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client-go: add jitter to flowcontrol.Backoff
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@ -17,6 +17,7 @@ limitations under the License.
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package flowcontrol
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import (
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"math/rand"
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"sync"
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"time"
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@ -36,23 +37,43 @@ type Backoff struct {
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defaultDuration time.Duration
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maxDuration time.Duration
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perItemBackoff map[string]*backoffEntry
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rand *rand.Rand
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// maxJitterFactor adds jitter to the exponentially backed off delay.
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// if maxJitterFactor is zero, no jitter is added to the delay in
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// order to maintain current behavior.
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maxJitterFactor float64
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}
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func NewFakeBackOff(initial, max time.Duration, tc *testingclock.FakeClock) *Backoff {
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return &Backoff{
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perItemBackoff: map[string]*backoffEntry{},
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Clock: tc,
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defaultDuration: initial,
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maxDuration: max,
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}
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return newBackoff(tc, initial, max, 0.0)
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}
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func NewBackOff(initial, max time.Duration) *Backoff {
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return NewBackOffWithJitter(initial, max, 0.0)
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}
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func NewFakeBackOffWithJitter(initial, max time.Duration, tc *testingclock.FakeClock, maxJitterFactor float64) *Backoff {
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return newBackoff(tc, initial, max, maxJitterFactor)
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}
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func NewBackOffWithJitter(initial, max time.Duration, maxJitterFactor float64) *Backoff {
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clock := clock.RealClock{}
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return newBackoff(clock, initial, max, maxJitterFactor)
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}
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func newBackoff(clock clock.Clock, initial, max time.Duration, maxJitterFactor float64) *Backoff {
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var random *rand.Rand
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if maxJitterFactor > 0 {
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random = rand.New(rand.NewSource(clock.Now().UnixNano()))
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}
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return &Backoff{
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perItemBackoff: map[string]*backoffEntry{},
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Clock: clock.RealClock{},
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Clock: clock,
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defaultDuration: initial,
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maxDuration: max,
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maxJitterFactor: maxJitterFactor,
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rand: random,
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}
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}
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@ -75,8 +96,10 @@ func (p *Backoff) Next(id string, eventTime time.Time) {
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entry, ok := p.perItemBackoff[id]
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if !ok || hasExpired(eventTime, entry.lastUpdate, p.maxDuration) {
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entry = p.initEntryUnsafe(id)
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entry.backoff += p.jitter(entry.backoff)
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} else {
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delay := entry.backoff * 2 // exponential
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delay := entry.backoff * 2 // exponential
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delay += p.jitter(entry.backoff) // add some jitter to the delay
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entry.backoff = time.Duration(integer.Int64Min(int64(delay), int64(p.maxDuration)))
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}
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entry.lastUpdate = p.Clock.Now()
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@ -144,6 +167,14 @@ func (p *Backoff) initEntryUnsafe(id string) *backoffEntry {
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return entry
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}
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func (p *Backoff) jitter(delay time.Duration) time.Duration {
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if p.rand == nil {
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return 0
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}
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return time.Duration(p.rand.Float64() * p.maxJitterFactor * float64(delay))
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}
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// After 2*maxDuration we restart the backoff factor to the beginning
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func hasExpired(eventTime time.Time, lastUpdate time.Time, maxDuration time.Duration) bool {
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return eventTime.Sub(lastUpdate) > maxDuration*2 // consider stable if it's ok for twice the maxDuration
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@ -193,3 +193,60 @@ func TestIsInBackOffSinceUpdate(t *testing.T) {
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}
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}
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}
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func TestBackoffWithJitter(t *testing.T) {
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id := "_idJitter"
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tc := testingclock.NewFakeClock(time.Now())
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// test setup: we show 11 iterations, series of delays we expect with
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// a jitter factor of zero each time:
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// 100ms 200ms 400ms 800ms 1.6s 3.2s 06.4s 12.8s 25.6s 51.2s 1m42s
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// and with jitter factor of 0.1 (max) each time:
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// 110ms 231ms 485ms 1.0s 2.1s 4.4s 09.4s 19.8s 41.6s 1m27s 2m6s
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//
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// with the following configuration, it is guaranteed that the maximum delay
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// will be reached even though we are unlucky and get jitter factor of zero.
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// This ensures that this test covers the code path for checking whether
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// maximum delay has been reached with jitter enabled.
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initial := 100 * time.Millisecond
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maxDuration := time.Minute
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maxJitterFactor := 0.1
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attempts := 10
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b := NewFakeBackOffWithJitter(initial, maxDuration, tc, maxJitterFactor)
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assert := func(t *testing.T, factor int, prevDelayGot, curDelayGot time.Duration) {
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low := time.Duration((float64(prevDelayGot) * float64(factor)))
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high := low + time.Duration(maxJitterFactor*float64(prevDelayGot))
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if !((curDelayGot > low && curDelayGot <= high) || curDelayGot == maxDuration) {
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t.Errorf("jittered delay not within range: (%s - %s], but got %s", low, high, curDelayGot)
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}
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}
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delays := make([]time.Duration, 0)
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next := func() time.Duration {
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tc.Step(initial)
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b.Next(id, tc.Now())
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delay := b.Get(id)
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delays = append(delays, delay)
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return delay
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}
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if got := b.Get(id); got != 0 {
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t.Errorf("expected a zero wait durtion, but got: %s", got)
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}
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delayGot := next()
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assert(t, 1, initial, delayGot)
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prevDelayGot := delayGot
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for i := 0; i < attempts; i++ {
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delayGot = next()
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assert(t, 2, prevDelayGot, delayGot)
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prevDelayGot = delayGot
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}
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t.Logf("exponentially backed off jittered delays: %v", delays)
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}
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