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Convert Prometheus labels into single consistent string label for cad…
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…visor
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jimmidyson committed Sep 23, 2016
1 parent 041c5af commit 923dbc5
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Showing 2 changed files with 74 additions and 6 deletions.
60 changes: 55 additions & 5 deletions collector/prometheus_collector.go
Original file line number Diff line number Diff line change
Expand Up @@ -15,13 +15,15 @@
package collector

import (
"bytes"
"encoding/json"
"fmt"
"io"
"net/http"
"sort"
"time"

dto "github.com/prometheus/client_model/go"
rawmodel "github.com/prometheus/client_model/go"
"github.com/prometheus/common/expfmt"
"github.com/prometheus/common/model"

Expand Down Expand Up @@ -118,17 +120,19 @@ func (collector *PrometheusCollector) GetSpec() []v1.MetricSpec {
var specs []v1.MetricSpec

for {
d := dto.MetricFamily{}
d := rawmodel.MetricFamily{}
if err = dec.Decode(&d); err != nil {
break
}
name := d.GetName()
if len(name) == 0 {
continue
}
// If metrics to collect is specified, skip any metrics not in the list to collect.
if _, ok := collector.metricsSet[name]; collector.metricsSet != nil && !ok {
continue
}

spec := v1.MetricSpec{
Name: name,
Type: metricType(d.GetType()),
Expand All @@ -146,16 +150,55 @@ func (collector *PrometheusCollector) GetSpec() []v1.MetricSpec {

// metricType converts Prometheus metric type to cadvisor metric type.
// If there is no mapping then just return the name of the Prometheus metric type.
func metricType(t dto.MetricType) v1.MetricType {
func metricType(t rawmodel.MetricType) v1.MetricType {
switch t {
case dto.MetricType_COUNTER:
case rawmodel.MetricType_COUNTER:
return v1.MetricCumulative
case dto.MetricType_GAUGE:
case rawmodel.MetricType_GAUGE:
return v1.MetricGauge
default:
return v1.MetricType(t.String())
}
}

type prometheusLabels []*rawmodel.LabelPair

func labelSetToLabelPairs(labels model.Metric) prometheusLabels {
var promLabels prometheusLabels
for k, v := range labels {
name := string(k)
value := string(v)
promLabels = append(promLabels, &rawmodel.LabelPair{Name: &name, Value: &value})
}
return promLabels
}

func (s prometheusLabels) Len() int { return len(s) }
func (s prometheusLabels) Swap(i, j int) { s[i], s[j] = s[j], s[i] }

// ByName implements sort.Interface by providing Less and using the Len and
// Swap methods of the embedded PrometheusLabels value.
type byName struct{ prometheusLabels }

func (s byName) Less(i, j int) bool {
return s.prometheusLabels[i].GetName() < s.prometheusLabels[j].GetName()
}

func prometheusLabelSetToCadvisorLabel(promLabels model.Metric) string {
labels := labelSetToLabelPairs(promLabels)
sort.Sort(byName{labels})
var b bytes.Buffer

for i, l := range labels {
if i > 0 {
b.WriteString("\xff")
}
b.WriteString(l.GetName())
b.WriteString("=")
b.WriteString(l.GetValue())
}

return string(b.Bytes())
}

//Returns collected metrics and the next collection time of the collector
Expand All @@ -182,6 +225,8 @@ func (collector *PrometheusCollector) Collect(metrics map[string][]v1.MetricVal)
}

var (
// 50 is chosen as a reasonable guesstimate at a number of metrics we can
// expect from virtually any endpoint to try to save allocations.
decSamples = make(model.Vector, 0, 50)
newMetrics = make(map[string][]v1.MetricVal)
)
Expand All @@ -195,13 +240,18 @@ func (collector *PrometheusCollector) Collect(metrics map[string][]v1.MetricVal)
if len(metName) == 0 {
continue
}
// If metrics to collect is specified, skip any metrics not in the list to collect.
if _, ok := collector.metricsSet[metName]; collector.metricsSet != nil && !ok {
continue
}
// TODO Handle multiple labels nicer. Prometheus metrics can have multiple
// labels, cadvisor only accepts a single string for the metric label.
label := prometheusLabelSetToCadvisorLabel(sample.Metric)

metric := v1.MetricVal{
FloatValue: float64(sample.Value),
Timestamp: sample.Timestamp.Time(),
Label: label,
}
newMetrics[metName] = append(newMetrics[metName], metric)
if len(newMetrics) > collector.metricCountLimit {
Expand Down
20 changes: 19 additions & 1 deletion collector/prometheus_collector_test.go
Original file line number Diff line number Diff line change
Expand Up @@ -55,6 +55,9 @@ go_goroutines 16
# HELP metric_with_spaces_in_label A metric with spaces in a label.
# TYPE metric_with_spaces_in_label gauge
metric_with_spaces_in_label{name="Network Agent"} 72
# HELP metric_with_multiple_labels A metric with multiple labels.
# TYPE metric_with_multiple_labels gauge
metric_with_multiple_labels{label1="One", label2="Two", label3="Three"} 81
`
fmt.Fprintln(w, text)
}))
Expand All @@ -65,7 +68,7 @@ metric_with_spaces_in_label{name="Network Agent"} 72

var spec []v1.MetricSpec
require.NotPanics(t, func() { spec = collector.GetSpec() })
assert.Len(spec, 3)
assert.Len(spec, 4)
specNames := make(map[string]struct{}, 3)
for _, s := range spec {
specNames[s.Name] = struct{}{}
Expand All @@ -74,6 +77,7 @@ metric_with_spaces_in_label{name="Network Agent"} 72
"go_gc_duration_seconds": {},
"go_goroutines": {},
"metric_with_spaces_in_label": {},
"metric_with_multiple_labels": {},
}
assert.Equal(expectedSpecNames, specNames)

Expand All @@ -84,13 +88,27 @@ metric_with_spaces_in_label{name="Network Agent"} 72

go_gc_duration := metrics["go_gc_duration_seconds"]
assert.Equal(5.8348000000000004e-05, go_gc_duration[0].FloatValue)
assert.Equal("__name__=go_gc_duration_seconds\xffquantile=0", go_gc_duration[0].Label)
assert.Equal(0.000499764, go_gc_duration[1].FloatValue)
assert.Equal("__name__=go_gc_duration_seconds\xffquantile=1", go_gc_duration[1].Label)
go_gc_duration_sum := metrics["go_gc_duration_seconds_sum"]
assert.Equal(1.7560473e+07, go_gc_duration_sum[0].FloatValue)
assert.Equal("__name__=go_gc_duration_seconds_sum", go_gc_duration_sum[0].Label)
go_gc_duration_count := metrics["go_gc_duration_seconds_count"]
assert.Equal(2693, go_gc_duration_count[0].FloatValue)
assert.Equal("__name__=go_gc_duration_seconds_count", go_gc_duration_count[0].Label)

goRoutines := metrics["go_goroutines"]
assert.Equal(16, goRoutines[0].FloatValue)
assert.Equal("__name__=go_goroutines", goRoutines[0].Label)

metricWithSpaces := metrics["metric_with_spaces_in_label"]
assert.Equal(72, metricWithSpaces[0].FloatValue)
assert.Equal("__name__=metric_with_spaces_in_label\xffname=Network Agent", metricWithSpaces[0].Label)

metricWithMultipleLabels := metrics["metric_with_multiple_labels"]
assert.Equal(81, metricWithMultipleLabels[0].FloatValue)
assert.Equal("__name__=metric_with_multiple_labels\xfflabel1=One\xfflabel2=Two\xfflabel3=Three", metricWithMultipleLabels[0].Label)
}

func TestPrometheusEndpointConfig(t *testing.T) {
Expand Down

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