---

0. 引言

欢迎关注本专栏，本专栏主要从 K8s 源码出发，深入理解 K8s 一些组件底层的代码逻辑，同时借助 debug Minikube 来进一步了解 K8s 底层的代码运行逻辑细节，帮助我们更好的了解不为人知的运行机制，让自己学会如何调试源码，玩转 K8s。

本专栏适合于运维、开发以及希望精进 K8s 细节的同学。同时本人水平有限，尽量将本人理解的内容最大程度的展现给大家～

前情提要：
《K8s 源码剖析及debug实战（一）：Minikube 安装及源码准备》
《K8s 源码剖析及debug实战（二）：debug K8s 源码》
本文主要介绍 K8s 的 Kube-Scheduler 源码的启动流程，看看 Kube-Scheduler 是怎么启动的。文中采用的 K8s 版本是 v1.16。

1. 程序入口

程序入口在 K8s cmd/kube-scheduler/scheduler.go 文件下：

func main() {
	rand.Seed(time.Now().UnixNano())
	// 关键逻辑，启动一个 scheduler 命令
	command := app.NewSchedulerCommand()
    
    pflag.CommandLine.SetNormalizeFunc(cliflag.WordSepNormalizeFunc)
	logs.InitLogs()
	defer logs.FlushLogs()
	if err := command.Execute(); err != nil {
		os.Exit(1)
	}
}

以命令行方式启动程序。

2. NewSchedulerCommand

NewSchedulerCommand 在 cmd/kube-scheduler/app/server.go 中，定义命令行的一些参数，看下整体代码，其中核心代码就一句：

func NewSchedulerCommand(registryOptions ...Option) *cobra.Command {
	opts, err := options.NewOptions()
	if err != nil {
		klog.Fatalf("unable to initialize command options: %v", err)
	}

	cmd := &cobra.Command{
		Use: "kube-scheduler",
		Long: `The Kubernetes scheduler is a policy-rich, topology-aware,
workload-specific function that significantly impacts availability, performance,
and capacity. The scheduler needs to take into account individual and collective
resource requirements, quality of service requirements, hardware/software/policy
constraints, affinity and anti-affinity specifications, data locality, inter-workload
interference, deadlines, and so on. Workload-specific requirements will be exposed
through the API as necessary.`,
		Run: func(cmd *cobra.Command, args []string) {
			if err := runCommand(cmd, args, opts, registryOptions...); err != nil {
				fmt.Fprintf(os.Stderr, "%v\n", err)
				os.Exit(1)
			}
		},
	}
	fs := cmd.Flags()
	namedFlagSets := opts.Flags()
	verflag.AddFlags(namedFlagSets.FlagSet("global"))
	globalflag.AddGlobalFlags(namedFlagSets.FlagSet("global"), cmd.Name())
	for _, f := range namedFlagSets.FlagSets {
		fs.AddFlagSet(f)
	}

	usageFmt := "Usage:\n  %s\n"
	cols, _, _ := term.TerminalSize(cmd.OutOrStdout())
	cmd.SetUsageFunc(func(cmd *cobra.Command) error {
		fmt.Fprintf(cmd.OutOrStderr(), usageFmt, cmd.UseLine())
		cliflag.PrintSections(cmd.OutOrStderr(), namedFlagSets, cols)
		return nil
	})
	cmd.SetHelpFunc(func(cmd *cobra.Command, args []string) {
		fmt.Fprintf(cmd.OutOrStdout(), "%s\n\n"+usageFmt, cmd.Long, cmd.UseLine())
		cliflag.PrintSections(cmd.OutOrStdout(), namedFlagSets, cols)
	})
	cmd.MarkFlagFilename("config", "yaml", "yml", "json")

	return cmd
}

核心的代码就这一句：

	cmd := &cobra.Command{
		Run: func(cmd *cobra.Command, args []string) {
			if err := runCommand(cmd, args, opts, registryOptions...); err != nil {
				fmt.Fprintf(os.Stderr, "%v\n", err)
				os.Exit(1)
			}
		},
	}

就是这个 runCommand，别看就这一句，里面别有洞天，里面的代码就是调度器的核心逻辑。

3. runCommand

runCommand 同样在 cmd/kube-scheduler/app/server.go 中，其中关键的代码就两句。

func runCommand(cmd *cobra.Command, args []string, opts *options.Options, registryOptions ...Option) error {
	...
	// 还记得启动参数有一个scheduler.conf吗，这里就根据传入的配置文件创建：包含连接apiserver的client、pod Informer等
	// 如果不知道什么是 Informer，可以先 hold，本质上就是一个缓存，缓存环境里的对象，降低对apiserver的访问
	c, err := opts.Config()

	...
	// 这里就是启动scheduler的代码了！
	return Run(cc, stopCh, registryOptions...)
}

4. Run

Run 同样在 cmd/kube-scheduler/app/server.go 中，这里代码点开看的话会觉得很复杂，可以给大家先看下：

func Run(cc schedulerserverconfig.CompletedConfig, stopCh <-chan struct{}, registryOptions ...Option) error {
	// To help debugging, immediately log version
	klog.V(1).Infof("Starting Kubernetes Scheduler version %+v", version.Get())

	registry := framework.NewRegistry()
	for _, option := range registryOptions {
		if err := option(registry); err != nil {
			return err
		}
	}

	// Prepare event clients.
	if _, err := cc.Client.Discovery().ServerResourcesForGroupVersion(eventsv1beta1.SchemeGroupVersion.String()); err == nil {
		cc.Broadcaster = events.NewBroadcaster(&events.EventSinkImpl{Interface: cc.EventClient.Events("")})
		cc.Recorder = cc.Broadcaster.NewRecorder(scheme.Scheme, cc.ComponentConfig.SchedulerName)
	} else {
		recorder := cc.CoreBroadcaster.NewRecorder(scheme.Scheme, v1.EventSource{Component: cc.ComponentConfig.SchedulerName})
		cc.Recorder = record.NewEventRecorderAdapter(recorder)
	}

	// Create the scheduler.
	sched, err := scheduler.New(cc.Client,
		cc.InformerFactory.Core().V1().Nodes(),
		cc.PodInformer,
		cc.InformerFactory.Core().V1().PersistentVolumes(),
		cc.InformerFactory.Core().V1().PersistentVolumeClaims(),
		cc.InformerFactory.Core().V1().ReplicationControllers(),
		cc.InformerFactory.Apps().V1().ReplicaSets(),
		cc.InformerFactory.Apps().V1().StatefulSets(),
		cc.InformerFactory.Core().V1().Services(),
		cc.InformerFactory.Policy().V1beta1().PodDisruptionBudgets(),
		cc.InformerFactory.Storage().V1().StorageClasses(),
		cc.InformerFactory.Storage().V1beta1().CSINodes(),
		cc.Recorder,
		cc.ComponentConfig.AlgorithmSource,
		stopCh,
		registry,
		cc.ComponentConfig.Plugins,
		cc.ComponentConfig.PluginConfig,
		scheduler.WithName(cc.ComponentConfig.SchedulerName),
		scheduler.WithHardPodAffinitySymmetricWeight(cc.ComponentConfig.HardPodAffinitySymmetricWeight),
		scheduler.WithPreemptionDisabled(cc.ComponentConfig.DisablePreemption),
		scheduler.WithPercentageOfNodesToScore(cc.ComponentConfig.PercentageOfNodesToScore),
		scheduler.WithBindTimeoutSeconds(*cc.ComponentConfig.BindTimeoutSeconds))
	if err != nil {
		return err
	}

	// Prepare the event broadcaster.
	if cc.Broadcaster != nil && cc.EventClient != nil {
		cc.Broadcaster.StartRecordingToSink(stopCh)
	}
	if cc.CoreBroadcaster != nil && cc.CoreEventClient != nil {
		cc.CoreBroadcaster.StartRecordingToSink(&corev1.EventSinkImpl{Interface: cc.CoreEventClient.Events("")})
	}
	// Setup healthz checks.
	var checks []healthz.HealthChecker
	if cc.ComponentConfig.LeaderElection.LeaderElect {
		checks = append(checks, cc.LeaderElection.WatchDog)
	}

	// Start up the healthz server.
	if cc.InsecureServing != nil {
		separateMetrics := cc.InsecureMetricsServing != nil
		handler := buildHandlerChain(newHealthzHandler(&cc.ComponentConfig, separateMetrics, checks...), nil, nil)
		if err := cc.InsecureServing.Serve(handler, 0, stopCh); err != nil {
			return fmt.Errorf("failed to start healthz server: %v", err)
		}
	}
	if cc.InsecureMetricsServing != nil {
		handler := buildHandlerChain(newMetricsHandler(&cc.ComponentConfig), nil, nil)
		if err := cc.InsecureMetricsServing.Serve(handler, 0, stopCh); err != nil {
			return fmt.Errorf("failed to start metrics server: %v", err)
		}
	}
	if cc.SecureServing != nil {
		handler := buildHandlerChain(newHealthzHandler(&cc.ComponentConfig, false, checks...), cc.Authentication.Authenticator, cc.Authorization.Authorizer)
		// TODO: handle stoppedCh returned by c.SecureServing.Serve
		if _, err := cc.SecureServing.Serve(handler, 0, stopCh); err != nil {
			// fail early for secure handlers, removing the old error loop from above
			return fmt.Errorf("failed to start secure server: %v", err)
		}
	}

	// Start all informers.
	go cc.PodInformer.Informer().Run(stopCh)
	cc.InformerFactory.Start(stopCh)

	// Wait for all caches to sync before scheduling.
	cc.InformerFactory.WaitForCacheSync(stopCh)

	// Prepare a reusable runCommand function.
	run := func(ctx context.Context) {
		sched.Run()
		<-ctx.Done()
	}

	ctx, cancel := context.WithCancel(context.TODO()) // TODO once Run() accepts a context, it should be used here
	defer cancel()

	go func() {
		select {
		case <-stopCh:
			cancel()
		case <-ctx.Done():
		}
	}()

	// If leader election is enabled, runCommand via LeaderElector until done and exit.
	if cc.LeaderElection != nil {
		cc.LeaderElection.Callbacks = leaderelection.LeaderCallbacks{
			OnStartedLeading: run,
			OnStoppedLeading: func() {
				klog.Fatalf("leaderelection lost")
			},
		}
		leaderElector, err := leaderelection.NewLeaderElector(*cc.LeaderElection)
		if err != nil {
			return fmt.Errorf("couldn't create leader elector: %v", err)
		}

		leaderElector.Run(ctx)

		return fmt.Errorf("lost lease")
	}

	// Leader election is disabled, so runCommand inline until done.
	run(ctx)
	return fmt.Errorf("finished without leader elect")
}

看到倒数第二句吗？这里就启动了调度器！

func Run(cc schedulerserverconfig.CompletedConfig, stopCh <-chan struct{}, registryOptions ...Option) error {
    ...
	run(ctx)
	...
}

好了这篇文章暂时讲到这里，主要介绍 Kube-Scheduler 的启动流程，后面文章详细介绍 Run 方法涉及到的细节，持续更新中，欢迎关注！

5. 参考

《K8s 源码剖析及debug实战（一）：Minikube 安装及源码准备》
《K8s 源码剖析及debug实战（二）：debug K8s 源码》

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