Add a parser plugin for prometheus (#7778)

2020-12-02 22:48:44 +03:00 · 2020-12-02 22:48:44 +03:00 · 0ccb134ae4
parent a5f3121f6d
commit 0ccb134ae4
8 changed files with 609 additions and 194 deletions
--- a/docs/DATA_FORMATS_INPUT.md
+++ b/docs/DATA_FORMATS_INPUT.md
@ -5,15 +5,16 @@ using a configurable parser into [metrics][].  This allows, for example, the
 `kafka_consumer` input plugin to process messages in either InfluxDB Line
 Protocol or in JSON format.

- [InfluxDB Line Protocol](/plugins/parsers/influx)
 - [Collectd](/plugins/parsers/collectd)
 - [CSV](/plugins/parsers/csv)
 - [Dropwizard](/plugins/parsers/dropwizard)
 - [Graphite](/plugins/parsers/graphite)
 - [Grok](/plugins/parsers/grok)
+- [InfluxDB Line Protocol](/plugins/parsers/influx)
 - [JSON](/plugins/parsers/json)
 - [Logfmt](/plugins/parsers/logfmt)
 - [Nagios](/plugins/parsers/nagios)
+- [Prometheus](/plugins/parsers/prometheus)
 - [Value](/plugins/parsers/value), ie: 45 or "booyah"
 - [Wavefront](/plugins/parsers/wavefront)

--- a/plugins/inputs/prometheus/parser.go
+++ b/plugins/inputs/prometheus/parser.go
@ -1,8 +1,5 @@
 package prometheus

-// Parser inspired from
-// https://github.com/prometheus/prom2json/blob/master/main.go
-
 import (
 	"bufio"
 	"bytes"
@ -15,168 +12,27 @@ import (

 	"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"
 )

-// Parse returns a slice of Metrics from a text representation of a
-// metrics
-func ParseV2(buf []byte, header http.Header) ([]telegraf.Metric, error) {
-	var metrics []telegraf.Metric
-	var parser expfmt.TextParser
-	// 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)
-
-	mediatype, params, err := mime.ParseMediaType(header.Get("Content-Type"))
-	// Prepare output
-	metricFamilies := make(map[string]*dto.MetricFamily)
-
-	if err == nil && mediatype == "application/vnd.google.protobuf" &&
-		params["encoding"] == "delimited" &&
-		params["proto"] == "io.prometheus.client.MetricFamily" {
-		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)
-		}
-	}
-
-	// make sure all metrics have a consistent timestamp so that metrics don't straddle two different seconds
-	now := time.Now()
-	// read metrics
-	for metricName, mf := range metricFamilies {
-		for _, m := range mf.Metric {
-			// reading tags
-			tags := makeLabels(m)
-
-			if mf.GetType() == dto.MetricType_SUMMARY {
-				// summary metric
-				telegrafMetrics := makeQuantilesV2(m, tags, metricName, mf.GetType(), now)
-				metrics = append(metrics, telegrafMetrics...)
-			} else if mf.GetType() == dto.MetricType_HISTOGRAM {
-				// histogram metric
-				telegrafMetrics := makeBucketsV2(m, tags, metricName, mf.GetType(), now)
-				metrics = append(metrics, telegrafMetrics...)
-			} else {
-				// standard metric
-				// reading fields
-				fields := getNameAndValueV2(m, metricName)
-				// 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
-					}
-					metric, err := metric.New("prometheus", tags, fields, t, valueType(mf.GetType()))
-					if err == nil {
-						metrics = append(metrics, metric)
-					}
-				}
-			}
-		}
-	}
-
-	return metrics, err
-}
-
-// Get Quantiles for summary metric & Buckets for histogram
-func makeQuantilesV2(m *dto.Metric, tags map[string]string, metricName string, metricType dto.MetricType, now time.Time) []telegraf.Metric {
-	var metrics []telegraf.Metric
-	fields := make(map[string]interface{})
-	var t time.Time
-	if m.TimestampMs != nil && *m.TimestampMs > 0 {
-		t = time.Unix(0, *m.TimestampMs*1000000)
-	} else {
-		t = now
-	}
-	fields[metricName+"_count"] = float64(m.GetSummary().GetSampleCount())
-	fields[metricName+"_sum"] = float64(m.GetSummary().GetSampleSum())
-	met, err := metric.New("prometheus", tags, fields, t, valueType(metricType))
-	if err == nil {
-		metrics = append(metrics, met)
-	}
-
-	for _, q := range m.GetSummary().Quantile {
-		newTags := tags
-		fields = make(map[string]interface{})
-
-		newTags["quantile"] = fmt.Sprint(q.GetQuantile())
-		fields[metricName] = float64(q.GetValue())
-
-		quantileMetric, err := metric.New("prometheus", newTags, fields, t, valueType(metricType))
-		if err == nil {
-			metrics = append(metrics, quantileMetric)
-		}
-	}
-	return metrics
-}
-
-// Get Buckets  from histogram metric
-func makeBucketsV2(m *dto.Metric, tags map[string]string, metricName string, metricType dto.MetricType, now time.Time) []telegraf.Metric {
-	var metrics []telegraf.Metric
-	fields := make(map[string]interface{})
-	var t time.Time
-	if m.TimestampMs != nil && *m.TimestampMs > 0 {
-		t = time.Unix(0, *m.TimestampMs*1000000)
-	} else {
-		t = now
-	}
-	fields[metricName+"_count"] = float64(m.GetHistogram().GetSampleCount())
-	fields[metricName+"_sum"] = float64(m.GetHistogram().GetSampleSum())
-
-	met, err := metric.New("prometheus", tags, fields, t, valueType(metricType))
-	if err == nil {
-		metrics = append(metrics, met)
-	}
-
-	for _, b := range m.GetHistogram().Bucket {
-		newTags := tags
-		fields = make(map[string]interface{})
-		newTags["le"] = fmt.Sprint(b.GetUpperBound())
-		fields[metricName+"_bucket"] = float64(b.GetCumulativeCount())
-
-		histogramMetric, err := metric.New("prometheus", newTags, fields, t, valueType(metricType))
-		if err == nil {
-			metrics = append(metrics, histogramMetric)
-		}
-	}
-	return metrics
-}
-
-// Parse returns a slice of Metrics from a text representation of a
-// metrics
 func Parse(buf []byte, header http.Header) ([]telegraf.Metric, error) {
-	var metrics []telegraf.Metric
 	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)

-	mediatype, params, err := mime.ParseMediaType(header.Get("Content-Type"))
 	// Prepare output
 	metricFamilies := make(map[string]*dto.MetricFamily)

-	if err == nil && mediatype == "application/vnd.google.protobuf" &&
-		params["encoding"] == "delimited" &&
-		params["proto"] == "io.prometheus.client.MetricFamily" {
+	if isProtobuf(header) {
 		for {
 			mf := &dto.MetricFamily{}
 			if _, ierr := pbutil.ReadDelimited(reader, mf); ierr != nil {
@ -194,13 +50,13 @@ func Parse(buf []byte, header http.Header) ([]telegraf.Metric, error) {
 		}
 	}

-	// make sure all metrics have a consistent timestamp so that metrics don't straddle two different seconds
 	now := time.Now()
 	// read metrics
 	for metricName, mf := range metricFamilies {
 		for _, m := range mf.Metric {
 			// reading tags
-			tags := makeLabels(m)
+			tags := MakeLabels(m, nil)
+
 			// reading fields
 			var fields map[string]interface{}
 			if mf.GetType() == dto.MetricType_SUMMARY {
@ -226,7 +82,7 @@ func Parse(buf []byte, header http.Header) ([]telegraf.Metric, error) {
 				} else {
 					t = now
 				}
-				metric, err := metric.New(metricName, tags, fields, t, valueType(mf.GetType()))
+				metric, err := metric.New(metricName, tags, fields, t, ValueType(mf.GetType()))
 				if err == nil {
 					metrics = append(metrics, metric)
 				}
@ -237,19 +93,16 @@ func Parse(buf []byte, header http.Header) ([]telegraf.Metric, error) {
 	return metrics, err
 }

-func valueType(mt dto.MetricType) telegraf.ValueType {
-	switch mt {
-	case dto.MetricType_COUNTER:
-		return telegraf.Counter
-	case dto.MetricType_GAUGE:
-		return telegraf.Gauge
-	case dto.MetricType_SUMMARY:
-		return telegraf.Summary
-	case dto.MetricType_HISTOGRAM:
-		return telegraf.Histogram
-	default:
-		return telegraf.Untyped
+func isProtobuf(header http.Header) bool {
+	mediatype, params, error := mime.ParseMediaType(header.Get("Content-Type"))
+
+	if error != nil {
+		return false
 	}
+
+	return mediatype == "application/vnd.google.protobuf" &&
+		params["encoding"] == "delimited" &&
+		params["proto"] == "io.prometheus.client.MetricFamily"
 }

 // Get Quantiles from summary metric
@ -272,15 +125,6 @@ func makeBuckets(m *dto.Metric) map[string]interface{} {
 	return fields
 }

-// Get labels from metric
-func makeLabels(m *dto.Metric) map[string]string {
-	result := map[string]string{}
-	for _, lp := range m.Label {
-		result[lp.GetName()] = lp.GetValue()
-	}
-	return result
-}
-
 // Get name and value from metric
 func getNameAndValue(m *dto.Metric) map[string]interface{} {
 	fields := make(map[string]interface{})
@ -299,22 +143,3 @@ func getNameAndValue(m *dto.Metric) map[string]interface{} {
 	}
 	return fields
 }
-
-// Get name and value from metric
-func getNameAndValueV2(m *dto.Metric, metricName string) map[string]interface{} {
-	fields := make(map[string]interface{})
-	if m.Gauge != nil {
-		if !math.IsNaN(m.GetGauge().GetValue()) {
-			fields[metricName] = float64(m.GetGauge().GetValue())
-		}
-	} else if m.Counter != nil {
-		if !math.IsNaN(m.GetCounter().GetValue()) {
-			fields[metricName] = float64(m.GetCounter().GetValue())
-		}
-	} else if m.Untyped != nil {
-		if !math.IsNaN(m.GetUntyped().GetValue()) {
-			fields[metricName] = float64(m.GetUntyped().GetValue())
-		}
-	}
-	return fields
-}
--- a/plugins/inputs/prometheus/prometheus.go
+++ b/plugins/inputs/prometheus/prometheus.go
@ -15,6 +15,7 @@ import (
 	"github.com/influxdata/telegraf/internal"
 	"github.com/influxdata/telegraf/plugins/common/tls"
 	"github.com/influxdata/telegraf/plugins/inputs"
+	parser_v2 "github.com/influxdata/telegraf/plugins/parsers/prometheus"
 )

 const acceptHeader = `application/vnd.google.protobuf;proto=io.prometheus.client.MetricFamily;encoding=delimited;q=0.7,text/plain;version=0.0.4;q=0.3,*/*;q=0.1`
@ -329,7 +330,8 @@ func (p *Prometheus) gatherURL(u URLAndAddress, acc telegraf.Accumulator) error
 	}

 	if p.MetricVersion == 2 {
-		metrics, err = ParseV2(body, resp.Header)
+		parser := parser_v2.Parser{}
+		metrics, err = parser.Parse(body)
 	} else {
 		metrics, err = Parse(body, resp.Header)
 	}
--- a/plugins/parsers/prometheus/README.md
+++ b/plugins/parsers/prometheus/README.md
@ -0,0 +1,17 @@
+# Prometheus Text-Based Format
+
+There are no additional configuration options for [Prometheus Text-Based Format][]. The metrics are parsed directly into Telegraf metrics. It is used internally in [prometheus input](/plugins/inputs/prometheus) or can be used in [http_listener_v2](/plugins/inputs/http_listener_v2) to simulate Pushgateway.
+
+[Prometheus Text-Based Format]: https://prometheus.io/docs/instrumenting/exposition_formats/#text-based-format
+
+```toml
+[[inputs.file]]
+  files = ["example"]
+
+  ## Data format to consume.
+  ## Each data format has its own unique set of configuration options, read
+  ## more about them here:
+  ##   https://github.com/influxdata/telegraf/blob/master/docs/DATA_FORMATS_INPUT.md
+  data_format = "prometheus"
+
+```
--- a/plugins/parsers/prometheus/common/helpers.go
+++ b/plugins/parsers/prometheus/common/helpers.go
@ -0,0 +1,36 @@
+package common
+
+import (
+	"github.com/influxdata/telegraf"
+	dto "github.com/prometheus/client_model/go"
+)
+
+func ValueType(mt dto.MetricType) telegraf.ValueType {
+	switch mt {
+	case dto.MetricType_COUNTER:
+		return telegraf.Counter
+	case dto.MetricType_GAUGE:
+		return telegraf.Gauge
+	case dto.MetricType_SUMMARY:
+		return telegraf.Summary
+	case dto.MetricType_HISTOGRAM:
+		return telegraf.Histogram
+	default:
+		return telegraf.Untyped
+	}
+}
+
+// Get labels from metric
+func MakeLabels(m *dto.Metric, defaultTags map[string]string) map[string]string {
+	result := map[string]string{}
+
+	for key, value := range defaultTags {
+		result[key] = value
+	}
+
+	for _, lp := range m.Label {
+		result[lp.GetName()] = lp.GetValue()
+	}
+
+	return result
+}
--- a/plugins/parsers/prometheus/parser.go
+++ b/plugins/parsers/prometheus/parser.go
@ -0,0 +1,179 @@
+package prometheus
+
+import (
+	"bufio"
+	"bytes"
+	"fmt"
+	"math"
+	"time"
+
+	"github.com/influxdata/telegraf"
+	"github.com/influxdata/telegraf/metric"
+	. "github.com/influxdata/telegraf/plugins/parsers/prometheus/common"
+
+	dto "github.com/prometheus/client_model/go"
+	"github.com/prometheus/common/expfmt"
+)
+
+type Parser struct {
+	DefaultTags map[string]string
+}
+
+func (p *Parser) Parse(buf []byte) ([]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)
+	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 := MakeLabels(m, p.DefaultTags)
+
+			if mf.GetType() == dto.MetricType_SUMMARY {
+				// summary metric
+				telegrafMetrics := makeQuantiles(m, tags, metricName, mf.GetType(), now)
+				metrics = append(metrics, telegrafMetrics...)
+			} else if mf.GetType() == dto.MetricType_HISTOGRAM {
+				// histogram metric
+				telegrafMetrics := makeBuckets(m, tags, metricName, mf.GetType(), now)
+				metrics = append(metrics, telegrafMetrics...)
+			} else {
+				// standard metric
+				// reading fields
+				fields := make(map[string]interface{})
+				fields = getNameAndValue(m, metricName)
+				// converting to telegraf metric
+				if len(fields) > 0 {
+					t := getTimestamp(m, now)
+					metric, err := metric.New("prometheus", tags, fields, t, ValueType(mf.GetType()))
+					if err == nil {
+						metrics = append(metrics, metric)
+					}
+				}
+			}
+		}
+	}
+
+	return metrics, err
+}
+
+func (p *Parser) ParseLine(line string) (telegraf.Metric, error) {
+	metrics, err := p.Parse([]byte(line))
+	if err != nil {
+		return nil, err
+	}
+
+	if len(metrics) < 1 {
+		return nil, fmt.Errorf("No metrics in line")
+	}
+
+	if len(metrics) > 1 {
+		return nil, fmt.Errorf("More than one metric in line")
+	}
+
+	return metrics[0], nil
+}
+
+func (p *Parser) SetDefaultTags(tags map[string]string) {
+	p.DefaultTags = tags
+}
+
+// Get Quantiles for summary metric & Buckets for histogram
+func makeQuantiles(m *dto.Metric, tags map[string]string, metricName string, metricType dto.MetricType, now time.Time) []telegraf.Metric {
+	var metrics []telegraf.Metric
+	fields := make(map[string]interface{})
+	t := getTimestamp(m, now)
+
+	fields[metricName+"_count"] = float64(m.GetSummary().GetSampleCount())
+	fields[metricName+"_sum"] = float64(m.GetSummary().GetSampleSum())
+	met, err := metric.New("prometheus", tags, fields, t, ValueType(metricType))
+	if err == nil {
+		metrics = append(metrics, met)
+	}
+
+	for _, q := range m.GetSummary().Quantile {
+		newTags := tags
+		fields = make(map[string]interface{})
+
+		newTags["quantile"] = fmt.Sprint(q.GetQuantile())
+		fields[metricName] = float64(q.GetValue())
+
+		quantileMetric, err := metric.New("prometheus", newTags, fields, t, ValueType(metricType))
+		if err == nil {
+			metrics = append(metrics, quantileMetric)
+		}
+	}
+	return metrics
+}
+
+// Get Buckets  from histogram metric
+func makeBuckets(m *dto.Metric, tags map[string]string, metricName string, metricType dto.MetricType, now time.Time) []telegraf.Metric {
+	var metrics []telegraf.Metric
+	fields := make(map[string]interface{})
+	t := getTimestamp(m, now)
+
+	fields[metricName+"_count"] = float64(m.GetHistogram().GetSampleCount())
+	fields[metricName+"_sum"] = float64(m.GetHistogram().GetSampleSum())
+
+	met, err := metric.New("prometheus", tags, fields, t, ValueType(metricType))
+	if err == nil {
+		metrics = append(metrics, met)
+	}
+
+	for _, b := range m.GetHistogram().Bucket {
+		newTags := tags
+		fields = make(map[string]interface{})
+		newTags["le"] = fmt.Sprint(b.GetUpperBound())
+		fields[metricName+"_bucket"] = float64(b.GetCumulativeCount())
+
+		histogramMetric, err := metric.New("prometheus", newTags, fields, t, ValueType(metricType))
+		if err == nil {
+			metrics = append(metrics, histogramMetric)
+		}
+	}
+	return metrics
+}
+
+// Get name and value from metric
+func getNameAndValue(m *dto.Metric, metricName string) map[string]interface{} {
+	fields := make(map[string]interface{})
+	if m.Gauge != nil {
+		if !math.IsNaN(m.GetGauge().GetValue()) {
+			fields[metricName] = float64(m.GetGauge().GetValue())
+		}
+	} else if m.Counter != nil {
+		if !math.IsNaN(m.GetCounter().GetValue()) {
+			fields[metricName] = float64(m.GetCounter().GetValue())
+		}
+	} else if m.Untyped != nil {
+		if !math.IsNaN(m.GetUntyped().GetValue()) {
+			fields[metricName] = float64(m.GetUntyped().GetValue())
+		}
+	}
+	return fields
+}
+
+func getTimestamp(m *dto.Metric, now time.Time) time.Time {
+	var t time.Time
+	if m.TimestampMs != nil && *m.TimestampMs > 0 {
+		t = time.Unix(0, m.GetTimestampMs()*1000000)
+	} else {
+		t = now
+	}
+	return t
+}
--- a/plugins/parsers/prometheus/parser_test.go
+++ b/plugins/parsers/prometheus/parser_test.go
@ -0,0 +1,346 @@
+package prometheus
+
+import (
+	"fmt"
+	"testing"
+	"time"
+
+	"github.com/influxdata/telegraf"
+	"github.com/influxdata/telegraf/testutil"
+
+	"github.com/stretchr/testify/assert"
+)
+
+const (
+	validUniqueGauge = `# HELP cadvisor_version_info A metric with a constant '1' value labeled by kernel version, OS version, docker version, cadvisor version & cadvisor revision.
+# TYPE cadvisor_version_info gauge
+cadvisor_version_info{cadvisorRevision="",cadvisorVersion="",dockerVersion="1.8.2",kernelVersion="3.10.0-229.20.1.el7.x86_64",osVersion="CentOS Linux 7 (Core)"} 1
+`
+	validUniqueCounter = `# HELP get_token_fail_count Counter of failed Token() requests to the alternate token source
+# TYPE get_token_fail_count counter
+get_token_fail_count 0
+`
+
+	validUniqueLine = `# HELP get_token_fail_count Counter of failed Token() requests to the alternate token source
+`
+
+	validUniqueSummary = `# HELP http_request_duration_microseconds The HTTP request latencies in microseconds.
+# TYPE http_request_duration_microseconds summary
+http_request_duration_microseconds{handler="prometheus",quantile="0.5"} 552048.506
+http_request_duration_microseconds{handler="prometheus",quantile="0.9"} 5.876804288e+06
+http_request_duration_microseconds{handler="prometheus",quantile="0.99"} 5.876804288e+06
+http_request_duration_microseconds_sum{handler="prometheus"} 1.8909097205e+07
+http_request_duration_microseconds_count{handler="prometheus"} 9
+`
+
+	validUniqueHistogram = `# HELP apiserver_request_latencies Response latency distribution in microseconds for each verb, resource and client.
+# TYPE apiserver_request_latencies histogram
+apiserver_request_latencies_bucket{resource="bindings",verb="POST",le="125000"} 1994
+apiserver_request_latencies_bucket{resource="bindings",verb="POST",le="250000"} 1997
+apiserver_request_latencies_bucket{resource="bindings",verb="POST",le="500000"} 2000
+apiserver_request_latencies_bucket{resource="bindings",verb="POST",le="1e+06"} 2005
+apiserver_request_latencies_bucket{resource="bindings",verb="POST",le="2e+06"} 2012
+apiserver_request_latencies_bucket{resource="bindings",verb="POST",le="4e+06"} 2017
+apiserver_request_latencies_bucket{resource="bindings",verb="POST",le="8e+06"} 2024
+apiserver_request_latencies_bucket{resource="bindings",verb="POST",le="+Inf"} 2025
+apiserver_request_latencies_sum{resource="bindings",verb="POST"} 1.02726334e+08
+apiserver_request_latencies_count{resource="bindings",verb="POST"} 2025
+`
+)
+
+func TestParsingValidGauge(t *testing.T) {
+	expected := []telegraf.Metric{
+		testutil.MustMetric(
+			"prometheus",
+			map[string]string{
+				"osVersion":        "CentOS Linux 7 (Core)",
+				"cadvisorRevision": "",
+				"cadvisorVersion":  "",
+				"dockerVersion":    "1.8.2",
+				"kernelVersion":    "3.10.0-229.20.1.el7.x86_64",
+			},
+			map[string]interface{}{
+				"cadvisor_version_info": float64(1),
+			},
+			time.Unix(0, 0),
+			telegraf.Gauge,
+		),
+	}
+
+	metrics, err := parse([]byte(validUniqueGauge))
+
+	assert.NoError(t, err)
+	assert.Len(t, metrics, 1)
+	testutil.RequireMetricsEqual(t, expected, metrics, testutil.IgnoreTime(), testutil.SortMetrics())
+}
+
+func TestParsingValieCounter(t *testing.T) {
+	expected := []telegraf.Metric{
+		testutil.MustMetric(
+			"prometheus",
+			map[string]string{},
+			map[string]interface{}{
+				"get_token_fail_count": float64(0),
+			},
+			time.Unix(0, 0),
+			telegraf.Counter,
+		),
+	}
+
+	metrics, err := parse([]byte(validUniqueCounter))
+
+	assert.NoError(t, err)
+	assert.Len(t, metrics, 1)
+	testutil.RequireMetricsEqual(t, expected, metrics, testutil.IgnoreTime(), testutil.SortMetrics())
+}
+
+func TestParsingValidSummary(t *testing.T) {
+	expected := []telegraf.Metric{
+		testutil.MustMetric(
+			"prometheus",
+			map[string]string{
+				"handler": "prometheus",
+			},
+			map[string]interface{}{
+				"http_request_duration_microseconds_sum":   float64(1.8909097205e+07),
+				"http_request_duration_microseconds_count": float64(9.0),
+			},
+			time.Unix(0, 0),
+			telegraf.Summary,
+		),
+		testutil.MustMetric(
+			"prometheus",
+			map[string]string{
+				"handler":  "prometheus",
+				"quantile": "0.5",
+			},
+			map[string]interface{}{
+				"http_request_duration_microseconds": float64(552048.506),
+			},
+			time.Unix(0, 0),
+			telegraf.Summary,
+		),
+		testutil.MustMetric(
+			"prometheus",
+			map[string]string{
+				"handler":  "prometheus",
+				"quantile": "0.9",
+			},
+			map[string]interface{}{
+				"http_request_duration_microseconds": float64(5.876804288e+06),
+			},
+			time.Unix(0, 0),
+			telegraf.Summary,
+		),
+		testutil.MustMetric(
+			"prometheus",
+			map[string]string{
+				"handler":  "prometheus",
+				"quantile": "0.99",
+			},
+			map[string]interface{}{
+				"http_request_duration_microseconds": float64(5.876804288e+6),
+			},
+			time.Unix(0, 0),
+			telegraf.Summary,
+		),
+	}
+
+	metrics, err := parse([]byte(validUniqueSummary))
+
+	assert.NoError(t, err)
+	assert.Len(t, metrics, 4)
+	testutil.RequireMetricsEqual(t, expected, metrics, testutil.IgnoreTime(), testutil.SortMetrics())
+}
+
+func TestParsingValidHistogram(t *testing.T) {
+	expected := []telegraf.Metric{
+		testutil.MustMetric(
+			"prometheus",
+			map[string]string{
+				"verb":     "POST",
+				"resource": "bindings",
+			},
+			map[string]interface{}{
+				"apiserver_request_latencies_count": float64(2025.0),
+				"apiserver_request_latencies_sum":   float64(1.02726334e+08),
+			},
+			time.Unix(0, 0),
+			telegraf.Histogram,
+		),
+		testutil.MustMetric(
+			"prometheus",
+			map[string]string{
+				"verb":     "POST",
+				"resource": "bindings",
+				"le":       "125000",
+			},
+			map[string]interface{}{
+				"apiserver_request_latencies_bucket": float64(1994.0),
+			},
+			time.Unix(0, 0),
+			telegraf.Histogram,
+		),
+		testutil.MustMetric(
+			"prometheus",
+			map[string]string{
+				"verb":     "POST",
+				"resource": "bindings",
+				"le":       "250000",
+			},
+			map[string]interface{}{
+				"apiserver_request_latencies_bucket": float64(1997.0),
+			},
+			time.Unix(0, 0),
+			telegraf.Histogram,
+		),
+		testutil.MustMetric(
+			"prometheus",
+			map[string]string{
+				"verb":     "POST",
+				"resource": "bindings",
+				"le":       "500000",
+			},
+			map[string]interface{}{
+				"apiserver_request_latencies_bucket": float64(2000.0),
+			},
+			time.Unix(0, 0),
+			telegraf.Histogram,
+		),
+		testutil.MustMetric(
+			"prometheus",
+			map[string]string{
+				"verb":     "POST",
+				"resource": "bindings",
+				"le":       "1e+06",
+			},
+			map[string]interface{}{
+				"apiserver_request_latencies_bucket": float64(2005.0),
+			},
+			time.Unix(0, 0),
+			telegraf.Histogram,
+		),
+		testutil.MustMetric(
+			"prometheus",
+			map[string]string{
+				"verb":     "POST",
+				"resource": "bindings",
+				"le":       "2e+06",
+			},
+			map[string]interface{}{
+				"apiserver_request_latencies_bucket": float64(2012.0),
+			},
+			time.Unix(0, 0),
+			telegraf.Histogram,
+		),
+		testutil.MustMetric(
+			"prometheus",
+			map[string]string{
+				"verb":     "POST",
+				"resource": "bindings",
+				"le":       "4e+06",
+			},
+			map[string]interface{}{
+				"apiserver_request_latencies_bucket": float64(2017.0),
+			},
+			time.Unix(0, 0),
+			telegraf.Histogram,
+		),
+		testutil.MustMetric(
+			"prometheus",
+			map[string]string{
+				"verb":     "POST",
+				"resource": "bindings",
+				"le":       "8e+06",
+			},
+			map[string]interface{}{
+				"apiserver_request_latencies_bucket": float64(2024.0),
+			},
+			time.Unix(0, 0),
+			telegraf.Histogram,
+		),
+		testutil.MustMetric(
+			"prometheus",
+			map[string]string{
+				"verb":     "POST",
+				"resource": "bindings",
+				"le":       "+Inf",
+			},
+			map[string]interface{}{
+				"apiserver_request_latencies_bucket": float64(2025.0),
+			},
+			time.Unix(0, 0),
+			telegraf.Histogram,
+		),
+	}
+
+	metrics, err := parse([]byte(validUniqueHistogram))
+
+	assert.NoError(t, err)
+	assert.Len(t, metrics, 9)
+	testutil.RequireMetricsEqual(t, expected, metrics, testutil.IgnoreTime(), testutil.SortMetrics())
+}
+
+func TestDefautTags(t *testing.T) {
+	expected := []telegraf.Metric{
+		testutil.MustMetric(
+			"prometheus",
+			map[string]string{
+				"osVersion":        "CentOS Linux 7 (Core)",
+				"cadvisorRevision": "",
+				"cadvisorVersion":  "",
+				"dockerVersion":    "1.8.2",
+				"kernelVersion":    "3.10.0-229.20.1.el7.x86_64",
+				"defaultTag":       "defaultTagValue",
+			},
+			map[string]interface{}{
+				"cadvisor_version_info": float64(1),
+			},
+			time.Unix(0, 0),
+			telegraf.Gauge,
+		),
+	}
+
+	parser := Parser{
+		DefaultTags: map[string]string{
+			"defaultTag":    "defaultTagValue",
+			"dockerVersion": "to_be_overriden",
+		},
+	}
+	metrics, err := parser.Parse([]byte(validUniqueGauge))
+
+	assert.NoError(t, err)
+	assert.Len(t, metrics, 1)
+	testutil.RequireMetricsEqual(t, expected, metrics, testutil.IgnoreTime(), testutil.SortMetrics())
+}
+
+func TestMetricsWithTimestamp(t *testing.T) {
+	testTime := time.Date(2020, time.October, 4, 17, 0, 0, 0, time.UTC)
+	testTimeUnix := testTime.UnixNano() / int64(time.Millisecond)
+	metricsWithTimestamps := fmt.Sprintf(`
+# TYPE test_counter counter
+test_counter{label="test"} 1 %d
+`, testTimeUnix)
+	expected := []telegraf.Metric{
+		testutil.MustMetric(
+			"prometheus",
+			map[string]string{
+				"label": "test",
+			},
+			map[string]interface{}{
+				"test_counter": float64(1.0),
+			},
+			testTime,
+			telegraf.Counter,
+		),
+	}
+
+	metrics, _ := parse([]byte(metricsWithTimestamps))
+
+	testutil.RequireMetricsEqual(t, expected, metrics, testutil.SortMetrics())
+}
+
+func parse(buf []byte) ([]telegraf.Metric, error) {
+	parser := Parser{}
+	return parser.Parse(buf)
+}
--- a/plugins/parsers/registry.go
+++ b/plugins/parsers/registry.go
@ -14,6 +14,7 @@ import (
 	"github.com/influxdata/telegraf/plugins/parsers/json"
 	"github.com/influxdata/telegraf/plugins/parsers/logfmt"
 	"github.com/influxdata/telegraf/plugins/parsers/nagios"
+	"github.com/influxdata/telegraf/plugins/parsers/prometheus"
 	"github.com/influxdata/telegraf/plugins/parsers/value"
 	"github.com/influxdata/telegraf/plugins/parsers/wavefront"
 )
@ -232,6 +233,8 @@ func NewParser(config *Config) (Parser, error) {
 			config.DefaultTags,
 			config.FormUrlencodedTagKeys,
 		)
+	case "prometheus":
+		parser, err = NewPrometheusParser(config.DefaultTags)
 	default:
 		err = fmt.Errorf("Invalid data format: %s", config.DataFormat)
 	}
@ -339,3 +342,9 @@ func NewFormUrlencodedParser(
 		TagKeys:     tagKeys,
 	}, nil
 }
+
+func NewPrometheusParser(defaultTags map[string]string) (Parser, error) {
+	return &prometheus.Parser{
+		DefaultTags: defaultTags,
+	}, nil
+}