prometheus/storage/remote/ewma.go

54 lines
1.0 KiB
Go

package remote
import (
"sync"
"sync/atomic"
"time"
)
// ewmaRate tracks an exponentially weighted moving average of a per-second rate.
type ewmaRate struct {
newEvents int64
alpha float64
interval time.Duration
lastRate float64
init bool
mutex sync.Mutex
}
func newEWMARate(alpha float64, interval time.Duration) ewmaRate {
return ewmaRate{
alpha: alpha,
interval: interval,
}
}
// rate returns the per-second rate.
func (r *ewmaRate) rate() float64 {
r.mutex.Lock()
defer r.mutex.Unlock()
return r.lastRate
}
// tick assumes to be called every r.interval.
func (r *ewmaRate) tick() {
newEvents := atomic.LoadInt64(&r.newEvents)
atomic.AddInt64(&r.newEvents, -newEvents)
instantRate := float64(newEvents) / r.interval.Seconds()
r.mutex.Lock()
defer r.mutex.Unlock()
if r.init {
r.lastRate += r.alpha * (instantRate - r.lastRate)
} else {
r.init = true
r.lastRate = instantRate
}
}
// inc counts one event.
func (r *ewmaRate) incr(incr int64) {
atomic.AddInt64(&r.newEvents, incr)
}