">SELECT * FROM user</select><insert id="insert" parameterType="com.lh.shardingsphere.entity.UserEntity">INSERT INTO user(id,email,nick_name,pass_word,reg_time,user_name, salary)VALUES(#{id},#{email},#{nickName},#{passWord},#{regTime},#{userName}, #{salary})</insert>
</mapper>
package com.lh.shardingsphere.mapper;import com.lh.shardingsphere.entity.UserEntity;import java.util.List;
/*** @author LH*/
public interface UserMapperXml {/*** 查询所有的信息* @return*/List<UserEntity> findAll();/*** 新增数据* @param user*/void insert(UserEntity user);
}
package com.lh.shardingsphere.entity;
import lombok.AllArgsConstructor;
import lombok.Builder;
import lombok.Data;
import lombok.NoArgsConstructor;/*** @author LH*/
@Data
@AllArgsConstructor
@NoArgsConstructor
@Builder
public class UserEntity {private Long id;private String email;private String nickName;private String passWord;private String regTime;private String userName;private String salary;}
2.5、编写测试接口
package com.lh.shardingsphere.controller;import com.lh.shardingsphere.entity.UserEntity;
import com.lh.shardingsphere.mapper.UserMapperXml;
import org.springframework.web.bind.annotation.GetMapping;
import org.springframework.web.bind.annotation.PostMapping;
import org.springframework.web.bind.annotation.RequestMapping;
import org.springframework.web.bind.annotation.RestController;import javax.annotation.Resource;
import java.util.List;/*** @author LH*/
@RestController
@RequestMapping("/user")
public class UserController {@Resourceprivate UserMapperXml userMapperXml;@PostMapping("/in")public void insert() throws Exception {UserEntity entity = new UserEntity();entity.setEmail("1751569991@qq.com");entity.setNickName("rose");entity.setPassWord("wahaha");entity.setRegTime("2021-10-10 00:00:00");entity.setUserName("彩英");entity.setSalary("9500");userMapperXml.insert(entity);}@GetMapping("/get")public List<UserEntity> query() throws Exception {List<UserEntity> dataList = userMapperXml.findAll();return dataList;}}
2.6、ApiPost接口验证
先调插入接口,再调查询接口
数据库留存数据如下,password和salary列实现的脱敏
查询结果如下,查询返回的数据,password和salary脱敏列可以正常返回真是数据
以上就是使用 ShardingSphere-JDBC实现数据库字段的加解密过程的代码示例,仅供参考。
接下来大家思考几个问题:
1、若数据库中留存了已加密和未加密两种数据,如何兼容,保证正确查询数据;
有没有好的解决方案,欢迎评论!
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