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sampler.go
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// Copyright The OpenTelemetry Authors
// SPDX-License-Identifier: Apache-2.0
// Package consistent provides a consistent probability based sampler.
//
// Deprecated: This entire package is obsolete and based on a removed
// experimental specification (opentelemetry-specification#4673).
// It will be removed in a future release.
// See open-telemetry/opentelemetry-go#7485 for the replacement.
package consistent // import "go.opentelemetry.io/contrib/samplers/probability/consistent"
import (
"fmt"
"math/bits"
"math/rand"
"sync"
"go.opentelemetry.io/otel"
sdktrace "go.opentelemetry.io/otel/sdk/trace"
"go.opentelemetry.io/otel/trace"
)
// Deprecated: This package is obsolete.
type (
// ProbabilityBasedOption is an option to the
// ConssitentProbabilityBased sampler.
ProbabilityBasedOption interface {
apply(*consistentProbabilityBasedConfig)
}
consistentProbabilityBasedConfig struct {
source rand.Source
}
consistentProbabilityBasedRandomSource struct {
rand.Source
}
consistentProbabilityBased struct {
// "LAC" is an abbreviation for the logarithm of
// adjusted count. Greater values have greater
// representivity, therefore lesser sampling
// probability.
// lowLAC is the lower-probability log-adjusted count
lowLAC uint8
// highLAC is the higher-probability log-adjusted
// count. except for the zero probability special
// case, highLAC == lowLAC - 1.
highLAC uint8
// lowProb is the probability that lowLAC should be used,
// in the interval (0, 1]. For exact powers of two and the
// special case of 0 probability, lowProb == 1.
lowProb float64
// lock protects rnd
lock sync.Mutex
rnd *rand.Rand
}
)
// WithRandomSource sets the source of the randomness used by the Sampler.
//
// Deprecated: This package is obsolete.
func WithRandomSource(source rand.Source) ProbabilityBasedOption {
return consistentProbabilityBasedRandomSource{source}
}
func (s consistentProbabilityBasedRandomSource) apply(cfg *consistentProbabilityBasedConfig) {
cfg.source = s.Source
}
// ProbabilityBased samples a given fraction of traces. Based on the
// OpenTelemetry specification, this Sampler supports only power-of-two
// fractions. When the input fraction is not a power of two, it will
// be rounded down.
// - Fractions >= 1 will always sample.
// - Fractions < 2^-62 are treated as zero.
//
// This Sampler sets the OpenTelemetry tracestate p-value and/or r-value.
//
// To respect the parent trace's `SampledFlag`, this sampler should be
// used as the root delegate of a `Parent` sampler.
//
// Deprecated: This package is obsolete.
func ProbabilityBased(fraction float64, opts ...ProbabilityBasedOption) sdktrace.Sampler {
cfg := consistentProbabilityBasedConfig{
source: rand.NewSource(rand.Int63()), //nolint:gosec // G404: Use of weak random number generator (math/rand instead of crypto/rand) is ignored as this is not security-sensitive.
}
for _, opt := range opts {
opt.apply(&cfg)
}
if fraction < 0 {
fraction = 0
} else if fraction > 1 {
fraction = 1
}
lowLAC, highLAC, lowProb := splitProb(fraction)
return &consistentProbabilityBased{
lowLAC: lowLAC,
highLAC: highLAC,
lowProb: lowProb,
rnd: rand.New(cfg.source), //nolint:gosec // G404: Use of weak random number generator (math/rand instead of crypto/rand) is ignored as this is not security-sensitive.
}
}
func (cs *consistentProbabilityBased) newR() uint8 {
cs.lock.Lock()
defer cs.lock.Unlock()
return uint8(bits.LeadingZeros64(uint64(cs.rnd.Int63())) - 1) //nolint:gosec // Int63 returns an always positive number.
}
func (cs *consistentProbabilityBased) lowChoice() bool {
cs.lock.Lock()
defer cs.lock.Unlock()
return cs.rnd.Float64() < cs.lowProb
}
// ShouldSample implements "go.opentelemetry.io/otel/sdk/trace".Sampler.
//
// Deprecated: This package is obsolete.
func (cs *consistentProbabilityBased) ShouldSample(p sdktrace.SamplingParameters) sdktrace.SamplingResult {
psc := trace.SpanContextFromContext(p.ParentContext)
// Note: this ignores whether psc.IsValid() because this
// allows other otel trace state keys to pass through even
// for root decisions.
state := psc.TraceState()
otts, err := parseOTelTraceState(state.Get(traceStateKey), psc.IsSampled())
if err != nil {
// Note: a state.Insert(traceStateKey)
// follows, nothing else needs to be done here.
otel.Handle(err)
}
if !otts.hasRValue() {
otts.rvalue = cs.newR()
}
var decision sdktrace.SamplingDecision
var lac uint8
if cs.lowProb == 1 || cs.lowChoice() {
lac = cs.lowLAC
} else {
lac = cs.highLAC
}
if lac <= otts.rvalue {
decision = sdktrace.RecordAndSample
otts.pvalue = lac
} else {
decision = sdktrace.Drop
otts.pvalue = invalidValue
}
// Note: see the note in
// "go.opentelemetry.io/otel/trace".TraceState.Insert(). The
// error below is not a condition we're supposed to handle.
state, _ = state.Insert(traceStateKey, otts.serialize())
return sdktrace.SamplingResult{
Decision: decision,
Tracestate: state,
}
}
// Description returns "ProbabilityBased{%g}" with the configured probability.
//
// Deprecated: This package is obsolete.
func (cs *consistentProbabilityBased) Description() string {
var prob float64
if cs.lowLAC != pZeroValue {
prob = cs.lowProb * expToFloat64(-int(cs.lowLAC))
prob += (1 - cs.lowProb) * expToFloat64(-int(cs.highLAC))
}
return fmt.Sprintf("ProbabilityBased{%g}", prob)
}