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reporter.go
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// Copyright (c) 2018 Uber Technologies, Inc.
//
// Permission is hereby granted, free of charge, to any person obtaining a copy
// of this software and associated documentation files (the "Software"), to deal
// in the Software without restriction, including without limitation the rights
// to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
// copies of the Software, and to permit persons to whom the Software is
// furnished to do so, subject to the following conditions:
//
// The above copyright notice and this permission notice shall be included in
// all copies or substantial portions of the Software.
//
// THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
// IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
// FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
// AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
// LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
// OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
// THE SOFTWARE.
package prometheus
import (
"errors"
"net/http"
"sync"
"time"
"github.com/uber-go/tally"
prom "github.com/m3db/prometheus_client_golang/prometheus"
"github.com/m3db/prometheus_client_golang/prometheus/promhttp"
)
const (
// DefaultSeparator is the default separator that should be used with
// a tally scope for a prometheus reporter.
DefaultSeparator = "_"
)
var (
errUnknownTimerType = errors.New("unknown metric timer type")
ms = float64(time.Millisecond) / float64(time.Second)
)
// DefaultHistogramBuckets is the default histogram buckets used when
// creating a new Histogram in the prometheus registry.
// See: https://godoc.org/github.com/prometheus/client_golang/prometheus#HistogramOpts
func DefaultHistogramBuckets() []float64 {
return []float64{
ms,
2 * ms,
5 * ms,
10 * ms,
20 * ms,
50 * ms,
100 * ms,
200 * ms,
500 * ms,
1000 * ms,
2000 * ms,
5000 * ms,
10000 * ms,
}
}
// DefaultSummaryObjectives is the default objectives used when
// creating a new Summary in the prometheus registry.
// See: https://godoc.org/github.com/prometheus/client_golang/prometheus#SummaryOpts
func DefaultSummaryObjectives() map[float64]float64 {
return map[float64]float64{
0.5: 0.01,
0.75: 0.001,
0.95: 0.001,
0.99: 0.001,
0.999: 0.0001,
}
}
// Reporter is a Prometheus backed tally reporter.
type Reporter interface {
tally.CachedStatsReporter
// HTTPHandler provides the Prometheus HTTP scrape handler.
HTTPHandler() http.Handler
// RegisterCounter is a helper method to initialize a counter
// in the Prometheus backend with a given help text.
// If not called explicitly, the Reporter will create one for
// you on first use, with a not super helpful HELP string.
RegisterCounter(
name string,
tagKeys []string,
desc string,
) (*prom.CounterVec, error)
// RegisterGauge is a helper method to initialize a gauge
// in the prometheus backend with a given help text.
// If not called explicitly, the Reporter will create one for
// you on first use, with a not super helpful HELP string.
RegisterGauge(
name string,
tagKeys []string,
desc string,
) (*prom.GaugeVec, error)
// RegisterTimer is a helper method to initialize a timer
// summary or histogram vector in the prometheus backend
// with a given help text.
// If not called explicitly, the Reporter will create one for
// you on first use, with a not super helpful HELP string.
// You may pass opts as nil to get the default timer type
// and objectives/buckets.
// You may also pass objectives/buckets as nil in opts to
// get the default objectives/buckets for the specified
// timer type.
RegisterTimer(
name string,
tagKeys []string,
desc string,
opts *RegisterTimerOptions,
) (TimerUnion, error)
}
// RegisterTimerOptions provides options when registering a timer on demand.
// By default you can pass nil for the options to get the reporter defaults.
type RegisterTimerOptions struct {
TimerType TimerType
HistogramBuckets []float64
SummaryObjectives map[float64]float64
}
// TimerUnion is a representation of either a summary or a histogram
// described by the TimerType.
type TimerUnion struct {
TimerType TimerType
Histogram *prom.HistogramVec
Summary *prom.SummaryVec
}
type metricID string
type reporter struct {
sync.RWMutex
registerer prom.Registerer
timerType TimerType
objectives map[float64]float64
buckets []float64
onRegisterError func(e error)
counters map[metricID]*prom.CounterVec
gauges map[metricID]*prom.GaugeVec
timers map[metricID]*promTimerVec
histograms map[metricID]*prom.HistogramVec
}
type promTimerVec struct {
summary *prom.SummaryVec
histogram *prom.HistogramVec
}
type cachedMetric struct {
counter prom.Counter
gauge prom.Gauge
reportTimer func(d time.Duration)
histogram prom.Histogram
summary prom.Summary
}
func (m *cachedMetric) ReportCount(value int64) {
m.counter.Add(float64(value))
}
func (m *cachedMetric) ReportGauge(value float64) {
m.gauge.Set(value)
}
func (m *cachedMetric) ReportTimer(interval time.Duration) {
m.reportTimer(interval)
}
func (m *cachedMetric) reportTimerHistogram(interval time.Duration) {
m.histogram.Observe(float64(interval) / float64(time.Second))
}
func (m *cachedMetric) reportTimerSummary(interval time.Duration) {
m.summary.Observe(float64(interval) / float64(time.Second))
}
func (m *cachedMetric) ValueBucket(
bucketLowerBound, bucketUpperBound float64,
) tally.CachedHistogramBucket {
return cachedHistogramBucket{m, bucketUpperBound}
}
func (m *cachedMetric) DurationBucket(
bucketLowerBound, bucketUpperBound time.Duration,
) tally.CachedHistogramBucket {
upperBound := float64(bucketUpperBound) / float64(time.Second)
return cachedHistogramBucket{m, upperBound}
}
type cachedHistogramBucket struct {
metric *cachedMetric
upperBound float64
}
func (b cachedHistogramBucket) ReportSamples(value int64) {
for i := int64(0); i < value; i++ {
b.metric.histogram.Observe(b.upperBound)
}
}
type noopMetric struct{}
func (m noopMetric) ReportCount(value int64) {}
func (m noopMetric) ReportGauge(value float64) {}
func (m noopMetric) ReportTimer(interval time.Duration) {}
func (m noopMetric) ReportSamples(value int64) {}
func (m noopMetric) ValueBucket(lower, upper float64) tally.CachedHistogramBucket {
return m
}
func (m noopMetric) DurationBucket(lower, upper time.Duration) tally.CachedHistogramBucket {
return m
}
func (r *reporter) HTTPHandler() http.Handler {
return promhttp.Handler()
}
// TimerType describes a type of timer
type TimerType int
const (
// SummaryTimerType is a timer type that reports into a summary
SummaryTimerType TimerType = iota
// HistogramTimerType is a timer type that reports into a histogram
HistogramTimerType
)
// Options is a set of options for the tally reporter.
type Options struct {
// Registerer is the prometheus registerer to register
// metrics with. Use nil to specify the default registerer.
Registerer prom.Registerer
// DefaultTimerType is the default type timer type to create
// when using timers. It's default value is a summary timer type.
DefaultTimerType TimerType
// DefaultHistogramBuckets is the default histogram buckets
// to use. Use nil to specify the default histogram buckets.
DefaultHistogramBuckets []float64
// DefaultSummaryObjectives is the default summary objectives
// to use. Use nil to specify the default summary objectives.
DefaultSummaryObjectives map[float64]float64
// OnRegisterError defines a method to call to when registering
// a metric with the registerer fails. Use nil to specify
// to panic by default when registering fails.
OnRegisterError func(err error)
}
// NewReporter returns a new Reporter for Prometheus client backed metrics
// objectives is the objectives used when creating a new Summary histogram for Timers. See
// https://godoc.org/github.com/prometheus/client_golang/prometheus#SummaryOpts for more details.
func NewReporter(opts Options) Reporter {
if opts.Registerer == nil {
opts.Registerer = prom.DefaultRegisterer
}
if opts.DefaultHistogramBuckets == nil {
opts.DefaultHistogramBuckets = DefaultHistogramBuckets()
}
if opts.DefaultSummaryObjectives == nil {
opts.DefaultSummaryObjectives = DefaultSummaryObjectives()
}
if opts.OnRegisterError == nil {
opts.OnRegisterError = func(err error) {
panic(err)
}
}
return &reporter{
registerer: opts.Registerer,
timerType: opts.DefaultTimerType,
buckets: opts.DefaultHistogramBuckets,
objectives: opts.DefaultSummaryObjectives,
onRegisterError: opts.OnRegisterError,
counters: make(map[metricID]*prom.CounterVec),
gauges: make(map[metricID]*prom.GaugeVec),
timers: make(map[metricID]*promTimerVec),
}
}
func (r *reporter) RegisterCounter(
name string,
tagKeys []string,
desc string,
) (*prom.CounterVec, error) {
return r.counterVec(name, tagKeys, desc)
}
func (r *reporter) counterVec(
name string,
tagKeys []string,
desc string,
) (*prom.CounterVec, error) {
id := canonicalMetricID(name, tagKeys)
r.Lock()
defer r.Unlock()
if ctr, ok := r.counters[id]; ok {
return ctr, nil
}
ctr := prom.NewCounterVec(
prom.CounterOpts{
Name: name,
Help: desc,
},
tagKeys,
)
if err := r.registerer.Register(ctr); err != nil {
return nil, err
}
r.counters[id] = ctr
return ctr, nil
}
// AllocateCounter implements tally.CachedStatsReporter.
func (r *reporter) AllocateCounter(name string, tags map[string]string) tally.CachedCount {
tagKeys := keysFromMap(tags)
counterVec, err := r.counterVec(name, tagKeys, name+" counter")
if err != nil {
r.onRegisterError(err)
return noopMetric{}
}
return &cachedMetric{counter: counterVec.With(tags)}
}
func (r *reporter) RegisterGauge(
name string,
tagKeys []string,
desc string,
) (*prom.GaugeVec, error) {
return r.gaugeVec(name, tagKeys, desc)
}
func (r *reporter) gaugeVec(
name string,
tagKeys []string,
desc string,
) (*prom.GaugeVec, error) {
id := canonicalMetricID(name, tagKeys)
r.Lock()
defer r.Unlock()
if g, ok := r.gauges[id]; ok {
return g, nil
}
g := prom.NewGaugeVec(
prom.GaugeOpts{
Name: name,
Help: desc,
},
tagKeys,
)
if err := r.registerer.Register(g); err != nil {
return nil, err
}
r.gauges[id] = g
return g, nil
}
// AllocateGauge implements tally.CachedStatsReporter.
func (r *reporter) AllocateGauge(name string, tags map[string]string) tally.CachedGauge {
tagKeys := keysFromMap(tags)
gaugeVec, err := r.gaugeVec(name, tagKeys, name+" gauge")
if err != nil {
r.onRegisterError(err)
return noopMetric{}
}
return &cachedMetric{gauge: gaugeVec.With(tags)}
}
func (r *reporter) RegisterTimer(
name string,
tagKeys []string,
desc string,
opts *RegisterTimerOptions,
) (TimerUnion, error) {
timerType, buckets, objectives := r.timerConfig(opts)
switch timerType {
case HistogramTimerType:
h, err := r.histogramVec(name, tagKeys, desc, buckets)
return TimerUnion{TimerType: timerType, Histogram: h}, err
case SummaryTimerType:
s, err := r.summaryVec(name, tagKeys, desc, objectives)
return TimerUnion{TimerType: timerType, Summary: s}, err
}
return TimerUnion{}, errUnknownTimerType
}
func (r *reporter) timerConfig(
opts *RegisterTimerOptions,
) (
timerType TimerType,
buckets []float64,
objectives map[float64]float64,
) {
timerType = r.timerType
objectives = r.objectives
buckets = r.buckets
if opts != nil {
timerType = opts.TimerType
if opts.SummaryObjectives != nil {
objectives = opts.SummaryObjectives
}
if opts.HistogramBuckets != nil {
buckets = opts.HistogramBuckets
}
}
return
}
func (r *reporter) summaryVec(
name string,
tagKeys []string,
desc string,
objectives map[float64]float64,
) (*prom.SummaryVec, error) {
id := canonicalMetricID(name, tagKeys)
r.Lock()
defer r.Unlock()
if s, ok := r.timers[id]; ok {
return s.summary, nil
}
s := prom.NewSummaryVec(
prom.SummaryOpts{
Name: name,
Help: desc,
Objectives: objectives,
},
tagKeys,
)
if err := r.registerer.Register(s); err != nil {
return nil, err
}
r.timers[id] = &promTimerVec{summary: s}
return s, nil
}
func (r *reporter) histogramVec(
name string,
tagKeys []string,
desc string,
buckets []float64,
) (*prom.HistogramVec, error) {
id := canonicalMetricID(name, tagKeys)
r.Lock()
defer r.Unlock()
if h, ok := r.timers[id]; ok {
return h.histogram, nil
}
h := prom.NewHistogramVec(
prom.HistogramOpts{
Name: name,
Help: desc,
Buckets: buckets,
},
tagKeys,
)
if err := r.registerer.Register(h); err != nil {
return nil, err
}
r.timers[id] = &promTimerVec{histogram: h}
return h, nil
}
// AllocateTimer implements tally.CachedStatsReporter.
func (r *reporter) AllocateTimer(name string, tags map[string]string) tally.CachedTimer {
var (
timer tally.CachedTimer
err error
)
tagKeys := keysFromMap(tags)
timerType, buckets, objectives := r.timerConfig(nil)
switch timerType {
case HistogramTimerType:
var histogramVec *prom.HistogramVec
histogramVec, err = r.histogramVec(name, tagKeys, name+" histogram", buckets)
if err == nil {
t := &cachedMetric{histogram: histogramVec.With(tags)}
t.reportTimer = t.reportTimerHistogram
timer = t
}
case SummaryTimerType:
var summaryVec *prom.SummaryVec
summaryVec, err = r.summaryVec(name, tagKeys, name+" summary", objectives)
if err == nil {
t := &cachedMetric{summary: summaryVec.With(tags)}
t.reportTimer = t.reportTimerSummary
timer = t
}
default:
err = errUnknownTimerType
}
if err != nil {
r.onRegisterError(err)
return noopMetric{}
}
return timer
}
func (r *reporter) AllocateHistogram(
name string,
tags map[string]string,
buckets tally.Buckets,
) tally.CachedHistogram {
tagKeys := keysFromMap(tags)
histogramVec, err := r.histogramVec(name, tagKeys, name+" histogram", buckets.AsValues())
if err != nil {
r.onRegisterError(err)
return noopMetric{}
}
return &cachedMetric{histogram: histogramVec.With(tags)}
}
func (r *reporter) Capabilities() tally.Capabilities {
return r
}
func (r *reporter) Reporting() bool {
return true
}
func (r *reporter) Tagging() bool {
return true
}
// Flush does nothing for prometheus
func (r *reporter) Flush() {}
var metricIDKeyValue = "1"
// NOTE: this generates a canonical MetricID for a given name+label keys,
// not values. This omits label values, as we track metrics as
// Vectors in order to support on-the-fly label changes.
func canonicalMetricID(name string, tagKeys []string) metricID {
keySet := make(map[string]string, len(tagKeys))
for _, key := range tagKeys {
keySet[key] = metricIDKeyValue
}
return metricID(tally.KeyForPrefixedStringMap(name, keySet))
}
func keysFromMap(m map[string]string) []string {
labelKeys := make([]string, len(m))
i := 0
for k := range m {
labelKeys[i] = k
i++
}
return labelKeys
}