SpringCloud Hystrix 服务熔断、服务降级防止服务雪崩

文章目录

SpringCloud Hystrix 熔断器、服务降级防止服务雪崩
- 需求背景
- 引入依赖
- 启动类加Hystrix注解
- 接口配置熔断
- - 常规配置
  - 超时断开
  - 错误率熔断
  - 请求数熔断限流
- 可配置项
- - HystrixCommand.Setter参数
  - Command Properties
- 服务降级

SpringCloud Hystrix 熔断器、服务降级防止服务雪崩

在这里插入图片描述
Hystrix，英文意思是豪猪，全身是刺，刺是一种保护机制。Hystrix也是Netflflix公司的一款组件。

Hystrix是什么?

在分布式环境中，许多服务依赖项中的部分服务必然有概率出现失败。Hystrix是一个库，通过添加延迟和容错逻辑，来帮助你控制这些分布式服务之间的交互。Hystrix通过隔离服务之间的访问点阻止级联失败，通过提供回退选项来实现防止级联出错。提高了系统的整体弹性。与Ribbon并列，也几乎存在于每个Spring Cloud构建的微服务和基础设施中。

Hystrix被设计的目标是：

对通过第三方客户端库访问的依赖项（通常是通过网络）的延迟和故障进行保护和控制。

在复杂的分布式系统中阻止雪崩效应。

快速失败，快速恢复。

回退，尽可能优雅地降级。

需求背景

项目有慢接口，多个渠道都需要这个接口，一旦有突发大流量过来会导致这个接口变慢，甚至超时。引发第三方重试不断调用我们接口，这个接口又会调用其他接口，在突发大流量时会引发雪崩，且雪崩积攒的重试流量会把刚滚动启动的实例（实例有探针发现持续两次不响应ping就会滚动重启实例，起一个新的，回收旧实例）又打垮，因此需要加入服务熔断、服务降级，让系统将无法消化的流量直接熔断返回报错，让服务不被阻塞住。

引入依赖

<dependency>
    <groupId>org.springframework.cloud</groupId>
    <artifactId>spring-cloud-starter-netflix-hystrix</artifactId>
</dependency>

启动类加Hystrix注解

启动类加@EnableHystrix 或@EnableCircuitBreaker 注解都可以，建议用@EnableHystrix ，因为后一个在后续版本被弃用，@EnableHystrix是包含了@EnableCircuitBreaker的

@Target(ElementType.TYPE)
@Retention(RetentionPolicy.RUNTIME)
@Documented
@Inherited
@EnableCircuitBreaker
public @interface EnableHystrix {

}

@SpringCloudApplication
@EnableHystrix
public class ManageApplication{

}

接口配置熔断

熔断效果测试可以使用jmeter这样的工具来实现
https://jmeter.apache.org/download_jmeter.cgi

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常规配置

配置的值自己根据自己需求去改，这里是测试用设的值

    @HystrixCommand(commandProperties = {
            // 隔离策略，这个配置项默认是THREAD(线程)，另外一个选项是SEMAPHORE（信号量），在信号量策略下无法使用超时时间设置。
            @HystrixProperty(name = HystrixPropertiesManager.EXECUTION_ISOLATION_STRATEGY, value = "THREAD"),
            // 单实例vivo接口最大并发请求数150，多处的直接拒绝
            @HystrixProperty(name = HystrixPropertiesManager.EXECUTION_ISOLATION_SEMAPHORE_MAX_CONCURRENT_REQUESTS, value = "1"),
            // 线程超时时间，10秒
            @HystrixProperty(name = HystrixPropertiesManager.EXECUTION_ISOLATION_THREAD_TIMEOUT_IN_MILLISECONDS, value = "100"),
            //错误百分比条件，达到熔断器最小请求数后错误率达到百分之多少后打开熔断器
            @HystrixProperty(name = HystrixPropertiesManager.CIRCUIT_BREAKER_ERROR_THRESHOLD_PERCENTAGE, value = "10"),
            //断容器最小请求数，达到这个值过后才开始计算是否打开熔断器
            @HystrixProperty(name = HystrixPropertiesManager.CIRCUIT_BREAKER_REQUEST_VOLUME_THRESHOLD, value = "3"),
            // 默认5秒; 熔断器打开后多少秒后 熔断状态变成半熔断状态(对该微服务进行一次请求尝试，不成功则状态改成熔断，成功则关闭熔断器
            @HystrixProperty(name = HystrixPropertiesManager.CIRCUIT_BREAKER_SLEEP_WINDOW_IN_MILLISECONDS, value = "5000")
    })

EXECUTION_ISOLATION_STRATEGY隔离策略，这个配置项默认是THREAD(线程)，另外一个选项是SEMAPHORE（信号量），在信号量策略下无法使用超时时间设置。

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超时断开

    @RequestMapping("testTimeout")
    @HystrixCommand(commandProperties = {
            // 线程超时时间，10秒
            @HystrixProperty(name = HystrixPropertiesManager.EXECUTION_ISOLATION_THREAD_TIMEOUT_IN_MILLISECONDS, value = "100")
    })
    public String testTimeout() throws InterruptedException {
        Thread.sleep(5000);
        return "test";
    }

错误率熔断

请求报错率达到多少之后开启熔断

    @RequestMapping("test")
    @HystrixCommand(groupKey = "vivoApi", commandProperties = {
            //错误百分比条件，达到熔断器最小请求数后错误率达到百分之多少后打开熔断器
            @HystrixProperty(name = HystrixPropertiesManager.CIRCUIT_BREAKER_ERROR_THRESHOLD_PERCENTAGE, value = "10")
    })
    public String test() throws Exception {
        Thread.sleep(50);
        return "test";
    }

请求数熔断限流

处理调用的线程池核心线程一个，任务队列长度为10，超出的请求会被熔断打回，在执行和队列里的请求没事，正常执行。

    @HystrixCommand(groupKey = "vivoApi", threadPoolProperties = {
            @HystrixProperty(name = HystrixPropertiesManager.CORE_SIZE, value = "1"),
            @HystrixProperty(name = HystrixPropertiesManager.MAX_QUEUE_SIZE, value = "10")
    })
    public String test() throws Exception {
        Thread.sleep(50);
        return "test";
    }

可配置项

配置的中文翻译 Hystrix配置中文文档

关键配置类 HystrixCommandProperties.java、HystrixPropertiesManager.java

HystrixCommand.Setter参数

HystrixCommandGroupKey：区分一组服务，一般以接口为粒度。
HystrixCommandKey：区分一个方法，一般以方法为粒度。
HystrixThreadPoolKey：一个HystrixThreadPoolKey下的所有方法共用一个线程池。
HystrixCommandProperties：基本配置

Command Properties

hystrix.command.default.execution.isolation.strategy 隔离策略，默认是Thread,可选Thread｜Semaphore。thread用于线程池的隔离，一般适用于同步请求。semaphore是信号量模式，适用于异步请求
hystrix.command.default.execution.isolation.thread.timeoutInMilliseconds 命令执行超时时间，默认1000ms
hystrix.command.default.execution.timeout.enabled 执行是否启用超时，默认启用true
hystrix.command.default.execution.isolation.thread.interruptOnTimeout 发生超时是是否中断，默认true
hystrix.command.default.execution.isolation.semaphore.maxConcurrentRequests 最大并发请求数，默认10，该参数当使用ExecutionIsolationStrategy.SEMAPHORE策略时才有效。如果达到最大并发请求数，请求会被拒绝。理论上选择semaphore size的原则和选择thread size一致，但选用semaphore时每次执行的单元要比较小且执行速度快（ms级别），否则的话应该用thread。
hystrix.command.default.execution.isolation.thread.interruptOnCancel


public abstract class HystrixCommandProperties {
    private static final Logger logger = LoggerFactory.getLogger(HystrixCommandProperties.class);

    /* defaults */
    /* package */ static final Integer default_metricsRollingStatisticalWindow = 10000;// default => statisticalWindow: 10000 = 10 seconds (and default of 10 buckets so each bucket is 1 second)
    private static final Integer default_metricsRollingStatisticalWindowBuckets = 10;// default => statisticalWindowBuckets: 10 = 10 buckets in a 10 second window so each bucket is 1 second
    private static final Integer default_circuitBreakerRequestVolumeThreshold = 20;// default => statisticalWindowVolumeThreshold: 20 requests in 10 seconds must occur before statistics matter
    private static final Integer default_circuitBreakerSleepWindowInMilliseconds = 5000;// default => sleepWindow: 5000 = 5 seconds that we will sleep before trying again after tripping the circuit
    private static final Integer default_circuitBreakerErrorThresholdPercentage = 50;// default => errorThresholdPercentage = 50 = if 50%+ of requests in 10 seconds are failures or latent then we will trip the circuit
    private static final Boolean default_circuitBreakerForceOpen = false;// default => forceCircuitOpen = false (we want to allow traffic)
    /* package */ static final Boolean default_circuitBreakerForceClosed = false;// default => ignoreErrors = false 
    private static final Integer default_executionTimeoutInMilliseconds = 1000; // default => executionTimeoutInMilliseconds: 1000 = 1 second
    private static final Boolean default_executionTimeoutEnabled = true;
    private static final ExecutionIsolationStrategy default_executionIsolationStrategy = ExecutionIsolationStrategy.THREAD;
    private static final Boolean default_executionIsolationThreadInterruptOnTimeout = true;
    private static final Boolean default_executionIsolationThreadInterruptOnFutureCancel = false;
    private static final Boolean default_metricsRollingPercentileEnabled = true;
    private static final Boolean default_requestCacheEnabled = true;
    private static final Integer default_fallbackIsolationSemaphoreMaxConcurrentRequests = 10;
    private static final Boolean default_fallbackEnabled = true;
    private static final Integer default_executionIsolationSemaphoreMaxConcurrentRequests = 10;
    private static final Boolean default_requestLogEnabled = true;
    private static final Boolean default_circuitBreakerEnabled = true;
    private static final Integer default_metricsRollingPercentileWindow = 60000; // default to 1 minute for RollingPercentile 
    private static final Integer default_metricsRollingPercentileWindowBuckets = 6; // default to 6 buckets (10 seconds each in 60 second window)
    private static final Integer default_metricsRollingPercentileBucketSize = 100; // default to 100 values max per bucket
    private static final Integer default_metricsHealthSnapshotIntervalInMilliseconds = 500; // default to 500ms as max frequency between allowing snapshots of health (error percentage etc)

    @SuppressWarnings("unused") private final HystrixCommandKey key;
    private final HystrixProperty<Integer> circuitBreakerRequestVolumeThreshold; // number of requests that must be made within a statisticalWindow before open/close decisions are made using stats
    private final HystrixProperty<Integer> circuitBreakerSleepWindowInMilliseconds; // milliseconds after tripping circuit before allowing retry
    private final HystrixProperty<Boolean> circuitBreakerEnabled; // Whether circuit breaker should be enabled.
    private final HystrixProperty<Integer> circuitBreakerErrorThresholdPercentage; // % of 'marks' that must be failed to trip the circuit
    private final HystrixProperty<Boolean> circuitBreakerForceOpen; // a property to allow forcing the circuit open (stopping all requests)
    private final HystrixProperty<Boolean> circuitBreakerForceClosed; // a property to allow ignoring errors and therefore never trip 'open' (ie. allow all traffic through)
    private final HystrixProperty<ExecutionIsolationStrategy> executionIsolationStrategy; // Whether a command should be executed in a separate thread or not.
    private final HystrixProperty<Integer> executionTimeoutInMilliseconds; // Timeout value in milliseconds for a command
    private final HystrixProperty<Boolean> executionTimeoutEnabled; //Whether timeout should be triggered
    private final HystrixProperty<String> executionIsolationThreadPoolKeyOverride; // What thread-pool this command should run in (if running on a separate thread).
    private final HystrixProperty<Integer> executionIsolationSemaphoreMaxConcurrentRequests; // Number of permits for execution semaphore
    private final HystrixProperty<Integer> fallbackIsolationSemaphoreMaxConcurrentRequests; // Number of permits for fallback semaphore
    private final HystrixProperty<Boolean> fallbackEnabled; // Whether fallback should be attempted.
    private final HystrixProperty<Boolean> executionIsolationThreadInterruptOnTimeout; // Whether an underlying Future/Thread (when runInSeparateThread == true) should be interrupted after a timeout
    private final HystrixProperty<Boolean> executionIsolationThreadInterruptOnFutureCancel; // Whether canceling an underlying Future/Thread (when runInSeparateThread == true) should interrupt the execution thread
    private final HystrixProperty<Integer> metricsRollingStatisticalWindowInMilliseconds; // milliseconds back that will be tracked
    private final HystrixProperty<Integer> metricsRollingStatisticalWindowBuckets; // number of buckets in the statisticalWindow
    private final HystrixProperty<Boolean> metricsRollingPercentileEnabled; // Whether monitoring should be enabled (SLA and Tracers).
    private final HystrixProperty<Integer> metricsRollingPercentileWindowInMilliseconds; // number of milliseconds that will be tracked in RollingPercentile
    private final HystrixProperty<Integer> metricsRollingPercentileWindowBuckets; // number of buckets percentileWindow will be divided into
    private final HystrixProperty<Integer> metricsRollingPercentileBucketSize; // how many values will be stored in each percentileWindowBucket
    private final HystrixProperty<Integer> metricsHealthSnapshotIntervalInMilliseconds; // time between health snapshots
    private final HystrixProperty<Boolean> requestLogEnabled; // whether command request logging is enabled.
    private final HystrixProperty<Boolean> requestCacheEnabled; // Whether request caching is enabled.

    /**
     * Isolation strategy to use when executing a {@link HystrixCommand}.
     * <p>
     * <ul>
     * <li>THREAD: Execute the {@link HystrixCommand#run()} method on a separate thread and restrict concurrent executions using the thread-pool size.</li>
     * <li>SEMAPHORE: Execute the {@link HystrixCommand#run()} method on the calling thread and restrict concurrent executions using the semaphore permit count.</li>
     * </ul>
     */
    public static enum ExecutionIsolationStrategy {
        THREAD, SEMAPHORE
    }

服务降级

简单来说也就是在@HystrixCommand注解上配置fallbackMethod参数指定降级后调用的方法名即可。当接口不可用、超时、错误率高于阈值时自动调用fallbackMethod指定的方法处理请求，称为服务降级，fallbackMethod方法可以直接返回错误，或者提供带缓存的高性能的实现等，如果fallbackMethod也不可用，会发生熔断报错返回。

@RestController
@RequestMapping("hystrix")
public class HystrixController {

    @Autowired
    private HystrixService hystrixService;
    
    // 熔断降级
    @GetMapping("{num}")
    @HystrixCommand(fallbackMethod="circuitBreakerFallback", commandProperties = {
            @HystrixProperty(name=HystrixPropertiesManager.CIRCUIT_BREAKER_ENABLED, value = "true"),
            // 是否开启熔断器
            @HystrixProperty(name=HystrixPropertiesManager.CIRCUIT_BREAKER_REQUEST_VOLUME_THRESHOLD,value = "20"),      // 统计时间窗内请求次数
            @HystrixProperty(name = HystrixPropertiesManager.CIRCUIT_BREAKER_ERROR_THRESHOLD_PERCENTAGE, value = "50"),// 在统计时间窗内，失败率达到50%进入熔断状态
            @HystrixProperty(name = HystrixPropertiesManager.CIRCUIT_BREAKER_SLEEP_WINDOW_IN_MILLISECONDS, value = "5000"), // 休眠时间窗口
            @HystrixProperty(name = HystrixPropertiesManager.METRICS_ROLLING_STATS_TIME_IN_MILLISECONDS, value = "10000") // 统计时间窗
    })
    public String testCircuitBreaker(@PathVariable Integer num, @RequestParam String name) {
        if (num % 2 == 0) {
            return "请求成功";
        } else {
            throw RunTimeException("");
        }
    }

  	// fallback方法的参数个数、参数类型、返回值类型要与原方法对应，fallback方法的参数多加个Throwable
    public String circuitBreakerFallback(Integer num, String name) {
        return "请求失败，请稍后重试";
    }
    
    // 超时降级
    @GetMapping
    @HystrixCommand(fallbackMethod = "timeoutFallback", commandProperties = {
            @HystrixProperty(name = HystrixPropertiesManager.EXECUTION_TIMEOUT_ENABLED, value = "true"),
            // 是否开启超时降级
            @HystrixProperty(name = HystrixPropertiesManager.EXECUTION_ISOLATION_THREAD_TIMEOUT_IN_MILLISECONDS, value = "10000"),
            // 请求的超时时间，默认10000
            @HystrixProperty(name = HystrixPropertiesManager.EXECUTION_ISOLATION_THREAD_INTERRUPT_ON_TIMEOUT, value = "true")
            // 当请求超时时，是否中断线程，默认true
    })
    public String testTimeout(@RequestParam String name) throws InterruptedException{
        Thread.sleep(200)
        return "success";
    }

    public String timeoutFallback(String name) {
        return "请求超时，请稍后重试";
    }
    
    // 资源隔离（线程池）触发降级
    @GetMapping("isolation/threadpool")
    @HystrixCommand(fallbackMethod = "isolationFallback",
            commandProperties = {
               		@HystrixProperty(name = HystrixPropertiesManager.EXECUTION_ISOLATION_STRATEGY, value = "THREAD")
            },
            threadPoolProperties = {
                    @HystrixProperty(name = HystrixPropertiesManager.CORE_SIZE, value = "10"),
                    @HystrixProperty(name = HystrixPropertiesManager.MAX_QUEUE_SIZE, value = "-1"),
                    @HystrixProperty(name = HystrixPropertiesManager.QUEUE_SIZE_REJECTION_THRESHOLD, value = "2"),
                    @HystrixProperty(name = HystrixPropertiesManager.KEEP_ALIVE_TIME_MINUTES, value = "1"),
            }
    )
    public String testThreadPoolIsolation(@RequestParam String name) throws InterruptedException {
        Thread.sleep(200)
        return "success";
    }

    public String isolationFallback(String name) {
        return "资源隔离拒绝，请稍后重试";
    }
    
    // 信号量资源隔离
    @GetMapping("isolation/semaphore")
    @HystrixCommand(fallbackMethod = "isolationFallback",
            commandProperties = {
                    @HystrixProperty(name = HystrixPropertiesManager.EXECUTION_ISOLATION_STRATEGY, value = "SEMAPHORE"),
                    @HystrixProperty(name = HystrixPropertiesManager.EXECUTION_ISOLATION_SEMAPHORE_MAX_CONCURRENT_REQUESTS, value = "2")
            }
    )
    public String testSemaphoreIsolation(@RequestParam String name) throws InterruptedException {
        Thread.sleep(200)
        return "success";
    }

    public String isolationFallback(String name) {
        return "资源隔离拒绝，请稍后重试";
    }
  
}