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prometheusmetrics.go
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package prometheusmetrics
import (
"fmt"
"strings"
"sync"
"time"
"github.com/prometheus/client_golang/prometheus"
"github.com/rcrowley/go-metrics"
)
// PrometheusConfig provides a container with config parameters for the
// Prometheus Exporter
type PrometheusConfig struct {
namespace string
Registry metrics.Registry // Registry to be exported
subsystem string
promRegistry prometheus.Registerer //Prometheus registry
FlushInterval time.Duration //interval to update prom metrics
gauges map[string]prometheus.Gauge
customMetrics map[string]*CustomCollector
histogramBuckets []float64
timerBuckets []float64
mutex *sync.Mutex
}
// NewPrometheusProvider returns a Provider that produces Prometheus metrics.
// Namespace and subsystem are applied to all produced metrics.
func NewPrometheusProvider(r metrics.Registry, namespace string, subsystem string, promRegistry prometheus.Registerer, FlushInterval time.Duration) *PrometheusConfig {
return &PrometheusConfig{
namespace: namespace,
subsystem: subsystem,
Registry: r,
promRegistry: promRegistry,
FlushInterval: FlushInterval,
gauges: make(map[string]prometheus.Gauge),
customMetrics: make(map[string]*CustomCollector),
histogramBuckets: []float64{0.05, 0.1, 0.25, 0.50, 0.75, 0.9, 0.95, 0.99},
timerBuckets: []float64{0.50, 0.95, 0.99, 0.999},
mutex: new(sync.Mutex),
}
}
func (c *PrometheusConfig) WithHistogramBuckets(b []float64) *PrometheusConfig {
c.histogramBuckets = b
return c
}
func (c *PrometheusConfig) WithTimerBuckets(b []float64) *PrometheusConfig {
c.timerBuckets = b
return c
}
func (c *PrometheusConfig) flattenKey(key string) string {
key = strings.Replace(key, " ", "_", -1)
key = strings.Replace(key, ".", "_", -1)
key = strings.Replace(key, "-", "_", -1)
key = strings.Replace(key, "=", "_", -1)
key = strings.Replace(key, "/", "_", -1)
return key
}
func (c *PrometheusConfig) createKey(name string) string {
return fmt.Sprintf("%s_%s_%s", c.namespace, c.subsystem, name)
}
func (c *PrometheusConfig) gaugeFromNameAndValue(name string, val float64) {
key := c.createKey(name)
g, ok := c.gauges[key]
if !ok {
g = prometheus.NewGauge(prometheus.GaugeOpts{
Namespace: c.flattenKey(c.namespace),
Subsystem: c.flattenKey(c.subsystem),
Name: c.flattenKey(name),
Help: name,
})
c.promRegistry.Register(g)
c.gauges[key] = g
}
g.Set(val)
}
func (c *PrometheusConfig) histogramFromNameAndMetric(name string, goMetric interface{}, buckets []float64) {
key := c.createKey(name)
collector, ok := c.customMetrics[key]
if !ok {
collector = NewCustomCollector(c.mutex)
c.promRegistry.MustRegister(collector)
c.customMetrics[key] = collector
}
var ps []float64
var count uint64
var sum float64
var typeName string
switch metric := goMetric.(type) {
case metrics.Histogram:
snapshot := metric.Snapshot()
ps = snapshot.Percentiles(buckets)
count = uint64(snapshot.Count())
sum = float64(snapshot.Sum())
typeName = "histogram"
case metrics.Timer:
snapshot := metric.Snapshot()
ps = snapshot.Percentiles(buckets)
count = uint64(snapshot.Count())
sum = float64(snapshot.Sum())
typeName = "timer"
default:
panic(fmt.Sprintf("unexpected metric type %T", goMetric))
}
bucketVals := make(map[float64]uint64)
for ii, bucket := range buckets {
bucketVals[bucket] = uint64(ps[ii])
}
desc := prometheus.NewDesc(
prometheus.BuildFQName(
c.flattenKey(c.namespace),
c.flattenKey(c.subsystem),
fmt.Sprintf("%s_%s", c.flattenKey(name), typeName),
),
c.flattenKey(name),
[]string{},
map[string]string{},
)
if constHistogram, err := prometheus.NewConstHistogram(
desc,
count,
sum,
bucketVals,
); err == nil {
c.mutex.Lock()
collector.metric = constHistogram
c.mutex.Unlock()
}
}
func (c *PrometheusConfig) UpdatePrometheusMetrics() {
for _ = range time.Tick(c.FlushInterval) {
c.UpdatePrometheusMetricsOnce()
}
}
func (c *PrometheusConfig) UpdatePrometheusMetricsOnce() error {
c.Registry.Each(func(name string, i interface{}) {
switch metric := i.(type) {
case metrics.Counter:
c.gaugeFromNameAndValue(name, float64(metric.Count()))
case metrics.Gauge:
c.gaugeFromNameAndValue(name, float64(metric.Value()))
case metrics.GaugeFloat64:
c.gaugeFromNameAndValue(name, metric.Value())
case metrics.Histogram:
samples := metric.Snapshot().Sample().Values()
if len(samples) > 0 {
lastSample := samples[len(samples)-1]
c.gaugeFromNameAndValue(name, float64(lastSample))
}
c.histogramFromNameAndMetric(name, metric, c.histogramBuckets)
case metrics.Meter:
snapshot := metric.Snapshot()
c.gaugeFromNameAndValue(name+"_rate1", snapshot.Rate1())
c.gaugeFromNameAndValue(name+"_rate5", snapshot.Rate5())
c.gaugeFromNameAndValue(name+"_rate15", snapshot.Rate15())
c.gaugeFromNameAndValue(name+"_rate_mean", snapshot.RateMean())
c.gaugeFromNameAndValue(name+"_count", float64(snapshot.Count()))
case metrics.Timer:
snapshot := metric.Snapshot()
c.gaugeFromNameAndValue(name+"_rate1", snapshot.Rate1())
c.gaugeFromNameAndValue(name+"_rate5", snapshot.Rate5())
c.gaugeFromNameAndValue(name+"_rate15", snapshot.Rate15())
c.gaugeFromNameAndValue(name+"_rate_mean", snapshot.RateMean())
c.gaugeFromNameAndValue(name+"_count", float64(snapshot.Count()))
c.gaugeFromNameAndValue(name+"_sum", float64(snapshot.Sum()))
c.gaugeFromNameAndValue(name+"_max", float64(snapshot.Max()))
c.gaugeFromNameAndValue(name+"_min", float64(snapshot.Min()))
c.gaugeFromNameAndValue(name+"_mean", snapshot.Mean())
c.gaugeFromNameAndValue(name+"_variance", snapshot.Variance())
c.gaugeFromNameAndValue(name+"_std_dev", snapshot.StdDev())
c.histogramFromNameAndMetric(name, metric, c.timerBuckets)
}
})
return nil
}
// for collecting prometheus.constHistogram objects
type CustomCollector struct {
prometheus.Collector
metric prometheus.Metric
mutex *sync.Mutex
}
func NewCustomCollector(mutex *sync.Mutex) *CustomCollector {
return &CustomCollector{
mutex: mutex,
}
}
func (c *CustomCollector) Collect(ch chan<- prometheus.Metric) {
c.mutex.Lock()
if c.metric != nil {
val := c.metric
ch <- val
}
c.mutex.Unlock()
}
func (p *CustomCollector) Describe(ch chan<- *prometheus.Desc) {
// empty method to fulfill prometheus.Collector interface
}