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periodic.go
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periodic.go
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// Copyright 2017 Istio Authors
//
// 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
//
// http://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 periodic for fortio (from greek for load) is a set of utilities to
// run a given task at a target rate (qps) and gather statistics - for instance
// http requests.
//
// The main executable using the library is fortio but there
// is also ../histogram to use the stats from the command line and ../echosrv
// as a very light http server that can be used to test proxies etc like
// the Istio components.
package periodic // import "fortio.org/fortio/periodic"
import (
"fmt"
"io"
"math/rand"
"os"
"os/signal"
"runtime"
"sync"
"time"
"fortio.org/fortio/log"
"fortio.org/fortio/stats"
"fortio.org/fortio/version"
)
// DefaultRunnerOptions are the default values for options (do not mutate!).
// This is only useful for initializing flag default values.
// You do not need to use this directly, you can pass a newly created
// RunnerOptions and 0 valued fields will be reset to these defaults.
var DefaultRunnerOptions = RunnerOptions{
QPS: 8,
Duration: 5 * time.Second,
NumThreads: 4,
Percentiles: []float64{90.0},
Resolution: 0.001, // milliseconds
}
// Runnable are the function to run periodically.
type Runnable interface {
Run(tid int)
}
// MakeRunners creates an array of NumThreads identical Runnable instances.
// (for the (rare/test) cases where there is no unique state needed)
func (r *RunnerOptions) MakeRunners(rr Runnable) {
log.Infof("Making %d clone of %+v", r.NumThreads, rr)
if len(r.Runners) < r.NumThreads {
log.Infof("Resizing runners from %d to %d", len(r.Runners), r.NumThreads)
r.Runners = make([]Runnable, r.NumThreads)
}
for i := 0; i < r.NumThreads; i++ {
r.Runners[i] = rr
}
}
// ReleaseRunners clear the runners state.
func (r *RunnerOptions) ReleaseRunners() {
for idx := range r.Runners {
r.Runners[idx] = nil
}
}
// Aborter is the object controlling Abort() of the runs.
type Aborter struct {
sync.Mutex
StopChan chan struct{}
}
// Abort signals all the go routine of this run to stop.
// Implemented by closing the shared channel. The lock is to make sure
// we close it exactly once to avoid go panic.
func (a *Aborter) Abort() {
a.Lock()
if a.StopChan != nil {
log.LogVf("Closing %v", a.StopChan)
close(a.StopChan)
a.StopChan = nil
}
a.Unlock()
}
// NewAborter makes a new Aborter and initialize its StopChan.
// The pointer should be shared. The structure is NoCopy.
func NewAborter() *Aborter {
return &Aborter{StopChan: make(chan struct{}, 1)}
}
// RunnerOptions are the parameters to the PeriodicRunner.
type RunnerOptions struct {
// Type of run (to be copied into results)
RunType string
// Array of objects to run in each thread (use MakeRunners() to clone the same one)
Runners []Runnable
// At which (target) rate to run the Runners across NumThreads.
QPS float64
// How long to run the test for. Unless Exactly is specified.
Duration time.Duration
// Note that this actually maps to gorountines and not actual threads
// but threads seems like a more familiar name to use for non go users
// and in a benchmarking context
NumThreads int
Percentiles []float64
Resolution float64
// Where to write the textual version of the results, defaults to stdout
Out io.Writer
// Extra data to be copied back to the results (to be saved/JSON serialized)
Labels string
// Aborter to interrupt a run. Will be created if not set/left nil. Or you
// can pass your own. It is very important this is a pointer and not a field
// as RunnerOptions themselves get copied while the channel and lock must
// stay unique (per run).
Stop *Aborter
// Mode where an exact number of iterations is requested. Default (0) is
// to not use that mode. If specified Duration is not used.
Exactly int64
// When multiple clients are used to generate requests, they tend to send
// requests very close to one another, causing a thundering herd problem
// Enabling jitter (+/-10%) allows these requests to be de-synchronized
// When enabled, it is only effective in the '-qps' mode
Jitter bool
}
// RunnerResults encapsulates the actual QPS observed and duration histogram.
type RunnerResults struct {
RunType string
Labels string
StartTime time.Time
RequestedQPS string
RequestedDuration string // String version of the requested duration or exact count
ActualQPS float64
ActualDuration time.Duration
NumThreads int
Version string
DurationHistogram *stats.HistogramData
Exactly int64 // Echo back the requested count
Jitter bool
}
// HasRunnerResult is the interface implictly implemented by HTTPRunnerResults
// and GrpcRunnerResults so the common results can ge extracted irrespective
// of the type.
type HasRunnerResult interface {
Result() *RunnerResults
}
// Result returns the common RunnerResults.
func (r *RunnerResults) Result() *RunnerResults {
return r
}
// PeriodicRunner let's you exercise the Function at the given QPS and collect
// statistics and histogram about the run.
type PeriodicRunner interface { // nolint: golint
// Starts the run. Returns actual QPS and Histogram of function durations.
Run() RunnerResults
// Returns the options normalized by constructor - do not mutate
// (where is const when you need it...)
Options() *RunnerOptions
}
// Unexposed implementation details for PeriodicRunner.
type periodicRunner struct {
RunnerOptions
}
var (
gAbortChan chan os.Signal
gOutstandingRuns int64
gAbortMutex sync.Mutex
)
// Normalize initializes and normalizes the runner options. In particular it sets
// up the channel that can be used to interrupt the run later.
// Once Normalize is called, if Run() is skipped, Abort() must be called to
// cleanup the watchers.
func (r *RunnerOptions) Normalize() {
if r.QPS == 0 {
r.QPS = DefaultRunnerOptions.QPS
} else if r.QPS < 0 {
log.LogVf("Negative qps %f means max speed mode/no wait between calls", r.QPS)
r.QPS = -1
}
if r.Out == nil {
r.Out = os.Stdout
}
if r.NumThreads == 0 {
r.NumThreads = DefaultRunnerOptions.NumThreads
}
if r.NumThreads < 1 {
r.NumThreads = 1
}
if r.Percentiles == nil {
r.Percentiles = make([]float64, len(DefaultRunnerOptions.Percentiles))
copy(r.Percentiles, DefaultRunnerOptions.Percentiles)
}
if r.Resolution <= 0 {
r.Resolution = DefaultRunnerOptions.Resolution
}
if r.Duration == 0 {
r.Duration = DefaultRunnerOptions.Duration
}
if r.Runners == nil {
r.Runners = make([]Runnable, r.NumThreads)
}
if r.Stop == nil {
r.Stop = NewAborter()
runnerChan := r.Stop.StopChan // need a copy to not race with assignement to nil
go func() {
gAbortMutex.Lock()
gOutstandingRuns++
n := gOutstandingRuns
if gAbortChan == nil {
log.LogVf("WATCHER %d First outstanding run starting, catching signal", n)
gAbortChan = make(chan os.Signal, 1)
signal.Notify(gAbortChan, os.Interrupt)
}
abortChan := gAbortChan
gAbortMutex.Unlock()
log.LogVf("WATCHER %d starting new watcher for signal! chan g %v r %v (%d)", n, abortChan, runnerChan, runtime.NumGoroutine())
select {
case _, ok := <-abortChan:
log.LogVf("WATCHER %d got interrupt signal! %v", n, ok)
if ok {
gAbortMutex.Lock()
if gAbortChan != nil {
log.LogVf("WATCHER %d closing %v to notify all", n, gAbortChan)
close(gAbortChan)
gAbortChan = nil
}
gAbortMutex.Unlock()
}
r.Abort()
case <-runnerChan:
log.LogVf("WATCHER %d r.Stop readable", n)
// nothing to do, stop happened
}
log.LogVf("WATCHER %d End of go routine", n)
gAbortMutex.Lock()
gOutstandingRuns--
if gOutstandingRuns == 0 {
log.LogVf("WATCHER %d Last watcher: resetting signal handler", n)
gAbortChan = nil
signal.Reset(os.Interrupt)
} else {
log.LogVf("WATCHER %d isn't the last one, %d left", n, gOutstandingRuns)
}
gAbortMutex.Unlock()
}()
}
}
// Abort safely aborts the run by closing the channel and resetting that channel
// to nil under lock so it can be called multiple times and not create panic for
// already closed channel.
func (r *RunnerOptions) Abort() {
log.LogVf("Abort called for %p %+v", r, r)
if r.Stop != nil {
r.Stop.Abort()
}
}
// internal version, returning the concrete implementation. logical std::move
func newPeriodicRunner(opts *RunnerOptions) *periodicRunner {
r := &periodicRunner{*opts} // by default just copy the input params
opts.ReleaseRunners()
opts.Stop = nil
r.Normalize()
return r
}
// NewPeriodicRunner constructs a runner from input parameters/options.
// The options will be moved and normalized to the returned object, do
// not use the original options after this call, call Options() instead.
// Abort() must be called if Run() is not called.
func NewPeriodicRunner(params *RunnerOptions) PeriodicRunner {
return newPeriodicRunner(params)
}
// Options returns the options pointer.
func (r *periodicRunner) Options() *RunnerOptions {
return &r.RunnerOptions // sort of returning this here
}
// Run starts the runner.
func (r *periodicRunner) Run() RunnerResults {
r.Stop.Lock()
runnerChan := r.Stop.StopChan // need a copy to not race with assignement to nil
r.Stop.Unlock()
useQPS := (r.QPS > 0)
// r.Duration will be 0 if endless flag has been provided. Otherwise it will have the provided duration time.
hasDuration := (r.Duration > 0)
// r.Exactly is > 0 if we use Exactly iterations instead of the duration.
useExactly := (r.Exactly > 0)
var numCalls int64
var leftOver int64 // left over from r.Exactly / numThreads
requestedQPS := "max"
requestedDuration := "until stop"
if useQPS {
requestedQPS = fmt.Sprintf("%.9g", r.QPS)
if hasDuration || useExactly {
requestedDuration = fmt.Sprint(r.Duration)
numCalls = int64(r.QPS * r.Duration.Seconds())
if useExactly {
numCalls = r.Exactly
requestedDuration = fmt.Sprintf("exactly %d calls", numCalls)
}
if numCalls < 2 {
log.Warnf("Increasing the number of calls to the minimum of 2 with 1 thread. total duration will increase")
numCalls = 2
r.NumThreads = 1
}
if int64(2*r.NumThreads) > numCalls {
newN := int(numCalls / 2)
log.Warnf("Lowering number of threads - total call %d -> lowering from %d to %d threads", numCalls, r.NumThreads, newN)
r.NumThreads = newN
}
numCalls /= int64(r.NumThreads)
totalCalls := numCalls * int64(r.NumThreads)
if useExactly {
leftOver = r.Exactly - totalCalls
if log.Log(log.Warning) {
// nolint: gas
_, _ = fmt.Fprintf(r.Out, "Starting at %g qps with %d thread(s) [gomax %d] : exactly %d, %d calls each (total %d + %d)\n",
r.QPS, r.NumThreads, runtime.GOMAXPROCS(0), r.Exactly, numCalls, totalCalls, leftOver)
}
} else {
if log.Log(log.Warning) {
// nolint: gas
_, _ = fmt.Fprintf(r.Out, "Starting at %g qps with %d thread(s) [gomax %d] for %v : %d calls each (total %d)\n",
r.QPS, r.NumThreads, runtime.GOMAXPROCS(0), r.Duration, numCalls, totalCalls)
}
}
} else {
// Always print that as we need ^C to interrupt, in that case the user need to notice
// nolint: gas
_, _ = fmt.Fprintf(r.Out, "Starting at %g qps with %d thread(s) [gomax %d] until interrupted\n",
r.QPS, r.NumThreads, runtime.GOMAXPROCS(0))
numCalls = 0
}
} else {
if !useExactly && !hasDuration {
// Always log something when waiting for ^C
// nolint: gas
_, _ = fmt.Fprintf(r.Out, "Starting at max qps with %d thread(s) [gomax %d] until interrupted\n",
r.NumThreads, runtime.GOMAXPROCS(0))
} else {
if log.Log(log.Warning) {
// nolint: gas
_, _ = fmt.Fprintf(r.Out, "Starting at max qps with %d thread(s) [gomax %d] ",
r.NumThreads, runtime.GOMAXPROCS(0))
}
if useExactly {
requestedDuration = fmt.Sprintf("exactly %d calls", r.Exactly)
numCalls = r.Exactly / int64(r.NumThreads)
leftOver = r.Exactly % int64(r.NumThreads)
if log.Log(log.Warning) {
// nolint: gas
_, _ = fmt.Fprintf(r.Out, "for %s (%d per thread + %d)\n", requestedDuration, numCalls, leftOver)
}
} else {
requestedDuration = fmt.Sprint(r.Duration)
if log.Log(log.Warning) {
// nolint: gas
_, _ = fmt.Fprintf(r.Out, "for %s\n", requestedDuration)
}
}
}
}
runnersLen := len(r.Runners)
if runnersLen == 0 {
log.Fatalf("Empty runners array !")
}
if r.NumThreads > runnersLen {
r.MakeRunners(r.Runners[0])
log.Warnf("Context array was of %d len, replacing with %d clone of first one", runnersLen, len(r.Runners))
}
start := time.Now()
// Histogram and stats for Function duration - millisecond precision
functionDuration := stats.NewHistogram(0, r.Resolution)
// Histogram and stats for Sleep time (negative offset to capture <0 sleep in their own bucket):
sleepTime := stats.NewHistogram(-0.001, 0.001)
if r.NumThreads <= 1 {
log.LogVf("Running single threaded")
runOne(0, runnerChan, functionDuration, sleepTime, numCalls+leftOver, start, r)
} else {
var wg sync.WaitGroup
var fDs []*stats.Histogram
var sDs []*stats.Histogram
for t := 0; t < r.NumThreads; t++ {
durP := functionDuration.Clone()
sleepP := sleepTime.Clone()
fDs = append(fDs, durP)
sDs = append(sDs, sleepP)
wg.Add(1)
thisNumCalls := numCalls
if (leftOver > 0) && (t == 0) {
// The first thread gets to do the additional work
thisNumCalls += leftOver
}
go func(t int, durP *stats.Histogram, sleepP *stats.Histogram) {
runOne(t, runnerChan, durP, sleepP, thisNumCalls, start, r)
wg.Done()
}(t, durP, sleepP)
}
wg.Wait()
for t := 0; t < r.NumThreads; t++ {
functionDuration.Transfer(fDs[t])
sleepTime.Transfer(sDs[t])
}
}
elapsed := time.Since(start)
actualQPS := float64(functionDuration.Count) / elapsed.Seconds()
if log.Log(log.Warning) {
// nolint: gas
_, _ = fmt.Fprintf(r.Out, "Ended after %v : %d calls. qps=%.5g\n", elapsed, functionDuration.Count, actualQPS)
}
if useQPS {
percentNegative := 100. * float64(sleepTime.Hdata[0]) / float64(sleepTime.Count)
// Somewhat arbitrary percentage of time the sleep was behind so we
// may want to know more about the distribution of sleep time and warn the
// user.
if percentNegative > 5 {
sleepTime.Print(r.Out, "Aggregated Sleep Time", []float64{50})
_, _ = fmt.Fprintf(r.Out, "WARNING %.2f%% of sleep were falling behind\n", percentNegative) // nolint: gas
} else {
if log.Log(log.Verbose) {
sleepTime.Print(r.Out, "Aggregated Sleep Time", []float64{50})
} else if log.Log(log.Warning) {
sleepTime.Counter.Print(r.Out, "Sleep times")
}
}
}
actualCount := functionDuration.Count
if useExactly && actualCount != r.Exactly {
requestedDuration += fmt.Sprintf(", interrupted after %d", actualCount)
}
result := RunnerResults{r.RunType, r.Labels, start, requestedQPS, requestedDuration,
actualQPS, elapsed, r.NumThreads, version.Short(), functionDuration.Export().CalcPercentiles(r.Percentiles), r.Exactly, r.Jitter}
if log.Log(log.Warning) {
result.DurationHistogram.Print(r.Out, "Aggregated Function Time")
} else {
functionDuration.Counter.Print(r.Out, "Aggregated Function Time")
for _, p := range result.DurationHistogram.Percentiles {
_, _ = fmt.Fprintf(r.Out, "# target %g%% %.6g\n", p.Percentile, p.Value) // nolint: gas
}
}
select {
case <-runnerChan: // nothing
log.LogVf("RUNNER r.Stop already closed")
default:
log.LogVf("RUNNER r.Stop not already closed, closing")
r.Abort()
}
return result
}
// runOne runs in 1 go routine.
func runOne(id int, runnerChan chan struct{},
funcTimes *stats.Histogram, sleepTimes *stats.Histogram, numCalls int64, start time.Time, r *periodicRunner) {
var i int64
endTime := start.Add(r.Duration)
tIDStr := fmt.Sprintf("T%03d", id)
perThreadQPS := r.QPS / float64(r.NumThreads)
useQPS := (perThreadQPS > 0)
hasDuration := (r.Duration > 0)
useExactly := (r.Exactly > 0)
f := r.Runners[id]
MainLoop:
for {
fStart := time.Now()
if !useExactly && (hasDuration && fStart.After(endTime)) {
if !useQPS {
// max speed test reached end:
break
}
// QPS mode:
// Do least 2 iterations, and the last one before bailing because of time
if (i >= 2) && (i != numCalls-1) {
log.Warnf("%s warning only did %d out of %d calls before reaching %v", tIDStr, i, numCalls, r.Duration)
break
}
}
f.Run(id)
funcTimes.Record(time.Since(fStart).Seconds())
i++
// if using QPS / pre calc expected call # mode:
if useQPS {
if (useExactly || hasDuration) && i >= numCalls {
break // expected exit for that mode
}
elapsed := time.Since(start)
var targetElapsedInSec float64
if hasDuration {
// This next line is tricky - such as for 2s duration and 1qps there is 1
// sleep of 2s between the 2 calls and for 3qps in 1sec 2 sleep of 1/2s etc
targetElapsedInSec = (float64(i) + float64(i)/float64(numCalls-1)) / perThreadQPS
} else {
// Calculate the target elapsed when in endless execution
targetElapsedInSec = float64(i) / perThreadQPS
}
targetElapsedDuration := time.Duration(int64(targetElapsedInSec * 1e9))
sleepDuration := targetElapsedDuration - elapsed
if r.Jitter {
sleepDuration += getJitter(sleepDuration)
}
log.Debugf("%s target next dur %v - sleep %v", tIDStr, targetElapsedDuration, sleepDuration)
sleepTimes.Record(sleepDuration.Seconds())
select {
case <-runnerChan:
break MainLoop
case <-time.After(sleepDuration):
// continue normal execution
}
} else { // Not using QPS
if useExactly && i >= numCalls {
break
}
select {
case <-runnerChan:
break MainLoop
default:
// continue to the next iteration
}
}
}
elapsed := time.Since(start)
actualQPS := float64(i) / elapsed.Seconds()
log.Infof("%s ended after %v : %d calls. qps=%g", tIDStr, elapsed, i, actualQPS)
if (numCalls > 0) && log.Log(log.Verbose) {
funcTimes.Log(tIDStr+" Function duration", []float64{99})
if log.Log(log.Debug) {
sleepTimes.Log(tIDStr+" Sleep time", []float64{50})
} else {
sleepTimes.Counter.Log(tIDStr + " Sleep time")
}
}
}
func formatDate(d *time.Time) string {
return fmt.Sprintf("%d-%02d-%02d-%02d%02d%02d", d.Year(), d.Month(), d.Day(),
d.Hour(), d.Minute(), d.Second())
}
// getJitter returns a jitter time that is (+/-)10% of the duration t if t is >0
func getJitter(t time.Duration) time.Duration {
if t <= 0 {
return time.Duration(0)
}
i := int64(t / 10)
j := rand.Int63n(2*i) - i
return time.Duration(j)
}
// ID Returns an id for the result: 64 bytes YYYY-MM-DD-HHmmSS_{alpha_labels}
// where alpha_labels is the filtered labels with only alphanumeric characters
// and all non alpha num replaced by _; truncated to 64 bytes.
func (r *RunnerResults) ID() string {
base := formatDate(&r.StartTime)
if r.Labels == "" {
return base
}
last := '_'
base += string(last)
for _, rune := range r.Labels {
if (rune >= 'a' && rune <= 'z') || (rune >= 'A' && rune <= 'Z') || (rune >= '0' && rune <= '9') {
last = rune
} else {
if last == '_' {
continue // only 1 _ separator at a time
}
last = '_'
}
base += string(last)
}
if last == '_' {
base = base[:len(base)-1]
}
if len(base) > 64 {
return base[:64]
}
return base
}