VictoriaMetrics/lib/streamaggr/quantiles.go

59 lines
1.4 KiB
Go

package streamaggr
import (
"github.com/VictoriaMetrics/VictoriaMetrics/lib/bytesutil"
"github.com/valyala/histogram"
"strconv"
)
func quantilesInitFn(stateSize int, phis []float64) aggrValuesInitFn {
states := make([]*quantilesAggrState, stateSize)
return func(values []aggrValue) []aggrValue {
for i := range values {
state := states[i]
if state == nil {
state = &quantilesAggrState{
phis: phis,
}
states[i] = state
}
values[i] = &quantilesAggrValue{
state: state,
}
}
return values
}
}
type quantilesAggrState struct {
phis []float64
quantiles []float64
b []byte
}
// quantilesAggrValue calculates output=quantiles, e.g. the given quantiles over the input samples.
type quantilesAggrValue struct {
h *histogram.Fast
state *quantilesAggrState
}
func (av *quantilesAggrValue) pushSample(ctx *pushSampleCtx) {
if av.h == nil {
av.h = histogram.GetFast()
}
av.h.Update(ctx.sample.value)
}
func (av *quantilesAggrValue) flush(ctx *flushCtx, key string) {
if av.h != nil {
av.state.quantiles = av.h.Quantiles(av.state.quantiles[:0], av.state.phis)
}
histogram.PutFast(av.h)
if len(av.state.quantiles) > 0 {
for i, quantile := range av.state.quantiles {
av.state.b = strconv.AppendFloat(av.state.b[:0], av.state.phis[i], 'g', -1, 64)
phiStr := bytesutil.InternBytes(av.state.b)
ctx.appendSeriesWithExtraLabel(key, "quantiles", quantile, "quantile", phiStr)
}
}
}