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parser.go
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parser.go
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package prometheus
import (
"bufio"
"bytes"
"fmt"
"io"
"math"
"mime"
"net/http"
"time"
"github.com/influxdata/telegraf"
"github.com/influxdata/telegraf/metric"
"github.com/influxdata/telegraf/plugins/parsers/prometheus/common"
"github.com/matttproud/golang_protobuf_extensions/pbutil"
dto "github.com/prometheus/client_model/go"
"github.com/prometheus/common/expfmt"
)
func Parse(buf []byte, header http.Header) ([]telegraf.Metric, error) {
var parser expfmt.TextParser
var metrics []telegraf.Metric
var err error
// parse even if the buffer begins with a newline
buf = bytes.TrimPrefix(buf, []byte("\n"))
// Read raw data
buffer := bytes.NewBuffer(buf)
reader := bufio.NewReader(buffer)
// Prepare output
metricFamilies := make(map[string]*dto.MetricFamily)
if isProtobuf(header) {
for {
mf := &dto.MetricFamily{}
if _, ierr := pbutil.ReadDelimited(reader, mf); ierr != nil {
if ierr == io.EOF {
break
}
return nil, fmt.Errorf("reading metric family protocol buffer failed: %s", ierr)
}
metricFamilies[mf.GetName()] = mf
}
} else {
metricFamilies, err = parser.TextToMetricFamilies(reader)
if err != nil {
return nil, fmt.Errorf("reading text format failed: %s", err)
}
}
now := time.Now()
// read metrics
for metricName, mf := range metricFamilies {
for _, m := range mf.Metric {
// reading tags
tags := common.MakeLabels(m, nil)
// reading fields
var fields map[string]interface{}
if mf.GetType() == dto.MetricType_SUMMARY {
// summary metric
fields = makeQuantiles(m)
fields["count"] = float64(m.GetSummary().GetSampleCount())
fields["sum"] = float64(m.GetSummary().GetSampleSum())
} else if mf.GetType() == dto.MetricType_HISTOGRAM {
// histogram metric
fields = makeBuckets(m)
fields["count"] = float64(m.GetHistogram().GetSampleCount())
fields["sum"] = float64(m.GetHistogram().GetSampleSum())
} else {
// standard metric
fields = getNameAndValue(m)
}
// converting to telegraf metric
if len(fields) > 0 {
var t time.Time
if m.TimestampMs != nil && *m.TimestampMs > 0 {
t = time.Unix(0, *m.TimestampMs*1000000)
} else {
t = now
}
m := metric.New(metricName, tags, fields, t, common.ValueType(mf.GetType()))
metrics = append(metrics, m)
}
}
}
return metrics, err
}
func isProtobuf(header http.Header) bool {
mediatype, params, err := mime.ParseMediaType(header.Get("Content-Type"))
if err != nil {
return false
}
return mediatype == "application/vnd.google.protobuf" &&
params["encoding"] == "delimited" &&
params["proto"] == "io.prometheus.client.MetricFamily"
}
// Get Quantiles from summary metric
func makeQuantiles(m *dto.Metric) map[string]interface{} {
fields := make(map[string]interface{})
for _, q := range m.GetSummary().Quantile {
if !math.IsNaN(q.GetValue()) {
fields[fmt.Sprint(q.GetQuantile())] = float64(q.GetValue())
}
}
return fields
}
// Get Buckets from histogram metric
func makeBuckets(m *dto.Metric) map[string]interface{} {
fields := make(map[string]interface{})
for _, b := range m.GetHistogram().Bucket {
fields[fmt.Sprint(b.GetUpperBound())] = float64(b.GetCumulativeCount())
}
return fields
}
// Get name and value from metric
func getNameAndValue(m *dto.Metric) map[string]interface{} {
fields := make(map[string]interface{})
if m.Gauge != nil {
if !math.IsNaN(m.GetGauge().GetValue()) {
fields["gauge"] = float64(m.GetGauge().GetValue())
}
} else if m.Counter != nil {
if !math.IsNaN(m.GetCounter().GetValue()) {
fields["counter"] = float64(m.GetCounter().GetValue())
}
} else if m.Untyped != nil {
if !math.IsNaN(m.GetUntyped().GetValue()) {
fields["value"] = float64(m.GetUntyped().GetValue())
}
}
return fields
}