背景

client-go 是 k8s 中 代码逻辑实现的核心原理，kubectl,kubelet 等都是通过 client-go 和 kube-apiserve交互，同步数据， 且主要使用声明式编程 来实现相关功能。
大体数据流如下：
1.infromer.controller.reflector 通过list-watch 调用clientset 接口从 api-server 获取数据并存放到DeltaFIFO先进先出队列中,
2.informer.controller.config.queue pop DeltaFIFO 中的数据，并写入client-go 本地存储 cache 中,
3.listener 提取cache 中的数据key(cache 中的键) 写入workqueue队列中，
4.controller 读取 workqueue 中的key 并通过这个key 获取 cache 中的具体obj数据，调用 clientset同步数据到kube-apiserver。

FIFOqueue

它的数据结构如下

type DeltaFIFO struct {
	// lock/cond protects access to 'items' and 'queue'.
	lock sync.RWMutex
	cond sync.Cond

	// `items` maps a key to a Deltas.
	// Each such Deltas has at least one Delta.
	items map[string]Deltas

	// `queue` maintains FIFO order of keys for consumption in Pop().
	// There are no duplicates in `queue`.
	// A key is in `queue` if and only if it is in `items`.
	queue []string

	// populated is true if the first batch of items inserted by Replace() has been populated
	// or Delete/Add/Update/AddIfNotPresent was called first.
	populated bool
	// initialPopulationCount is the number of items inserted by the first call of Replace()
	initialPopulationCount int

	// keyFunc is used to make the key used for queued item
	// insertion and retrieval, and should be deterministic.
	keyFunc KeyFunc

	// knownObjects list keys that are "known" --- affecting Delete(),
	// Replace(), and Resync()
	knownObjects KeyListerGetter

	// Used to indicate a queue is closed so a control loop can exit when a queue is empty.
	// Currently, not used to gate any of CRUD operations.
	closed bool

	// emitDeltaTypeReplaced is whether to emit the Replaced or Sync
	// DeltaType when Replace() is called (to preserve backwards compat).
	emitDeltaTypeReplaced bool
}
type Delta struct {
	Type   DeltaType
	Object interface{}
}

// Deltas is a list of one or more 'Delta's to an individual object.
// The oldest delta is at index 0, the newest delta is the last one.
type Deltas []Delta

初始化函数

func NewDeltaFIFOWithOptions(opts DeltaFIFOOptions) *DeltaFIFO {
	if opts.KeyFunction == nil {
		opts.KeyFunction = MetaNamespaceKeyFunc
	}

	f := &DeltaFIFO{
		items:        map[string]Deltas{},
		queue:        []string{},
		keyFunc:      opts.KeyFunction,
		knownObjects: opts.KnownObjects,

		emitDeltaTypeReplaced: opts.EmitDeltaTypeReplaced,
	}
	f.cond.L = &f.lock
	return f
}

代码中初始调用链
kubeInformerFactory.Start(stopCh)（main.go）---->sharedIndexInformer.run()(factory.go)
---->NewDeltaFIFOWithOptions(…)(shared_informer.go)

func (s *sharedIndexInformer) Run(stopCh <-chan struct{}) {
	defer utilruntime.HandleCrash()

	if s.HasStarted() {
		klog.Warningf("The sharedIndexInformer has started, run more than once is not allowed")
		return
	}
	fifo := NewDeltaFIFOWithOptions(DeltaFIFOOptions{
		KnownObjects:          s.indexer,  // 关联 cache 
		EmitDeltaTypeReplaced: true,
	})
   ....

写入
代码中调用链
sharedIndexInformer.run()(factory.go)---->s.controller.Run()(controller.go)
---->refector.run()(reflector.go)----> r.ListAndWatch(stopCh)
---->r.syncWith(items, resourceVersion)—>r.store.Replace(found, resourceVersion)()(delta_fifo.go)
---->r.watchHandler(){
---->r.store.Add(event.Object)
---->r.store.Update(event.Object)
---->r.store.Delete(event.Object)
}

// syncWith replaces the store's items with the given list.
func (r *Reflector) syncWith(items []runtime.Object, resourceVersion string) error {
	found := make([]interface{}, 0, len(items))
	for _, item := range items {
		found = append(found, item)
	}
	return r.store.Replace(found, resourceVersion)
}

// watchHandler watches w and keeps *resourceVersion up to date.
func (r *Reflector) watchHandler(start time.Time, w watch.Interface, resourceVersion *string, errc chan error, stopCh <-chan struct{}) error {
	eventCount := 0

	// Stopping the watcher should be idempotent and if we return from this function there's no way
	// we're coming back in with the same watch interface.
	defer w.Stop()

loop:
	for {
		select {
		case <-stopCh:
			return errorStopRequested
		case err := <-errc:
			return err
		case event, ok := <-w.ResultChan():
			if !ok {
				break loop
			}
			if event.Type == watch.Error {
				return apierrors.FromObject(event.Object)
			}
			if r.expectedType != nil {
				if e, a := r.expectedType, reflect.TypeOf(event.Object); e != a {
					utilruntime.HandleError(fmt.Errorf("%s: expected type %v, but watch event object had type %v", r.name, e, a))
					continue
				}
			}
			if r.expectedGVK != nil {
				if e, a := *r.expectedGVK, event.Object.GetObjectKind().GroupVersionKind(); e != a {
					utilruntime.HandleError(fmt.Errorf("%s: expected gvk %v, but watch event object had gvk %v", r.name, e, a))
					continue
				}
			}
			meta, err := meta.Accessor(event.Object)
			if err != nil {
				utilruntime.HandleError(fmt.Errorf("%s: unable to understand watch event %#v", r.name, event))
				continue
			}
			newResourceVersion := meta.GetResourceVersion()
			switch event.Type {
			case watch.Added:
				err := r.store.Add(event.Object)
				if err != nil {
					utilruntime.HandleError(fmt.Errorf("%s: unable to add watch event object (%#v) to store: %v", r.name, event.Object, err))
				}
			case watch.Modified:
				err := r.store.Update(event.Object)
				if err != nil {
					utilruntime.HandleError(fmt.Errorf("%s: unable to update watch event object (%#v) to store: %v", r.name, event.Object, err))
				}
			case watch.Deleted:
				// TODO: Will any consumers need access to the "last known
				// state", which is passed in event.Object? If so, may need
				// to change this.
				err := r.store.Delete(event.Object)
				if err != nil {
					utilruntime.HandleError(fmt.Errorf("%s: unable to delete watch event object (%#v) from store: %v", r.name, event.Object, err))
				}
			case watch.Bookmark:
				// A `Bookmark` means watch has synced here, just update the resourceVersion
			default:
				utilruntime.HandleError(fmt.Errorf("%s: unable to understand watch event %#v", r.name, event))
			}
			*resourceVersion = newResourceVersion
			r.setLastSyncResourceVersion(newResourceVersion)
			if rvu, ok := r.store.(ResourceVersionUpdater); ok {
				rvu.UpdateResourceVersion(newResourceVersion)
			}
			eventCount++
		}
	}

	watchDuration := r.clock.Since(start)
	if watchDuration < 1*time.Second && eventCount == 0 {
		return fmt.Errorf("very short watch: %s: Unexpected watch close - watch lasted less than a second and no items received", r.name)
	}
	klog.V(4).Infof("%s: Watch close - %v total %v items received", r.name, r.expectedTypeName, eventCount)
	return niln   
}

读取
代码调用链
sharedIndexInformer.run()(factory.go)---->s.controller.Run()(controller.go)
---->c.processLoop()(controller.go)
---->c.config.Queue.Pop(PopProcessFunc(c.config.Process))
---->c.config.Process(item)—> s.HandleDeltas(item)

func (c *controller) processLoop() {
	for {
		obj, err := c.config.Queue.Pop(PopProcessFunc(c.config.Process))
		if err != nil {
			if err == ErrFIFOClosed {
				return
			}
			if c.config.RetryOnError {
				// This is the safe way to re-enqueue.
				c.config.Queue.AddIfNotPresent(obj)
			}
		}
	}
}

func (s *sharedIndexInformer) HandleDeltas(obj interface{}) error {
	s.blockDeltas.Lock()
	defer s.blockDeltas.Unlock()

	// from oldest to newest
	for _, d := range obj.(Deltas) {
		switch d.Type {
		case Sync, Replaced, Added, Updated:
			s.cacheMutationDetector.AddObject(d.Object)
			if old, exists, err := s.indexer.Get(d.Object); err == nil && exists {
				if err := s.indexer.Update(d.Object); err != nil {
					return err
				}

				isSync := false
				switch {
				case d.Type == Sync:
					// Sync events are only propagated to listeners that requested resync
					isSync = true
				case d.Type == Replaced:
					if accessor, err := meta.Accessor(d.Object); err == nil {
						if oldAccessor, err := meta.Accessor(old); err == nil {
							// Replaced events that didn't change resourceVersion are treated as resync events
							// and only propagated to listeners that requested resync
							isSync = accessor.GetResourceVersion() == oldAccessor.GetResourceVersion()
						}
					}
				}
				s.processor.distribute(updateNotification{oldObj: old, newObj: d.Object}, isSync)
			} else {
				if err := s.indexer.Add(d.Object); err != nil {
					return err
				}
				s.processor.distribute(addNotification{newObj: d.Object}, false)
			}
		case Deleted:
			if err := s.indexer.Delete(d.Object); err != nil {
				return err
			}
			s.processor.distribute(deleteNotification{oldObj: d.Object}, false)
		}
	}
	return nil
}

FIFOqueue 数据走向

1. list-watch 获取 obj 原数据（根据你定义的资源类型来获取比如deployment 资源）
2. 通过FIFOqueue 初始化时实例化的keyfunc(obj interface{}) 来获取 key(一般默认的返回结果是 namespace+资源名 eg: default/xxx)
3. 将 key 存入 queue[]string 这个字符串数组中
4. 构建 Delta{数据操作(根据情况选择有add,delete,update),obj} 结构体 并存放到 items[]Delta 中
5. pop 函数循环消费queue ,并 调用实例化的Process函数处理item
6. 根据数据操作类型来跟新cache 中的数据