美文网首页
gRPC SkyLB.md

gRPC SkyLB.md

作者: 彬臣 | 来源:发表于2020-07-27 11:45 被阅读0次

    gRPC SkyLB

    gRPC 作为一款高性能、通用的 RPC 框架,相比传统的RPC框架有着自己天然的优势:

    1. protobuf二进制消息,性能好/效率高(空间和时间效率都很不错);
    2. proto文件生成目标代码,简单易用;
    3. 序列化反序列化直接对应程序中的数据类,不需要解析后在进行映射(XML,JSON都是这种方式);
    4. 支持向前兼容(新加字段采用默认值)和向后兼容(忽略新加字段),简化升级;
    5. 支持多种语言(可以把proto文件看做IDL文件);
    6. Netty等一些框架集成;

    服务注册/发现 是RPC框架的核心组件,但是gRPC 作为企业级框架,他的开源组件官方并未直接提供服务注册与发现的功能实现。而是在设计文档(load-balancing.md)中提供了实现的思路,并在不同语言的gRPC代码API中提供了命名解析和负载均衡接口供扩展。

    关于gRPC 服务发现&负载均衡的介绍,可以参见我之前写的一篇文章 gRPC服务发现&负载均衡

    Overview

    gRPC SkyLB 采用独立LB进程(External Load Balancing Service)负载均衡方式,支持轮询、一致性哈希两种负载均衡策略,并支持服务端权重。采用etcd作为注册中心。

    项目地址:

    https://github.com/binchencoder/grpc-skylb

    Architecture of SkyLB

    architecture.png

    服务提供者起来后向注册中心(SkyLB) 注册自己的信息,ip、端口、权重等,并保持心跳。客户端监听注册中心,获取服务器列表,一旦服务器发生变化,客户端马上更新本地的服务器列表。客户端每个请求都通过负载均衡策略选择一个合适的服务器去访问。

    Usage

    1. Dependency

      Install skylb-client local repository

      chenbindeMacBook-Pro:grpc-skylb chenbin$ mvn clean install
      
      <dependency>
       <groupId>com.binchencoder.skylb</groupId>
       <artifactId>skylb-client</artifactId>
       <version>1.0-SNAPSHOT</version>
      </dependency>
      
    2. Implements gRPC API

      public class DemoGrpcImpl extends DemoGrpc.DemoImplBase {
        private final Logger LOGGER = LoggerFactory.getLogger(DemoGrpcImpl.class);
      
        private Random rand = new Random(System.currentTimeMillis());
        private int port;
        public DemoGrpcImpl(int port_) {
          this.port = port_;
        }
      
        @Override
        public void greeting(GreetingProtos.GreetingRequest request,
            StreamObserver<GreetingProtos.GreetingResponse> responseObserver) {
          LOGGER.info("Got req: {}", request);
      
          // 随机耗时350~550毫秒.
          int elapse = 350 + rand.nextInt(200);
          try {
            TimeUnit.MILLISECONDS.sleep(elapse);
          } catch (InterruptedException ie) {
            LOGGER.warn("sleep interrupted");
          }
      
          GreetingResponse reply = GreetingResponse.newBuilder().setGreeting(
              "Hello " + request.getName() + ", from :" + port + ", elapse " + elapse + "ms").build();
          responseObserver.onNext(reply);
          responseObserver.onCompleted();
        }
      
        @Override
        public void greetingForEver(GreetingProtos.GreetingRequest request,
            StreamObserver<GreetingProtos.GreetingResponse> responseObserver) {
          super.greetingForEver(request, responseObserver);
        }
      }
      
    3. Register gRPC Server to SkyLB Server

      Server server = ServerTemplate.create(
               {port} 9090, 
               {bindableService} new DemoGrpcImpl(), 
               {serviceName} "shared-test-client-service")
        .build()
        .start();
      
      SkyLBServiceReporter reporter = ServerTemplate.reportLoad(
               {skylbUri} "skylb://127.0.0.1:1900/",
               {serviceName} ServiceNameUtil.toString(ServiceId.CUSTOM_EASE_GATEWAY_TEST),
               {portName} "grpc",
               {port} 9090);
      
    4. Call gRPC Server

      Create gRPC Stub

      ManagedChannel channel = ClientTemplate.createChannel(
               {skylbAddr} "skylb://127.0.0.1:1900/",
               {calleeServiceName} ServiceNameUtil.toString(ServiceId.CUSTOM_EASE_GATEWAY_TEST),
               {calleePortName} "grpc", 
               {calleeNamespace} null,                                   
               {callerServiceName} ServiceNameUtil.toString(ServiceId.SERVICE_NONE)).getOriginChannel();
      
      DemoGrpc.DemoBlockingStub blockingStub = DemoGrpc.newBlockingStub(channel);
      
      GreetingRequest request = GreetingRequest.newBuilder()
        .setName("GC " + Calendar.getInstance().get(Calendar.SECOND))
        .build();
      GreetingResponse response = blockingStub
        .withDeadlineAfter(2000, TimeUnit.MILLISECONDS)
        .greeting(request);
      

    Run Demo

    1. Build SkyLB Server

      chenbindeMacBook-Pro:grpc-skylb chenbin$ cd skylb-server
      chenbindeMacBook-Pro:skylb-server chenbin$ mvn clean package
      

      最终skylb.jar 打包到 skylb-server/target 目录下

    2. Start SkyLB Server

      Start ETCD3

      yum install etcd -y
      
      systemctl enable etcd && systemctl start etcd
      

      NOTE

      部署ETCD遇到问题可参考 https://www.cnblogs.com/shawhe/p/10640820.html

      chenbindeMacBook-Pro:skylb-server chenbin$ cd target/skylblib
      
      chenbindeMacBook-Pro:skylblib chenbin$ java -jar skylb.jar -h
       Usage: java -jar skylb.jar [options] [command] [command options]
        Options:
          --auto-disconn-timeout, -auto-disconn-timeout
            The timeout to automatically disconnect the resolve RPC. e.g. 10s(10 
            Seconds), 10m(10 Minutes)
            Default: PT5M
        Commands:
          etcd      Help for etcd options
            Usage: etcd [options]
              Options:
                --etcd-endpoints, -etcd-endpoints
                  The comma separated ETCD endpoints. e.g., 
                  http://etcd1:2379,http://etcd2:2379 
                  Default: [http://127.0.0.1:2379]
                --etcd-key-ttl, -etcd-key-ttl
                  The etcd key time-to-live. e.g. 10s(10 Seconds), 10m(10 Minutes)
                  Default: PT10S
      
      chenbindeMacBook-Pro:skylblib chenbin$ java -jar skylb.jar -etcd-endpoints=http://127.0.0.1:2379
      
    3. Start gRPC Server

      https://github.com/binchencoder/grpc-skylb/blob/master/examples/demo/src/main/java/com/binchencoder/skylb/demo/grpc/server/GreetingServer.java

      Run com/binchencoder/skylb/demo/grpc/server/GreetingServer#main

    4. Start gRPC Client

      https://github.com/binchencoder/grpc-skylb/blob/master/examples/demo/src/main/java/com/binchencoder/skylb/demo/grpc/client/GreetingClient.java

      Run com/binchencoder/skylb/demo/grpc/client/GreetingClient#main

    More Examples

    grpc-skylb/examples/echo

    该示例采用SpringBoot脚手架,在spring-boot-grpc-common.jar中封装好了注册服务的逻辑,启动方式比较简单

    @GrpcService(applyGlobalInterceptors = true) // Default use Global Interceptor
    public class EchoGrpcService extends EchoServiceGrpc.EchoServiceImplBase {
    }
    
    1. 使用@GrpcService 注解方式标示gRPC Service

    2. 在 spring-boot-grpc-common.jar 中默认配置两个Global Interceptor(ExceptionInterceptor, AuthenticationInterceptor)

    3. 使用者可通过注解不使用Global Interceptor,实现自己的Interceptor

      @GrpcService(applyGlobalInterceptors = false, interceptors = ExceptionInterceptor.class)
      

    Features

    • @GrpcService Annotation
    • 支持配置全局拦截器
    • 将来计划支持skylb-client Golang版本

    References

    本人现在正在找工作,有合适的伯乐可随时骚扰

    相关文章

      网友评论

          本文标题:gRPC SkyLB.md

          本文链接:https://www.haomeiwen.com/subject/kdczlktx.html