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app/expbackoff: implement exponential backoff package (#982)
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Implements an exponential backoff package based on `google.golang.org/[email protected]/backoff`. This is to be used in many places where we have `// TODO(corver): improve backoff`

category: feature
ticket: none
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corverroos authored Aug 17, 2022
1 parent 30c387a commit 09bdf33
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205 changes: 205 additions & 0 deletions app/expbackoff/expbackoff.go
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// Copyright © 2022 Obol Labs Inc.
//
// This program is free software: you can redistribute it and/or modify it
// under the terms of the GNU General Public License as published by the Free
// Software Foundation, either version 3 of the License, or (at your option)
// any later version.
//
// This program is distributed in the hope that it will be useful, but WITHOUT
// ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or
// FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for
// more details.
//
// You should have received a copy of the GNU General Public License along with
// this program. If not, see <http://www.gnu.org/licenses/>.

// Package expbackoff implements exponential backoff. It was copied from google.golang.org/grpc.
package expbackoff

import (
"context"
"math/rand"
"testing"
"time"
)

// Config defines the configuration options for backoff.
type Config struct {
// BaseDelay is the amount of time to backoff after the first failure.
BaseDelay time.Duration
// Multiplier is the factor with which to multiply backoffs after a
// failed retry. Should ideally be greater than 1.
Multiplier float64
// Jitter is the factor with which backoffs are randomized.
Jitter float64
// MaxDelay is the upper bound of backoff delay.
MaxDelay time.Duration
}

// DefaultConfig is a backoff configuration with the default values specified
// at https://github.com/grpc/grpc/blob/master/doc/connection-backoff.md.
//
// This should be useful for callers who want to configure backoff with
// non-default values only for a subset of the options.
//
// Copied from google.golang.org/[email protected]/backoff/backoff.go.
var DefaultConfig = Config{
BaseDelay: 1.0 * time.Second,
Multiplier: 1.6,
Jitter: 0.2,
MaxDelay: 120 * time.Second,
}

// FastConfig is a common configuration for fast backoff.
var FastConfig = Config{
BaseDelay: 100 * time.Millisecond,
Multiplier: 1.6,
Jitter: 0.2,
MaxDelay: 5 * time.Second,
}

// WithFastConfig configures the backoff with FastConfig.
func WithFastConfig() func(*Config) {
return func(config *Config) {
*config = FastConfig
}
}

// WithConfig configures the backoff with the provided config.
func WithConfig(c Config) func(*Config) {
return func(config *Config) {
*config = c
}
}

// WithMaxDelay configures the backoff with the provided max delay.
func WithMaxDelay(d time.Duration) func(*Config) {
return func(config *Config) {
config.MaxDelay = d
}
}

// WithBaseDelay configures the backoff with the provided max delay.
func WithBaseDelay(d time.Duration) func(*Config) {
return func(config *Config) {
config.BaseDelay = d
}
}

// New returns a backoff function configured via functional options applied to DefaultConfig.
// The backoff function will exponentially sleep longer each time it is called.
// The backoff function returns immediately after the context is cancelled.
//
// Usage:
// backoff := expbackoff.New(ctx)
// for ctx.Err() == nil {
// resp, err := doThing(ctx)
// if err != nil {
// backoff()
// continue
// } else {
// return resp
// }
// }
func New(ctx context.Context, opts ...func(*Config)) (backoff func()) {
backoff, _ = NewWithReset(ctx, opts...)
return backoff
}

// NewWithReset returns a backoff and a reset function configured via functional options applied to DefaultConfig.
// The backoff function will exponentially sleep longer each time it is called.
// Calling the reset function will reset the backoff sleep duration to Config.BaseDelay.
// The backoff function returns immediately after the context is cancelled.
//
// Usage:
// backoff, reset := expbackoff.NewWithReset(ctx)
// for ctx.Err() == nil {
// resp, err := doThing(ctx)
// if err != nil {
// backoff()
// continue
// } else {
// reset()
// // Do something with the response.
// }
// }
func NewWithReset(ctx context.Context, opts ...func(*Config)) (backoff func(), reset func()) {
conf := DefaultConfig
for _, opt := range opts {
opt(&conf)
}

var retries int

backoff = func() {
if ctx.Err() != nil {
return
}

select {
case <-ctx.Done():
case <-after(Backoff(conf, retries)):
}
retries++
}

reset = func() {
retries = 0
}

return backoff, reset
}

// Backoff returns the amount of time to wait before the next retry given the
// number of retries.
// Copied from google.golang.org/[email protected]/internal/backoff/backoff.go.
func Backoff(config Config, retries int) time.Duration {
if retries == 0 {
return config.BaseDelay
}

backoff := float64(config.BaseDelay)
max := float64(config.MaxDelay)

for backoff < max && retries > 0 {
backoff *= config.Multiplier
retries--
}
if backoff > max {
backoff = max
}
// Randomize backoff delays so that if a cluster of requests start at
// the same time, they won't operate in lockstep.
backoff *= 1 + config.Jitter*(randFloat()*2-1)
if backoff < 0 {
return 0
}

return time.Duration(backoff)
}

// after is aliased for testing.
var after = time.After

// SetAfterForT sets the after internal function for testing.
func SetAfterForT(t *testing.T, fn func(d time.Duration) <-chan time.Time) {
t.Helper()
cached := after
after = fn
t.Cleanup(func() {
after = cached
})
}

// randFloat is aliased for testing.
var randFloat = rand.Float64

// SetRandFloatForT sets the random float internal function for testing.
func SetRandFloatForT(t *testing.T, fn func() float64) {
t.Helper()
cached := randFloat
randFloat = fn
t.Cleanup(func() {
randFloat = cached
})
}
151 changes: 151 additions & 0 deletions app/expbackoff/expbackoff_test.go
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// Copyright © 2022 Obol Labs Inc.
//
// This program is free software: you can redistribute it and/or modify it
// under the terms of the GNU General Public License as published by the Free
// Software Foundation, either version 3 of the License, or (at your option)
// any later version.
//
// This program is distributed in the hope that it will be useful, but WITHOUT
// ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or
// FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for
// more details.
//
// You should have received a copy of the GNU General Public License along with
// this program. If not, see <http://www.gnu.org/licenses/>.

package expbackoff_test

import (
"context"
"testing"
"time"

"github.com/stretchr/testify/require"

"github.com/obolnetwork/charon/app/expbackoff"
)

func TestConfigs(t *testing.T) {
tests := []struct {
name string
config expbackoff.Config
backoffs []string
jitter float64
}{
{
name: "default",
config: expbackoff.DefaultConfig,
jitter: 0.5,
backoffs: []string{
"1s",
"1.6s",
"2.56s",
"4.09s",
"6.55s",
"10.48s",
"16.77s",
"26.84s",
"42.94s",
"1m8.71s",
"1m49.95s",
"2m0s",
"2m0s",
},
},
{
name: "default max jitter",
config: expbackoff.DefaultConfig,
jitter: 1,
backoffs: []string{
"1s",
"1.92s",
"3.07s",
"4.91s",
"7.86s",
"12.58s",
"20.13s",
"32.21s",
"51.53s",
"1m22.46s",
"2m11.94s",
"2m24s",
"2m24s",
},
},
{
name: "fast",
config: expbackoff.FastConfig,
jitter: 0.5,
backoffs: []string{
"100ms",
"160ms",
"250ms",
"400ms",
"650ms",
"1.04s",
"1.67s",
"2.68s",
"4.29s",
"5s",
"5s",
},
},
}
for _, test := range tests {
t.Run(test.name, func(t *testing.T) {
expbackoff.SetRandFloatForT(t, func() float64 {
return test.jitter
})

var resps []string
for i := 0; i < len(test.backoffs); i++ {
resp := expbackoff.Backoff(test.config, i)
resps = append(resps, resp.Truncate(time.Millisecond*10).String())
}
require.Equal(t, test.backoffs, resps)
})
}
}

func TestNewWithReset(t *testing.T) {
t0 := time.Now()
now := t0
expbackoff.SetAfterForT(t, func(d time.Duration) <-chan time.Time {
now = now.Add(d)
ch := make(chan time.Time, 1)
ch <- now

return ch
})

ctx, cancel := context.WithCancel(context.Background())

backoff, reset := expbackoff.NewWithReset(ctx, expbackoff.WithConfig(expbackoff.Config{
BaseDelay: time.Second,
Multiplier: 2,
Jitter: 0,
MaxDelay: time.Hour,
}))

elapsed := func(t *testing.T, expect string) {
t.Helper()
require.Equal(t, expect, now.Sub(t0).Truncate(time.Millisecond*10).String())
}

backoff()
elapsed(t, "1s") // +1s
backoff()
elapsed(t, "3s") // +2s
backoff()
elapsed(t, "7s") // +4s
backoff()
elapsed(t, "15s") // +8s

reset()
backoff()
elapsed(t, "16s") // +1s

cancel()
backoff()
elapsed(t, "16s") // +0s
}

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