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exporter.go
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exporter.go
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// Copyright The OpenTelemetry Authors
// SPDX-License-Identifier: Apache-2.0
package prometheus // import "go.opentelemetry.io/otel/exporters/prometheus"
import (
"context"
"encoding/hex"
"errors"
"fmt"
"slices"
"strings"
"sync"
"github.com/prometheus/client_golang/prometheus"
dto "github.com/prometheus/client_model/go"
"github.com/prometheus/common/model"
"google.golang.org/protobuf/proto"
"go.opentelemetry.io/otel"
"go.opentelemetry.io/otel/attribute"
"go.opentelemetry.io/otel/internal/global"
"go.opentelemetry.io/otel/sdk/instrumentation"
"go.opentelemetry.io/otel/sdk/metric"
"go.opentelemetry.io/otel/sdk/metric/metricdata"
"go.opentelemetry.io/otel/sdk/resource"
)
const (
targetInfoMetricName = "target_info"
targetInfoDescription = "Target metadata"
scopeInfoMetricName = "otel_scope_info"
scopeInfoDescription = "Instrumentation Scope metadata"
traceIDExemplarKey = "trace_id"
spanIDExemplarKey = "span_id"
)
var (
scopeInfoKeys = [2]string{"otel_scope_name", "otel_scope_version"}
errScopeInvalid = errors.New("invalid scope")
)
// Exporter is a Prometheus Exporter that embeds the OTel metric.Reader
// interface for easy instantiation with a MeterProvider.
type Exporter struct {
metric.Reader
}
// MarshalLog returns logging data about the Exporter.
func (e *Exporter) MarshalLog() interface{} {
const t = "Prometheus exporter"
if r, ok := e.Reader.(*metric.ManualReader); ok {
under := r.MarshalLog()
if data, ok := under.(struct {
Type string
Registered bool
Shutdown bool
}); ok {
data.Type = t
return data
}
}
return struct{ Type string }{Type: t}
}
var _ metric.Reader = &Exporter{}
// keyVals is used to store resource attribute key value pairs.
type keyVals struct {
keys []string
vals []string
}
// collector is used to implement prometheus.Collector.
type collector struct {
reader metric.Reader
withoutUnits bool
withoutCounterSuffixes bool
disableScopeInfo bool
namespace string
resourceAttributesFilter attribute.Filter
mu sync.Mutex // mu protects all members below from the concurrent access.
disableTargetInfo bool
targetInfo prometheus.Metric
scopeInfos map[instrumentation.Scope]prometheus.Metric
scopeInfosInvalid map[instrumentation.Scope]struct{}
metricFamilies map[string]*dto.MetricFamily
resourceKeyVals keyVals
}
// prometheus counters MUST have a _total suffix by default:
// https://github.com/open-telemetry/opentelemetry-specification/blob/v1.20.0/specification/compatibility/prometheus_and_openmetrics.md
const counterSuffix = "_total"
// New returns a Prometheus Exporter.
func New(opts ...Option) (*Exporter, error) {
cfg := newConfig(opts...)
// this assumes that the default temporality selector will always return cumulative.
// we only support cumulative temporality, so building our own reader enforces this.
// TODO (#3244): Enable some way to configure the reader, but not change temporality.
reader := metric.NewManualReader(cfg.readerOpts...)
collector := &collector{
reader: reader,
disableTargetInfo: cfg.disableTargetInfo,
withoutUnits: cfg.withoutUnits,
withoutCounterSuffixes: cfg.withoutCounterSuffixes,
disableScopeInfo: cfg.disableScopeInfo,
scopeInfos: make(map[instrumentation.Scope]prometheus.Metric),
scopeInfosInvalid: make(map[instrumentation.Scope]struct{}),
metricFamilies: make(map[string]*dto.MetricFamily),
namespace: cfg.namespace,
resourceAttributesFilter: cfg.resourceAttributesFilter,
}
if err := cfg.registerer.Register(collector); err != nil {
return nil, fmt.Errorf("cannot register the collector: %w", err)
}
e := &Exporter{
Reader: reader,
}
return e, nil
}
// Describe implements prometheus.Collector.
func (c *collector) Describe(ch chan<- *prometheus.Desc) {
// The Opentelemetry SDK doesn't have information on which will exist when the collector
// is registered. By returning nothing we are an "unchecked" collector in Prometheus,
// and assume responsibility for consistency of the metrics produced.
//
// See https://pkg.go.dev/github.com/prometheus/[email protected]/prometheus#hdr-Custom_Collectors_and_constant_Metrics
}
// Collect implements prometheus.Collector.
//
// This method is safe to call concurrently.
func (c *collector) Collect(ch chan<- prometheus.Metric) {
// TODO (#3047): Use a sync.Pool instead of allocating metrics every Collect.
metrics := metricdata.ResourceMetrics{}
err := c.reader.Collect(context.TODO(), &metrics)
if err != nil {
if errors.Is(err, metric.ErrReaderShutdown) {
return
}
otel.Handle(err)
if errors.Is(err, metric.ErrReaderNotRegistered) {
return
}
}
global.Debug("Prometheus exporter export", "Data", metrics)
// Initialize (once) targetInfo and disableTargetInfo.
func() {
c.mu.Lock()
defer c.mu.Unlock()
if c.targetInfo == nil && !c.disableTargetInfo {
targetInfo, err := createInfoMetric(targetInfoMetricName, targetInfoDescription, metrics.Resource)
if err != nil {
// If the target info metric is invalid, disable sending it.
c.disableTargetInfo = true
otel.Handle(err)
return
}
c.targetInfo = targetInfo
}
}()
if !c.disableTargetInfo {
ch <- c.targetInfo
}
if c.resourceAttributesFilter != nil && len(c.resourceKeyVals.keys) == 0 {
c.createResourceAttributes(metrics.Resource)
}
for _, scopeMetrics := range metrics.ScopeMetrics {
var keys, values [2]string
if !c.disableScopeInfo {
scopeInfo, err := c.scopeInfo(scopeMetrics.Scope)
if errors.Is(err, errScopeInvalid) {
// Do not report the same error multiple times.
continue
}
if err != nil {
otel.Handle(err)
continue
}
ch <- scopeInfo
keys = scopeInfoKeys
values = [2]string{scopeMetrics.Scope.Name, scopeMetrics.Scope.Version}
}
for _, m := range scopeMetrics.Metrics {
typ := c.metricType(m)
if typ == nil {
continue
}
name := c.getName(m, typ)
drop, help := c.validateMetrics(name, m.Description, typ)
if drop {
continue
}
if help != "" {
m.Description = help
}
switch v := m.Data.(type) {
case metricdata.Histogram[int64]:
addHistogramMetric(ch, v, m, keys, values, name, c.resourceKeyVals)
case metricdata.Histogram[float64]:
addHistogramMetric(ch, v, m, keys, values, name, c.resourceKeyVals)
case metricdata.Sum[int64]:
addSumMetric(ch, v, m, keys, values, name, c.resourceKeyVals)
case metricdata.Sum[float64]:
addSumMetric(ch, v, m, keys, values, name, c.resourceKeyVals)
case metricdata.Gauge[int64]:
addGaugeMetric(ch, v, m, keys, values, name, c.resourceKeyVals)
case metricdata.Gauge[float64]:
addGaugeMetric(ch, v, m, keys, values, name, c.resourceKeyVals)
}
}
}
}
func addHistogramMetric[N int64 | float64](ch chan<- prometheus.Metric, histogram metricdata.Histogram[N], m metricdata.Metrics, ks, vs [2]string, name string, resourceKV keyVals) {
for _, dp := range histogram.DataPoints {
keys, values := getAttrs(dp.Attributes, ks, vs, resourceKV)
desc := prometheus.NewDesc(name, m.Description, keys, nil)
buckets := make(map[float64]uint64, len(dp.Bounds))
cumulativeCount := uint64(0)
for i, bound := range dp.Bounds {
cumulativeCount += dp.BucketCounts[i]
buckets[bound] = cumulativeCount
}
m, err := prometheus.NewConstHistogram(desc, dp.Count, float64(dp.Sum), buckets, values...)
if err != nil {
otel.Handle(err)
continue
}
m = addExemplars(m, dp.Exemplars)
ch <- m
}
}
func addSumMetric[N int64 | float64](ch chan<- prometheus.Metric, sum metricdata.Sum[N], m metricdata.Metrics, ks, vs [2]string, name string, resourceKV keyVals) {
valueType := prometheus.CounterValue
if !sum.IsMonotonic {
valueType = prometheus.GaugeValue
}
for _, dp := range sum.DataPoints {
keys, values := getAttrs(dp.Attributes, ks, vs, resourceKV)
desc := prometheus.NewDesc(name, m.Description, keys, nil)
m, err := prometheus.NewConstMetric(desc, valueType, float64(dp.Value), values...)
if err != nil {
otel.Handle(err)
continue
}
m = addExemplars(m, dp.Exemplars)
ch <- m
}
}
func addGaugeMetric[N int64 | float64](ch chan<- prometheus.Metric, gauge metricdata.Gauge[N], m metricdata.Metrics, ks, vs [2]string, name string, resourceKV keyVals) {
for _, dp := range gauge.DataPoints {
keys, values := getAttrs(dp.Attributes, ks, vs, resourceKV)
desc := prometheus.NewDesc(name, m.Description, keys, nil)
m, err := prometheus.NewConstMetric(desc, prometheus.GaugeValue, float64(dp.Value), values...)
if err != nil {
otel.Handle(err)
continue
}
ch <- m
}
}
// getAttrs parses the attribute.Set to two lists of matching Prometheus-style
// keys and values.
func getAttrs(attrs attribute.Set, ks, vs [2]string, resourceKV keyVals) ([]string, []string) {
keys := make([]string, 0, attrs.Len())
values := make([]string, 0, attrs.Len())
itr := attrs.Iter()
if model.NameValidationScheme == model.UTF8Validation {
// Do not perform sanitization if prometheus supports UTF-8.
for itr.Next() {
kv := itr.Attribute()
keys = append(keys, string(kv.Key))
values = append(values, kv.Value.Emit())
}
} else {
// It sanitizes invalid characters and handles duplicate keys
// (due to sanitization) by sorting and concatenating the values following the spec.
keysMap := make(map[string][]string)
for itr.Next() {
kv := itr.Attribute()
key := model.EscapeName(string(kv.Key), model.NameEscapingScheme)
if _, ok := keysMap[key]; !ok {
keysMap[key] = []string{kv.Value.Emit()}
} else {
// if the sanitized key is a duplicate, append to the list of keys
keysMap[key] = append(keysMap[key], kv.Value.Emit())
}
}
for key, vals := range keysMap {
keys = append(keys, key)
slices.Sort(vals)
values = append(values, strings.Join(vals, ";"))
}
}
if ks[0] != "" {
keys = append(keys, ks[:]...)
values = append(values, vs[:]...)
}
for idx := range resourceKV.keys {
keys = append(keys, resourceKV.keys[idx])
values = append(values, resourceKV.vals[idx])
}
return keys, values
}
func createInfoMetric(name, description string, res *resource.Resource) (prometheus.Metric, error) {
keys, values := getAttrs(*res.Set(), [2]string{}, [2]string{}, keyVals{})
desc := prometheus.NewDesc(name, description, keys, nil)
return prometheus.NewConstMetric(desc, prometheus.GaugeValue, float64(1), values...)
}
func createScopeInfoMetric(scope instrumentation.Scope) (prometheus.Metric, error) {
keys := scopeInfoKeys[:]
desc := prometheus.NewDesc(scopeInfoMetricName, scopeInfoDescription, keys, nil)
return prometheus.NewConstMetric(desc, prometheus.GaugeValue, float64(1), scope.Name, scope.Version)
}
var unitSuffixes = map[string]string{
// Time
"d": "_days",
"h": "_hours",
"min": "_minutes",
"s": "_seconds",
"ms": "_milliseconds",
"us": "_microseconds",
"ns": "_nanoseconds",
// Bytes
"By": "_bytes",
"KiBy": "_kibibytes",
"MiBy": "_mebibytes",
"GiBy": "_gibibytes",
"TiBy": "_tibibytes",
"KBy": "_kilobytes",
"MBy": "_megabytes",
"GBy": "_gigabytes",
"TBy": "_terabytes",
// SI
"m": "_meters",
"V": "_volts",
"A": "_amperes",
"J": "_joules",
"W": "_watts",
"g": "_grams",
// Misc
"Cel": "_celsius",
"Hz": "_hertz",
"1": "_ratio",
"%": "_percent",
}
// getName returns the sanitized name, prefixed with the namespace and suffixed with unit.
func (c *collector) getName(m metricdata.Metrics, typ *dto.MetricType) string {
name := m.Name
if model.NameValidationScheme != model.UTF8Validation {
// Only sanitize if prometheus does not support UTF-8.
name = model.EscapeName(name, model.NameEscapingScheme)
}
addCounterSuffix := !c.withoutCounterSuffixes && *typ == dto.MetricType_COUNTER
if addCounterSuffix {
// Remove the _total suffix here, as we will re-add the total suffix
// later, and it needs to come after the unit suffix.
name = strings.TrimSuffix(name, counterSuffix)
}
if c.namespace != "" {
name = c.namespace + name
}
if suffix, ok := unitSuffixes[m.Unit]; ok && !c.withoutUnits && !strings.HasSuffix(name, suffix) {
name += suffix
}
if addCounterSuffix {
name += counterSuffix
}
return name
}
func (c *collector) metricType(m metricdata.Metrics) *dto.MetricType {
switch v := m.Data.(type) {
case metricdata.Histogram[int64], metricdata.Histogram[float64]:
return dto.MetricType_HISTOGRAM.Enum()
case metricdata.Sum[float64]:
if v.IsMonotonic {
return dto.MetricType_COUNTER.Enum()
}
return dto.MetricType_GAUGE.Enum()
case metricdata.Sum[int64]:
if v.IsMonotonic {
return dto.MetricType_COUNTER.Enum()
}
return dto.MetricType_GAUGE.Enum()
case metricdata.Gauge[int64], metricdata.Gauge[float64]:
return dto.MetricType_GAUGE.Enum()
}
return nil
}
func (c *collector) createResourceAttributes(res *resource.Resource) {
c.mu.Lock()
defer c.mu.Unlock()
resourceAttrs, _ := res.Set().Filter(c.resourceAttributesFilter)
resourceKeys, resourceValues := getAttrs(resourceAttrs, [2]string{}, [2]string{}, keyVals{})
c.resourceKeyVals = keyVals{keys: resourceKeys, vals: resourceValues}
}
func (c *collector) scopeInfo(scope instrumentation.Scope) (prometheus.Metric, error) {
c.mu.Lock()
defer c.mu.Unlock()
scopeInfo, ok := c.scopeInfos[scope]
if ok {
return scopeInfo, nil
}
if _, ok := c.scopeInfosInvalid[scope]; ok {
return nil, errScopeInvalid
}
scopeInfo, err := createScopeInfoMetric(scope)
if err != nil {
c.scopeInfosInvalid[scope] = struct{}{}
return nil, fmt.Errorf("cannot create scope info metric: %w", err)
}
c.scopeInfos[scope] = scopeInfo
return scopeInfo, nil
}
func (c *collector) validateMetrics(name, description string, metricType *dto.MetricType) (drop bool, help string) {
c.mu.Lock()
defer c.mu.Unlock()
emf, exist := c.metricFamilies[name]
if !exist {
c.metricFamilies[name] = &dto.MetricFamily{
Name: proto.String(name),
Help: proto.String(description),
Type: metricType,
}
return false, ""
}
if emf.GetType() != *metricType {
global.Error(
errors.New("instrument type conflict"),
"Using existing type definition.",
"instrument", name,
"existing", emf.GetType(),
"dropped", *metricType,
)
return true, ""
}
if emf.GetHelp() != description {
global.Info(
"Instrument description conflict, using existing",
"instrument", name,
"existing", emf.GetHelp(),
"dropped", description,
)
return false, emf.GetHelp()
}
return false, ""
}
func addExemplars[N int64 | float64](m prometheus.Metric, exemplars []metricdata.Exemplar[N]) prometheus.Metric {
if len(exemplars) == 0 {
return m
}
promExemplars := make([]prometheus.Exemplar, len(exemplars))
for i, exemplar := range exemplars {
labels := attributesToLabels(exemplar.FilteredAttributes)
// Overwrite any existing trace ID or span ID attributes
labels[traceIDExemplarKey] = hex.EncodeToString(exemplar.TraceID[:])
labels[spanIDExemplarKey] = hex.EncodeToString(exemplar.SpanID[:])
promExemplars[i] = prometheus.Exemplar{
Value: float64(exemplar.Value),
Timestamp: exemplar.Time,
Labels: labels,
}
}
metricWithExemplar, err := prometheus.NewMetricWithExemplars(m, promExemplars...)
if err != nil {
// If there are errors creating the metric with exemplars, just warn
// and return the metric without exemplars.
otel.Handle(err)
return m
}
return metricWithExemplar
}
func attributesToLabels(attrs []attribute.KeyValue) prometheus.Labels {
labels := make(map[string]string)
for _, attr := range attrs {
labels[string(attr.Key)] = attr.Value.Emit()
}
return labels
}