zuul集成Sentinel，完成对path映射的限流

本是古典何须时尚 2021-12-14 15:41 271阅读 0赞

前面我们讲过了对单体应用的Sentinel限流，以及使用zookeeper对规则的持久化。通过前面的工作，我们可以完成单个实例的细粒度的限流、熔断操作。

譬如有一个服务User，在分布式环境下，开启了多个实例，那么每个实例都可以获得如每秒限制10个登录的限流功能。但是有些场景下，我们想要另外一种限流方式，譬如在网关zuul层，想限制对User服务的限流，而不去关心具体它有多少个实例。这时，就需要用到[网关限流][Link 1]了。

Sentinel 1.6.0 引入了 Sentinel API Gateway Adapter Common 模块，包含网关限流的规则和自定义 API 的实体和管理逻辑：

GatewayFlowRule：网关限流规则，针对 API Gateway 的场景定制的限流规则，可以针对不同 route 或自定义的 API 分组进行限流，支持针对请求中的参数、Header、来源 IP 等进行定制化的限流。  
ApiDefinition：用户自定义的 API 定义分组，可以看做是一些 URL 匹配的组合。比如我们可以定义一个 API 叫 my\_api，请求 path 模式为 /foo/\*\* 和 /baz/\*\* 的都归到 my\_api 这个 API 分组下面。限流的时候可以针对这个自定义的 API 分组维度进行限流。

注意这个版本，1.6.0以后才有的。

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly90aWFueWFsZWkuYmxvZy5jc2RuLm5ldA_size_16_color_FFFFFF_t_70][]

我们直接上代码，进入实战。新建一个SpringCloud项目，选中zuul。并在启动类上加上@EnableZuulProxy注解，代表这是一个zuul网关项目。

pom.xml如下：

<?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">
        <modelVersion>4.0.0</modelVersion>
        <parent>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-parent</artifactId>
            <version>2.1.6.RELEASE</version>
            <relativePath/> 
        </parent>
        <groupId>com.example</groupId>
        <artifactId>sentinelzuul</artifactId>
        <version>0.0.1-SNAPSHOT</version>
        <name>sentinelzuul</name>
        <description>Demo project for Spring Boot</description>
    
        <properties>
            <java.version>1.8</java.version>
            <spring-cloud.version>Greenwich.SR1</spring-cloud.version>
            <sentinel.version>1.6.1</sentinel.version>
        </properties>
    
        <dependencies>
            <dependency>
                <groupId>org.springframework.boot</groupId>
                <artifactId>spring-boot-starter-web</artifactId>
            </dependency>
            <dependency>
                <groupId>org.springframework.cloud</groupId>
                <artifactId>spring-cloud-starter-netflix-zuul</artifactId>
            </dependency>
            
            <dependency>
                <groupId>com.alibaba.csp</groupId>
                <artifactId>sentinel-zuul-adapter</artifactId>
                <version>${sentinel.version}</version>
            </dependency>
    
            <dependency>
                <groupId>com.alibaba.csp</groupId>
                <artifactId>sentinel-core</artifactId>
                <version>${sentinel.version}</version>
            </dependency>
            <dependency>
                <groupId>com.alibaba.csp</groupId>
                <artifactId>sentinel-parameter-flow-control</artifactId>
                <version>${sentinel.version}</version>
            </dependency>
    
            <dependency>
                <groupId>org.springframework.boot</groupId>
                <artifactId>spring-boot-starter-test</artifactId>
                <scope>test</scope>
            </dependency>
        </dependencies>
    
        <dependencyManagement>
            <dependencies>
                <dependency>
                    <groupId>org.springframework.cloud</groupId>
                    <artifactId>spring-cloud-dependencies</artifactId>
                    <version>${spring-cloud.version}</version>
                    <type>pom</type>
                    <scope>import</scope>
                </dependency>
    
                <dependency>
                    <groupId>org.springframework.cloud</groupId>
                    <artifactId>spring-cloud-alibaba-dependencies</artifactId>
                    <version>0.2.2.RELEASE</version>
                    <type>pom</type>
                    <scope>import</scope>
                </dependency>
            </dependencies>
        </dependencyManagement>
    
        <build>
            <plugins>
                <plugin>
                    <groupId>org.springframework.boot</groupId>
                    <artifactId>spring-boot-maven-plugin</artifactId>
                </plugin>
            </plugins>
        </build>
    
    </project>

官方文档上写，只需要引入sentinel-zuul-adapter依赖，实测后发现，只引入这个的话，所依赖的Sentinel-core是1.5.2版本，会导致启动失败。所以我手工加入了其他几个依赖。

yml文件如下：

server:
      port: 9999
    zuul:
      routes:
        one:
          path: /baoban/**
          url: http://localhost:8888/baoban/
    spring:
      application:
        name: sentinelzuul

这里配了一个简单的routes映射。那是另外一个本地服务。

使用zuul的限流很简单，2个类即可。

ZuulConfig.java

import com.alibaba.csp.sentinel.adapter.gateway.zuul.filters.SentinelZuulErrorFilter;
    import com.alibaba.csp.sentinel.adapter.gateway.zuul.filters.SentinelZuulPostFilter;
    import com.alibaba.csp.sentinel.adapter.gateway.zuul.filters.SentinelZuulPreFilter;
    import com.netflix.zuul.ZuulFilter;
    import org.springframework.context.annotation.Bean;
    import org.springframework.context.annotation.Configuration;
    
    /**
     * @author wuweifeng wrote on 2019/7/3.
     */
    @Configuration
    public class ZuulConfig {
    
        @Bean
        public ZuulFilter sentinelZuulPreFilter() {
            return new SentinelZuulPreFilter(10000);
        }
    
        @Bean
        public ZuulFilter sentinelZuulPostFilter() {
            return new SentinelZuulPostFilter(1000);
        }
    
        @Bean
        public ZuulFilter sentinelZuulErrorFilter() {
            return new SentinelZuulErrorFilter(-1);
        }
    }

package com.example.sentinelzuul.config;
    
    import com.alibaba.csp.sentinel.adapter.gateway.common.SentinelGatewayConstants;
    import com.alibaba.csp.sentinel.adapter.gateway.common.api.ApiDefinition;
    import com.alibaba.csp.sentinel.adapter.gateway.common.api.ApiPathPredicateItem;
    import com.alibaba.csp.sentinel.adapter.gateway.common.api.ApiPredicateItem;
    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.GatewayParamFlowItem;
    import com.alibaba.csp.sentinel.adapter.gateway.common.rule.GatewayRuleManager;
    import com.alibaba.csp.sentinel.slots.block.RuleConstant;
    import org.springframework.context.annotation.Configuration;
    
    import javax.annotation.PostConstruct;
    import java.util.HashSet;
    import java.util.Set;
    
    /**
     * @author wuweifeng wrote on 2019/7/3.
     */
    @Configuration
    public class GatewayRuleConfig {
        private static final int URL_MATCH_STRATEGY_EXACT = 0;
        private static final int URL_MATCH_STRATEGY_PREFIX = 1;
        private static final int URL_MATCH_STRATEGY_REGEX = 2;
    
        @PostConstruct
        public void doInit() {
            // Prepare some gateway rules and API definitions (only for demo).
            // It's recommended to leverage dynamic data source or the Sentinel dashboard to push the rules.
            initCustomizedApis();
            initGatewayRules();
        }
    
        private void initCustomizedApis() {
            Set<ApiDefinition> definitions = new HashSet<>();
            ApiDefinition api1 = new ApiDefinition("baobao_api")
                    .setPredicateItems(new HashSet<ApiPredicateItem>() {
       {
                        //add(new ApiPathPredicateItem().setPattern("/ahas"));
                        add(new ApiPathPredicateItem().setPattern("/baoban/**")
                                .setMatchStrategy(URL_MATCH_STRATEGY_PREFIX));
                    }});
            //ApiDefinition api2 = new ApiDefinition("another_customized_api")
            //        .setPredicateItems(new HashSet<ApiPredicateItem>() {
       {
            //            add(new ApiPathPredicateItem().setPattern("/**")
            //                    .setMatchStrategy(URL_MATCH_STRATEGY_PREFIX));
            //        }});
            definitions.add(api1);
            //definitions.add(api2);
            GatewayApiDefinitionManager.loadApiDefinitions(definitions);
        }
    
        private void initGatewayRules() {
            Set<GatewayFlowRule> rules = new HashSet<>();
            rules.add(new GatewayFlowRule("baobao_api")
                    .setResourceMode(SentinelGatewayConstants.RESOURCE_MODE_CUSTOM_API_NAME)
                    .setCount(1)
                    .setIntervalSec(1)
            );
            rules.add(new GatewayFlowRule("aliyun-product-route")
                    .setCount(2)
                    .setIntervalSec(2)
                    //应对突发请求时额外允许的请求数目。
                    .setBurst(2)
                    .setParamItem(new GatewayParamFlowItem()
                            .setParseStrategy(SentinelGatewayConstants.PARAM_PARSE_STRATEGY_CLIENT_IP)
                    )
            );
            rules.add(new GatewayFlowRule("another-route-httpbin")
                    .setCount(10)
                    //统计时间窗口，单位是秒，默认是 1 秒。
                    .setIntervalSec(1)
                    //流量整形的控制效果，同限流规则的 controlBehavior 字段，目前支持快速失败和匀速排队两种模式，默认是快速失败。
                    .setControlBehavior(RuleConstant.CONTROL_BEHAVIOR_RATE_LIMITER)
                    //匀速排队模式下的最长排队时间，单位是毫秒，仅在匀速排队模式下生效。
                    .setMaxQueueingTimeoutMs(600)
                    //参数限流配置
                    .setParamItem(new GatewayParamFlowItem()
                            .setParseStrategy(SentinelGatewayConstants.PARAM_PARSE_STRATEGY_HEADER)
                            .setFieldName("X-Sentinel-Flag")
                    )
            );
            rules.add(new GatewayFlowRule("another-route-httpbin")
                    .setCount(1)
                    .setIntervalSec(1)
                    .setParamItem(new GatewayParamFlowItem()
                            .setParseStrategy(SentinelGatewayConstants.PARAM_PARSE_STRATEGY_URL_PARAM)
                            .setFieldName("pa")
                    )
            );
    
            rules.add(new GatewayFlowRule("some_customized_api")
                    .setResourceMode(SentinelGatewayConstants.RESOURCE_MODE_CUSTOM_API_NAME)
                    .setCount(5)
                    .setIntervalSec(1)
                    .setParamItem(new GatewayParamFlowItem()
                            .setParseStrategy(SentinelGatewayConstants.PARAM_PARSE_STRATEGY_URL_PARAM)
                            .setFieldName("pn")
                    )
            );
            GatewayRuleManager.loadRules(rules);
    
            //监听zookeeper，使用zookeeper的规则
            //ReadableDataSource<String, Set<GatewayFlowRule>> flowRuleDataSource = new ZookeeperDataSource<>(null, null,
            //        source -> JSON.parseObject(source, new TypeReference<Set<GatewayFlowRule>>() {
            //        }));
            //GatewayRuleManager.register2Property(flowRuleDataSource.getProperty());
        }
    }

主要做的有2件事

1是配置一下APIDefinition，也就是给自己的映射规则起个名字。

2是配置Rule，和之前的配置rule差不多。创建一个rule的集合，设置rule规则，具体规则各字段在上面截图中有解释。

![20190703171736517.png][]

这里我配了一个简单的一秒1个QPS的规则。最后用GatewayRuleManager去loadRules即可。

之后测试一下就发现规则已生效。频繁访问被限流的服务时，会报下面的异常。

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly90aWFueWFsZWkuYmxvZy5jc2RuLm5ldA_size_16_color_FFFFFF_t_70 1][]

如果你想自定义这个熔断的返回值的话，可以加个类实现ZuulBlockFallbackProvider：

import com.alibaba.csp.sentinel.adapter.gateway.zuul.fallback.BlockResponse;
    import com.alibaba.csp.sentinel.adapter.gateway.zuul.fallback.DefaultBlockFallbackProvider;
    import com.alibaba.csp.sentinel.adapter.gateway.zuul.fallback.ZuulBlockFallbackProvider;
    import com.alibaba.csp.sentinel.log.RecordLog;
    import com.alibaba.csp.sentinel.slots.block.BlockException;
    import org.slf4j.Logger;
    import org.slf4j.LoggerFactory;
    
    /**
     * @author wuweifeng wrote on 2019/7/3.
     */
    public class MyBlockFallbackProvider implements ZuulBlockFallbackProvider {
    
        private Logger logger = LoggerFactory.getLogger(DefaultBlockFallbackProvider.class);
    
        // you can define route as service level
        @Override
        public String getRoute() {
            return "baobao_api";
        }
    
        @Override
        public BlockResponse fallbackResponse(String route, Throwable cause) {
            RecordLog.info(String.format("[Sentinel DefaultBlockFallbackProvider] Run fallback route: %s", route));
            if (cause instanceof BlockException) {
                return new BlockResponse(429, "the route is blocked", route);
            } else {
                return new BlockResponse(500, "System Error", route);
            }
        }
    }

getRoute方法返回的就是上面定义的resouceName。然后注册一下就好了。

![watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly90aWFueWFsZWkuYmxvZy5jc2RuLm5ldA_size_16_color_FFFFFF_t_70 2][]

![20190703173109556.png][]

当然这也是基于内存的规则，不能动态改变，在实际生产中，如果需要动态改变规则的话，还是需要去用zookeeper之类的。下一篇我们来看看基于zookeeper的动态配置。

[Link 1]: https://github.com/alibaba/Sentinel/wiki/%E7%BD%91%E5%85%B3%E9%99%90%E6%B5%81
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[20190703171736517.png]: /images/20211214/b46d455b1eb24d4182b7b4c378c0f8ca.png
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly90aWFueWFsZWkuYmxvZy5jc2RuLm5ldA_size_16_color_FFFFFF_t_70 1]: /images/20211214/2a4ca94012d546a8a28205b3dc964dfb.png
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[20190703173109556.png]: /images/20211214/6fc1b194602443f3af4b43eeacc1e992.png