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sampling.go
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sampling.go
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// Copyright The OpenTelemetry Authors
// SPDX-License-Identifier: Apache-2.0
package auto
import (
"errors"
"strconv"
"strings"
"go.opentelemetry.io/auto/internal/pkg/instrumentation/probe/sampling"
)
// Sampler decides whether a trace should be sampled and exported.
type Sampler interface {
validate() error
convert() (*sampling.Config, error)
}
// OpenTelemetry spec-defined sampler names and environment variables for configuration.
const (
tracesSamplerKey = "OTEL_TRACES_SAMPLER"
tracesSamplerArgKey = "OTEL_TRACES_SAMPLER_ARG"
samplerNameAlwaysOn = "always_on"
samplerNameAlwaysOff = "always_off"
samplerNameTraceIDRatio = "traceidratio"
samplerNameParentBasedAlwaysOn = "parentbased_always_on"
samplerNameParsedBasedAlwaysOff = "parentbased_always_off"
samplerNameParentBasedTraceIDRatio = "parentbased_traceidratio"
)
// AlwaysOnSampler is a Sampler that samples every trace.
// Be careful about using this sampler in a production application with
// significant traffic: a new trace will be started and exported for every
// request.
type AlwaysOnSampler struct{}
var _ Sampler = AlwaysOnSampler{}
func (AlwaysOnSampler) validate() error {
return nil
}
func (AlwaysOnSampler) convert() (*sampling.Config, error) {
return &sampling.Config{
Samplers: map[sampling.SamplerID]sampling.SamplerConfig{
sampling.AlwaysOnID: {
SamplerType: sampling.SamplerAlwaysOn,
},
},
ActiveSampler: sampling.AlwaysOnID,
}, nil
}
// AlwaysOffSampler returns a Sampler that samples no traces.
type AlwaysOffSampler struct{}
var _ Sampler = AlwaysOffSampler{}
func (AlwaysOffSampler) validate() error {
return nil
}
func (AlwaysOffSampler) convert() (*sampling.Config, error) {
return &sampling.Config{
Samplers: map[sampling.SamplerID]sampling.SamplerConfig{
sampling.AlwaysOffID: {
SamplerType: sampling.SamplerAlwaysOff,
},
},
ActiveSampler: sampling.AlwaysOffID,
}, nil
}
// TraceIDRatioSampler samples a given fraction of traces. Fraction should be in the closed interval [0, 1].
// To respect the parent trace's SampledFlag, the TraceIDRatioSampler sampler should be used
// as a delegate of a [ParentBased] sampler.
type TraceIDRatioSampler struct {
// Fraction is the fraction of traces to sample. This value needs to be in the interval [0, 1].
Fraction float64
}
var _ Sampler = TraceIDRatioSampler{}
func (t TraceIDRatioSampler) validate() error {
if t.Fraction < 0 || t.Fraction > 1 {
return errors.New("fraction in TraceIDRatio must be in the range [0, 1]")
}
return nil
}
func (t TraceIDRatioSampler) convert() (*sampling.Config, error) {
tidConfig, err := sampling.NewTraceIDRatioConfig(t.Fraction)
if err != nil {
return nil, err
}
return &sampling.Config{
Samplers: map[sampling.SamplerID]sampling.SamplerConfig{
sampling.TraceIDRatioID: {
SamplerType: sampling.SamplerTraceIDRatio,
Config: tidConfig,
},
},
ActiveSampler: sampling.TraceIDRatioID,
}, nil
}
// ParentBasedSampler is a [Sampler] which behaves differently,
// based on the parent of the span. If the span has no parent,
// the Root sampler is used to make sampling decision. If the span has
// a parent, depending on whether the parent is remote and whether it
// is sampled, one of the following samplers will apply:
// - RemoteSampled (default: [AlwaysOn])
// - RemoteNotSampled (default: [AlwaysOff])
// - LocalSampled (default: [AlwaysOn])
// - LocalNotSampled (default: [AlwaysOff])
type ParentBasedSampler struct {
// Root is the Sampler used when a span is created without a parent.
Root Sampler
// RemoteSampled is the Sampler used when the span parent is remote and sampled.
RemoteSampled Sampler
// RemoteNotSampled is the Sampler used when the span parent is remote and not sampled.
RemoteNotSampled Sampler
// LocalSampled is the Sampler used when the span parent is local and sampled.
LocalSampled Sampler
// LocalNotSampled is the Sampler used when the span parent is local and not sampled.
LocalNotSampled Sampler
}
var _ Sampler = ParentBasedSampler{}
func validateParentBasedComponent(s Sampler) error {
if s == nil {
return nil
}
if _, ok := s.(ParentBasedSampler); ok {
return errors.New("parent-based sampler cannot wrap parent-based sampler")
}
return s.validate()
}
func (p ParentBasedSampler) validate() error {
var err error
return errors.Join(err,
validateParentBasedComponent(p.LocalNotSampled),
validateParentBasedComponent(p.LocalSampled),
validateParentBasedComponent(p.RemoteNotSampled),
validateParentBasedComponent(p.RemoteSampled),
validateParentBasedComponent(p.Root))
}
func (p ParentBasedSampler) convert() (*sampling.Config, error) {
pbc := sampling.DefaultParentBasedSampler()
samplers := make(map[sampling.SamplerID]sampling.SamplerConfig)
rootSampler, err := convertSamplerToConfig(p.Root)
if err != nil {
return nil, err
}
if rootSampler != nil {
pbc.Root = rootSampler.ActiveSampler
for id, config := range rootSampler.Samplers {
samplers[id] = config
}
}
remoteSampledSampler, err := convertSamplerToConfig(p.RemoteSampled)
if err != nil {
return nil, err
}
if remoteSampledSampler != nil {
pbc.RemoteSampled = remoteSampledSampler.ActiveSampler
for id, config := range remoteSampledSampler.Samplers {
samplers[id] = config
}
}
remoteNotSampledSampler, err := convertSamplerToConfig(p.RemoteNotSampled)
if err != nil {
return nil, err
}
if remoteNotSampledSampler != nil {
pbc.RemoteNotSampled = remoteNotSampledSampler.ActiveSampler
for id, config := range remoteNotSampledSampler.Samplers {
samplers[id] = config
}
}
localSampledSamplers, err := convertSamplerToConfig(p.LocalSampled)
if err != nil {
return nil, err
}
if localSampledSamplers != nil {
pbc.LocalSampled = localSampledSamplers.ActiveSampler
for id, config := range localSampledSamplers.Samplers {
samplers[id] = config
}
}
localNotSampledSampler, err := convertSamplerToConfig(p.LocalNotSampled)
if err != nil {
return nil, err
}
if localNotSampledSampler != nil {
pbc.LocalNotSampled = localNotSampledSampler.ActiveSampler
for id, config := range localNotSampledSampler.Samplers {
samplers[id] = config
}
}
samplers[sampling.ParentBasedID] = sampling.SamplerConfig{
SamplerType: sampling.SamplerParentBased,
Config: pbc,
}
return &sampling.Config{
Samplers: samplers,
ActiveSampler: sampling.ParentBasedID,
}, nil
}
// DefaultSampler returns a ParentBased sampler with the following defaults:
// - Root: AlwaysOn
// - RemoteSampled: AlwaysOn
// - RemoteNotSampled: AlwaysOff
// - LocalSampled: AlwaysOn
// - LocalNotSampled: AlwaysOff
func DefaultSampler() Sampler {
return ParentBasedSampler{
Root: AlwaysOnSampler{},
RemoteSampled: AlwaysOnSampler{},
RemoteNotSampled: AlwaysOffSampler{},
LocalSampled: AlwaysOnSampler{},
LocalNotSampled: AlwaysOffSampler{},
}
}
// newSamplerFromEnv creates a Sampler based on the environment variables.
// If the environment variables are not set, it returns a nil Sampler.
func newSamplerFromEnv(lookupEnv func(string) (string, bool)) (Sampler, error) {
samplerName, ok := lookupEnv(tracesSamplerKey)
if !ok {
return nil, nil
}
defaultSampler := DefaultSampler().(ParentBasedSampler)
samplerName = strings.ToLower(strings.TrimSpace(samplerName))
samplerArg, hasSamplerArg := lookupEnv(tracesSamplerArgKey)
samplerArg = strings.TrimSpace(samplerArg)
switch samplerName {
case samplerNameAlwaysOn:
return AlwaysOnSampler{}, nil
case samplerNameAlwaysOff:
return AlwaysOffSampler{}, nil
case samplerNameTraceIDRatio:
if hasSamplerArg {
ratio, err := strconv.ParseFloat(samplerArg, 64)
if err != nil {
return nil, err
}
return TraceIDRatioSampler{Fraction: ratio}, nil
}
return TraceIDRatioSampler{Fraction: 1}, nil
case samplerNameParentBasedAlwaysOn:
defaultSampler.Root = AlwaysOnSampler{}
return defaultSampler, nil
case samplerNameParsedBasedAlwaysOff:
defaultSampler.Root = AlwaysOffSampler{}
return defaultSampler, nil
case samplerNameParentBasedTraceIDRatio:
if !hasSamplerArg {
defaultSampler.Root = TraceIDRatioSampler{Fraction: 1}
return defaultSampler, nil
}
ratio, err := strconv.ParseFloat(samplerArg, 64)
if err != nil {
return nil, err
}
defaultSampler.Root = TraceIDRatioSampler{Fraction: ratio}
return defaultSampler, nil
default:
return nil, errors.New("unknown sampler name")
}
}
// convertSamplerToConfig converts a Sampler its internal representation.
func convertSamplerToConfig(s Sampler) (*sampling.Config, error) {
if s == nil {
return nil, nil
}
if err := s.validate(); err != nil {
return nil, err
}
return s.convert()
}