Sentinel 是什么?
随着微服务的流行,服务和服务之间的稳定性变得越来越重要。Sentinel 以流量为切入点,从流量控制、熔断降级、系统负载保护等多个维度保护服务的稳定性。

Sentinel 具有以下特征:

丰富的应用场景:Sentinel 承接了阿里巴巴近 10 年的双十一大促流量的核心场景,例如秒杀(即突发流量控制在系统容量可以承受的范围)、消息削峰填谷、集群流量控制、实时熔断下游不可用应用等。
完备的实时监控:Sentinel 同时提供实时的监控功能。您可以在控制台中看到接入应用的单台机器秒级数据,甚至 500 台以下规模的集群的汇总运行情况。
广泛的开源生态:Sentinel 提供开箱即用的与其它开源框架/库的整合模块,例如与 Spring Cloud、Dubbo、gRPC 的整合。您只需要引入相应的依赖并进行简单的配置即可快速地接入 Sentinel。
完善的 SPI 扩展点:Sentinel 提供简单易用、完善的 SPI 扩展接口。您可以通过实现扩展接口来快速地定制逻辑。例如定制规则管理、适配动态数据源等。

规则配置
一、从 Sentinel 1.4.0 开始,sentinel抽取出了接口用于向远程配置中心推送规则以及拉取规则: 

DynamicRuleProvider<T>: 拉取规则
DynamicRulePublisher<T>: 推送规则
    用户只需实现 DynamicRuleProvider 和 DynamicRulePublisher 接口,即可实现应用维度推送

改造前原理分析:

       客户端利用sentinel-transport-simple-http模块暴露一个特定的端口,sentinel-dashboard项目通过http的形式进行数据推送,客户端接收后将规则保存在本地内存中,如下图

改造后原理解析:

     sentinel-dashboard项目控制台将配置信息推送到配置中心,如nacos、zookeeper、apollo中,由配置中心去进行配置推送,更新配置到客户端本地内存中

二、官方提供了 Nacos、Apollo 、zookeeper的推送和拉取规则实现示例(位于 test 目录下)

三、官方没有给出redis持久化规则demo,下面我们自己改造,本文demo采用Sentinel2.0.0版本

       注意:由于redis没有控制台,所以当客户端挂掉重启后,内存中的限流、降级等配置信息丢失,sentinel-dashboard项目需要通过按钮,定时任务等重新推送配置信息给客户端,或者客户端自己拉取规则。

1、sentinel-dashboard项目引入redis依赖

<!--redis持久化 -->
<dependency>
    <groupId>org.springframework.boot</groupId>
    <artifactId>spring-boot-starter-data-redis</artifactId>
    <version>2.5.12</version>
</dependency>
<dependency>
    <groupId>org.apache.commons</groupId>
    <artifactId>commons-pool2</artifactId>
    <version>2.6.2</version>
</dependency>

2、改造controller

核心代码:   

@Autowired
@Qualifier("gatewayApiRedisProvider")
private DynamicRuleProvider<List<ApiDefinitionEntity>> ruleProvider;
@Autowired
@Qualifier("gatewayApiRedisPublisher")
private DynamicRulePublisher<List<ApiDefinitionEntity>> rulePublisher;
@Autowired
@Qualifier("gatewayFlowRuleRedisProvider")
private DynamicRuleProvider<List<GatewayFlowRuleEntity>> ruleProvider;
@Autowired
@Qualifier("gatewayFlowRuleRedisPublisher")
private DynamicRulePublisher<List<GatewayFlowRuleEntity>> rulePublisher;

完整代码如下:

GatewayApiController_Makr代码

package com.alibaba.csp.sentinel.dashboard.controller.gateway;

import com.alibaba.csp.sentinel.dashboard.auth.AuthAction;
import com.alibaba.csp.sentinel.dashboard.auth.AuthService;
import com.alibaba.csp.sentinel.dashboard.client.SentinelApiClient;
import com.alibaba.csp.sentinel.dashboard.datasource.entity.gateway.ApiDefinitionEntity;
import com.alibaba.csp.sentinel.dashboard.datasource.entity.gateway.ApiPredicateItemEntity;
import com.alibaba.csp.sentinel.dashboard.datasource.entity.gateway.GatewayFlowRuleEntity;
import com.alibaba.csp.sentinel.dashboard.discovery.MachineInfo;
import com.alibaba.csp.sentinel.dashboard.domain.Result;
import com.alibaba.csp.sentinel.dashboard.domain.vo.gateway.api.AddApiReqVo;
import com.alibaba.csp.sentinel.dashboard.domain.vo.gateway.api.ApiPredicateItemVo;
import com.alibaba.csp.sentinel.dashboard.domain.vo.gateway.api.UpdateApiReqVo;
import com.alibaba.csp.sentinel.dashboard.repository.gateway.InMemApiDefinitionStore;
import com.alibaba.csp.sentinel.dashboard.rule.DynamicRuleProvider;
import com.alibaba.csp.sentinel.dashboard.rule.DynamicRulePublisher;
import com.alibaba.csp.sentinel.util.StringUtil;
import com.alibaba.fastjson.JSON;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.beans.factory.annotation.Qualifier;
import org.springframework.util.CollectionUtils;
import org.springframework.web.bind.annotation.*;

import javax.servlet.http.HttpServletRequest;
import java.util.*;

import static com.alibaba.csp.sentinel.adapter.gateway.common.SentinelGatewayConstants.*;

/**
 * @className: GatewayApiController_Makr
 * @description: Gateway api管理
 * @author: wuhk
 * @date: 2023/9/18 20:41
 * @version: 1.0
 * @company 自主研发
 **/
@RestController
@RequestMapping(value = "/gateway/api")
public class GatewayApiController_Makr {

    private final Logger logger = LoggerFactory.getLogger(GatewayApiController_Makr.class);

    @Autowired
    private InMemApiDefinitionStore repository;
    @Autowired
    @Qualifier("gatewayApiRedisProvider")
    private DynamicRuleProvider<List<ApiDefinitionEntity>> ruleProvider;
    @Autowired
    @Qualifier("gatewayApiRedisPublisher")
    private DynamicRulePublisher<List<ApiDefinitionEntity>> rulePublisher;
    @Autowired
    private SentinelApiClient sentinelApiClient;

    @GetMapping("/list.json")
    @AuthAction(AuthService.PrivilegeType.READ_RULE)
    public Result<List<ApiDefinitionEntity>> queryApis(String app, String ip, Integer port) {

        if (StringUtil.isEmpty(app)) {
            return Result.ofFail(-1, "app can't be null or empty");
        }
        if (StringUtil.isEmpty(ip)) {
            return Result.ofFail(-1, "ip can't be null or empty");
        }
        if (port == null) {
            return Result.ofFail(-1, "port can't be null");
        }

        try {
            /*List<ApiDefinitionEntity> apis = sentinelApiClient.fetchApis(app, ip, port).get();
            repository.saveAll(apis);
            return Result.ofSuccess(apis);*/
            List<ApiDefinitionEntity> apis = ruleProvider.getRules(app);
            apis = repository.saveAll(apis);
            return Result.ofSuccess(apis);
        } catch (Throwable throwable) {
            logger.error("queryApis error:", throwable);
            return Result.ofThrowable(-1, throwable);
        }
    }

    @PostMapping("/new.json")
    @AuthAction(AuthService.PrivilegeType.WRITE_RULE)
    public Result<ApiDefinitionEntity> addApi(HttpServletRequest request, @RequestBody AddApiReqVo reqVo) {

        String app = reqVo.getApp();
        if (StringUtil.isBlank(app)) {
            return Result.ofFail(-1, "app can't be null or empty");
        }

        ApiDefinitionEntity entity = new ApiDefinitionEntity();
        entity.setApp(app.trim());

        String ip = reqVo.getIp();
        if (StringUtil.isBlank(ip)) {
            return Result.ofFail(-1, "ip can't be null or empty");
        }
        entity.setIp(ip.trim());

        Integer port = reqVo.getPort();
        if (port == null) {
            return Result.ofFail(-1, "port can't be null");
        }
        entity.setPort(port);

        // API名称
        String apiName = reqVo.getApiName();
        if (StringUtil.isBlank(apiName)) {
            return Result.ofFail(-1, "apiName can't be null or empty");
        }
        entity.setApiName(apiName.trim());

        // 匹配规则列表
        List<ApiPredicateItemVo> predicateItems = reqVo.getPredicateItems();
        if (CollectionUtils.isEmpty(predicateItems)) {
            return Result.ofFail(-1, "predicateItems can't empty");
        }

        List<ApiPredicateItemEntity> predicateItemEntities = new ArrayList<>();
        for (ApiPredicateItemVo predicateItem : predicateItems) {
            ApiPredicateItemEntity predicateItemEntity = new ApiPredicateItemEntity();

            // 匹配模式
            Integer matchStrategy = predicateItem.getMatchStrategy();
            if (!Arrays.asList(URL_MATCH_STRATEGY_EXACT, URL_MATCH_STRATEGY_PREFIX, URL_MATCH_STRATEGY_REGEX).contains(matchStrategy)) {
                return Result.ofFail(-1, "invalid matchStrategy: " + matchStrategy);
            }
            predicateItemEntity.setMatchStrategy(matchStrategy);

            // 匹配串
            String pattern = predicateItem.getPattern();
            if (StringUtil.isBlank(pattern)) {
                return Result.ofFail(-1, "pattern can't be null or empty");
            }
            predicateItemEntity.setPattern(pattern);

            predicateItemEntities.add(predicateItemEntity);
        }
        entity.setPredicateItems(new LinkedHashSet<>(predicateItemEntities));

        // 检查API名称不能重复
        List<ApiDefinitionEntity> allApis = repository.findAllByMachine(MachineInfo.of(app.trim(), ip.trim(), port));
        if (allApis.stream().map(o -> o.getApiName()).anyMatch(o -> o.equals(apiName.trim()))) {
            return Result.ofFail(-1, "apiName exists: " + apiName);
        }

        Date date = new Date();
        entity.setGmtCreate(date);
        entity.setGmtModified(date);

        try {
            entity = repository.save(entity);
        } catch (Throwable throwable) {
            logger.error("add gateway api error:", throwable);
            return Result.ofThrowable(-1, throwable);
        }

        if (!publishApis(app, ip, port)) {
            logger.warn("publish gateway apis fail after add");
        }

        return Result.ofSuccess(entity);
    }

    @PostMapping("/save.json")
    @AuthAction(AuthService.PrivilegeType.WRITE_RULE)
    public Result<ApiDefinitionEntity> updateApi(@RequestBody UpdateApiReqVo reqVo) {
        String app = reqVo.getApp();
        if (StringUtil.isBlank(app)) {
            return Result.ofFail(-1, "app can't be null or empty");
        }

        Long id = reqVo.getId();
        if (id == null) {
            return Result.ofFail(-1, "id can't be null");
        }

        ApiDefinitionEntity entity = repository.findById(id);
        if (entity == null) {
            return Result.ofFail(-1, "api does not exist, id=" + id);
        }

        // 匹配规则列表
        List<ApiPredicateItemVo> predicateItems = reqVo.getPredicateItems();
        if (CollectionUtils.isEmpty(predicateItems)) {
            return Result.ofFail(-1, "predicateItems can't empty");
        }

        List<ApiPredicateItemEntity> predicateItemEntities = new ArrayList<>();
        for (ApiPredicateItemVo predicateItem : predicateItems) {
            ApiPredicateItemEntity predicateItemEntity = new ApiPredicateItemEntity();

            // 匹配模式
            int matchStrategy = predicateItem.getMatchStrategy();
            if (!Arrays.asList(URL_MATCH_STRATEGY_EXACT, URL_MATCH_STRATEGY_PREFIX, URL_MATCH_STRATEGY_REGEX).contains(matchStrategy)) {
                return Result.ofFail(-1, "Invalid matchStrategy: " + matchStrategy);
            }
            predicateItemEntity.setMatchStrategy(matchStrategy);

            // 匹配串
            String pattern = predicateItem.getPattern();
            if (StringUtil.isBlank(pattern)) {
                return Result.ofFail(-1, "pattern can't be null or empty");
            }
            predicateItemEntity.setPattern(pattern);

            predicateItemEntities.add(predicateItemEntity);
        }
        entity.setPredicateItems(new LinkedHashSet<>(predicateItemEntities));

        Date date = new Date();
        entity.setGmtModified(date);

        try {
            entity = repository.save(entity);
        } catch (Throwable throwable) {
            logger.error("update gateway api error:", throwable);
            return Result.ofThrowable(-1, throwable);
        }

        if (!publishApis(app, entity.getIp(), entity.getPort())) {
            logger.warn("publish gateway apis fail after update");
        }

        return Result.ofSuccess(entity);
    }

    @PostMapping("/delete.json")
    @AuthAction(AuthService.PrivilegeType.DELETE_RULE)

    public Result<Long> deleteApi(Long id) {
        if (id == null) {
            return Result.ofFail(-1, "id can't be null");
        }

        ApiDefinitionEntity oldEntity = repository.findById(id);
        if (oldEntity == null) {
            return Result.ofSuccess(null);
        }

        try {
            repository.delete(id);
        } catch (Throwable throwable) {
            logger.error("delete gateway api error:", throwable);
            return Result.ofThrowable(-1, throwable);
        }

        if (!publishApis(oldEntity.getApp(), oldEntity.getIp(), oldEntity.getPort())) {
            logger.warn("publish gateway apis fail after delete");
        }

        return Result.ofSuccess(id);
    }

    private boolean publishApis(String app, String ip, Integer port) {
        //List<ApiDefinitionEntity> apis = repository.findAllByMachine(MachineInfo.of(app, ip, port));
        List<ApiDefinitionEntity> apis = repository.findAllByApp(app);
        try {
            rulePublisher.publish(app, apis);
            logger.info("添加Gateway API管理规则成功{}", JSON.toJSONString(apis));
        } catch (Exception e) {
            e.printStackTrace();
            logger.warn("publishRules failed", e);
            return false;
        }
        //单节点:核心代码,sentinel-dashboard通过http的形式进行数据推送,客户端接收后将规则保存在本地内存中
        //return sentinelApiClient.modifyApis(app, ip, port, apis);
        //针对多节点集群不同ip时,需要和客户端进行发布订阅通道一致,否则会导致某些节点规则失效
        return true;
    }
}

3、改造接口实现 

完整代码如下:

GatewayApiRedisProvider代码
package com.alibaba.csp.sentinel.dashboard.rule.redis.gateway;

import com.alibaba.csp.sentinel.dashboard.datasource.entity.gateway.ApiDefinitionEntity;
import com.alibaba.csp.sentinel.dashboard.datasource.entity.rule.AuthorityRuleEntity;
import com.alibaba.csp.sentinel.dashboard.rule.DynamicRuleProvider;
import com.alibaba.csp.sentinel.dashboard.rule.redis.RedisUtil;
import com.alibaba.csp.sentinel.dashboard.rule.redis.RuleConsts;
import com.alibaba.csp.sentinel.util.StringUtil;
import com.alibaba.fastjson.JSONObject;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Component;

import java.util.ArrayList;
import java.util.List;

/**
 * @className: GatewayApiRedisProvider
 * @description: 网关api管理规则订阅
 * @author: wuhk
 * @date: 2023/9/18 20:33
 * @version: 1.0
 * @company 自主研发
 **/
@Component("gatewayApiRedisProvider")
public class GatewayApiRedisProvider implements DynamicRuleProvider<List<ApiDefinitionEntity>> {
    @Autowired
    private RedisUtil redisConfigUtil;

    @Override
    public List<ApiDefinitionEntity> getRules(String appName) throws Exception {
        String rules = redisConfigUtil.getString(RuleConsts.GATEWAY_RULE_API + appName);
        if (StringUtil.isEmpty(rules)) {
            return new ArrayList<>();
        }
        return JSONObject.parseArray(rules, ApiDefinitionEntity.class);
    }
}
GatewayApiRedisPublisher代码
package com.alibaba.csp.sentinel.dashboard.rule.redis.gateway;

import com.alibaba.csp.sentinel.dashboard.datasource.entity.gateway.ApiDefinitionEntity;
import com.alibaba.csp.sentinel.dashboard.datasource.entity.rule.AuthorityRuleEntity;
import com.alibaba.csp.sentinel.dashboard.rule.DynamicRulePublisher;
import com.alibaba.csp.sentinel.dashboard.rule.redis.RedisUtil;
import com.alibaba.csp.sentinel.dashboard.rule.redis.RuleConsts;
import com.alibaba.csp.sentinel.util.AssertUtil;
import com.alibaba.fastjson.JSON;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Component;

import java.util.List;

/**
 * @className: GatewayApiRedisPublisher
 * @description: 网关api管理规则发布
 * @author: wuhk
 * @date: 2023/9/18 20:34
 * @version: 1.0
 * @company 自主研发
 **/
@Component("gatewayApiRedisPublisher")
public class GatewayApiRedisPublisher implements DynamicRulePublisher<List<ApiDefinitionEntity>> {

    @Autowired
    private RedisUtil redisConfigUtil;

    @Override
    public void publish(String app, List<ApiDefinitionEntity> rules) throws Exception {
        AssertUtil.notEmpty(app, "app name cannot be empty");
        if (rules == null) {
            return;
        }
        String strs = JSON.toJSONString(rules);
        redisConfigUtil.setString(RuleConsts.GATEWAY_RULE_API + app, strs);
        //针对多节点集群不同ip时,需要和客户端进行发布订阅通道一致,否则会导致某些节点规则失效
        redisConfigUtil.convertAndSend(RuleConsts.GATEWAY_RULE_API_CHANNEL,strs);
    }
}
GatewayFlowRuleController_Makr代码
/*
 * Copyright 1999-2018 Alibaba Group Holding Ltd.
 *
 * Licensed under the Apache License, Version 2.0 (the "License");
 * you may not use this file except in compliance with the License.
 * You may obtain a copy of the License at
 *
 *      http://www.apache.org/licenses/LICENSE-2.0
 *
 * Unless required by applicable law or agreed to in writing, software
 * distributed under the License is distributed on an "AS IS" BASIS,
 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 * See the License for the specific language governing permissions and
 * limitations under the License.
 */
package com.alibaba.csp.sentinel.dashboard.controller.gateway;


import com.alibaba.csp.sentinel.dashboard.auth.AuthAction;
import com.alibaba.csp.sentinel.dashboard.auth.AuthService;
import com.alibaba.csp.sentinel.dashboard.client.SentinelApiClient;
import com.alibaba.csp.sentinel.dashboard.datasource.entity.gateway.GatewayFlowRuleEntity;
import com.alibaba.csp.sentinel.dashboard.datasource.entity.gateway.GatewayParamFlowItemEntity;
import com.alibaba.csp.sentinel.dashboard.datasource.entity.rule.FlowRuleEntity;
import com.alibaba.csp.sentinel.dashboard.datasource.entity.rule.ParamFlowRuleEntity;
import com.alibaba.csp.sentinel.dashboard.discovery.MachineInfo;
import com.alibaba.csp.sentinel.dashboard.domain.Result;
import com.alibaba.csp.sentinel.dashboard.domain.vo.gateway.rule.AddFlowRuleReqVo;
import com.alibaba.csp.sentinel.dashboard.domain.vo.gateway.rule.GatewayParamFlowItemVo;
import com.alibaba.csp.sentinel.dashboard.domain.vo.gateway.rule.UpdateFlowRuleReqVo;
import com.alibaba.csp.sentinel.dashboard.repository.gateway.InMemGatewayFlowRuleStore;
import com.alibaba.csp.sentinel.dashboard.rule.DynamicRuleProvider;
import com.alibaba.csp.sentinel.dashboard.rule.DynamicRulePublisher;
import com.alibaba.csp.sentinel.util.StringUtil;
import com.alibaba.fastjson.JSON;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.beans.factory.annotation.Qualifier;
import org.springframework.web.bind.annotation.*;

import java.util.Arrays;
import java.util.Date;
import java.util.List;

import static com.alibaba.csp.sentinel.adapter.gateway.common.SentinelGatewayConstants.*;
import static com.alibaba.csp.sentinel.dashboard.datasource.entity.gateway.GatewayFlowRuleEntity.*;
import static com.alibaba.csp.sentinel.slots.block.RuleConstant.*;

/**
 * Gateway
 * @className: GatewayFlowRuleController_Makr
 * @description: Gateway流控规则
 * @author: wuhk
 * @date: 2023/9/18 20:41
 * @version: 1.0
 * @company 自主研发
 **/
@RestController
@RequestMapping(value = "/gateway/flow")
public class GatewayFlowRuleController_Makr {

    private final Logger logger = LoggerFactory.getLogger(GatewayFlowRuleController_Makr.class);

    @Autowired
    private InMemGatewayFlowRuleStore repository;
    @Autowired
    @Qualifier("gatewayFlowRuleRedisProvider")
    private DynamicRuleProvider<List<GatewayFlowRuleEntity>> ruleProvider;
    @Autowired
    @Qualifier("gatewayFlowRuleRedisPublisher")
    private DynamicRulePublisher<List<GatewayFlowRuleEntity>> rulePublisher;
    @Autowired
    private SentinelApiClient sentinelApiClient;

    @GetMapping("/list.json")
    @AuthAction(AuthService.PrivilegeType.READ_RULE)
    public Result<List<GatewayFlowRuleEntity>> queryFlowRules(String app, String ip, Integer port) {

        if (StringUtil.isEmpty(app)) {
            return Result.ofFail(-1, "app can't be null or empty");
        }
        if (StringUtil.isEmpty(ip)) {
            return Result.ofFail(-1, "ip can't be null or empty");
        }
        if (port == null) {
            return Result.ofFail(-1, "port can't be null");
        }

        try {
            /*List<GatewayFlowRuleEntity> rules = sentinelApiClient.fetchGatewayFlowRules(app, ip, port).get();
            repository.saveAll(rules);
            return Result.ofSuccess(rules);*/
            List<GatewayFlowRuleEntity> rules = ruleProvider.getRules(app);
            rules = repository.saveAll(rules);
            return Result.ofSuccess(rules);
        } catch (Throwable throwable) {
            logger.error("query gateway flow rules error:", throwable);
            return Result.ofThrowable(-1, throwable);
        }
    }

    @PostMapping("/new.json")
    @AuthAction(AuthService.PrivilegeType.WRITE_RULE)
    public Result<GatewayFlowRuleEntity> addFlowRule(@RequestBody AddFlowRuleReqVo reqVo) {

        String app = reqVo.getApp();
        if (StringUtil.isBlank(app)) {
            return Result.ofFail(-1, "app can't be null or empty");
        }

        GatewayFlowRuleEntity entity = new GatewayFlowRuleEntity();
        entity.setApp(app.trim());

        String ip = reqVo.getIp();
        if (StringUtil.isBlank(ip)) {
            return Result.ofFail(-1, "ip can't be null or empty");
        }
        entity.setIp(ip.trim());

        Integer port = reqVo.getPort();
        if (port == null) {
            return Result.ofFail(-1, "port can't be null");
        }
        entity.setPort(port);

        // API类型, Route ID或API分组
        Integer resourceMode = reqVo.getResourceMode();
        if (resourceMode == null) {
            return Result.ofFail(-1, "resourceMode can't be null");
        }
        if (!Arrays.asList(RESOURCE_MODE_ROUTE_ID, RESOURCE_MODE_CUSTOM_API_NAME).contains(resourceMode)) {
            return Result.ofFail(-1, "invalid resourceMode: " + resourceMode);
        }
        entity.setResourceMode(resourceMode);

        // API名称
        String resource = reqVo.getResource();
        if (StringUtil.isBlank(resource)) {
            return Result.ofFail(-1, "resource can't be null or empty");
        }
        entity.setResource(resource.trim());

        // 针对请求属性
        GatewayParamFlowItemVo paramItem = reqVo.getParamItem();
        if (paramItem != null) {
            GatewayParamFlowItemEntity itemEntity = new GatewayParamFlowItemEntity();
            entity.setParamItem(itemEntity);

            // 参数属性 0-ClientIP 1-Remote Host 2-Header 3-URL参数 4-Cookie
            Integer parseStrategy = paramItem.getParseStrategy();
            if (!Arrays.asList(PARAM_PARSE_STRATEGY_CLIENT_IP, PARAM_PARSE_STRATEGY_HOST, PARAM_PARSE_STRATEGY_HEADER
                    , PARAM_PARSE_STRATEGY_URL_PARAM, PARAM_PARSE_STRATEGY_COOKIE).contains(parseStrategy)) {
                return Result.ofFail(-1, "invalid parseStrategy: " + parseStrategy);
            }
            itemEntity.setParseStrategy(paramItem.getParseStrategy());

            // 当参数属性为2-Header 3-URL参数 4-Cookie时,参数名称必填
            if (Arrays.asList(PARAM_PARSE_STRATEGY_HEADER, PARAM_PARSE_STRATEGY_URL_PARAM, PARAM_PARSE_STRATEGY_COOKIE).contains(parseStrategy)) {
                // 参数名称
                String fieldName = paramItem.getFieldName();
                if (StringUtil.isBlank(fieldName)) {
                    return Result.ofFail(-1, "fieldName can't be null or empty");
                }
                itemEntity.setFieldName(paramItem.getFieldName());
            }

            String pattern = paramItem.getPattern();
            // 如果匹配串不为空,验证匹配模式
            if (StringUtil.isNotEmpty(pattern)) {
                itemEntity.setPattern(pattern);
                Integer matchStrategy = paramItem.getMatchStrategy();
                if (!Arrays.asList(PARAM_MATCH_STRATEGY_EXACT, PARAM_MATCH_STRATEGY_CONTAINS, PARAM_MATCH_STRATEGY_REGEX).contains(matchStrategy)) {
                    return Result.ofFail(-1, "invalid matchStrategy: " + matchStrategy);
                }
                itemEntity.setMatchStrategy(matchStrategy);
            }
        }

        // 阈值类型 0-线程数 1-QPS
        Integer grade = reqVo.getGrade();
        if (grade == null) {
            return Result.ofFail(-1, "grade can't be null");
        }
        if (!Arrays.asList(FLOW_GRADE_THREAD, FLOW_GRADE_QPS).contains(grade)) {
            return Result.ofFail(-1, "invalid grade: " + grade);
        }
        entity.setGrade(grade);

        // QPS阈值
        Double count = reqVo.getCount();
        if (count == null) {
            return Result.ofFail(-1, "count can't be null");
        }
        if (count < 0) {
            return Result.ofFail(-1, "count should be at lease zero");
        }
        entity.setCount(count);

        // 间隔
        Long interval = reqVo.getInterval();
        if (interval == null) {
            return Result.ofFail(-1, "interval can't be null");
        }
        if (interval <= 0) {
            return Result.ofFail(-1, "interval should be greater than zero");
        }
        entity.setInterval(interval);

        // 间隔单位
        Integer intervalUnit = reqVo.getIntervalUnit();
        if (intervalUnit == null) {
            return Result.ofFail(-1, "intervalUnit can't be null");
        }
        if (!Arrays.asList(INTERVAL_UNIT_SECOND, INTERVAL_UNIT_MINUTE, INTERVAL_UNIT_HOUR, INTERVAL_UNIT_DAY).contains(intervalUnit)) {
            return Result.ofFail(-1, "Invalid intervalUnit: " + intervalUnit);
        }
        entity.setIntervalUnit(intervalUnit);

        // 流控方式 0-快速失败 2-匀速排队
        Integer controlBehavior = reqVo.getControlBehavior();
        if (controlBehavior == null) {
            return Result.ofFail(-1, "controlBehavior can't be null");
        }
        if (!Arrays.asList(CONTROL_BEHAVIOR_DEFAULT, CONTROL_BEHAVIOR_RATE_LIMITER).contains(controlBehavior)) {
            return Result.ofFail(-1, "invalid controlBehavior: " + controlBehavior);
        }
        entity.setControlBehavior(controlBehavior);

        if (CONTROL_BEHAVIOR_DEFAULT == controlBehavior) {
            // 0-快速失败, 则Burst size必填
            Integer burst = reqVo.getBurst();
            if (burst == null) {
                return Result.ofFail(-1, "burst can't be null");
            }
            if (burst < 0) {
                return Result.ofFail(-1, "invalid burst: " + burst);
            }
            entity.setBurst(burst);
        } else if (CONTROL_BEHAVIOR_RATE_LIMITER == controlBehavior) {
            // 1-匀速排队, 则超时时间必填
            Integer maxQueueingTimeoutMs = reqVo.getMaxQueueingTimeoutMs();
            if (maxQueueingTimeoutMs == null) {
                return Result.ofFail(-1, "maxQueueingTimeoutMs can't be null");
            }
            if (maxQueueingTimeoutMs < 0) {
                return Result.ofFail(-1, "invalid maxQueueingTimeoutMs: " + maxQueueingTimeoutMs);
            }
            entity.setMaxQueueingTimeoutMs(maxQueueingTimeoutMs);
        }

        Date date = new Date();
        entity.setGmtCreate(date);
        entity.setGmtModified(date);

        try {
            entity = repository.save(entity);
        } catch (Throwable throwable) {
            logger.error("add gateway flow rule error:", throwable);
            return Result.ofThrowable(-1, throwable);
        }

        if (!publishRules(app, ip, port)) {
            logger.warn("publish gateway flow rules fail after add");
        }

        return Result.ofSuccess(entity);
    }

    @PostMapping("/save.json")
    @AuthAction(AuthService.PrivilegeType.WRITE_RULE)
    public Result<GatewayFlowRuleEntity> updateFlowRule(@RequestBody UpdateFlowRuleReqVo reqVo) {

        String app = reqVo.getApp();
        if (StringUtil.isBlank(app)) {
            return Result.ofFail(-1, "app can't be null or empty");
        }

        Long id = reqVo.getId();
        if (id == null) {
            return Result.ofFail(-1, "id can't be null");
        }

        GatewayFlowRuleEntity entity = repository.findById(id);
        if (entity == null) {
            return Result.ofFail(-1, "gateway flow rule does not exist, id=" + id);
        }

        // 针对请求属性
        GatewayParamFlowItemVo paramItem = reqVo.getParamItem();
        if (paramItem != null) {
            GatewayParamFlowItemEntity itemEntity = new GatewayParamFlowItemEntity();
            entity.setParamItem(itemEntity);

            // 参数属性 0-ClientIP 1-Remote Host 2-Header 3-URL参数 4-Cookie
            Integer parseStrategy = paramItem.getParseStrategy();
            if (!Arrays.asList(PARAM_PARSE_STRATEGY_CLIENT_IP, PARAM_PARSE_STRATEGY_HOST, PARAM_PARSE_STRATEGY_HEADER
                    , PARAM_PARSE_STRATEGY_URL_PARAM, PARAM_PARSE_STRATEGY_COOKIE).contains(parseStrategy)) {
                return Result.ofFail(-1, "invalid parseStrategy: " + parseStrategy);
            }
            itemEntity.setParseStrategy(paramItem.getParseStrategy());

            // 当参数属性为2-Header 3-URL参数 4-Cookie时,参数名称必填
            if (Arrays.asList(PARAM_PARSE_STRATEGY_HEADER, PARAM_PARSE_STRATEGY_URL_PARAM, PARAM_PARSE_STRATEGY_COOKIE).contains(parseStrategy)) {
                // 参数名称
                String fieldName = paramItem.getFieldName();
                if (StringUtil.isBlank(fieldName)) {
                    return Result.ofFail(-1, "fieldName can't be null or empty");
                }
                itemEntity.setFieldName(paramItem.getFieldName());
            }

            String pattern = paramItem.getPattern();
            // 如果匹配串不为空,验证匹配模式
            if (StringUtil.isNotEmpty(pattern)) {
                itemEntity.setPattern(pattern);
                Integer matchStrategy = paramItem.getMatchStrategy();
                if (!Arrays.asList(PARAM_MATCH_STRATEGY_EXACT, PARAM_MATCH_STRATEGY_CONTAINS, PARAM_MATCH_STRATEGY_REGEX).contains(matchStrategy)) {
                    return Result.ofFail(-1, "invalid matchStrategy: " + matchStrategy);
                }
                itemEntity.setMatchStrategy(matchStrategy);
            }
        } else {
            entity.setParamItem(null);
        }

        // 阈值类型 0-线程数 1-QPS
        Integer grade = reqVo.getGrade();
        if (grade == null) {
            return Result.ofFail(-1, "grade can't be null");
        }
        if (!Arrays.asList(FLOW_GRADE_THREAD, FLOW_GRADE_QPS).contains(grade)) {
            return Result.ofFail(-1, "invalid grade: " + grade);
        }
        entity.setGrade(grade);

        // QPS阈值
        Double count = reqVo.getCount();
        if (count == null) {
            return Result.ofFail(-1, "count can't be null");
        }
        if (count < 0) {
            return Result.ofFail(-1, "count should be at lease zero");
        }
        entity.setCount(count);

        // 间隔
        Long interval = reqVo.getInterval();
        if (interval == null) {
            return Result.ofFail(-1, "interval can't be null");
        }
        if (interval <= 0) {
            return Result.ofFail(-1, "interval should be greater than zero");
        }
        entity.setInterval(interval);

        // 间隔单位
        Integer intervalUnit = reqVo.getIntervalUnit();
        if (intervalUnit == null) {
            return Result.ofFail(-1, "intervalUnit can't be null");
        }
        if (!Arrays.asList(INTERVAL_UNIT_SECOND, INTERVAL_UNIT_MINUTE, INTERVAL_UNIT_HOUR, INTERVAL_UNIT_DAY).contains(intervalUnit)) {
            return Result.ofFail(-1, "Invalid intervalUnit: " + intervalUnit);
        }
        entity.setIntervalUnit(intervalUnit);

        // 流控方式 0-快速失败 2-匀速排队
        Integer controlBehavior = reqVo.getControlBehavior();
        if (controlBehavior == null) {
            return Result.ofFail(-1, "controlBehavior can't be null");
        }
        if (!Arrays.asList(CONTROL_BEHAVIOR_DEFAULT, CONTROL_BEHAVIOR_RATE_LIMITER).contains(controlBehavior)) {
            return Result.ofFail(-1, "invalid controlBehavior: " + controlBehavior);
        }
        entity.setControlBehavior(controlBehavior);

        if (CONTROL_BEHAVIOR_DEFAULT == controlBehavior) {
            // 0-快速失败, 则Burst size必填
            Integer burst = reqVo.getBurst();
            if (burst == null) {
                return Result.ofFail(-1, "burst can't be null");
            }
            if (burst < 0) {
                return Result.ofFail(-1, "invalid burst: " + burst);
            }
            entity.setBurst(burst);
        } else if (CONTROL_BEHAVIOR_RATE_LIMITER == controlBehavior) {
            // 2-匀速排队, 则超时时间必填
            Integer maxQueueingTimeoutMs = reqVo.getMaxQueueingTimeoutMs();
            if (maxQueueingTimeoutMs == null) {
                return Result.ofFail(-1, "maxQueueingTimeoutMs can't be null");
            }
            if (maxQueueingTimeoutMs < 0) {
                return Result.ofFail(-1, "invalid maxQueueingTimeoutMs: " + maxQueueingTimeoutMs);
            }
            entity.setMaxQueueingTimeoutMs(maxQueueingTimeoutMs);
        }

        Date date = new Date();
        entity.setGmtModified(date);

        try {
            entity = repository.save(entity);
        } catch (Throwable throwable) {
            logger.error("update gateway flow rule error:", throwable);
            return Result.ofThrowable(-1, throwable);
        }

        if (!publishRules(app, entity.getIp(), entity.getPort())) {
            logger.warn("publish gateway flow rules fail after update");
        }

        return Result.ofSuccess(entity);
    }


    @PostMapping("/delete.json")
    @AuthAction(AuthService.PrivilegeType.DELETE_RULE)
    public Result<Long> deleteFlowRule(Long id) {

        if (id == null) {
            return Result.ofFail(-1, "id can't be null");
        }

        GatewayFlowRuleEntity oldEntity = repository.findById(id);
        if (oldEntity == null) {
            return Result.ofSuccess(null);
        }

        try {
            repository.delete(id);
        } catch (Throwable throwable) {
            logger.error("delete gateway flow rule error:", throwable);
            return Result.ofThrowable(-1, throwable);
        }

        if (!publishRules(oldEntity.getApp(), oldEntity.getIp(), oldEntity.getPort())) {
            logger.warn("publish gateway flow rules fail after delete");
        }

        return Result.ofSuccess(id);
    }

    private boolean publishRules(String app, String ip, Integer port) {
        //List<GatewayFlowRuleEntity> rules = repository.findAllByMachine(MachineInfo.of(app, ip, port));
        List<GatewayFlowRuleEntity> rules = repository.findAllByApp(app);
        try {
            rulePublisher.publish(app, rules);
            logger.info("添加Gateway限流规则成功{}", JSON.toJSONString(rules));
        } catch (Exception e) {
            e.printStackTrace();
            logger.warn("publishRules failed", e);
            return false;
        }
        //单节点:核心代码,sentinel-dashboard通过http的形式进行数据推送,客户端接收后将规则保存在本地内存中
        //return sentinelApiClient.modifyGatewayFlowRules(app, ip, port, rules);
        //针对多节点集群不同ip时,需要和客户端进行发布订阅通道一致,否则会导致某些节点规则失效
        return true;
    }
}

3、改造接口实现 

完整代码如下:

GatewayFlowRuleRedisProvider代码
package com.alibaba.csp.sentinel.dashboard.rule.redis.gateway;

import com.alibaba.csp.sentinel.dashboard.datasource.entity.gateway.GatewayFlowRuleEntity;
import com.alibaba.csp.sentinel.dashboard.datasource.entity.rule.FlowRuleEntity;
import com.alibaba.csp.sentinel.dashboard.rule.DynamicRuleProvider;
import com.alibaba.csp.sentinel.dashboard.rule.redis.RedisUtil;
import com.alibaba.csp.sentinel.dashboard.rule.redis.RuleConsts;
import com.alibaba.csp.sentinel.util.StringUtil;
import com.alibaba.fastjson.JSONObject;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Component;

import java.util.ArrayList;
import java.util.List;

/**
 * @className: GatewayFlowRuleRedisProvider
 * @description: 网关gateway限流规则订阅
 * @author: wuhk
 * @date: 2023/9/18 10:20
 * @version: 1.0
 * @company 自主研发
 **/

@Component("gatewayFlowRuleRedisProvider")
public class GatewayFlowRuleRedisProvider implements DynamicRuleProvider<List<GatewayFlowRuleEntity>> {
    @Autowired
    private RedisUtil redisConfigUtil;

    @Override
    public List<GatewayFlowRuleEntity> getRules(String appName) throws Exception {
        String rules = redisConfigUtil.getString(RuleConsts.GATEWAY_RULE_FLOW + appName);
        if (StringUtil.isEmpty(rules)) {
            return new ArrayList<>();
        }
        return JSONObject.parseArray(rules, GatewayFlowRuleEntity.class);
    }
}
GatewayFlowRuleRedisPublisher代码
package com.alibaba.csp.sentinel.dashboard.rule.redis.gateway;

import com.alibaba.csp.sentinel.dashboard.datasource.entity.gateway.GatewayFlowRuleEntity;
import com.alibaba.csp.sentinel.dashboard.rule.DynamicRulePublisher;
import com.alibaba.csp.sentinel.dashboard.rule.redis.RedisUtil;
import com.alibaba.csp.sentinel.dashboard.rule.redis.RuleConsts;
import com.alibaba.csp.sentinel.util.AssertUtil;
import com.alibaba.fastjson.JSON;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Component;

import java.util.List;

/**
 * @className: GatewayFlowRuleRedisPublisher
 * @description: 网关gateway限流规则发布
 * @author: wuhk
 * @date: 2023/9/18 10:21
 * @version: 1.0
 * @company 自主研发
 **/

@Component("gatewayFlowRuleRedisPublisher")
public class GatewayFlowRuleRedisPublisher implements DynamicRulePublisher<List<GatewayFlowRuleEntity>> {

    @Autowired
    private RedisUtil redisConfigUtil;

    @Override
    public void publish(String app, List<GatewayFlowRuleEntity> rules) throws Exception {
        AssertUtil.notEmpty(app, "app name cannot be empty");
        if (rules == null) {
            return;
        }
        String strs = JSON.toJSONString(rules);
        redisConfigUtil.setString(RuleConsts.GATEWAY_RULE_FLOW + app, strs);
        //针对多节点集群不同ip时,需要和客户端进行发布订阅通道一致,否则会导致某些节点规则失效
        redisConfigUtil.convertAndSend(RuleConsts.GATEWAY_RULE_FLOW_CHANNEL,strs);
    }
}

RedisUtil代码

package com.alibaba.csp.sentinel.dashboard.rule.redis;

import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.data.redis.core.StringRedisTemplate;
import org.springframework.stereotype.Component;

import java.util.concurrent.TimeUnit;


/**
 * @className: RedisUtil
 * @description: redis工具类
 * @author: wuhk
 * @date: 2023/9/18 10:21
 * @version: 1.0
 * @company 自主研发
 **/

@Component
public class RedisUtil {
    @Autowired
    private StringRedisTemplate stringRedisTemplate;

    /**
     * 存放string类型
     * @param key
     * @param data
     * @param timeout
     */
    public void setString(String key, String data, Long timeout) {
        try {
            stringRedisTemplate.opsForValue().set(key, data);
            if (timeout != null) {
                stringRedisTemplate.expire(key, timeout, TimeUnit.SECONDS);
            }

        } catch (Exception e) {

        }

    }

    /**
     * 存放string类型
     * @param key
     * @param data
     */
    public void setString(String key, String data) {
        setString(key, data, null);
    }

    /**
     * 根据key查询string类型
     * @param key
     * @return
     */
    public String getString(String key) {
        String value = stringRedisTemplate.opsForValue().get(key);
        return value;
    }

    /**
     * 根据对应的key删除key
     * @param key
     */
    public Boolean delKey(String key) {
        return stringRedisTemplate.delete(key);
    }

    /**
     * 根据对应的key发布通道
     * @param channel,message
     */
    public void convertAndSend(String channel, Object message) {
         stringRedisTemplate.convertAndSend(channel, message);
    }

}

RuleConsts代码

package com.alibaba.csp.sentinel.dashboard.rule.redis;

/**
 * @className: RuleConsts
 * @description: 规则key前缀
 * @author: wuhk
 * @date: 2023/9/18 10:22
 * @version: 1.0
 * @company 自主研发
 **/

public class RuleConsts {
    //key前缀
    public static final String RULE = "sentinel:rule:";
    //流控规则key前缀
    public static final String RULE_FLOW = RULE + "sentinel_rule_flow_";
    public static final String RULE_FLOW_CHANNEL = RULE + "sentinel_rule_flow_channel";
    //限流规则key前缀
    public static final String RULE_DEGRADE = RULE + "sentinel_rule_degrade_";
    public static final String RULE_DEGRADE_CHANNEL = RULE + "sentinel_rule_degrade_channel";

    //系统规则key前缀
    public static final String RULE_SYSTEM = RULE + "sentinel_rule_system_";
    public static final String RULE_SYSTEM_CHANNEL = RULE + "sentinel_rule_system_channel";

    //授权规则key前缀
    public static final String RULE_AUTHORITY = RULE + "sentinel_rule_authority_";
    public static final String RULE_AUTHORITY_CHANNEL = RULE + "sentinel_rule_authority_channel";

    //热点参数规则key前缀
    public static final String RULE_PARAM = RULE + "sentinel_rule_param_";
    public static final String RULE_PARAM_CHANNEL = RULE + "sentinel_rule_param_channel";

    //网关Gateway流控规则key前缀
    public static final String GATEWAY_RULE_FLOW = RULE + "sentinel_gateway_rule_flow_";
    public static final String GATEWAY_RULE_FLOW_CHANNEL = RULE + "sentinel_gateway_rule_flow_channel";

    //网关GatewayAPI管理规则key前缀
    public static final String GATEWAY_RULE_API = RULE + "sentinel_gateway_rule_api_";
    public static final String  GATEWAY_RULE_API_CHANNEL = RULE + "sentinel_gateway_rule_api_channel";
}
RedisCachePoolConfig代码(此类为了解决连接redis时,密码中含有特殊字符)
package com.alibaba.csp.sentinel.dashboard.config;

import com.fasterxml.jackson.annotation.JsonAutoDetect;
import com.fasterxml.jackson.annotation.PropertyAccessor;
import com.fasterxml.jackson.databind.ObjectMapper;
import io.lettuce.core.RedisURI;
import io.lettuce.core.cluster.RedisClusterClient;
import org.apache.commons.pool2.impl.GenericObjectPoolConfig;
import org.springframework.beans.factory.annotation.Value;
import org.springframework.cache.CacheManager;
import org.springframework.context.annotation.Bean;
import org.springframework.context.annotation.Configuration;
import org.springframework.data.redis.cache.RedisCacheConfiguration;
import org.springframework.data.redis.cache.RedisCacheManager;
import org.springframework.data.redis.connection.ReactiveRedisConnectionFactory;
import org.springframework.data.redis.connection.RedisPassword;
import org.springframework.data.redis.connection.RedisStandaloneConfiguration;
import org.springframework.data.redis.connection.lettuce.LettuceClientConfiguration;
import org.springframework.data.redis.connection.lettuce.LettuceConnectionFactory;
import org.springframework.data.redis.connection.lettuce.LettucePoolingClientConfiguration;
import org.springframework.data.redis.core.ReactiveRedisTemplate;
import org.springframework.data.redis.serializer.Jackson2JsonRedisSerializer;
import org.springframework.data.redis.serializer.RedisSerializationContext;
import org.springframework.data.redis.serializer.RedisSerializer;
import org.springframework.data.redis.serializer.StringRedisSerializer;

import java.time.Duration;
import java.util.*;

/**
 * @className: RedisCachePoolConfig
 * @description: Redis连接
 * @author: wuhk
 * @date: 2023/12/14 20:58
 * @version: 1.0
 * @company 自主研发
 **/
@Configuration
public class RedisCachePoolConfig {

    @Value(value = "${spring.redis.host:127.0.0.1}")
    private String host;

    @Value(value = "${spring.redis.port:6379}")
    private String port;

    @Value(value = "${spring.redis.password:1234}")
    private String password;

    @Bean
    public RedisClusterClient redisClient(){
        ArrayList<RedisURI> list = new ArrayList<>();
        RedisURI redisURI = new RedisURI();
        redisURI.setHost(host);
        redisURI.setPassword(password);
        redisURI.setPort(Integer.parseInt(port));
        list.add(redisURI);
        return RedisClusterClient.create(list);
    }


    @Bean
    public LettuceConnectionFactory lettuceConnectionFactory() {
        GenericObjectPoolConfig genericObjectPoolConfig = new GenericObjectPoolConfig();
        RedisStandaloneConfiguration redisStandaloneConfiguration = new RedisStandaloneConfiguration();
        redisStandaloneConfiguration.setHostName(host);
        redisStandaloneConfiguration.setPort(Integer.parseInt(port));
        redisStandaloneConfiguration.setPassword(RedisPassword.of(password));
        LettuceClientConfiguration clientConfig = LettucePoolingClientConfiguration.builder()
                .commandTimeout(Duration.ofMillis(5000))
                .shutdownTimeout(Duration.ofMillis(10000))
                .poolConfig(genericObjectPoolConfig)
                .build();

        LettuceConnectionFactory factory = new LettuceConnectionFactory(redisStandaloneConfiguration, clientConfig);
//        factory.setShareNativeConnection(true);
        factory.setValidateConnection(true);
        return factory;
    }
    Jackson2JsonRedisSerializer<Object> jackson2JsonRedisSerializer = new Jackson2JsonRedisSerializer<>(Object.class);
    private final ObjectMapper objectMapper = new ObjectMapper();

    @Bean("redisCacheManager")
    //@Primary //必须指定一个会话管理器主键,否则会报:No CacheResolver specified, and no unique bean of type CacheManager found. Mark one as primary or declare a specific CacheManager to use.
    public CacheManager cacheManager(LettuceConnectionFactory lettuceConnectionFactory) {
        RedisSerializer<String> redisSerializer = new StringRedisSerializer();

        //解决查询缓存转换异常的问题
        ObjectMapper mapper = new ObjectMapper();
        mapper.setVisibility(PropertyAccessor.ALL, JsonAutoDetect.Visibility.ANY);
        //mapper.activateDefaultTyping(LaissezFaireSubTypeValidator.instance,ObjectMapper.DefaultTyping.NON_FINAL, JsonTypeInfo.As.PROPERTY);
        mapper.enableDefaultTyping(ObjectMapper.DefaultTyping.NON_FINAL);
        jackson2JsonRedisSerializer.setObjectMapper(mapper);

        // 配置1 ,
        RedisCacheConfiguration config1 = RedisCacheConfiguration.defaultCacheConfig()
                //缓存失效时间
                .entryTtl(Duration.ofSeconds(30))
                //key序列化方式
                .serializeKeysWith(RedisSerializationContext.SerializationPair.fromSerializer(redisSerializer))
                //value序列化方式
                .serializeValuesWith(RedisSerializationContext.SerializationPair.fromSerializer(jackson2JsonRedisSerializer))
                //不允许缓存null值
                .disableCachingNullValues();
        //配置2 ,
        RedisCacheConfiguration config2 = RedisCacheConfiguration.defaultCacheConfig()
                .entryTtl(Duration.ofMinutes(1000))
                .serializeKeysWith(RedisSerializationContext.SerializationPair.fromSerializer(redisSerializer))
                .serializeValuesWith(RedisSerializationContext.SerializationPair.fromSerializer(jackson2JsonRedisSerializer))
                .disableCachingNullValues();

        //设置一个初始化的缓存空间set集合
        Set<String> cacheNames = new HashSet<>();
        cacheNames.add("my-redis-cache1");
        cacheNames.add("my-redis-cache2");

        //对每个缓存空间应用不同的配置
        Map<String, RedisCacheConfiguration> configurationMap = new HashMap<>(3);
        configurationMap.put("my-redis-cache1", config1);
        configurationMap.put("my-redis-cache2", config2);

        return RedisCacheManager.builder(lettuceConnectionFactory)
                //默认缓存配置
                .cacheDefaults(config1)
                //初始化缓存空间
                .initialCacheNames(cacheNames)
                //初始化缓存配置
                .withInitialCacheConfigurations(configurationMap).build();
    }



    
    // config one model
    
    @Bean
    public ReactiveRedisTemplate<String, Object> productModelReactiveRedisTemplate(ReactiveRedisConnectionFactory factory) {
        StringRedisSerializer stringSerializer = new StringRedisSerializer();
        Jackson2JsonRedisSerializer<Object> valueSerializer = new Jackson2JsonRedisSerializer<>(Object.class);
        valueSerializer.setObjectMapper(objectMapper);
        RedisSerializationContext<String, Object> context = RedisSerializationContext.<String, Object>newSerializationContext()
                .key(stringSerializer)
                .value(valueSerializer)
                .hashKey(stringSerializer)
                .hashValue(valueSerializer)
                .build();
        return new ReactiveRedisTemplate<>(factory, context);
    }

    
    // config model list
    

    @Bean
    public ReactiveRedisTemplate<String, Object> getProductWhitelistModelReactiveRedisTemplate(ReactiveRedisConnectionFactory factory) {
        StringRedisSerializer stringSerializer = new StringRedisSerializer();
        Jackson2JsonRedisSerializer<Object> valueSerializer = new Jackson2JsonRedisSerializer(List.class);
        valueSerializer.setObjectMapper(objectMapper);
        RedisSerializationContext<String, Object> context = RedisSerializationContext.<String, Object>newSerializationContext()
                .key(stringSerializer)
                .value(valueSerializer)
                .hashKey(stringSerializer)
                .hashValue(valueSerializer)
                .build();
        return new ReactiveRedisTemplate<>(factory, context);
    }


    @Bean("reactiveRedisTemplate")
    public ReactiveRedisTemplate<String, Object> objectReactiveRedisTemplate(ReactiveRedisConnectionFactory factory) {
        StringRedisSerializer stringSerializer = new StringRedisSerializer();
        Jackson2JsonRedisSerializer<Object> valueSerializer = new Jackson2JsonRedisSerializer<>(Object.class);
        valueSerializer.setObjectMapper(objectMapper);

        RedisSerializationContext<String, Object> context = RedisSerializationContext.<String, Object>newSerializationContext()
                .key(stringSerializer)
                .value(valueSerializer)
                .hashKey(stringSerializer)
                .hashValue(valueSerializer)
                .build();
        return new ReactiveRedisTemplate<>(factory, context);
    }
}

4、以上步骤完成后,只是sentinel-dashboard监控服务端改造完成,下面改造sentinel-client被监控的客户端;由于客户端重启项目之后内存中的限流、降级等规则丢失,所以项目启动的时候需要重新加载配置规则到内存中,Gateway服务增加配置类

SpringCloudGateway项目集成Sentinel并持久化redis依赖:

RedisDataSourceConfig 代码:

package com.it.sentinel.demo.config;
 

import com.alibaba.csp.sentinel.adapter.gateway.common.api.ApiDefinition;
import com.alibaba.csp.sentinel.adapter.gateway.common.api.GatewayApiDefinitionManager;
import com.alibaba.csp.sentinel.adapter.gateway.common.rule.GatewayFlowRule;
import com.alibaba.csp.sentinel.adapter.gateway.common.rule.GatewayRuleManager;
import com.alibaba.csp.sentinel.config.SentinelConfig;
import com.alibaba.csp.sentinel.datasource.Converter;
import com.alibaba.csp.sentinel.datasource.ReadableDataSource;
import com.alibaba.csp.sentinel.datasource.redis.RedisDataSource;
import com.alibaba.csp.sentinel.datasource.redis.config.RedisConnectionConfig;
import com.alibaba.csp.sentinel.slots.block.degrade.DegradeRule;
import com.alibaba.csp.sentinel.slots.block.degrade.DegradeRuleManager;
import com.alibaba.csp.sentinel.slots.system.SystemRule;
import com.alibaba.csp.sentinel.slots.system.SystemRuleManager;
import com.alibaba.fastjson.JSON;
import com.alibaba.fastjson.JSONObject;
import com.alibaba.fastjson.TypeReference;
import gov.chinatax.tpass.gateway.bean.ApiPathDefinition;
import lombok.extern.slf4j.Slf4j;
import org.springframework.beans.factory.annotation.Value;
import org.springframework.boot.ApplicationArguments;
import org.springframework.boot.ApplicationRunner;
import org.springframework.stereotype.Component;

import java.util.*;

/**
 * @className: RedisDataSourceConfig
 * @description: SpringCloudGateway网关集成sentinel并双向持久化redis
 **/
@Component
@Slf4j
public class RedisDataSourceConfig  implements ApplicationRunner {
    @Value("${spring.redis.host}")
    public String redisHost;

    @Value("${spring.redis.port}")
    public int redisPort;

    @Value("${spring.redis.password}")
    public String password;
    //key前缀
    public static final String RULE = "sentinel:rule:";
    //网关Gateway流控规则key前缀
    public static final String GATEWAY_RULE_FLOW = RULE + "sentinel_gateway_rule_flow_";
    public final String GATEWAY_RULE_FLOW_CHANNEL = RULE + "sentinel_gateway_rule_flow_channel";
    //网关GatewayAPI管理规则key前缀
    public static final String GATEWAY_RULE_API = RULE + "sentinel_gateway_rule_api_";
    public final String  GATEWAY_RULE_API_CHANNEL = RULE + "sentinel_gateway_rule_api_channel";
    //降级规则key前缀
    public final String RULE_DEGRADE = RULE + "sentinel_rule_degrade_";
    public final String RULE_DEGRADE_CHANNEL = RULE + "sentinel_rule_degrade_channel";
    //系统规则key前缀
    public final String RULE_SYSTEM = RULE + "sentinel_rule_system_";
    public final String RULE_SYSTEM_CHANNEL = RULE + "sentinel_rule_system_channel";

    /**
     * <p>ApplicationRunner
          该接口的方法会在服务启动之后被立即执行
          主要用来做一些初始化的工作
          但是该方法的运行是在SpringApplication.run(…​) 执行完毕之前执行</p>
     * @method RedisDataSourceConfig.run()
     **/
    @Override
    public void run(ApplicationArguments args) {
        log.info(">>>>>>>>>执行sentinel规则初始化");
        try{
            RedisConnectionConfig config = RedisConnectionConfig.builder().withHost(redisHost).withPort(redisPort).withPassword(password).build();

            ReadableDataSource<String, Set<ApiDefinition>> redisDataSource3 = new RedisDataSource<>(config, GATEWAY_RULE_API + SentinelConfig.getAppName(), GATEWAY_RULE_API_CHANNEL, s -> {
                List<ApiPathDefinition> lists = JSONObject.parseArray(s, ApiPathDefinition.class);
                Set<ApiDefinition> resultSet = new HashSet<>();
                for (ApiPathDefinition apiPathDefinition : lists) {
                    resultSet.add(apiPathDefinition.toApiDefinition());
                }
                return  resultSet;
            });
            GatewayApiDefinitionManager.register2Property(redisDataSource3.getProperty());

            Converter<String, Set<GatewayFlowRule>> parser = source -> JSON.parseObject(source,new TypeReference<Set<GatewayFlowRule>>() {});
            ReadableDataSource<String, Set<GatewayFlowRule>> redisDataSource = new RedisDataSource<>(config, GATEWAY_RULE_FLOW + SentinelConfig.getAppName(), GATEWAY_RULE_FLOW_CHANNEL, parser);
            GatewayRuleManager.register2Property(redisDataSource.getProperty());

            Converter<String, List<DegradeRule>> parser1 = source -> JSON.parseObject(source,new TypeReference<List<DegradeRule>>() {});
            ReadableDataSource<String, List<DegradeRule>> redisDataSource1 = new RedisDataSource<>(config, RULE_DEGRADE + SentinelConfig.getAppName(), RULE_DEGRADE_CHANNEL, parser1);
            DegradeRuleManager.register2Property(redisDataSource1.getProperty());

            Converter<String, List<SystemRule>> parser2 = source -> JSON.parseObject(source,new TypeReference<List<SystemRule>>() {});
            ReadableDataSource<String, List<SystemRule>> redisDataSource2 = new RedisDataSource<>(config, RULE_SYSTEM + SentinelConfig.getAppName(), RULE_SYSTEM_CHANNEL, parser2);
            SystemRuleManager.register2Property(redisDataSource2.getProperty());

            log.info(">>>>>>>>>执行sentinel规则初始化完成");
        }catch (Exception e){
            log.info(">>>>>>>>>执行sentinel规则初始化失败");
        }
    }
}

5、使用redis持久化sentinel配置规则,改造完成。

GitHub 加速计划 / sentine / Sentinel
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alibaba/Sentinel: Sentinel 是阿里巴巴开源的一款面向分布式服务架构的流量控制、熔断降级组件,提供实时监控、限流、降级和系统保护功能,适用于微服务治理场景。
最近提交(Master分支:3 个月前 )
195150bc * fix issue 2485 which occur oom when using async servlet request. * optimize imports * 1. fix the same issue in the webmvc-v6x 2. improve based on review comments 3 个月前
b78b09d3 3 个月前
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