Files
ziti/controller/command/rate_limiter.go
T

685 lines
18 KiB
Go

/*
Copyright NetFoundry Inc.
Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at
https://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
*/
package command
import (
"fmt"
"github.com/google/uuid"
"github.com/michaelquigley/pfxlog"
"github.com/openziti/foundation/v2/errorz"
"github.com/openziti/metrics"
"github.com/openziti/ziti/controller/apierror"
"github.com/pkg/errors"
"strings"
"sync"
"sync/atomic"
"time"
)
const (
MetricCommandLimiterCurrentQueuedCount = "command.limiter.queued_count"
MetricCommandLimiterWorkTimer = "command.limiter.work_timer"
DefaultLimiterSize = 100
MinLimiterSize = 10
DefaultAdaptiveRateLimiterEnabled = true
DefaultAdaptiveRateLimiterMinWindowSize = 5
DefaultAdaptiveRateLimiterMaxWindowSize = 250
DefaultAdaptiveRateLimiterTimeout = 30 * time.Second
)
type RateLimiterConfig struct {
Enabled bool
QueueSize uint32
}
func NewRateLimiter(config RateLimiterConfig, registry metrics.Registry, closeNotify <-chan struct{}) RateLimiter {
if !config.Enabled {
return NoOpRateLimiter{}
}
if config.QueueSize < MinLimiterSize {
config.QueueSize = MinLimiterSize
}
result := &DefaultRateLimiter{
queue: make(chan *rateLimitedWork, config.QueueSize),
closeNotify: closeNotify,
workRate: registry.Timer(MetricCommandLimiterWorkTimer),
config: config,
}
if existing := registry.GetGauge(MetricCommandLimiterCurrentQueuedCount); existing != nil {
existing.Dispose()
}
registry.FuncGauge(MetricCommandLimiterCurrentQueuedCount, func() int64 {
return int64(result.currentSize.Load())
})
go result.run()
return result
}
// A RateLimiter allows running arbitrary, sequential operations with a limiter, so that only N operations
// can be queued to run at any given time. If the system is too busy, the rate limiter will return
// an ApiError indicating that the server is too busy
type RateLimiter interface {
RunRateLimited(func() error) error
GetQueueFillPct() float64
}
// An AdaptiveRateLimiter allows running arbitrary, sequential operations with a limiter, so that only N operations
// can be queued to run at any given time. If the system is too busy, the rate limiter will return
// an ApiError indicating that the server is too busy.
//
// The rate limiter returns a RateLimitControl, allow the calling code to indicate if the operation finished in
// time. If operations are timing out before the results are available, the rate limiter should allow fewer
// operations in, as they will likely time out before the results can be used.
//
// The rate limiter doesn't have a set queue size, it has a window which can grow and shrink. When
// a timeout is signaled, using the RateLimitControl, it shrinks the window based on queue position
// of the timed out operation. For example, if an operation was queued at position 200, but the times
// out, we assume that we need to limit the queue size to something less than 200 for now.
//
// The limiter will also reject already queued operations if the window size changes and the operation
// was queued at a position larger than the current window size.
//
// The window size will slowly grow back towards the max as successes are noted in the RateLimitControl.
type AdaptiveRateLimiter interface {
RunRateLimited(f func() error) (RateLimitControl, error)
}
// An AdaptiveRateLimitTracker works similarly to an AdaptiveRateLimiter, except it just manages the rate
// limiting without actually running the work. Because it doesn't run the work itself, it has to account
// for the possibility that some work may never report as complete or failed. It thus has a configurable
// timeout at which point outstanding work will be marked as failed.
type AdaptiveRateLimitTracker interface {
RunRateLimited(label string) (RateLimitControl, error)
RunRateLimitedF(label string, f func(control RateLimitControl) error) error
IsRateLimited() bool
}
type NoOpRateLimiter struct{}
func (self NoOpRateLimiter) RunRateLimited(f func() error) error {
return f()
}
func (self NoOpRateLimiter) GetQueueFillPct() float64 {
return 0
}
type NoOpAdaptiveRateLimiter struct{}
func (self NoOpAdaptiveRateLimiter) RunRateLimited(f func() error) (RateLimitControl, error) {
return noOpRateLimitControl{}, f()
}
type NoOpAdaptiveRateLimitTracker struct{}
func (n NoOpAdaptiveRateLimitTracker) RunRateLimited(string) (RateLimitControl, error) {
return noOpRateLimitControl{}, nil
}
func (n NoOpAdaptiveRateLimitTracker) RunRateLimitedF(_ string, f func(control RateLimitControl) error) error {
return f(noOpRateLimitControl{})
}
func (n NoOpAdaptiveRateLimitTracker) IsRateLimited() bool {
return false
}
type rateLimitedWork struct {
wrapped func() error
result chan error
}
type DefaultRateLimiter struct {
currentSize atomic.Int32
queue chan *rateLimitedWork
closeNotify <-chan struct{}
workRate metrics.Timer
config RateLimiterConfig
}
func (self *DefaultRateLimiter) RunRateLimited(f func() error) error {
work := &rateLimitedWork{
wrapped: f,
result: make(chan error, 1),
}
select {
case self.queue <- work:
self.currentSize.Add(1)
select {
case result := <-work.result:
return result
case <-self.closeNotify:
return errors.New("rate limiter shutting down")
}
case <-self.closeNotify:
return errors.New("rate limiter shutting down")
default:
return apierror.NewTooManyUpdatesError()
}
}
func (self *DefaultRateLimiter) GetQueueFillPct() float64 {
return float64(self.currentSize.Load()) / float64(self.config.QueueSize)
}
func (self *DefaultRateLimiter) run() {
defer self.workRate.Dispose()
for {
select {
case work := <-self.queue:
self.currentSize.Add(-1)
startTime := time.Now()
result := work.wrapped()
self.workRate.UpdateSince(startTime)
if result != nil {
work.result <- result
}
close(work.result)
case <-self.closeNotify:
return
}
}
}
// AdaptiveRateLimiterConfig contains configuration values used to create a new AdaptiveRateLimiter
type AdaptiveRateLimiterConfig struct {
// Enabled - if false, a no-op rate limiter will be created, which doesn't enforce any rate limiting
Enabled bool
// MaxSize - the maximum window size to allow
MaxSize uint32
// MinSize - the smallest window size to allow
MinSize uint32
// WorkTimerMetric - the name of the timer metric for timing how long operations take to execute
WorkTimerMetric string
// QueueSize - the name of the gauge metric showing the current number of operations queued
QueueSizeMetric string
// WindowSizeMetric - the name of the metric show the current window size
WindowSizeMetric string
// Timeout - only used for AdaptiveRateLimitTracker, sets when a piece of outstanding work will be assumed to
// have failed if it hasn't been marked completed yet, so that work slots aren't lost
Timeout time.Duration
}
func (self *AdaptiveRateLimiterConfig) SetDefaults() {
self.Enabled = DefaultAdaptiveRateLimiterEnabled
self.MinSize = DefaultAdaptiveRateLimiterMinWindowSize
self.MaxSize = DefaultAdaptiveRateLimiterMaxWindowSize
self.Timeout = DefaultAdaptiveRateLimiterTimeout
}
func LoadAdaptiveRateLimiterConfig(cfg *AdaptiveRateLimiterConfig, cfgmap map[interface{}]interface{}) error {
if value, found := cfgmap["enabled"]; found {
cfg.Enabled = strings.EqualFold("true", fmt.Sprintf("%v", value))
}
if value, found := cfgmap["maxSize"]; found {
if intVal, ok := value.(int); ok {
v := int64(intVal)
cfg.MaxSize = uint32(v)
} else {
return errors.Errorf("invalid value %d for adaptive rate limiter max size, must be integer value", value)
}
}
if value, found := cfgmap["minSize"]; found {
if intVal, ok := value.(int); ok {
v := int64(intVal)
cfg.MinSize = uint32(v)
} else {
return errors.Errorf("invalid value %d for adaptive rate limiter min size, must be integer value", value)
}
}
if cfg.MinSize < 1 {
return errors.Errorf("invalid value %d for adaptive rate limiter min size, must be at least", cfg.MinSize)
}
if cfg.MinSize > cfg.MaxSize {
return errors.Errorf("invalid values, %d, %d for adaptive rate limiter min size and max size, min must be <= max",
cfg.MinSize, cfg.MaxSize)
}
if value, found := cfgmap["timeout"]; found {
var err error
if cfg.Timeout, err = time.ParseDuration(fmt.Sprintf("%v", value)); err != nil {
return fmt.Errorf("invalid value %v for adaptive rate limiter timeout (%w)", value, err)
}
}
return nil
}
func NewAdaptiveRateLimiter(config AdaptiveRateLimiterConfig, registry metrics.Registry, closeNotify <-chan struct{}) AdaptiveRateLimiter {
if !config.Enabled {
return NoOpAdaptiveRateLimiter{}
}
result := &adaptiveRateLimiter{
minWindow: int32(config.MinSize),
maxWindow: int32(config.MaxSize),
queue: make(chan *adaptiveRateLimitedWork, config.MaxSize),
closeNotify: closeNotify,
workRate: registry.Timer(config.WorkTimerMetric),
}
if existing := registry.GetGauge(config.QueueSizeMetric); existing != nil {
existing.Dispose()
}
registry.FuncGauge(config.QueueSizeMetric, func() int64 {
return int64(result.currentSize.Load())
})
if existing := registry.GetGauge(config.WindowSizeMetric); existing != nil {
existing.Dispose()
}
registry.FuncGauge(config.WindowSizeMetric, func() int64 {
return int64(result.currentWindow.Load())
})
result.currentWindow.Store(int32(config.MaxSize))
go result.run()
return result
}
type adaptiveRateLimitedWork struct {
queuePosition int32
wrapped func() error
result chan error
}
type adaptiveRateLimiter struct {
currentWindow atomic.Int32
minWindow int32
maxWindow int32
lock sync.Mutex
successCounter atomic.Uint32
currentSize atomic.Int32
queue chan *adaptiveRateLimitedWork
closeNotify <-chan struct{}
workRate metrics.Timer
}
func (self *adaptiveRateLimiter) success() {
if self.currentWindow.Load() >= self.maxWindow {
return
}
self.lock.Lock()
defer self.lock.Unlock()
if self.successCounter.Add(1)%10 == 0 {
if nextVal := self.currentWindow.Add(1); nextVal > self.maxWindow {
self.currentWindow.Store(self.maxWindow)
}
}
}
func (self *adaptiveRateLimiter) backoff(queuePosition int32) {
if self.currentWindow.Load() <= self.minWindow {
return
}
self.lock.Lock()
defer self.lock.Unlock()
current := self.currentWindow.Load()
nextWindow := queuePosition - 10
if nextWindow < current {
if nextWindow < self.minWindow {
nextWindow = self.minWindow
}
self.currentWindow.Store(nextWindow)
}
}
func (self *adaptiveRateLimiter) RunRateLimited(f func() error) (RateLimitControl, error) {
work := &adaptiveRateLimitedWork{
wrapped: f,
result: make(chan error, 1),
}
self.lock.Lock()
queuePosition := self.currentSize.Add(1)
hasRoom := queuePosition <= self.currentWindow.Load()
if !hasRoom {
self.currentSize.Add(-1)
}
self.lock.Unlock()
if !hasRoom {
return noOpRateLimitControl{}, apierror.NewTooManyUpdatesError()
}
work.queuePosition = queuePosition
defer self.currentSize.Add(-1)
select {
case self.queue <- work:
select {
case result := <-work.result:
return rateLimitControl{limiter: self, queuePosition: work.queuePosition}, result
case <-self.closeNotify:
return noOpRateLimitControl{}, errors.New("rate limiter shutting down")
}
case <-self.closeNotify:
return noOpRateLimitControl{}, errors.New("rate limiter shutting down")
default:
return noOpRateLimitControl{}, apierror.NewTooManyUpdatesError()
}
}
func (self *adaptiveRateLimiter) run() {
defer self.workRate.Dispose()
for {
select {
case work := <-self.queue:
// if we're likely to discard the work because things have been timing out,
// skip it, and return an error instead
if work.queuePosition > self.currentWindow.Load()+10 {
work.result <- apierror.NewTooManyUpdatesError()
close(work.result)
continue
}
startTime := time.Now()
result := work.wrapped()
self.workRate.UpdateSince(startTime)
if result != nil {
work.result <- result
}
close(work.result)
case <-self.closeNotify:
return
}
}
}
type RateLimitControl interface {
// Success indicates the operation was a success
Success()
// Backoff indicates that we need to backoff
Backoff()
// Failed indicates the operation was not a success, but a backoff isn't required
Failed()
}
type rateLimitControl struct {
limiter *adaptiveRateLimiter
queuePosition int32
}
func (r rateLimitControl) Success() {
r.limiter.success()
}
func (r rateLimitControl) Backoff() {
r.limiter.backoff(r.queuePosition)
}
func (r rateLimitControl) Failed() {
// no-op for this type
}
func NoOpRateLimitControl() RateLimitControl {
return noOpRateLimitControl{}
}
type noOpRateLimitControl struct{}
func (noOpRateLimitControl) Success() {}
func (noOpRateLimitControl) Backoff() {}
func (noOpRateLimitControl) Failed() {}
func WasRateLimited(err error) bool {
var apiErr *errorz.ApiError
if errors.As(err, &apiErr) {
return apiErr.Code == apierror.ServerTooManyRequestsCode
}
return false
}
func NewAdaptiveRateLimitTracker(config AdaptiveRateLimiterConfig, registry metrics.Registry, closeNotify <-chan struct{}) AdaptiveRateLimitTracker {
if !config.Enabled {
return NoOpAdaptiveRateLimitTracker{}
}
result := &adaptiveRateLimitTracker{
minWindow: int32(config.MinSize),
maxWindow: int32(config.MaxSize),
timeout: config.Timeout,
workRate: registry.Timer(config.WorkTimerMetric),
outstandingWork: map[string]*adaptiveRateLimitTrackerWork{},
closeNotify: closeNotify,
}
if existing := registry.GetGauge(config.QueueSizeMetric); existing != nil {
existing.Dispose()
}
registry.FuncGauge(config.QueueSizeMetric, func() int64 {
return int64(result.currentSize.Load())
})
if existing := registry.GetGauge(config.WindowSizeMetric); existing != nil {
existing.Dispose()
}
registry.FuncGauge(config.WindowSizeMetric, func() int64 {
return int64(result.currentWindow.Load())
})
result.currentWindow.Store(int32(config.MaxSize))
go result.run()
return result
}
type adaptiveRateLimitTracker struct {
currentWindow atomic.Int32
minWindow int32
maxWindow int32
timeout time.Duration
lock sync.Mutex
successCounter atomic.Uint32
currentSize atomic.Int32
workRate metrics.Timer
outstandingWork map[string]*adaptiveRateLimitTrackerWork
closeNotify <-chan struct{}
}
func (self *adaptiveRateLimitTracker) IsRateLimited() bool {
return self.currentSize.Load() >= self.currentWindow.Load()
}
func (self *adaptiveRateLimitTracker) success(work *adaptiveRateLimitTrackerWork) {
self.lock.Lock()
defer self.lock.Unlock()
self.currentSize.Add(-1)
delete(self.outstandingWork, work.id)
self.workRate.UpdateSince(work.createTime)
if self.currentWindow.Load() >= self.maxWindow {
return
}
if self.successCounter.Add(1)%10 == 0 {
if nextVal := self.currentWindow.Add(1); nextVal > self.maxWindow {
self.currentWindow.Store(self.maxWindow)
}
}
}
func (self *adaptiveRateLimitTracker) backoff(work *adaptiveRateLimitTrackerWork) {
self.lock.Lock()
defer self.lock.Unlock()
self.currentSize.Add(-1)
delete(self.outstandingWork, work.id)
if self.currentWindow.Load() <= self.minWindow {
return
}
current := self.currentWindow.Load()
nextWindow := work.queuePosition - 10
if nextWindow < current {
if nextWindow < self.minWindow {
nextWindow = self.minWindow
}
self.currentWindow.Store(nextWindow)
}
}
func (self *adaptiveRateLimitTracker) complete(work *adaptiveRateLimitTrackerWork) {
self.lock.Lock()
defer self.lock.Unlock()
self.currentSize.Add(-1)
delete(self.outstandingWork, work.id)
}
func (self *adaptiveRateLimitTracker) RunRateLimited(label string) (RateLimitControl, error) {
self.lock.Lock()
defer self.lock.Unlock()
queuePosition := self.currentSize.Add(1)
if queuePosition > self.currentWindow.Load() {
self.currentSize.Add(-1)
return noOpRateLimitControl{}, apierror.NewTooManyUpdatesError()
}
work := &adaptiveRateLimitTrackerWork{
id: uuid.NewString(),
limiter: self,
queuePosition: queuePosition,
createTime: time.Now(),
label: label,
}
self.outstandingWork[work.id] = work
return work, nil
}
func (self *adaptiveRateLimitTracker) RunRateLimitedF(label string, f func(control RateLimitControl) error) error {
ctrl, err := self.RunRateLimited(label)
if err != nil {
return err
}
return f(ctrl)
}
func (self *adaptiveRateLimitTracker) run() {
defer self.workRate.Dispose()
ticker := time.NewTicker(30 * time.Second)
defer ticker.Stop()
for {
select {
case <-ticker.C:
self.cleanExpired()
case <-self.closeNotify:
return
}
}
}
func (self *adaptiveRateLimitTracker) cleanExpired() {
self.lock.Lock()
var toRemove []*adaptiveRateLimitTrackerWork
for _, v := range self.outstandingWork {
if time.Since(v.createTime) > self.timeout {
toRemove = append(toRemove, v)
}
}
self.lock.Unlock()
for _, work := range toRemove {
pfxlog.Logger().WithField("label", work.label).
WithField("duration", time.Since(work.createTime)).
Error("rate limit work expired")
work.Backoff()
}
}
type adaptiveRateLimitTrackerWork struct {
id string
limiter *adaptiveRateLimitTracker
queuePosition int32
createTime time.Time
completed atomic.Bool
label string
}
func (self *adaptiveRateLimitTrackerWork) Success() {
if self.completed.CompareAndSwap(false, true) {
pfxlog.Logger().WithField("label", self.label).
WithField("duration", time.Since(self.createTime)).
Info("success")
self.limiter.success(self)
}
}
func (self *adaptiveRateLimitTrackerWork) Backoff() {
if self.completed.CompareAndSwap(false, true) {
pfxlog.Logger().WithField("label", self.label).
WithField("duration", time.Since(self.createTime)).
Info("backoff")
self.limiter.backoff(self)
}
}
func (self *adaptiveRateLimitTrackerWork) Failed() {
if self.completed.CompareAndSwap(false, true) {
pfxlog.Logger().WithField("label", self.label).
WithField("duration", time.Since(self.createTime)).
Info("failed")
self.limiter.complete(self)
}
}