VictoriaMetrics/lib/promutils/labelscompressor.go
Aliaksandr Valialkin b958135677
lib/promutils: optimize LabelsCompressor.Decompress by using a specialized labelsMap struct instead of sync.Map
The labelsMap struct employs the fact that label indexes are condensed around 0,
so it stores the referred labels in a slice instead of map and uses slice index as label key.
This allows increasing the LabelsCompressor.Decompress performance by up to 3x.
This also reduces the latency of data flush in stream aggregation.
2024-03-03 23:25:27 +02:00

221 lines
6 KiB
Go

package promutils
import (
"sync"
"sync/atomic"
"unsafe"
"github.com/VictoriaMetrics/VictoriaMetrics/lib/bytesutil"
"github.com/VictoriaMetrics/VictoriaMetrics/lib/encoding"
"github.com/VictoriaMetrics/VictoriaMetrics/lib/logger"
"github.com/VictoriaMetrics/VictoriaMetrics/lib/prompbmarshal"
)
// LabelsCompressor compresses []prompbmarshal.Label into short binary strings
type LabelsCompressor struct {
labelToIdx sync.Map
idxToLabel labelsMap
nextIdx atomic.Uint64
totalSizeBytes atomic.Uint64
}
// SizeBytes returns the size of lc data in bytes
func (lc *LabelsCompressor) SizeBytes() uint64 {
return uint64(unsafe.Sizeof(*lc)) + lc.totalSizeBytes.Load()
}
// ItemsCount returns the number of items in lc
func (lc *LabelsCompressor) ItemsCount() uint64 {
return lc.nextIdx.Load()
}
// Compress compresses labels, appends the compressed labels to dst and returns the result.
//
// It is safe calling Compress from concurrent goroutines.
func (lc *LabelsCompressor) Compress(dst []byte, labels []prompbmarshal.Label) []byte {
if len(labels) == 0 {
// Fast path
return append(dst, 0)
}
a := encoding.GetUint64s(len(labels) + 1)
a.A[0] = uint64(len(labels))
lc.compress(a.A[1:], labels)
dst = encoding.MarshalVarUint64s(dst, a.A)
encoding.PutUint64s(a)
return dst
}
func (lc *LabelsCompressor) compress(dst []uint64, labels []prompbmarshal.Label) {
if len(labels) == 0 {
return
}
_ = dst[len(labels)-1]
for i, label := range labels {
v, ok := lc.labelToIdx.Load(label)
if !ok {
idx := lc.nextIdx.Add(1)
v = idx
labelCopy := cloneLabel(label)
lc.idxToLabel.Store(idx, labelCopy)
lc.labelToIdx.Store(labelCopy, v)
// Update lc.totalSizeBytes
labelSizeBytes := uint64(len(label.Name) + len(label.Value))
entrySizeBytes := labelSizeBytes + uint64(2*(unsafe.Sizeof(label)+unsafe.Sizeof(&label))+unsafe.Sizeof(v))
lc.totalSizeBytes.Add(entrySizeBytes)
}
dst[i] = v.(uint64)
}
}
func cloneLabel(label prompbmarshal.Label) prompbmarshal.Label {
// pre-allocate memory for label name and value
n := len(label.Name) + len(label.Value)
buf := make([]byte, 0, n)
buf = append(buf, label.Name...)
labelName := bytesutil.ToUnsafeString(buf)
buf = append(buf, label.Value...)
labelValue := bytesutil.ToUnsafeString(buf[len(labelName):])
return prompbmarshal.Label{
Name: labelName,
Value: labelValue,
}
}
// Decompress decompresses src into []prompbmarshal.Label, appends it to dst and returns the result.
//
// It is safe calling Decompress from concurrent goroutines.
func (lc *LabelsCompressor) Decompress(dst []prompbmarshal.Label, src []byte) []prompbmarshal.Label {
tail, labelsLen, err := encoding.UnmarshalVarUint64(src)
if err != nil {
logger.Panicf("BUG: cannot unmarshal labels length: %s", err)
}
if labelsLen == 0 {
// fast path - nothing to decode
if len(tail) > 0 {
logger.Panicf("BUG: unexpected non-empty tail left; len(tail)=%d; tail=%X", len(tail), tail)
}
return dst
}
a := encoding.GetUint64s(int(labelsLen))
tail, err = encoding.UnmarshalVarUint64s(a.A, tail)
if err != nil {
logger.Panicf("BUG: cannot unmarshal label indexes: %s", err)
}
if len(tail) > 0 {
logger.Panicf("BUG: unexpected non-empty tail left: len(tail)=%d; tail=%X", len(tail), tail)
}
dst = lc.decompress(dst, a.A)
encoding.PutUint64s(a)
return dst
}
func (lc *LabelsCompressor) decompress(dst []prompbmarshal.Label, src []uint64) []prompbmarshal.Label {
for _, idx := range src {
label, ok := lc.idxToLabel.Load(idx)
if !ok {
logger.Panicf("BUG: missing label for idx=%d", idx)
}
dst = append(dst, label)
}
return dst
}
// labelsMap maps uint64 key to prompbmarshal.Label
//
// uint64 keys must be packed close to 0. Otherwise the labelsMap structure will consume too much memory.
type labelsMap struct {
readOnly atomic.Pointer[[]*prompbmarshal.Label]
mutableLock sync.Mutex
mutable map[uint64]*prompbmarshal.Label
misses uint64
}
// Store stores label under the given idx.
//
// It is safe calling Store from concurrent goroutines.
func (lm *labelsMap) Store(idx uint64, label prompbmarshal.Label) {
lm.mutableLock.Lock()
if lm.mutable == nil {
lm.mutable = make(map[uint64]*prompbmarshal.Label)
}
lm.mutable[idx] = &label
lm.mutableLock.Unlock()
}
// Load returns the label for the given idx.
//
// Load returns false if lm doesn't contain label for the given idx.
//
// It is safe calling Load from concurrent goroutines.
//
// The performance of Load() scales linearly with CPU cores.
func (lm *labelsMap) Load(idx uint64) (prompbmarshal.Label, bool) {
if pReadOnly := lm.readOnly.Load(); pReadOnly != nil && idx < uint64(len(*pReadOnly)) {
if pLabel := (*pReadOnly)[idx]; pLabel != nil {
// Fast path - the label for the given idx has been found in lm.readOnly.
return *pLabel, true
}
}
// Slow path - search in lm.mutable.
return lm.loadSlow(idx)
}
func (lm *labelsMap) loadSlow(idx uint64) (prompbmarshal.Label, bool) {
lm.mutableLock.Lock()
// Try loading label from readOnly, since it could be updated while acquiring mutableLock.
pReadOnly := lm.readOnly.Load()
if pReadOnly != nil && idx < uint64(len(*pReadOnly)) {
if pLabel := (*pReadOnly)[idx]; pLabel != nil {
lm.mutableLock.Unlock()
return *pLabel, true
}
}
// The label for the idx wasn't found in readOnly. Search it in mutable.
lm.misses++
pLabel := lm.mutable[idx]
if pReadOnly == nil || lm.misses > uint64(len(*pReadOnly)) {
lm.moveMutableToReadOnlyLocked(pReadOnly)
lm.misses = 0
}
lm.mutableLock.Unlock()
if pLabel == nil {
return prompbmarshal.Label{}, false
}
return *pLabel, true
}
func (lm *labelsMap) moveMutableToReadOnlyLocked(pReadOnly *[]*prompbmarshal.Label) {
if len(lm.mutable) == 0 {
// Nothing to move
return
}
var labels []*prompbmarshal.Label
if pReadOnly != nil {
labels = append(labels, *pReadOnly...)
}
for idx, pLabel := range lm.mutable {
if idx < uint64(len(labels)) {
labels[idx] = pLabel
} else {
for idx > uint64(len(labels)) {
labels = append(labels, nil)
}
labels = append(labels, pLabel)
}
}
clear(lm.mutable)
lm.readOnly.Store(&labels)
}