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Prototype of a rate-limiter intended to favor workflows getting history over polling for new workflows.
This is to address an explosion of GetWorkflowExecutionHistory requests in one of our internal domains. "Explosion" to the tune of: normally a couple hundred per second, but during this issue we saw up to ~100,000/s. A larger description will come after I get some more sleep, but the quick and dirty summary is: - they had many "live" workflows - they started to build up a decision-schedule queue - slowing them down - overloading caches, causing a lot of un-cached decisions - ... leading to a lot of history iterators in new workflows looping, trying to load history, and getting ratelimited... - ... causing more to loop and try to load history... - ... slowing things down further and making it worse. Decision tasks were regularly >10 minutes, just trying to load history. So this is an attempt to prevent that from happening. It's not yet complete, just contains the limiter I'm planning, and tests.
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lines changed

3 files changed

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lines changed

internal/internal_worker_base.go

+5-1
Original file line numberDiff line numberDiff line change
@@ -37,6 +37,7 @@ import (
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"go.uber.org/cadence/internal/common/backoff"
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"go.uber.org/cadence/internal/common/metrics"
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"go.uber.org/cadence/internal/common/util"
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"go.uber.org/cadence/internal/pahlimiter"
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"go.uber.org/zap"
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"go.uber.org/zap/zapcore"
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"golang.org/x/time/rate"
@@ -137,6 +138,8 @@ type (
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pollerAutoScaler *pollerAutoScaler
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taskQueueCh chan interface{}
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sessionTokenBucket *sessionTokenBucket
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pollAndHistoryLimiter pahlimiter.PollAndHistoryLimiter
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}
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polledTask struct {
@@ -288,8 +291,9 @@ func (bw *baseWorker) pollTask() {
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}
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}
290293

291-
bw.retrier.Throttle()
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bw.retrier.Throttle() // sleeps if retry policy determines it should sleep after failures
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if bw.pollLimiter == nil || bw.pollLimiter.Wait(bw.limiterContext) == nil {
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// TODO: block here on a shared semaphore with history-loading?
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task, err = bw.options.taskWorker.PollTask()
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if err != nil && enableVerboseLogging {
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bw.logger.Debug("Failed to poll for task.", zap.Error(err))

internal/pahlimiter/limiter.go

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Original file line numberDiff line numberDiff line change
@@ -0,0 +1,305 @@
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// Package pahlimiter contains a PollAndHistoryLimiter, used to share resources between polls and history loading,
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// to prevent flooding the server with history requests that will not complete in a reasonable time.
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package pahlimiter
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import (
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"context"
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"errors"
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"sync"
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)
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type (
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// PollAndHistoryLimiter defines an interface used to share request resources between pollers and history iterator
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// funcs, to prevent unsustainable growth of history-loading requests.
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//
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// this is intended to be used with other poller limiters and retry backoffs, not on its own.
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//
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// implementations include:
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// - NewUnlimited (historical behavior, a noop)
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// - NewHistoryLimited (limits history requests, does not limit polls)
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// - NewWeighted (history requests "consume" poll requests, and can reduce or stop polls)
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PollAndHistoryLimiter interface {
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// Poll will try to acquire a poll resource,
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// blocking until it succeeds or the context is canceled.
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//
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// The done func will release the resource - it will always be returned and can be called multiple times,
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// only the first will have an effect.
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// TODO: see if this is necessary... but it's easy and safe.
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Poll(context.Context) (ok bool, done func())
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// GetHistory will try to acquire a history-downloading resource,
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// blocking until it succeeds or the context is canceled.
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//
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// The done func will release the resource - it will always be returned and can be called multiple times,
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// only the first will have an effect.
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// TODO: see if this is necessary... but it's easy and safe.
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GetHistory(context.Context) (ok bool, done func())
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// Close will clean up any resources, call at worker shutdown.
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// This blocks until they are cleaned up.
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Close()
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}
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unlimited struct{}
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history struct {
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tokens chan struct{} // sized at startup
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}
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weighted struct {
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stopOnce sync.Once
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// close to clean up resources
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stop chan struct{}
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// closed when cleaned up
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stopped chan struct{}
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// used to signal history requests starting and stopping
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historyStart, historyDone chan struct{}
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// used to signal poll requests starting and stopping
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pollStart, pollDone chan struct{}
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}
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)
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var _ PollAndHistoryLimiter = (*unlimited)(nil)
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var _ PollAndHistoryLimiter = (*history)(nil)
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var _ PollAndHistoryLimiter = (*weighted)(nil)
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// NewUnlimited creates a new "unlimited" poll-and-history limiter, which does not constrain either operation.
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// This is the default, historical behavior.
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func NewUnlimited() (PollAndHistoryLimiter, error) {
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return (*unlimited)(nil), nil
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}
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func (*unlimited) Poll(_ context.Context) (ok bool, done func()) { return true, func() {} }
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func (*unlimited) GetHistory(_ context.Context) (ok bool, done func()) { return true, func() {} }
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func (*unlimited) Close() {}
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// NewHistoryLimited creates a simple limiter, which allows a specified number of concurrent history requests,
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// and does not limit polls at all.
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//
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// This implementation is NOT expected to be used widely, but it exists as a trivially-safe fallback implementation
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// that will still behave better than the historical default.
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//
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// This is very simple and should be sufficient to stop request floods during rate-limiting with many pending decision
81+
// tasks, but seems likely to allow too many workflows to *attempt* to make progress on a host, starving progress
82+
// when the sticky cache is higher than this size and leading to interrupted or timed out decision tasks.
83+
func NewHistoryLimited(concurrentHistoryRequests int) (PollAndHistoryLimiter, error) {
84+
l := &history{
85+
tokens: make(chan struct{}, concurrentHistoryRequests),
86+
}
87+
// fill the token buffer
88+
for i := 0; i < concurrentHistoryRequests; i++ {
89+
l.tokens <- struct{}{}
90+
}
91+
return l, nil
92+
}
93+
94+
func (p *history) Poll(_ context.Context) (ok bool, done func()) { return true, func() {} }
95+
func (p *history) Close() {}
96+
func (p *history) GetHistory(ctx context.Context) (ok bool, done func()) {
97+
select {
98+
case <-p.tokens:
99+
var once sync.Once
100+
return true, func() {
101+
once.Do(func() {
102+
p.tokens <- struct{}{}
103+
})
104+
}
105+
case <-ctx.Done():
106+
return false, func() {} // canceled, nothing to release
107+
}
108+
}
109+
110+
// NewWeighted creates a new "weighted" poll-and-handler limiter, which shares resources between history requests
111+
// and polls.
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//
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// Each running poll or history request consumes its weight in total available (capped at max) resources, and one
114+
// request type is allowed to reduce resources for or starve the other completely.
115+
//
116+
// Since this runs "inside" other poller limiting, having equal or lesser poll-resources than the poller limiter
117+
// will allow history requests to block polls... and if history weights are lower, they can perpetually starve polls
118+
// by not releasing enough resources.
119+
//
120+
// **This is intended behavior**, as it can be used to cause a heavily-history-loading worker to stop pulling more
121+
// workflows that may also need their history loaded, until some resources free up.
122+
//
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// ---
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//
125+
// The reverse situation, where history resources cannot prevent polls, may lead to some undesirable behavior.
126+
// Continually adding workflows while not allowing them to pull history degrades to NewHistoryLimited behavior:
127+
// it is easily possible to have hundreds or thousands of workflows trying to load history, but few or none of them
128+
// are allowed through this limiter to actually perform that request.
129+
//
130+
// In this situation it will still limit the number of actual concurrent requests to load history, but with a very
131+
// large increase in complexity. If you want this, strongly consider just using NewHistoryLimited.
132+
//
133+
// ---
134+
//
135+
// All that said: this is NOT built to be a reliable blocker of polls for at least two reasons:
136+
// - History iterators do not hold their resources between loading (and executing) pages of history, causing a gap
137+
// where a poller could claim resources despite the service being "too busy" loading history from a human's view.
138+
// - History iterators race with polls. If enough resources are available and both possibilities can be satisfied,
139+
// Go chooses fairly between them.
140+
//
141+
// To reduce the chance of this happening, keep history weights relatively small compared to polls, so many concurrent
142+
// workflows loading history will be unlikely to free up enough resources for a poll to occur.
143+
func NewWeighted(pollRequestWeight, historyRequestWeight, maxResources int) (PollAndHistoryLimiter, error) {
144+
if historyRequestWeight > maxResources || pollRequestWeight > maxResources {
145+
return nil, errors.New("weights must be less than max resources, or no requests can be sent")
146+
}
147+
148+
l := &weighted{
149+
stopOnce: sync.Once{},
150+
stop: make(chan struct{}),
151+
stopped: make(chan struct{}),
152+
historyStart: make(chan struct{}),
153+
historyDone: make(chan struct{}),
154+
pollStart: make(chan struct{}),
155+
pollDone: make(chan struct{}),
156+
}
157+
l.init(pollRequestWeight, historyRequestWeight, maxResources)
158+
return l, nil
159+
}
160+
161+
func (p *weighted) init(pollRequestWeight, historyRequestWeight, maxResources int) {
162+
// mutated only by the actor goroutine
163+
available := maxResources
164+
165+
// start an actor-goroutine to simplify concurrency logic with many possibilities at any time.
166+
// all logic is decided single-threaded, run by this goroutine, and every operation (except stop) is blocking.
167+
//
168+
// this actor only sends to history/poll channels.
169+
// modifying functions only read from them.
170+
// both read from "stop" and "stopped".
171+
//
172+
// - by reading from a channel, the caller has successfully acquired or released resources, and it can immediately proceed.
173+
// - by sending on a channel, this actor has observed that resources are changed, and it must update its state.
174+
// - by closing `p.stop`, this limiter will stop reading from channels.
175+
// - ALL channel operations (except stop) will block forever.
176+
// - this means "xDone" resource-releasing must also read from `p.stop`.
177+
// - because `p.stop` races with other channel operations, stop DOES NOT guarantee no further polls will start,
178+
// even on the same goroutine, until `Close()` returns.
179+
// - this is one reason why `Close()` waits for the actor to exit. without it, you do not have sequential
180+
// logic guarantees.
181+
// - you can `Close()` any number of times from any goroutines, all calls will wait for the actor to stop.
182+
//
183+
// all operations are "fast", and it must remain this way.
184+
// callers block while waiting on this actor, including when releasing resources.
185+
go func() {
186+
defer func() { close(p.stopped) }()
187+
for {
188+
// every branch must:
189+
// 1. read from `p.stop`, so this limiter can be stopped.
190+
// 2. write to "done" chans, so resources can be freed.
191+
// 3. optionally write to "start" chans, so resources can be acquired
192+
//
193+
// doing otherwise for any reason risks deadlocks or invalid resource values.
194+
195+
if available >= pollRequestWeight && available >= historyRequestWeight {
196+
// resources available for either == wait for either
197+
select {
198+
case <-p.stop:
199+
return
200+
201+
case p.historyStart <- struct{}{}:
202+
available -= historyRequestWeight
203+
case p.pollStart <- struct{}{}:
204+
available -= pollRequestWeight
205+
206+
case p.historyDone <- struct{}{}:
207+
available += historyRequestWeight
208+
case p.pollDone <- struct{}{}:
209+
available += pollRequestWeight
210+
}
211+
} else if available >= pollRequestWeight && available < historyRequestWeight {
212+
// only poll resources available
213+
select {
214+
case <-p.stop:
215+
return
216+
217+
// case p.historyStart <- struct{}{}: // insufficient resources
218+
case p.pollStart <- struct{}{}:
219+
available -= pollRequestWeight
220+
221+
case p.historyDone <- struct{}{}:
222+
available += historyRequestWeight
223+
case p.pollDone <- struct{}{}:
224+
available += pollRequestWeight
225+
}
226+
} else if available < pollRequestWeight && available >= historyRequestWeight {
227+
// only history resources available
228+
select {
229+
case <-p.stop:
230+
return
231+
232+
case p.historyStart <- struct{}{}:
233+
available -= historyRequestWeight
234+
// case p.pollStart <- struct{}{}: // insufficient resources
235+
236+
case p.historyDone <- struct{}{}:
237+
available += historyRequestWeight
238+
case p.pollDone <- struct{}{}:
239+
available += pollRequestWeight
240+
}
241+
} else {
242+
// no resources for either, wait for something to finish
243+
select {
244+
case <-p.stop:
245+
return
246+
247+
// case p.historyStart <- struct{}{}: // insufficient resources
248+
// case p.pollStart <- struct{}{}: // insufficient resources
249+
250+
case p.historyDone <- struct{}{}:
251+
available += historyRequestWeight
252+
case p.pollDone <- struct{}{}:
253+
available += pollRequestWeight
254+
}
255+
}
256+
}
257+
}()
258+
}
259+
260+
func (p *weighted) Close() {
261+
p.stopOnce.Do(func() {
262+
close(p.stop)
263+
})
264+
<-p.stopped
265+
}
266+
267+
func (p *weighted) Poll(ctx context.Context) (ok bool, done func()) {
268+
select {
269+
case <-ctx.Done():
270+
return false, func() {} // canceled
271+
case <-p.stop:
272+
return false, func() {} // shutting down
273+
case <-p.pollStart:
274+
// resource acquired
275+
var once sync.Once
276+
return true, func() {
277+
once.Do(func() {
278+
select {
279+
case <-p.pollDone: // released
280+
case <-p.stop: // shutting down
281+
}
282+
})
283+
}
284+
}
285+
}
286+
287+
func (p *weighted) GetHistory(ctx context.Context) (ok bool, done func()) {
288+
select {
289+
case <-ctx.Done():
290+
return false, func() {} // canceled
291+
case <-p.stop:
292+
return false, func() {} // shutting down
293+
case <-p.historyStart:
294+
// resource acquired
295+
var once sync.Once
296+
return true, func() {
297+
once.Do(func() {
298+
select {
299+
case <-p.historyDone: // released
300+
case <-p.stop: // shutting down
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}
302+
})
303+
}
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}
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}

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