VictoriaMetrics/lib/logstorage/pipe_uniq.go

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package logstorage
import (
"fmt"
"slices"
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"strings"
"sync"
"sync/atomic"
"unsafe"
"github.com/cespare/xxhash/v2"
"github.com/VictoriaMetrics/VictoriaMetrics/lib/bytesutil"
"github.com/VictoriaMetrics/VictoriaMetrics/lib/encoding"
"github.com/VictoriaMetrics/VictoriaMetrics/lib/logger"
"github.com/VictoriaMetrics/VictoriaMetrics/lib/memory"
)
// pipeUniq processes '| uniq ...' queries.
//
// See https://docs.victoriametrics.com/victorialogs/logsql/#uniq-pipe
type pipeUniq struct {
// fields contains field names for returning unique values
byFields []string
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// if hitsFieldName isn't empty, then the number of hits per each unique value is stored in this field.
hitsFieldName string
limit uint64
}
func (pu *pipeUniq) String() string {
s := "uniq"
if len(pu.byFields) > 0 {
s += " by (" + fieldNamesString(pu.byFields) + ")"
}
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if pu.hitsFieldName != "" {
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s += " with hits"
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}
if pu.limit > 0 {
s += fmt.Sprintf(" limit %d", pu.limit)
}
return s
}
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func (pu *pipeUniq) canLiveTail() bool {
return false
}
func (pu *pipeUniq) updateNeededFields(neededFields, unneededFields fieldsSet) {
neededFields.reset()
unneededFields.reset()
if len(pu.byFields) == 0 {
neededFields.add("*")
} else {
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neededFields.addFields(pu.byFields)
}
}
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func (pu *pipeUniq) hasFilterInWithQuery() bool {
return false
}
func (pu *pipeUniq) initFilterInValues(_ map[string][]string, _ getFieldValuesFunc) (pipe, error) {
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return pu, nil
}
func (pu *pipeUniq) newPipeProcessor(workersCount int, stopCh <-chan struct{}, cancel func(), ppNext pipeProcessor) pipeProcessor {
maxStateSize := int64(float64(memory.Allowed()) * 0.2)
shards := make([]pipeUniqProcessorShard, workersCount)
for i := range shards {
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shards[i] = pipeUniqProcessorShard{
pipeUniqProcessorShardNopad: pipeUniqProcessorShardNopad{
pu: pu,
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},
}
}
pup := &pipeUniqProcessor{
pu: pu,
stopCh: stopCh,
cancel: cancel,
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ppNext: ppNext,
shards: shards,
maxStateSize: maxStateSize,
}
pup.stateSizeBudget.Store(maxStateSize)
return pup
}
type pipeUniqProcessor struct {
pu *pipeUniq
stopCh <-chan struct{}
cancel func()
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ppNext pipeProcessor
shards []pipeUniqProcessorShard
maxStateSize int64
stateSizeBudget atomic.Int64
}
type pipeUniqProcessorShard struct {
pipeUniqProcessorShardNopad
// The padding prevents false sharing on widespread platforms with 128 mod (cache line size) = 0 .
_ [128 - unsafe.Sizeof(pipeUniqProcessorShardNopad{})%128]byte
}
type pipeUniqProcessorShardNopad struct {
// pu points to the parent pipeUniq.
pu *pipeUniq
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// m holds per-row hits.
m map[string]*uint64
// keyBuf is a temporary buffer for building keys for m.
keyBuf []byte
// columnValues is a temporary buffer for the processed column values.
columnValues [][]string
// stateSizeBudget is the remaining budget for the whole state size for the shard.
// The per-shard budget is provided in chunks from the parent pipeUniqProcessor.
stateSizeBudget int
}
// writeBlock writes br to shard.
//
// It returns false if the block cannot be written because of the exceeded limit.
func (shard *pipeUniqProcessorShard) writeBlock(br *blockResult) bool {
if limit := shard.pu.limit; limit > 0 && uint64(len(shard.m)) > limit {
return false
}
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needHits := shard.pu.hitsFieldName != ""
byFields := shard.pu.byFields
if len(byFields) == 0 {
// Take into account all the columns in br.
keyBuf := shard.keyBuf
cs := br.getColumns()
for i := 0; i < br.rowsLen; i++ {
keyBuf = keyBuf[:0]
for _, c := range cs {
v := c.getValueAtRow(br, i)
keyBuf = encoding.MarshalBytes(keyBuf, bytesutil.ToUnsafeBytes(c.name))
keyBuf = encoding.MarshalBytes(keyBuf, bytesutil.ToUnsafeBytes(v))
}
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shard.updateState(bytesutil.ToUnsafeString(keyBuf), 1)
}
shard.keyBuf = keyBuf
return true
}
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if len(byFields) == 1 {
// Fast path for a single field.
c := br.getColumnByName(byFields[0])
if c.isConst {
v := c.valuesEncoded[0]
shard.updateState(v, uint64(br.rowsLen))
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return true
}
if c.valueType == valueTypeDict {
c.forEachDictValueWithHits(br, shard.updateState)
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return true
}
values := c.getValues(br)
for i, v := range values {
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if needHits || i == 0 || values[i-1] != values[i] {
shard.updateState(v, 1)
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}
}
return true
}
// Take into account only the selected columns.
columnValues := shard.columnValues[:0]
for _, f := range byFields {
c := br.getColumnByName(f)
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values := c.getValues(br)
columnValues = append(columnValues, values)
}
shard.columnValues = columnValues
keyBuf := shard.keyBuf
for i := 0; i < br.rowsLen; i++ {
seenValue := true
for _, values := range columnValues {
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if needHits || i == 0 || values[i-1] != values[i] {
seenValue = false
break
}
}
if seenValue {
continue
}
keyBuf = keyBuf[:0]
for _, values := range columnValues {
keyBuf = encoding.MarshalBytes(keyBuf, bytesutil.ToUnsafeBytes(values[i]))
}
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shard.updateState(bytesutil.ToUnsafeString(keyBuf), 1)
}
shard.keyBuf = keyBuf
return true
}
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func (shard *pipeUniqProcessorShard) updateState(v string, hits uint64) {
m := shard.getM()
pHits := m[v]
if pHits == nil {
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vCopy := strings.Clone(v)
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hits := uint64(0)
pHits = &hits
m[vCopy] = pHits
shard.stateSizeBudget -= len(vCopy) + int(unsafe.Sizeof(vCopy)+unsafe.Sizeof(hits)+unsafe.Sizeof(pHits))
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}
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*pHits += hits
}
func (shard *pipeUniqProcessorShard) getM() map[string]*uint64 {
if shard.m == nil {
shard.m = make(map[string]*uint64)
}
return shard.m
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}
func (pup *pipeUniqProcessor) writeBlock(workerID uint, br *blockResult) {
if br.rowsLen == 0 {
return
}
shard := &pup.shards[workerID]
for shard.stateSizeBudget < 0 {
// steal some budget for the state size from the global budget.
remaining := pup.stateSizeBudget.Add(-stateSizeBudgetChunk)
if remaining < 0 {
// The state size is too big. Stop processing data in order to avoid OOM crash.
if remaining+stateSizeBudgetChunk >= 0 {
// Notify worker goroutines to stop calling writeBlock() in order to save CPU time.
pup.cancel()
}
return
}
shard.stateSizeBudget += stateSizeBudgetChunk
}
if !shard.writeBlock(br) {
pup.cancel()
}
}
func (pup *pipeUniqProcessor) flush() error {
if n := pup.stateSizeBudget.Load(); n <= 0 {
return fmt.Errorf("cannot calculate [%s], since it requires more than %dMB of memory", pup.pu.String(), pup.maxStateSize/(1<<20))
}
// merge state across shards in parallel
ms, err := pup.mergeShardsParallel()
if err != nil {
return err
}
if needStop(pup.stopCh) {
return nil
}
resetHits := false
if limit := pup.pu.limit; limit > 0 {
// Trim the number of entries according to the given limit
entriesLen := 0
result := ms[:0]
for _, m := range ms {
entriesLen += len(m)
if uint64(entriesLen) <= limit {
result = append(result, m)
continue
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}
// There is little sense in returning partial hits when the limit on the number of unique entries is reached,
// since arbitrary number of unique entries and hits for these entries could be skipped.
// It is better to return zero hits instead of misleading hits results.
resetHits = true
for k := range m {
delete(m, k)
entriesLen--
if uint64(entriesLen) <= limit {
break
}
}
if len(m) > 0 {
result = append(result, m)
}
break
}
ms = result
}
// Write the calculated stats in parallel to the next pipe.
var wg sync.WaitGroup
for i, m := range ms {
wg.Add(1)
go func(workerID uint) {
defer wg.Done()
pup.writeShardData(workerID, m, resetHits)
}(uint(i))
}
wg.Wait()
return nil
}
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func (pup *pipeUniqProcessor) writeShardData(workerID uint, m map[string]*uint64, resetHits bool) {
wctx := &pipeUniqWriteContext{
workerID: workerID,
pup: pup,
}
byFields := pup.pu.byFields
var rowFields []Field
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addHitsFieldIfNeeded := func(dst []Field, hits uint64) []Field {
if pup.pu.hitsFieldName == "" {
return dst
}
if resetHits {
hits = 0
}
hitsStr := string(marshalUint64String(nil, hits))
dst = append(dst, Field{
Name: pup.pu.hitsFieldName,
Value: hitsStr,
})
return dst
}
if len(byFields) == 0 {
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for k, pHits := range m {
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if needStop(pup.stopCh) {
return
}
rowFields = rowFields[:0]
keyBuf := bytesutil.ToUnsafeBytes(k)
for len(keyBuf) > 0 {
name, nSize := encoding.UnmarshalBytes(keyBuf)
if nSize <= 0 {
logger.Panicf("BUG: cannot unmarshal field name")
}
keyBuf = keyBuf[nSize:]
value, nSize := encoding.UnmarshalBytes(keyBuf)
if nSize <= 0 {
logger.Panicf("BUG: cannot unmarshal field value")
}
keyBuf = keyBuf[nSize:]
rowFields = append(rowFields, Field{
Name: bytesutil.ToUnsafeString(name),
Value: bytesutil.ToUnsafeString(value),
})
}
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rowFields = addHitsFieldIfNeeded(rowFields, *pHits)
wctx.writeRow(rowFields)
}
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} else if len(byFields) == 1 {
fieldName := byFields[0]
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for k, pHits := range m {
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if needStop(pup.stopCh) {
return
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}
rowFields = append(rowFields[:0], Field{
Name: fieldName,
Value: k,
})
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rowFields = addHitsFieldIfNeeded(rowFields, *pHits)
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wctx.writeRow(rowFields)
}
} else {
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for k, pHits := range m {
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if needStop(pup.stopCh) {
return
}
rowFields = rowFields[:0]
keyBuf := bytesutil.ToUnsafeBytes(k)
fieldIdx := 0
for len(keyBuf) > 0 {
value, nSize := encoding.UnmarshalBytes(keyBuf)
if nSize <= 0 {
logger.Panicf("BUG: cannot unmarshal field value")
}
keyBuf = keyBuf[nSize:]
rowFields = append(rowFields, Field{
Name: byFields[fieldIdx],
Value: bytesutil.ToUnsafeString(value),
})
fieldIdx++
}
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rowFields = addHitsFieldIfNeeded(rowFields, *pHits)
wctx.writeRow(rowFields)
}
}
wctx.flush()
}
func (pup *pipeUniqProcessor) mergeShardsParallel() ([]map[string]*uint64, error) {
shards := pup.shards
shardsLen := len(shards)
if shardsLen == 1 {
m := shards[0].getM()
var ms []map[string]*uint64
if len(m) > 0 {
ms = append(ms, m)
}
return ms, nil
}
var wg sync.WaitGroup
perShardMaps := make([][]map[string]*uint64, shardsLen)
for i := range shards {
wg.Add(1)
go func(idx int) {
defer wg.Done()
shardMaps := make([]map[string]*uint64, shardsLen)
for i := range shardMaps {
shardMaps[i] = make(map[string]*uint64)
}
n := int64(0)
nTotal := int64(0)
for k, pHits := range shards[idx].getM() {
if needStop(pup.stopCh) {
return
}
h := xxhash.Sum64(bytesutil.ToUnsafeBytes(k))
m := shardMaps[h%uint64(len(shardMaps))]
n += updatePipeUniqMap(m, k, pHits)
if n > stateSizeBudgetChunk {
if nRemaining := pup.stateSizeBudget.Add(-n); nRemaining < 0 {
return
}
nTotal += n
n = 0
}
}
nTotal += n
pup.stateSizeBudget.Add(-n)
perShardMaps[idx] = shardMaps
// Clean the original map and return its state size budget back.
shards[idx].m = nil
pup.stateSizeBudget.Add(nTotal)
}(i)
}
wg.Wait()
if needStop(pup.stopCh) {
return nil, nil
}
if n := pup.stateSizeBudget.Load(); n < 0 {
return nil, fmt.Errorf("cannot calculate [%s], since it requires more than %dMB of memory", pup.pu.String(), pup.maxStateSize/(1<<20))
}
// Merge per-shard entries into perShardMaps[0]
for i := range perShardMaps {
wg.Add(1)
go func(idx int) {
defer wg.Done()
m := perShardMaps[0][idx]
for i := 1; i < len(perShardMaps); i++ {
n := int64(0)
nTotal := int64(0)
for k, psg := range perShardMaps[i][idx] {
if needStop(pup.stopCh) {
return
}
n += updatePipeUniqMap(m, k, psg)
if n > stateSizeBudgetChunk {
if nRemaining := pup.stateSizeBudget.Add(-n); nRemaining < 0 {
return
}
nTotal += n
n = 0
}
}
nTotal += n
pup.stateSizeBudget.Add(-n)
// Clean the original map and return its state size budget back.
perShardMaps[i][idx] = nil
pup.stateSizeBudget.Add(nTotal)
}
}(i)
}
wg.Wait()
if needStop(pup.stopCh) {
return nil, nil
}
if n := pup.stateSizeBudget.Load(); n < 0 {
return nil, fmt.Errorf("cannot calculate [%s], since it requires more than %dMB of memory", pup.pu.String(), pup.maxStateSize/(1<<20))
}
// Filter out maps without entries
ms := perShardMaps[0]
result := ms[:0]
for _, m := range ms {
if len(m) > 0 {
result = append(result, m)
}
}
return result, nil
}
func updatePipeUniqMap(m map[string]*uint64, k string, pHitsSrc *uint64) int64 {
pHitsDst := m[k]
if pHitsDst != nil {
*pHitsDst += *pHitsSrc
return 0
}
m[k] = pHitsSrc
return int64(unsafe.Sizeof(k) + unsafe.Sizeof(pHitsSrc))
}
type pipeUniqWriteContext struct {
workerID uint
pup *pipeUniqProcessor
rcs []resultColumn
br blockResult
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// rowsCount is the number of rows in the current block
rowsCount int
// valuesLen is the total length of values in the current block
valuesLen int
}
func (wctx *pipeUniqWriteContext) writeRow(rowFields []Field) {
rcs := wctx.rcs
areEqualColumns := len(rcs) == len(rowFields)
if areEqualColumns {
for i, f := range rowFields {
if rcs[i].name != f.Name {
areEqualColumns = false
break
}
}
}
if !areEqualColumns {
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// send the current block to ppNext and construct a block with new set of columns
wctx.flush()
rcs = wctx.rcs[:0]
for _, f := range rowFields {
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rcs = appendResultColumnWithName(rcs, f.Name)
}
wctx.rcs = rcs
}
for i, f := range rowFields {
v := f.Value
rcs[i].addValue(v)
wctx.valuesLen += len(v)
}
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wctx.rowsCount++
if wctx.valuesLen >= 1_000_000 {
wctx.flush()
}
}
func (wctx *pipeUniqWriteContext) flush() {
rcs := wctx.rcs
br := &wctx.br
wctx.valuesLen = 0
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// Flush rcs to ppNext
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br.setResultColumns(rcs, wctx.rowsCount)
wctx.rowsCount = 0
wctx.pup.ppNext.writeBlock(wctx.workerID, br)
br.reset()
for i := range rcs {
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rcs[i].resetValues()
}
}
func parsePipeUniq(lex *lexer) (*pipeUniq, error) {
if !lex.isKeyword("uniq") {
return nil, fmt.Errorf("expecting 'uniq'; got %q", lex.token)
}
lex.nextToken()
var pu pipeUniq
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if lex.isKeyword("by", "(") {
if lex.isKeyword("by") {
lex.nextToken()
}
bfs, err := parseFieldNamesInParens(lex)
if err != nil {
return nil, fmt.Errorf("cannot parse 'by' clause: %w", err)
}
if slices.Contains(bfs, "*") {
bfs = nil
}
pu.byFields = bfs
}
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if lex.isKeyword("with") {
lex.nextToken()
if !lex.isKeyword("hits") {
return nil, fmt.Errorf("missing 'hits' after 'with'")
}
}
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if lex.isKeyword("hits") {
lex.nextToken()
hitsFieldName := "hits"
for slices.Contains(pu.byFields, hitsFieldName) {
hitsFieldName += "s"
}
pu.hitsFieldName = hitsFieldName
}
if lex.isKeyword("limit") {
lex.nextToken()
n, ok := tryParseUint64(lex.token)
if !ok {
return nil, fmt.Errorf("cannot parse 'limit %s'", lex.token)
}
lex.nextToken()
pu.limit = n
}
return &pu, nil
}