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          官方發(fā)布!Mybatis-Plus分庫分表神器來了

          共 15116字,需瀏覽 31分鐘

           ·

          2022-05-24 11:30

          不點(diǎn)藍(lán)字關(guān)注,我們哪來故事?


          一個(gè)指導(dǎo)程序員進(jìn)入大公司/獨(dú)角獸?的精品社群,致力于分享職場達(dá)人的專業(yè)打法,包括「學(xué)習(xí)路線+簡歷模板+實(shí)習(xí)避坑+筆試面試+試用轉(zhuǎn)正+升職加薪+跳槽技巧」。

          點(diǎn)這里去了解,劍指大廠吧!







          今天介紹一個(gè) MyBatis - Plus 官方發(fā)布的神器:mybatis-mate 為 mp 企業(yè)級(jí)模塊,支持分庫分表,數(shù)據(jù)審計(jì)、數(shù)據(jù)敏感詞過濾(AC算法),字段加密,字典回寫(數(shù)據(jù)綁定),數(shù)據(jù)權(quán)限,表結(jié)構(gòu)自動(dòng)生成 SQL 維護(hù)等,旨在更敏捷優(yōu)雅處理數(shù)據(jù)。

          主要功能

          • 字典綁定

          • 字段加密

          • 數(shù)據(jù)脫敏

          • 表結(jié)構(gòu)動(dòng)態(tài)維護(hù)

          • 數(shù)據(jù)審計(jì)記錄

          • 數(shù)據(jù)范圍(數(shù)據(jù)權(quán)限)

          • 數(shù)據(jù)庫分庫分表、動(dòng)態(tài)據(jù)源、讀寫分離、數(shù)- - 據(jù)庫健康檢查自動(dòng)切換。

          2、使用

          2.1 依賴導(dǎo)入

          Spring Boot 引入自動(dòng)依賴注解包
          <dependency>
          ??<groupId>com.baomidougroupId>

          ??<artifactId>mybatis-mate-starterartifactId>
          ??<version>1.0.8version>
          dependency>
          注解(實(shí)體分包使用)
          <dependency>
          ??<groupId>com.baomidougroupId>

          ??<artifactId>mybatis-mate-annotationartifactId>
          ??<version>1.0.8version>
          dependency>

          2.2 字段數(shù)據(jù)綁定(字典回寫)

          例如 user_sex 類型 sex 字典結(jié)果映射到 sexText 屬性
          @FieldDict(type?=?"user_sex", target =?"sexText")
          private?Integer sex;

          private?String?sexText;
          實(shí)現(xiàn) IDataDict 接口提供字典數(shù)據(jù)源,注入到 Spring 容器即可。
          @Component
          public?class?DataDict?implements?IDataDict {

          ????/**
          ?????* 從數(shù)據(jù)庫或緩存中獲取
          ?????*/

          ????private?Map<String,?String> SEX_MAP =?new?ConcurrentHashMap<String,?String>() {{
          ????????put("0",?"女");
          ????????put("1",?"男");
          ????}};

          ????@Override
          ????public?String?getNameByCode(FieldDict fieldDict,?String?code) {
          ????????System.err.println("字段類型:"?+ fieldDict.type() +?",編碼:"?+ code);
          ????????return?SEX_MAP.get(code);
          ????}
          }

          2.3 字段加密

          屬性 @FieldEncrypt 注解即可加密存儲(chǔ),會(huì)自動(dòng)解密查詢結(jié)果,支持全局配置加密密鑰算法,及注解密鑰算法,可以實(shí)現(xiàn) IEncryptor 注入自定義算法。
          @FieldEncrypt(algorithm = Algorithm.PBEWithMD5AndDES)
          private?String?password;

          2.4 字段脫敏

          屬性 @FieldSensitive 注解即可自動(dòng)按照預(yù)設(shè)策略對(duì)源數(shù)據(jù)進(jìn)行脫敏處理,默認(rèn) SensitiveType 內(nèi)置 9 種常用脫敏策略。
          例如:中文名、銀行卡賬號(hào)、手機(jī)號(hào)碼等 脫敏策略。也可以自定義策略如下:
          @FieldSensitive(type?=?"testStrategy")
          private?String?username;

          @FieldSensitive(type?= SensitiveType.mobile)
          private?String?mobile;
          自定義脫敏策略 testStrategy 添加到默認(rèn)策略中注入 Spring 容器即可。
          @Configuration
          public?class?SensitiveStrategyConfig?{

          ????/**
          ?????* 注入脫敏策略
          ?????*/

          ????@Bean
          ????public?ISensitiveStrategy?sensitiveStrategy()?{
          ????????// 自定義 testStrategy 類型脫敏處理
          ????????return?new?SensitiveStrategy().addStrategy("testStrategy", t -> t +?"***test***");
          ????}
          }
          例如文章敏感詞過濾
          /**
          ?* 演示文章敏感詞過濾
          ?*/

          @RestController
          public?class?ArticleController?{
          ????@Autowired
          ????private?SensitiveWordsMapper sensitiveWordsMapper;

          ????// 測試訪問下面地址觀察請求地址、界面返回?cái)?shù)據(jù)及控制臺(tái)( 普通參數(shù) )
          ????// 無敏感詞 http://localhost:8080/info?content=tom&see=1&age=18
          ????// 英文敏感詞 http://localhost:8080/info?content=my%20content%20is%20tomcat&see=1&age=18
          ????// 漢字敏感詞 http://localhost:8080/info?content=%E7%8E%8B%E5%AE%89%E7%9F%B3%E5%94%90%E5%AE%8B%E5%85%AB%E5%A4%A7%E5%AE%B6&see=1
          ????// 多個(gè)敏感詞 http://localhost:8080/info?content=%E7%8E%8B%E5%AE%89%E7%9F%B3%E6%9C%89%E4%B8%80%E5%8F%AA%E7%8C%ABtomcat%E6%B1%A4%E5%A7%86%E5%87%AF%E7%89%B9&see=1&size=6
          ????// 插入一個(gè)字變成非敏感詞 http://localhost:8080/info?content=%E7%8E%8B%E7%8C%AB%E5%AE%89%E7%9F%B3%E6%9C%89%E4%B8%80%E5%8F%AA%E7%8C%ABtomcat%E6%B1%A4%E5%A7%86%E5%87%AF%E7%89%B9&see=1&size=6
          ????@GetMapping("/info")
          ????public?String?info(Article article)?throws?Exception?{
          ????????return?ParamsConfig.toJson(article);
          ????}


          ????// 添加一個(gè)敏感詞然后再去觀察是否生效 http://localhost:8080/add
          ????// 觀察【貓】這個(gè)詞被過濾了 http://localhost:8080/info?content=%E7%8E%8B%E5%AE%89%E7%9F%B3%E6%9C%89%E4%B8%80%E5%8F%AA%E7%8C%ABtomcat%E6%B1%A4%E5%A7%86%E5%87%AF%E7%89%B9&see=1&size=6
          ????// 嵌套敏感詞處理 http://localhost:8080/info?content=%E7%8E%8B%E7%8C%AB%E5%AE%89%E7%9F%B3%E6%9C%89%E4%B8%80%E5%8F%AA%E7%8C%ABtomcat%E6%B1%A4%E5%A7%86%E5%87%AF%E7%89%B9&see=1&size=6
          ????// 多層嵌套敏感詞 http://localhost:8080/info?content=%E7%8E%8B%E7%8E%8B%E7%8C%AB%E5%AE%89%E7%9F%B3%E5%AE%89%E7%9F%B3%E6%9C%89%E4%B8%80%E5%8F%AA%E7%8C%ABtomcat%E6%B1%A4%E5%A7%86%E5%87%AF%E7%89%B9&see=1&size=6
          ????@GetMapping("/add")
          ????public?String?add()?throws?Exception?{
          ????????Long id =?3L;
          ????????if?(null?== sensitiveWordsMapper.selectById(id)) {
          ????????????System.err.println("插入一個(gè)敏感詞:"?+ sensitiveWordsMapper.insert(new?SensitiveWords(id,?"貓")));
          ????????????// 插入一個(gè)敏感詞,刷新算法引擎敏感詞
          ????????????SensitiveWordsProcessor.reloadSensitiveWords();
          ????????}
          ????????return?"ok";
          ????}

          ????// 測試訪問下面地址觀察控制臺(tái)( 請求json參數(shù) )
          ????// idea 執(zhí)行 resources 目錄 TestJson.http 文件測試
          ????@PostMapping("/json")
          ????public?String?json(@RequestBody Article article)?throws?Exception?{
          ????????return?ParamsConfig.toJson(article);
          ????}
          }

          2.5 DDL 數(shù)據(jù)結(jié)構(gòu)自動(dòng)維護(hù)

          解決升級(jí)表結(jié)構(gòu)初始化,版本發(fā)布更新 SQL 維護(hù)問題,目前支持 MySql、PostgreSQL。
          @Component
          public?class?PostgresDdl?implements?IDdl?{

          ????/**
          ?????* 執(zhí)行 SQL 腳本方式
          ?????*/

          ????@Override
          ????public?List?getSqlFiles()?{
          ????????return?Arrays.asList(
          ????????????????// 內(nèi)置包方式
          ????????????????"db/tag-schema.sql",
          ????????????????// 文件絕對(duì)路徑方式
          ????????????????"D:\\db\\tag-data.sql"
          ????????);
          ????}
          }
          不僅僅可以固定執(zhí)行,也可以動(dòng)態(tài)執(zhí)行!!
          ddlScript.run(new StringReader("DELETE?FROM?user;\n" +
          ????????????????"INSERT?INTO?user?(id, username,?password, sex, email)?VALUES\n" +
          ????????????????"
          (20,?'Duo',?'123456',?0,?'[email protected]');"));
          它還支持多數(shù)據(jù)源執(zhí)行!!!
          @Component
          public?class?MysqlDdl?implements?IDdl?{

          ????@Override
          ????public?void?sharding(Consumer consumer)?
          {
          ????????// 多數(shù)據(jù)源指定,主庫初始化從庫自動(dòng)同步
          ????????String?group?=?"mysql";
          ????????ShardingGroupProperty sgp = ShardingKey.getDbGroupProperty(group);
          ????????if?(null?!= sgp) {
          ????????????// 主庫
          ????????????sgp.getMasterKeys().forEach(key -> {
          ????????????????ShardingKey.change(group?+ key);
          ????????????????consumer.accept(this);
          ????????????});
          ????????????// 從庫
          ????????????sgp.getSlaveKeys().forEach(key -> {
          ????????????????ShardingKey.change(group?+ key);
          ????????????????consumer.accept(this);
          ????????????});
          ????????}
          ????}

          ????/**
          ?????* 執(zhí)行 SQL 腳本方式
          ?????*/

          ????@Override
          ????public?List?getSqlFiles()?
          {
          ????????return?Arrays.asList("db/user-mysql.sql");
          ????}
          }

          2.6 動(dòng)態(tài)多數(shù)據(jù)源主從自由切換

          @Sharding 注解使數(shù)據(jù)源不限制隨意使用切換,你可以在 mapper 層添加注解,按需求指哪打哪!!
          @Mapper
          @Sharding("mysql")
          public interface UserMapper extends BaseMapper {

          ????@Sharding("postgres")
          ????Long selectByUsername(String username);
          }
          你也可以自定義策略統(tǒng)一調(diào)兵遣將
          @Component
          public?class?MyShardingStrategy?extends?RandomShardingStrategy?{

          ????/**
          ?????* 決定切換數(shù)據(jù)源 key {@link?ShardingDatasource}
          ?????*
          ?????*?@param?group 動(dòng)態(tài)數(shù)據(jù)庫組
          ?????*?@param?invocation {@link?Invocation}
          ?????*?@param?sqlCommandType {@link?SqlCommandType}
          ?????*/

          ????@Override
          ????public?void?determineDatasourceKey(String group, Invocation invocation, SqlCommandType sqlCommandType)?{
          ????????// 數(shù)據(jù)源組 group 自定義選擇即可, keys 為數(shù)據(jù)源組內(nèi)主從多節(jié)點(diǎn),可隨機(jī)選擇或者自己控制
          ????????this.changeDatabaseKey(group, sqlCommandType, keys -> chooseKey(keys, invocation));
          ????}
          }
          可以開啟主從策略,當(dāng)然也是可以開啟健康檢查!具體配置:
          mybatis-mate:
          ??sharding:
          ????health: true # 健康檢測
          ????primary: mysql # 默認(rèn)選擇數(shù)據(jù)源
          ????datasource:
          ??????mysql: # 數(shù)據(jù)庫組
          ????????-?key: node1
          ??????????...
          ????????-?key: node2
          ??????????cluster: slave # 從庫讀寫分離時(shí)候負(fù)責(zé) sql 查詢操作,主庫 master 默認(rèn)可以不寫
          ??????????...
          ??????postgres:
          ????????-?key: node1 # 數(shù)據(jù)節(jié)點(diǎn)
          ??????????...

          2.7 分布式事務(wù)日志打印

          部分配置如下:
          /**
          ?*


          ?* 性能分析攔截器,用于輸出每條 SQL 語句及其執(zhí)行時(shí)間
          ?*


          ?*/

          @Slf4j
          @Component
          @Intercepts({@Signature(type?= StatementHandler.class, method =?"query", args = {Statement.class, ResultHandler.class}),
          ????????@Signature(type?= StatementHandler.class, method =?"update", args = {Statement.class}),
          ????????@Signature(type?= StatementHandler.class, method =?"batch", args = {Statement.class})})
          public?class?PerformanceInterceptor?implements?Interceptor {
          ????/**
          ?????* SQL 執(zhí)行最大時(shí)長,超過自動(dòng)停止運(yùn)行,有助于發(fā)現(xiàn)問題。
          ?????*/

          ????private?long maxTime =?0;
          ????/**
          ?????* SQL 是否格式化
          ?????*/

          ????private?boolean?format =?false;
          ????/**
          ?????* 是否寫入日志文件

          ?????* true 寫入日志文件,不阻斷程序執(zhí)行!

          ?????* 超過設(shè)定的最大執(zhí)行時(shí)長異常提示!
          ?????*/

          ????private?boolean?writeInLog =?false;

          ????@Override
          ????public?Object?intercept(Invocation invocation) throws Throwable {
          ????????Statement statement;
          ????????Object?firstArg = invocation.getArgs()[0];
          ????????if?(Proxy.isProxyClass(firstArg.getClass())) {
          ????????????statement = (Statement) SystemMetaObject.forObject(firstArg).getValue("h.statement");
          ????????}?else?{
          ????????????statement = (Statement) firstArg;
          ????????}
          ????????MetaObject stmtMetaObj = SystemMetaObject.forObject(statement);
          ????????try?{
          ????????????statement = (Statement) stmtMetaObj.getValue("stmt.statement");
          ????????}?catch?(Exception e) {
          ????????????// do nothing
          ????????}
          ????????if?(stmtMetaObj.hasGetter("delegate")) {//Hikari
          ????????????try?{
          ????????????????statement = (Statement) stmtMetaObj.getValue("delegate");
          ????????????}?catch?(Exception e) {

          ????????????}
          ????????}

          ????????String?originalSql =?null;
          ????????if?(originalSql ==?null) {
          ????????????originalSql = statement.toString();
          ????????}
          ????????originalSql = originalSql.replaceAll("[\\s]+",?" ");
          ????????int index = indexOfSqlStart(originalSql);
          ????????if?(index >?0) {
          ????????????originalSql = originalSql.substring(index);
          ????????}

          ????????// 計(jì)算執(zhí)行 SQL 耗時(shí)
          ????????long start = SystemClock.now();
          ????????Object?result = invocation.proceed();
          ????????long timing = SystemClock.now() - start;

          ????????// 格式化 SQL 打印執(zhí)行結(jié)果
          ????????Object?target = PluginUtils.realTarget(invocation.getTarget());
          ????????MetaObject metaObject = SystemMetaObject.forObject(target);
          ????????MappedStatement ms = (MappedStatement) metaObject.getValue("delegate.mappedStatement");
          ????????StringBuilder formatSql =?new?StringBuilder();
          ????????formatSql.append(" Time:").append(timing);
          ????????formatSql.append(" ms - ID:").append(ms.getId());
          ????????formatSql.append("\n Execute SQL:").append(sqlFormat(originalSql, format)).append("\n");
          ????????if?(this.isWriteInLog()) {
          ????????????if?(this.getMaxTime() >=?1?&& timing >?this.getMaxTime()) {
          ????????????????log.error(formatSql.toString());
          ????????????}?else?{
          ????????????????log.debug(formatSql.toString());
          ????????????}
          ????????}?else?{
          ????????????System.err.println(formatSql);
          ????????????if?(this.getMaxTime() >=?1?&& timing >?this.getMaxTime()) {
          ????????????????throw?new?RuntimeException(" The SQL execution time is too large, please optimize ! ");
          ????????????}
          ????????}
          ????????return?result;
          ????}

          ????@Override
          ????public?Object?plugin(Object?target) {
          ????????if?(target?instanceof?StatementHandler) {
          ????????????return?Plugin.wrap(target,?this);
          ????????}
          ????????return?target;
          ????}

          ????@Override
          ????public?void?setProperties(Properties prop) {
          ????????String?maxTime = prop.getProperty("maxTime");
          ????????String?format = prop.getProperty("format");
          ????????if?(StringUtils.isNotEmpty(maxTime)) {
          ????????????this.maxTime = Long.parseLong(maxTime);
          ????????}
          ????????if?(StringUtils.isNotEmpty(format)) {
          ????????????this.format =?Boolean.valueOf(format);
          ????????}
          ????}

          ????public?long getMaxTime() {
          ????????return?maxTime;
          ????}

          ????public?PerformanceInterceptor setMaxTime(long maxTime) {
          ????????this.maxTime = maxTime;
          ????????return?this;
          ????}

          ????public?boolean?isFormat() {
          ????????return?format;
          ????}

          ????public?PerformanceInterceptor setFormat(boolean?format) {
          ????????this.format = format;
          ????????return?this;
          ????}

          ????public?boolean?isWriteInLog() {
          ????????return?writeInLog;
          ????}

          ????public?PerformanceInterceptor setWriteInLog(boolean?writeInLog) {
          ????????this.writeInLog = writeInLog;
          ????????return?this;
          ????}

          ????public?Method getMethodRegular(Class clazz,?String?methodName) {
          ????????if?(Object.class.equals(clazz)) {
          ????????????return?null;
          ????????}
          ????????for?(Method method : clazz.getDeclaredMethods()) {
          ????????????if?(method.getName().equals(methodName)) {
          ????????????????return?method;
          ????????????}
          ????????}
          ????????return?getMethodRegular(clazz.getSuperclass(), methodName);
          ????}

          ????/**
          ?????* 獲取sql語句開頭部分
          ?????*
          ?????* @param sql
          ?????* @return
          ?????*/

          ????private?int indexOfSqlStart(String?sql) {
          ????????String?upperCaseSql = sql.toUpperCase();
          ????????Set?set?=?new?HashSet<>();
          ????????set.add(upperCaseSql.indexOf("SELECT "));
          ????????set.add(upperCaseSql.indexOf("UPDATE "));
          ????????set.add(upperCaseSql.indexOf("INSERT "));
          ????????set.add(upperCaseSql.indexOf("DELETE "));
          ????????set.remove(-1);
          ????????if?(CollectionUtils.isEmpty(set)) {
          ????????????return?-1;
          ????????}
          ????????List list =?new?ArrayList<>(set);
          ????????Collections.sort(list, Integer::compareTo);
          ????????return?list.get(0);
          ????}

          ????private?final?static?SqlFormatter sqlFormatter =?new?SqlFormatter();

          ????/**
          ?????* 格式sql
          ?????*
          ?????* @param boundSql
          ?????* @param format
          ?????* @return
          ?????*/

          ????public?static?String?sqlFormat(String?boundSql,?boolean?format) {
          ????????if?(format) {
          ????????????try?{
          ????????????????return?sqlFormatter.format(boundSql);
          ????????????}?catch?(Exception ignored) {
          ????????????}
          ????????}
          ????????return?boundSql;
          ????}
          }
          使用:
          @RestController
          @AllArgsConstructor
          public class TestController {
          ????private?BuyService?buyService;

          ????// 數(shù)據(jù)庫 test 表 t_order 在事務(wù)一致情況無法插入數(shù)據(jù),能夠插入說明多數(shù)據(jù)源事務(wù)無效
          ????// 測試訪問 http://localhost:8080/test
          ????// 制造事務(wù)回滾 http://localhost:8080/test?error=true 也可通過修改表結(jié)構(gòu)制造錯(cuò)誤
          ????// 注釋 ShardingConfig 注入 dataSourceProvider 可測試事務(wù)無效情況
          ????@GetMapping("/test")
          ????public?String?test(Boolean error) {
          ????????return?buyService.buy(null != error && error);
          ????}
          }

          2.8 數(shù)據(jù)權(quán)限

          mapper 層添加注解:
          // 測試 test 類型數(shù)據(jù)權(quán)限范圍,混合分頁模式
          @DataScope(type =?"test", value = {
          ????????// 關(guān)聯(lián)表 user 別名 u 指定部門字段權(quán)限
          ????????@DataColumn(alias =?"u", name =?"department_id"),
          ????????// 關(guān)聯(lián)表 user 別名 u 指定手機(jī)號(hào)字段(自己判斷處理)
          ????????@DataColumn(alias =?"u", name =?"mobile")
          })
          @Select("select u.* from user u")
          List selectTestList(IPage page, Long id,?@Param("name") String username);
          模擬業(yè)務(wù)處理邏輯:
          @Bean
          public?IDataScopeProvider dataScopeProvider() {
          ????return?new?AbstractDataScopeProvider() {
          ????????@Override
          ????????protected?void?setWhere(PlainSelect plainSelect,?Object[] args, DataScopeProperty dataScopeProperty) {
          ????????????// args 中包含 mapper 方法的請求參數(shù),需要使用可以自行獲取
          ????????????/*
          ????????????????// 測試數(shù)據(jù)權(quán)限,最終執(zhí)行 SQL 語句
          ????????????????SELECT u.* FROM user u WHERE (u.department_id IN ('1', '2', '3', '5'))
          ????????????????AND u.mobile LIKE '%1533%'
          ?????????????*/

          ????????????if?("test".equals(dataScopeProperty.getType())) {
          ????????????????// 業(yè)務(wù) test 類型
          ????????????????List dataColumns = dataScopeProperty.getColumns();
          ????????????????for?(DataColumnProperty dataColumn : dataColumns) {
          ????????????????????if?("department_id".equals(dataColumn.getName())) {
          ????????????????????????// 追加部門字段 IN 條件,也可以是 SQL 語句
          ????????????????????????Set<String> deptIds =?new?HashSet<>();
          ????????????????????????deptIds.add("1");
          ????????????????????????deptIds.add("2");
          ????????????????????????deptIds.add("3");
          ????????????????????????deptIds.add("5");
          ????????????????????????ItemsList itemsList =?new?ExpressionList(deptIds.stream().map(StringValue::new).collect(Collectors.toList()));
          ????????????????????????InExpression inExpression =?new?InExpression(new?Column(dataColumn.getAliasDotName()), itemsList);
          ????????????????????????if?(null?== plainSelect.getWhere()) {
          ????????????????????????????// 不存在 where 條件
          ????????????????????????????plainSelect.setWhere(new?Parenthesis(inExpression));
          ????????????????????????}?else?{
          ????????????????????????????// 存在 where 條件 and 處理
          ????????????????????????????plainSelect.setWhere(new?AndExpression(plainSelect.getWhere(), inExpression));
          ????????????????????????}
          ????????????????????}?else?if?("mobile".equals(dataColumn.getName())) {
          ????????????????????????// 支持一個(gè)自定義條件
          ????????????????????????LikeExpression likeExpression =?new?LikeExpression();
          ????????????????????????likeExpression.setLeftExpression(new?Column(dataColumn.getAliasDotName()));
          ????????????????????????likeExpression.setRightExpression(new?StringValue("%1533%"));
          ????????????????????????plainSelect.setWhere(new?AndExpression(plainSelect.getWhere(), likeExpression));
          ????????????????????}
          ????????????????}
          ????????????}
          ????????}
          ????};
          }
          最終執(zhí)行 SQL 輸出:
          SELECT?u.*?FROM?user?u?
          ??WHERE?(u.department_id?IN?('1',?'2',?'3',?'5'))?
          ??AND?u.mobile?LIKE?'%1533%'?LIMIT?1,?10

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