惯性聚合 高效追踪和阅读你感兴趣的博客、新闻、科技资讯
阅读原文 在惯性聚合中打开

推荐订阅源

月光博客
月光博客
雷峰网
雷峰网
S
SegmentFault 最新的问题
博客园 - 【当耐特】
博客园_首页
量子位
爱范儿
爱范儿
博客园 - 叶小钗
freeCodeCamp Programming Tutorials: Python, JavaScript, Git & More
Jina AI
Jina AI
V
V2EX
美团技术团队
V
Visual Studio Blog
博客园 - 三生石上(FineUI控件)
IT之家
IT之家
Hugging Face - Blog
Hugging Face - Blog
Apple Machine Learning Research
Apple Machine Learning Research
小众软件
小众软件
博客园 - 聂微东
钛媒体:引领未来商业与生活新知
钛媒体:引领未来商业与生活新知
The Cloudflare Blog
宝玉的分享
宝玉的分享
WordPress大学
WordPress大学
OSCHINA 社区最新新闻
OSCHINA 社区最新新闻

博客园 - xiaobin80

Hello MFC - The last little bit of work Hello MFC - Add Resource and About Dialog Hello MFC - The Message Map my first mfc application Development Environment Preparation Clang IDE的选择在Windows Visual Studio 2017 and Fx EOL 跟我学python(5)- 匹配数字 跟我学python(4)- 正则 跟我学python(3)--- 带shell功能的hello world 跟我学python(2)- 第一个程序 跟我学python --- 搭建开发平台 Debian server 安装 debian 与 ubuntu 之 - sudo Try Value 计算文件CRC32数值 docker ce on Debian 使用hugo在gitee上写blog postman使用 改进的冒泡算法 Create User - mysql COM调用 – VB、PB J-Link clone问题 修复山寨版的J-Link
spring cloud gateway - RequestRateLimiter
xiaobin80 · 2018-12-06 · via 博客园 - xiaobin80

1. Official website

The RequestRateLimiter GatewayFilter Factory is uses a RateLimiter implementation to determine if the current request is allowed to proceed. If it is not, a status of HTTP 429 - Too Many Requests (by default) is returned.

This filter takes an optional keyResolver parameter and parameters specific to the rate limiter (see below).

keyResolver is a bean that implements the KeyResolver interface. In configuration, reference the bean by name using SpEL. #{@myKeyResolver} is a SpEL expression referencing a bean with the name myKeyResolver.

KeyResolver.java. 

public interface KeyResolver {
	Mono<String> resolve(ServerWebExchange exchange);
}

The KeyResolver interface allows pluggable strategies to derive the key for limiting requests. In future milestones, there will be some KeyResolver implementations.

The default implementation of KeyResolver is the PrincipalNameKeyResolver which retrieves the Principal from the ServerWebExchange and calls Principal.getName().

[Note]

The RequestRateLimiter is not configurable via the "shortcut" notation. The example below is invalid

application.properties. 

# INVALID SHORTCUT CONFIGURATION
spring.cloud.gateway.routes[0].filters[0]=RequestRateLimiter=2, 2, #{@userkeyresolver}

5.7.1 Redis RateLimiter

The redis implementation is based off of work done at Stripe. It requires the use of the spring-boot-starter-data-redis-reactive Spring Boot starter.

The algorithm used is the Token Bucket Algorithm.

The redis-rate-limiter.replenishRate is how many requests per second do you want a user to be allowed to do, without any dropped requests. This is the rate that the token bucket is filled.

The redis-rate-limiter.burstCapacity is the maximum number of requests a user is allowed to do in a single second. This is the number of tokens the token bucket can hold. Setting this value to zero will block all requests.

A steady rate is accomplished by setting the same value in replenishRate and burstCapacity. Temporary bursts can be allowed by setting burstCapacity higher than replenishRate. In this case, the rate limiter needs to be allowed some time between bursts (according to replenishRate), as 2 consecutive bursts will result in dropped requests (HTTP 429 - Too Many Requests).

application.yml. 

spring:
  cloud:
    gateway:
      routes:
      - id: requestratelimiter_route
        uri: http://example.org
        filters:
        - name: RequestRateLimiter
          args:
            redis-rate-limiter.replenishRate: 10
            redis-rate-limiter.burstCapacity: 20

Config.java. 

@Bean
KeyResolver userKeyResolver() {
    return exchange -> Mono.just(exchange.getRequest().getQueryParams().getFirst("user"));
}

This defines a request rate limit of 10 per user. A burst of 20 is allowed, but the next second only 10 requests will be available. The KeyResolver is a simple one that gets the user request parameter (note: this is not recommended for production).

A rate limiter can also be defined as a bean implementing the RateLimiter interface. In configuration, reference the bean by name using SpEL. #{@myRateLimiter}is a SpEL expression referencing a bean with the name myRateLimiter.

application.yml. 

spring:
  cloud:
    gateway:
      routes:
      - id: requestratelimiter_route
        uri: http://example.org
        filters:
        - name: RequestRateLimiter
          args:
            rate-limiter: "#{@myRateLimiter}"
            key-resolver: "#{@userKeyResolver}"

2. pom

        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-actuator</artifactId>
        </dependency>
        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-webflux</artifactId>
        </dependency>
        <dependency>
            <groupId>org.springframework.cloud</groupId>
            <artifactId>spring-cloud-starter-gateway</artifactId>
        </dependency>
        <dependency>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-data-redis</artifactId>
        </dependency>

3. Config

yml

---
spring:
  cloud:
    gateway:
      discovery:
        locator:
          enabled: true
      routes:
      - id: user-service
        uri: lb://user-service
        predicates:
        - Path=/user/**
        filters:
        - StripPrefix=1
        - name: RequestRateLimiter
          args:
            key-resolver: "#{@remoteAddrKeyResolver}"
            redis-rate-limiter.replenishRate: 1
            redis-rate-limiter.burstCapacity: 5

---
spring:
  redis:
    host: localhost
    port: 6379
    database: 0

4. KeyResolve

1) implement class

import org.springframework.cloud.gateway.filter.ratelimit.KeyResolver;
import org.springframework.web.server.ServerWebExchange;

import reactor.core.publisher.Mono;

public class RemoteAddrKeyResolver implements KeyResolver {

    @Override
    public Mono<String> resolve(ServerWebExchange exchange) {
        // TODO Auto-generated method stub
        return Mono.just(exchange.getRequest().getRemoteAddress().getAddress().getHostAddress());
    }

}

  2) component

import org.springframework.context.annotation.Bean;
import org.springframework.stereotype.Component;

import com.example.demo.keyResolver.RemoteAddrKeyResolver;

@Component
public class RequestRateLimiterCustom {

    @Bean(name = "remoteAddrKeyResolver")
    public RemoteAddrKeyResolver remoteAddrKeyResolver() {
        return new RemoteAddrKeyResolver();
    }
}

 5. pics

 HTTP 429 - (不停的按F5刷新页面)

Refernce:

    1. 《Spring Cloud(十五):Spring Cloud Gateway(限流)