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class="rst-content"><div role="navigation" aria-label="breadcrumbs navigation"> <ul class="wy-breadcrumbs"> <li><a href="../index.html" class="icon icon-home" alt="Docs"></a> &raquo;</li> <li>隔离熔断容错</li> <li class="wy-breadcrumbs-aside"> </li> </ul> <hr/> </div> <div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article"> <div class="section" itemprop="articleBody"> <h1 id="_1">隔离熔断容错</h1> <p>bizkeeper 模块集成了 <a href="https://github.com/Netflix/Hystrix/wiki/Configuration">Hystrix</a> , 提供隔离、熔断和容错等服务故障保护能力。 Java Chassis 对 Hystrix 进行了封装, 只需要进行简单的配置即可启用这些功能。 </p> <p>在项目中引入如下 Handler 模块, </p> <pre><code class="language-xml"> &lt;dependency&gt; &lt;groupId&gt;org.apache.servicecomb&lt;/groupId&gt; &lt;artifactId&gt;handler-bizkeeper&lt;/artifactId&gt; &lt;/dependency&gt; </code></pre> <p>并且增加 Handler 配置:</p> <pre><code class="language-yaml">servicecomb: handler: chain: Consumer: default: bizkeeper-consumer Provider: default: bizkeeper-provider </code></pre> <p><strong> 注意事项: </strong></p> <p>在实际微服务运维实践中,发现 Hystrix 存在如下一些问题, 开发者可以结合实际业务情况,谨慎的使用这个模块。 Java Chassis 的 <a href="loadbalance.html">负载均衡</a> 也提供了实例隔离和错误重试能力, 加上内置的<a href="../build-provider/thread-pool.html">线程池隔离</a>, 能够 实现大部分 Hystrix 核心治理能力。 </p> <ul> <li>调用栈很深,在某些异常情况下,可能屏蔽底层异常,导致问题原因分析困难。</li> <li>超时机制、重试机制和线程池隔离机制和 Java Chassis 的一些内部机制的协作存在一些不友好的情况,需要特别注意合理的开启超时和重试。 默认情况下是禁用的。Java Chassis 只能使用信号量隔离机制。</li> <li>Hystrix 的引入对性能影响很大, 会有 20% 以上的框架性能损失。 </li> <li>Hystrix 项目目前已经停止维护。 </li> </ul> <h2 id="_2">概念阐述</h2> <p>服务故障保护指服务请求异常时,微服务所采用的异常处理策略, 根据处理机制和效果把它分解为三个技术概念:“隔离”、“熔断”、“容错”:</p> <ul> <li>“隔离”是一种异常检测机制,常用的检测方法是请求超时、流量过大等。一般的设置参数包括超时时间、同时并发请求个数等。</li> <li>“熔断”是一种异常反应机制,“熔断”依赖于“隔离”。熔断通常基于错误率来实现。一般的设置参数包括统计请求的个数、错误率等。</li> <li>“容错”是一种异常处理机制,“容错”依赖于“熔断”。熔断以后,会调用“容错”的方法。一般的设置参数包括调用容错方法的次数等。</li> </ul> <p>当前 ServiceComb 提供两种容错方式,分别为返回 null 值和抛出异常。</p> <p><strong><em> 注意 : </em></strong> 在不同的上下文,“隔离”、“熔断”、“容错”、“降级” 等概念可能存在不一样的含义,发现这里的定义和其他地方存在不一样的 的时候不用感到意外, 但是不用担心, 当服务出现故障的时候, 需要一定的措施进行应对, 对于措施和应对方式的理解胜于对于名词的理解。</p> <h2 id="_3">配置说明</h2> <p>配置项支持对所有接口生效,或者对某个微服务的某个具体方法生效。</p> <ul> <li>配置项生效范围<ul> <li>按照类型(type):配置项能够针对Provider, Consumer进行配置</li> <li>按照范围(scope):配置项能够针对服务进行配置, 也可以针对接口进行配置</li> </ul> </li> </ul> <p>本章节如果没有特殊说明,所有的配置项都支持按照下面的格式进行配置:</p> <pre><code>servicecomb.[namespace].[type].[scope].[property name] </code></pre> <p>type 指 Provider 或者 Consumser。 scope 指配置项生效范围, 针对特定的微服务的配置,需要增加 MicroServiceName, 针对接口配置的,需要指定接口名称,接口名 称由 <code>schemaId</code> 和 <code>operationId</code> 组成。</p> <p>下面是一些配置示例:</p> <pre><code>servicecomb.isolation.Consumer.timeout.enabled # 全局配置 servicecomb.isolation.Consumer.DemoService.timeout.enabled # 服务配置 servicecomb.isolation.Consumer.DemoService.hello.sayHello.timeout.enabled # 接口配置 servicecomb.isolation.Provider.timeout.enabled # 全局配置 servicecomb.isolation.Provider.DemoService.timeout.enabled # 服务配置 servicecomb.isolation.Provider.DemoService.hello.sayHello.timeout.enabled # 接口配置 </code></pre> <ul> <li>配置项列表</li> </ul> <table> <thead> <tr> <th align="left">配置项</th> <th align="left">默认值</th> <th align="left">取值范围</th> <th align="left">是否必选</th> <th align="left">含义</th> <th align="left">注意</th> </tr> </thead> <tbody> <tr> <td align="left">servicecomb.isolation.[type].[scope].timeout.enabled</td> <td align="left">FALSE</td> <td align="left">-</td> <td align="left">否</td> <td align="left">是否启用超时检测</td> <td align="left"></td> </tr> <tr> <td align="left">servicecomb.isolation.[type].[scope].timeoutInMilliseconds</td> <td align="left">30000</td> <td align="left">-</td> <td align="left">否</td> <td align="left">超时时间阈值</td> <td align="left"></td> </tr> <tr> <td align="left">servicecomb.isolation.[type].[scope].maxConcurrentRequests</td> <td align="left">1000</td> <td align="left">-</td> <td align="left">否</td> <td align="left">最大并发数阈值</td> <td align="left"></td> </tr> <tr> <td align="left">servicecomb.circuitBreaker.[type].[scope].enabled</td> <td align="left">TRUE</td> <td align="left">-</td> <td align="left">否</td> <td align="left">是否启用熔断措施</td> <td align="left"></td> </tr> <tr> <td align="left">servicecomb.circuitBreaker.[type].[scope].forceOpen</td> <td align="left">FALSE</td> <td align="left">-</td> <td align="left">否</td> <td align="left">不管失败次数,都进行熔断</td> <td align="left"></td> </tr> <tr> <td align="left">servicecomb.circuitBreaker.[type].[scope].forceClosed</td> <td align="left">FALSE</td> <td align="left">-</td> <td align="left">否</td> <td align="left">任何时候都不熔断</td> <td align="left">当与forceOpen同时配置时,forceOpen优先。</td> </tr> <tr> <td align="left">servicecomb.circuitBreaker.[type].[scope].sleepWindowInMilliseconds</td> <td align="left">15000</td> <td align="left">-</td> <td align="left">否</td> <td align="left">熔断后,多长时间恢复</td> <td align="left">恢复后,会重新计算失败情况。注意:如果恢复后的调用立即失败,那么会立即重新进入熔断。</td> </tr> <tr> <td align="left">servicecomb.circuitBreaker.[type].[scope].requestVolumeThreshold</td> <td align="left">20</td> <td align="left">-</td> <td align="left">否</td> <td align="left">10s内请求数需要大于等于这个参数值,才开始计算错误率和判断是否进行熔断。</td> <td align="left"></td> </tr> <tr> <td align="left">servicecomb.circuitBreaker.[type].[scope].errorThresholdPercentage</td> <td align="left">50</td> <td align="left">-</td> <td align="left">否</td> <td align="left">错误率阈值,达到阈值则触发熔断</td> <td align="left">由于10秒还会被划分为10个1秒的统计周期,经过1s中后才会开始计算错误率,因此从调用开始至少经过1s,才会发生熔断。</td> </tr> <tr> <td align="left">servicecomb.fallback.[type].[scope].maxConcurrentRequests</td> <td align="left">10</td> <td align="left">-</td> <td align="left">否</td> <td align="left">并发调用容错处理措施(servicecomb.fallbackpolicy.policy)的请求数,超过这个值则不再调用处理措施,直接返回异常</td> <td align="left"></td> </tr> <tr> <td align="left">servicecomb.fallbackpolicy.[type].[scope].policy</td> <td align="left">throwException</td> <td align="left">returnNull | throwexception</td> <td align="left">否</td> <td align="left">出错后的处理策略</td> <td align="left"></td> </tr> </tbody> </table> <p><strong>注意</strong>:谨慎使用 <code>servicecomb.isolation.timeout.enabled=true</code> 。因为系统处理链都是异步执行,中间处理链的返回,会导致 后面处理链的逻辑处理效果丢失。尽可能将 <code>servicecomb.isolation.timeout.enabled</code> 保持默认值false,并且正确设置网络层超时时 间 <code>servicecomb.request.timeout=30000</code> 。 配置范围不支持 Schema 级别的配置。</p> <ul> <li>示例代码</li> </ul> <pre><code class="language-yaml">servicecomb: handler: chain: Consumer: default: bizkeeper-consumer isolation: Consumer: timeout: enabled: true timeoutInMilliseconds: 30000 circuitBreaker: Consumer: enabled: true sleepWindowInMilliseconds: 15000 requestVolumeThreshold: 20 fallback: Consumer: enabled: true fallbackpolicy: Consumer: policy: throwException </code></pre> <blockquote> <p><strong>说明:</strong><br /> 降级策略需要启用服务治理能力,对应的服务提供者的handler是<code>bizkeeper-provider</code>,服务消费者的handler是<code>bizkeeper-consumer</code>。</p> </blockquote> </div> </div><footer> <hr/> <div role="contentinfo"> <!-- Copyright etc --> </div> Built with <a href="https://www.mkdocs.org/">MkDocs</a> using a <a 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