package breaker import ( "math" "time" "github.com/tal-tech/go-zero/core/collection" "github.com/tal-tech/go-zero/core/mathx" ) const ( // 250ms for bucket duration window = time.Second * 10 buckets = 40 k = 1.5 protection = 5 ) // googleBreaker is a netflixBreaker pattern from google. // see Client-Side Throttling section in https://landing.google.com/sre/sre-book/chapters/handling-overload/ type googleBreaker struct { k float64 stat *collection.RollingWindow proba *mathx.Proba } func newGoogleBreaker() *googleBreaker { bucketDuration := time.Duration(int64(window) / int64(buckets)) st := collection.NewRollingWindow(buckets, bucketDuration) return &googleBreaker{ stat: st, k: k, proba: mathx.NewProba(), } } func (b *googleBreaker) accept() error { accepts, total := b.history() weightedAccepts := b.k * float64(accepts) // https://landing.google.com/sre/sre-book/chapters/handling-overload/#eq2101 dropRatio := math.Max(0, (float64(total-protection)-weightedAccepts)/float64(total+1)) if dropRatio <= 0 { return nil } if b.proba.TrueOnProba(dropRatio) { return ErrServiceUnavailable } return nil } func (b *googleBreaker) allow() (internalPromise, error) { if err := b.accept(); err != nil { return nil, err } return googlePromise{ b: b, }, nil } func (b *googleBreaker) doReq(req func() error, fallback func(err error) error, acceptable Acceptable) error { if err := b.accept(); err != nil { if fallback != nil { return fallback(err) } else { return err } } defer func() { if e := recover(); e != nil { b.markFailure() panic(e) } }() err := req() if acceptable(err) { b.markSuccess() } else { b.markFailure() } return err } func (b *googleBreaker) markSuccess() { b.stat.Add(1) } func (b *googleBreaker) markFailure() { b.stat.Add(0) } func (b *googleBreaker) history() (accepts int64, total int64) { b.stat.Reduce(func(b *collection.Bucket) { accepts += int64(b.Sum) total += b.Count }) return } type googlePromise struct { b *googleBreaker } func (p googlePromise) Accept() { p.b.markSuccess() } func (p googlePromise) Reject() { p.b.markFailure() }