consul集群搭建
Consul是HashiCorp公司推出的使用go語言開發的開源工具,用於實現分布式系統的服務發現與配置,內置了服務注冊與發現框架、分布一致性協議實現、健康檢查、Key/Value存儲、多數據中心方案,使用起來較為簡單。使用docker命令創建注冊中心比較麻煩,並且不好維護,這里使用docker-compose來實現。registrator保證了,如果服務已停止,則從注冊中心中移除。docker-compose.yaml如下
version: "3.0" services: # consul server,對外暴露的ui接口為8500,只有在2台consul服務器的情況下集群才起作用 consulserver: image: progrium/consul:latest hostname: consulserver ports: - "8300" - "8400" - "8500:8500" - "53" command: -server -ui-dir /ui -data-dir /tmp/consul --bootstrap-expect=3 # consul server1在consul server服務起來后,加入集群中 consulserver1: image: progrium/consul:latest hostname: consulserver1 depends_on: - "consulserver" ports: - "8300" - "8400" - "8500" - "53" command: -server -data-dir /tmp/consul -join consulserver # consul server2在consul server服務起來后,加入集群中 consulserver2: image: progrium/consul:latest hostname: consulserver2 depends_on: - "consulserver" ports: - "8300" - "8400" - "8500" - "53" command: -server -data-dir /tmp/consul -join consulserver registrator: image: gliderlabs/registrator:master hostname: registrator depends_on: - "consulserver" volumes: - "/var/run/docker.sock:/tmp/docker.sock" command: -internal consul://consulserver:8500
然后運行docker-compose up -d
ASP.NET
注冊服務
創建一個ServiceA(asp.net core 2.2) 項目,需要安裝Consul,Consul包中提供了一個IConsulClient
類,我們可以通過它來調用Consul進行服務的注冊,以及發現等。我們需要在服務啟動的時候,將自身的地址等信息注冊到Consul中,並在服務關閉的時候從Consul撤銷。這種行為就非常適合使用 IHostedService 來實現。這里要注意的是,我們需要保證_serviceId
對於同一個實例的唯一,避免重復性的注冊。關閉時撤銷服務:ConsulHostedService.cs
namespace ServiceA { using Consul; using Microsoft.AspNetCore.Hosting.Server; using Microsoft.AspNetCore.Hosting.Server.Features; using Microsoft.Extensions.Hosting; using Microsoft.Extensions.Logging; using System; using System.Linq; using System.Net; using System.Threading; using System.Threading.Tasks; public class ConsulHostedService : IHostedService { private readonly IConsulClient _consulClient; private readonly ILogger _logger; private readonly IServer _server; public ConsulHostedService(IConsulClient consulClient, ILogger<ConsulHostedService> logger, IServer server) { _consulClient = consulClient; _logger = logger; _server = server; } private CancellationTokenSource _cts; private string _serviceId; public async Task StartAsync(CancellationToken cancellationToken) { // Create a linked token so we can trigger cancellation outside of this token's cancellation _cts = CancellationTokenSource.CreateLinkedTokenSource(cancellationToken); var features = _server.Features; var address = features.Get<IServerAddressesFeature>().Addresses.First(); var uri = new Uri(address); _serviceId = "Service-v1-" + Dns.GetHostName() + "-" + uri.Authority; var registration = new AgentServiceRegistration() { ID = _serviceId, Name = "Service", Address = uri.Host, Port = uri.Port, Tags = new[] { "api" }, Check = new AgentServiceCheck() { // HTTP = $"{uri.Scheme}://{uri.Host}:{uri.Port}/api/Health/Status", HTTP = $"{uri.Scheme}://{uri.Host}:{uri.Port}/healthz", Timeout = TimeSpan.FromSeconds(2), Interval = TimeSpan.FromSeconds(10) } }; _logger.LogInformation("Registering in Consul"); // 首先移除服務,避免重復注冊 await _consulClient.Agent.ServiceDeregister(registration.ID, _cts.Token); await _consulClient.Agent.ServiceRegister(registration, _cts.Token); } public async Task StopAsync(CancellationToken cancellationToken) { _cts.Cancel(); _logger.LogInformation("Deregistering from Consul"); try { await _consulClient.Agent.ServiceDeregister(_serviceId, cancellationToken); } catch (Exception ex) { _logger.LogError(ex, $"Deregisteration failed"); } } } }
在Startup
的ConfigureServices
方法中來配置IConsulClient
到ASP.NET Core的依賴注入系統中,healthz
地址,我使用了ASP.NET Core 2.2中自帶的健康檢查,它需要在Startup
中添加如下配置
namespace ServiceA { using System; using Consul; using Microsoft.AspNetCore.Builder; using Microsoft.AspNetCore.Mvc; using Microsoft.Extensions.Configuration; using Microsoft.Extensions.DependencyInjection; using Microsoft.Extensions.Hosting; public class Startup { public Startup(IConfiguration configuration) { Configuration = configuration; } public IConfiguration Configuration { get; } public void ConfigureServices(IServiceCollection services) { //配置IConsulClient到ASP.NET Core的依賴注入系統中 string consulAddress = "http://192.168.100.5:8500"; services.AddSingleton<IConsulClient, ConsulClient>(p => new ConsulClient(consulConfig => { consulConfig.Address = new Uri(consulAddress); })); services.AddSingleton<IHostedService, ConsulHostedService>(); services.AddHealthChecks();//自帶的健康檢查 services.AddMvc().SetCompatibilityVersion(CompatibilityVersion.Version_2_2); } public void Configure(IApplicationBuilder app, IHostingEnvironment env) { if (env.IsDevelopment()) { app.UseDeveloperExceptionPage(); } app.UseHealthChecks("/healthz"); app.UseMvc(); } } }
當然也可以自己寫一個HealthController:
using Microsoft.AspNetCore.Mvc; namespace ServiceA.Controllers { [Route("api/[controller]")] [Produces("application/json")] [ApiController] public class HealthController : Controller { [HttpGet("status")] public IActionResult Status() => Ok(); } }
using Microsoft.AspNetCore.Mvc; namespace ServiceA.Controllers { [Route("api/[controller]")] [ApiController] public class ValuesController : ControllerBase { // GET api/values [HttpGet] public ActionResult<string> Get() { return "value1AAA"; } } }
可以在Program.cs指定端口:
namespace ServiceA { using Microsoft.AspNetCore; using Microsoft.AspNetCore.Hosting; public class Program { public static void Main(string[] args) { CreateWebHostBuilder(args).Build().Run(); } public static IWebHostBuilder CreateWebHostBuilder(string[] args) => WebHost.CreateDefaultBuilder(args).UseUrls("http://192.168.100.2:6002") .UseStartup<Startup>(); } }
這里簡要說明一下我的環境, 代碼在win10物理機上,consul集群是win10虛擬機上ubuntu18的docker 環境,所以指定ip便於docker里面訪問,還有就是win10的防火牆要關閉。
把新建ServiceB和ServiceA一樣 只是修改一個端口然后用 dotnet run 運行如下:
把ServiceB關閉后
發現服務
現在來看看服務消費者如何從Consul來獲取可用的服務列表。
我們創建一個ConsoleApp,做為服務的調用端,添加Consul
Nuget包,然后,我們創建一個ConsulClient
實例,直接調用consuleClient.Health.Service
就可以獲取到可用的服務列表了,然后使用HttpClient就可以發起對服務的調用。
但我們需要思考一個問題,我們什么時候從Consul獲取服務呢?最為簡單的便是在每次調用服務時,都先從Consul來獲取一下服務列表,這樣做的好處是我們得到的服務列表是最新的,能及時獲取到新注冊的服務以及過濾掉掛掉的服務。但是這樣每次請求都增加了一次對Consul的調用,對性能有稍微的損耗,不過我們可以在每個調用端的機器上都部署一個Consul Agent,這樣對性能的影響就微乎其微了。另外一種方式,可以在調用端做服務列表的本地緩存,並定時與Consul同步。其實現也非常簡單,通過一個Timer來定時從Consul拉取最新的服務列表,創建一個ConsulServiceProvider.cs
類,實現如下:
namespace ConsoleApp { using System; using System.Collections.Generic; using System.Threading; using System.Threading.Tasks; using Consul; public interface IServiceDiscoveryProvider { Task<List<string>> GetServicesAsync(); } public class ConsulServiceProvider : IServiceDiscoveryProvider { private string consulAddres; public ConsulServiceProvider(string url) { consulAddres = url; } public async Task<List<string>> GetServicesAsync() { var consuleClient = new ConsulClient(consulConfig => { consulConfig.Address = new Uri(consulAddres); }); var queryResult = await consuleClient.Health.Service("Service", string.Empty, true); while (queryResult.Response.Length == 0) { Console.WriteLine("No services found, wait 1s...."); await Task.Delay(1000); queryResult = await consuleClient.Health.Service("Service", string.Empty, true); } var result = new List<string>(); foreach (var serviceEntry in queryResult.Response) { result.Add(serviceEntry.Service.Address + ":" + serviceEntry.Service.Port); } return result; } } public class PollingConsulServiceProvider : IServiceDiscoveryProvider { private List<string> _services = new List<string>(); private bool _polling; private string consulAddres; public PollingConsulServiceProvider(string url) { consulAddres = url; var _timer = new Timer(async _ => { if (_polling) { return; } _polling = true; await Poll(); _polling = false; }, null, 0, 1000); } public async Task<List<string>> GetServicesAsync() { if (_services.Count == 0) await Poll(); return _services; } private async Task Poll() { _services = await new ConsulServiceProvider(consulAddres).GetServicesAsync(); } } }
負載均衡
如何將不同的用戶的流量分發到不同的服務器上面呢,早期的方法是使用DNS做負載,通過給客戶端解析不同的IP地址,讓客戶端的流量直接到達各個服務器。但是這種方法有一個很大的缺點就是延時性問題,在做出調度策略改變以后,由於DNS各級節點的緩存並不會及時的在客戶端生效,而且DNS負載的調度策略比較簡單,無法滿足業務需求,因此就出現了負載均衡器。
常見的負載均衡算法有如下幾種:
-
隨機算法:每次從服務列表中隨機選取一個服務器。
-
輪詢及加權輪詢:按順序依次調用服務列表中的服務器,也可以指定一個加權值,來增加某個服務器的調用次數。
-
最小連接:記錄每個服務器的連接數,每次選取連接數最少的服務器。
-
哈希算法:分為普通哈希與一致性哈希等。
-
IP地址散列:通過調用端Ip地址的散列,將來自同一調用端的分組統一轉發到相同服務器的算法。
-
URL散列:通過管理調用端請求URL信息的散列,將發送至相同URL的請求轉發至同一服務器的算法。
本文中簡單模擬前兩種來介紹一下。
隨機均衡是最為簡單粗暴的方式,我們只需根據服務器數量生成一個隨機數即可
最簡單的輪詢實現 使用lock控制並發,每次請求,移動一下服務索引。
RandomLoadBalancer.cs
namespace ConsoleApp { using System; using System.Threading.Tasks; public interface ILoadBalancer { Task<string> GetServiceAsync(); } public class RandomLoadBalancer : ILoadBalancer { private readonly IServiceDiscoveryProvider _sdProvider; public RandomLoadBalancer(IServiceDiscoveryProvider sdProvider) { _sdProvider = sdProvider; } private Random _random = new Random(); public async Task<string> GetServiceAsync() { var services = await _sdProvider.GetServicesAsync(); return services[_random.Next(services.Count)]; } } public class RoundRobinLoadBalancer : ILoadBalancer { private readonly IServiceDiscoveryProvider _sdProvider; public RoundRobinLoadBalancer(IServiceDiscoveryProvider sdProvider) { _sdProvider = sdProvider; } private readonly object _lock = new object(); private int _index = 0; public async Task<string> GetServiceAsync() { var services = await _sdProvider.GetServicesAsync(); lock (_lock) { if (_index >= services.Count) { _index = 0; } return services[_index++]; } } } }
便可以直接使用HttpClient來完成服務的調用了
namespace ConsoleApp { using System; using System.Net.Http; using System.Threading.Tasks; class Program { static void Main(string[] args) { TestConsul().ConfigureAwait(false); Console.ReadKey(); } static async Task TestConsul() { string url = "http://192.168.100.5:8500"; ILoadBalancer balancer = new RoundRobinLoadBalancer(new PollingConsulServiceProvider(url)); var client = new HttpClient(); Console.WriteLine("Request by RoundRobinLoadBalancer...."); for (int i = 0; i < 10; i++) { var service = await balancer.GetServiceAsync(); Console.WriteLine(DateTime.Now.ToString() + "-RoundRobin:" + await client.GetStringAsync("http://" + service + "/api/values") + " --> " + "Request from " + service); } Console.WriteLine("Request by RandomLoadBalancer...."); balancer = new RandomLoadBalancer(new PollingConsulServiceProvider(url)); for (int i = 0; i < 10; i++) { var service = await balancer.GetServiceAsync(); Console.WriteLine(DateTime.Now.ToString() + "-Random:" + await client.GetStringAsync("http://" + service + "/api/values") + " --> " + "Request from " + service); } } } }
參考: