VictoriaMetrics/lib/logstorage/block_search.go
Aliaksandr Valialkin 66d6514e2e
lib/logstorage: lazily read column headers metadata during queries
This improves performance for analytical queries, which do not need column headers metadata.
For example, the following query doesn't need column headers metadata, since _stream and min(_time)
are stored in block header, which is read separately from colum headers metadata:

  _time:1w | stats by (_stream) min(_time) min_time

This commit significantly improves the performance for this query.

Updates https://github.com/VictoriaMetrics/VictoriaMetrics/issues/7070
2024-09-25 19:18:37 +02:00

392 lines
11 KiB
Go

package logstorage
import (
"sync"
"github.com/VictoriaMetrics/VictoriaMetrics/lib/bytesutil"
"github.com/VictoriaMetrics/VictoriaMetrics/lib/encoding"
"github.com/VictoriaMetrics/VictoriaMetrics/lib/logger"
)
// The number of blocks to search at once by a single worker
//
// This number must be increased on systems with many CPU cores in order to amortize
// the overhead for passing the blockSearchWork to worker goroutines.
const blockSearchWorksPerBatch = 64
type blockSearchWork struct {
// p is the part where the block belongs to.
p *part
// so contains search options for the block search.
so *searchOptions
// bh is the header of the block to search.
bh blockHeader
}
func (bsw *blockSearchWork) reset() {
bsw.p = nil
bsw.so = nil
bsw.bh.reset()
}
type blockSearchWorkBatch struct {
bsws []blockSearchWork
}
func (bswb *blockSearchWorkBatch) reset() {
bsws := bswb.bsws
for i := range bsws {
bsws[i].reset()
}
bswb.bsws = bsws[:0]
}
func getBlockSearchWorkBatch() *blockSearchWorkBatch {
v := blockSearchWorkBatchPool.Get()
if v == nil {
return &blockSearchWorkBatch{
bsws: make([]blockSearchWork, 0, blockSearchWorksPerBatch),
}
}
return v.(*blockSearchWorkBatch)
}
func putBlockSearchWorkBatch(bswb *blockSearchWorkBatch) {
bswb.reset()
blockSearchWorkBatchPool.Put(bswb)
}
var blockSearchWorkBatchPool sync.Pool
func (bswb *blockSearchWorkBatch) appendBlockSearchWork(p *part, so *searchOptions, bh *blockHeader) bool {
bsws := bswb.bsws
bsws = append(bsws, blockSearchWork{
p: p,
so: so,
})
bsw := &bsws[len(bsws)-1]
bsw.bh.copyFrom(bh)
bswb.bsws = bsws
return len(bsws) < cap(bsws)
}
func getBlockSearch() *blockSearch {
v := blockSearchPool.Get()
if v == nil {
return &blockSearch{}
}
return v.(*blockSearch)
}
func putBlockSearch(bs *blockSearch) {
bs.reset()
// reset seenStreams before returning bs to the pool in order to reduce memory usage.
bs.seenStreams = nil
blockSearchPool.Put(bs)
}
var blockSearchPool sync.Pool
type blockSearch struct {
// bsw is the actual work to perform on the given block pointed by bsw.ph
bsw *blockSearchWork
// br contains result for the search in the block after search() call
br blockResult
// timestampsCache contains cached timestamps for the given block.
timestampsCache *encoding.Int64s
// bloomFilterCache contains cached bloom filters for requested columns in the given block
bloomFilterCache map[string]*bloomFilter
// valuesCache contains cached values for requested columns in the given block
valuesCache map[string]*stringBucket
// sbu is used for unmarshaling local columns
sbu stringsBlockUnmarshaler
// cshCached is the columnsHeader associated with the given block
//
// it is initialized lazily by calling getColumnsHeader().
cshCached columnsHeader
// cshInitialized is set to true if cshCached is initialized.
cshInitialized bool
// a is used for storing unmarshaled data in cshCached
a arena
// seenStreams contains seen streamIDs for the recent searches.
// It is used for speeding up fetching _stream column.
seenStreams map[u128]string
}
func (bs *blockSearch) reset() {
bs.bsw = nil
bs.br.reset()
if bs.timestampsCache != nil {
encoding.PutInt64s(bs.timestampsCache)
bs.timestampsCache = nil
}
bloomFilterCache := bs.bloomFilterCache
for k, bf := range bloomFilterCache {
putBloomFilter(bf)
delete(bloomFilterCache, k)
}
valuesCache := bs.valuesCache
for k, values := range valuesCache {
putStringBucket(values)
delete(valuesCache, k)
}
bs.sbu.reset()
bs.cshCached.reset()
bs.cshInitialized = false
bs.a.reset()
// Do not reset seenStreams, since its' lifetime is managed by blockResult.addStreamColumn() code.
}
func (bs *blockSearch) partPath() string {
return bs.bsw.p.path
}
func (bs *blockSearch) search(bsw *blockSearchWork, bm *bitmap) {
bs.reset()
bs.bsw = bsw
// search rows matching the given filter
bm.init(int(bsw.bh.rowsCount))
bm.setBits()
bs.bsw.so.filter.applyToBlockSearch(bs, bm)
if bm.isZero() {
// The filter doesn't match any logs in the current block.
return
}
bs.br.mustInit(bs, bm)
// fetch the requested columns to bs.br.
if bs.bsw.so.needAllColumns {
bs.br.initAllColumns()
} else {
bs.br.initRequestedColumns()
}
}
func (bs *blockSearch) getColumnsHeader() *columnsHeader {
if !bs.cshInitialized {
bs.cshCached.initFromBlockHeader(&bs.a, bs.bsw.p, &bs.bsw.bh)
}
return &bs.cshCached
}
func (csh *columnsHeader) initFromBlockHeader(a *arena, p *part, bh *blockHeader) {
bb := longTermBufPool.Get()
columnsHeaderSize := bh.columnsHeaderSize
if columnsHeaderSize > maxColumnsHeaderSize {
logger.Panicf("FATAL: %s: columns header size cannot exceed %d bytes; got %d bytes", p.path, maxColumnsHeaderSize, columnsHeaderSize)
}
bb.B = bytesutil.ResizeNoCopyMayOverallocate(bb.B, int(columnsHeaderSize))
p.columnsHeaderFile.MustReadAt(bb.B, int64(bh.columnsHeaderOffset))
if err := csh.unmarshal(a, bb.B); err != nil {
logger.Panicf("FATAL: %s: cannot unmarshal columns header: %s", p.path, err)
}
longTermBufPool.Put(bb)
}
// getBloomFilterForColumn returns bloom filter for the given ch.
//
// The returned bloom filter belongs to bs, so it becomes invalid after bs reset.
func (bs *blockSearch) getBloomFilterForColumn(ch *columnHeader) *bloomFilter {
bf := bs.bloomFilterCache[ch.name]
if bf != nil {
return bf
}
p := bs.bsw.p
bloomFilterFile := p.fieldBloomFilterFile
if ch.name == "" {
bloomFilterFile = p.messageBloomFilterFile
}
bb := longTermBufPool.Get()
bloomFilterSize := ch.bloomFilterSize
if bloomFilterSize > maxBloomFilterBlockSize {
logger.Panicf("FATAL: %s: bloom filter block size cannot exceed %d bytes; got %d bytes", bs.partPath(), maxBloomFilterBlockSize, bloomFilterSize)
}
bb.B = bytesutil.ResizeNoCopyMayOverallocate(bb.B, int(bloomFilterSize))
bloomFilterFile.MustReadAt(bb.B, int64(ch.bloomFilterOffset))
bf = getBloomFilter()
if err := bf.unmarshal(bb.B); err != nil {
logger.Panicf("FATAL: %s: cannot unmarshal bloom filter: %s", bs.partPath(), err)
}
longTermBufPool.Put(bb)
if bs.bloomFilterCache == nil {
bs.bloomFilterCache = make(map[string]*bloomFilter)
}
bs.bloomFilterCache[ch.name] = bf
return bf
}
// getValuesForColumn returns block values for the given ch.
//
// The returned values belong to bs, so they become invalid after bs reset.
func (bs *blockSearch) getValuesForColumn(ch *columnHeader) []string {
values := bs.valuesCache[ch.name]
if values != nil {
return values.a
}
p := bs.bsw.p
valuesFile := p.fieldValuesFile
if ch.name == "" {
valuesFile = p.messageValuesFile
}
bb := longTermBufPool.Get()
valuesSize := ch.valuesSize
if valuesSize > maxValuesBlockSize {
logger.Panicf("FATAL: %s: values block size cannot exceed %d bytes; got %d bytes", bs.partPath(), maxValuesBlockSize, valuesSize)
}
bb.B = bytesutil.ResizeNoCopyMayOverallocate(bb.B, int(valuesSize))
valuesFile.MustReadAt(bb.B, int64(ch.valuesOffset))
values = getStringBucket()
var err error
values.a, err = bs.sbu.unmarshal(values.a[:0], bb.B, bs.bsw.bh.rowsCount)
longTermBufPool.Put(bb)
if err != nil {
logger.Panicf("FATAL: %s: cannot unmarshal column %q: %s", bs.partPath(), ch.name, err)
}
if bs.valuesCache == nil {
bs.valuesCache = make(map[string]*stringBucket)
}
bs.valuesCache[ch.name] = values
return values.a
}
// getTimestamps returns timestamps for the given bs.
//
// The returned timestamps belong to bs, so they become invalid after bs reset.
func (bs *blockSearch) getTimestamps() []int64 {
timestamps := bs.timestampsCache
if timestamps != nil {
return timestamps.A
}
p := bs.bsw.p
bb := longTermBufPool.Get()
th := &bs.bsw.bh.timestampsHeader
blockSize := th.blockSize
if blockSize > maxTimestampsBlockSize {
logger.Panicf("FATAL: %s: timestamps block size cannot exceed %d bytes; got %d bytes", bs.partPath(), maxTimestampsBlockSize, blockSize)
}
bb.B = bytesutil.ResizeNoCopyMayOverallocate(bb.B, int(blockSize))
p.timestampsFile.MustReadAt(bb.B, int64(th.blockOffset))
rowsCount := int(bs.bsw.bh.rowsCount)
timestamps = encoding.GetInt64s(rowsCount)
var err error
timestamps.A, err = encoding.UnmarshalTimestamps(timestamps.A[:0], bb.B, th.marshalType, th.minTimestamp, rowsCount)
longTermBufPool.Put(bb)
if err != nil {
logger.Panicf("FATAL: %s: cannot unmarshal timestamps: %s", bs.partPath(), err)
}
bs.timestampsCache = timestamps
return timestamps.A
}
// mustReadBlockHeaders reads ih block headers from p, appends them to dst and returns the result.
func (ih *indexBlockHeader) mustReadBlockHeaders(dst []blockHeader, p *part) []blockHeader {
bbCompressed := longTermBufPool.Get()
indexBlockSize := ih.indexBlockSize
if indexBlockSize > maxIndexBlockSize {
logger.Panicf("FATAL: %s: index block size cannot exceed %d bytes; got %d bytes", p.indexFile.Path(), maxIndexBlockSize, indexBlockSize)
}
bbCompressed.B = bytesutil.ResizeNoCopyMayOverallocate(bbCompressed.B, int(indexBlockSize))
p.indexFile.MustReadAt(bbCompressed.B, int64(ih.indexBlockOffset))
bb := longTermBufPool.Get()
var err error
bb.B, err = encoding.DecompressZSTD(bb.B, bbCompressed.B)
longTermBufPool.Put(bbCompressed)
if err != nil {
logger.Panicf("FATAL: %s: cannot decompress indexBlock read at offset %d with size %d: %s", p.indexFile.Path(), ih.indexBlockOffset, ih.indexBlockSize, err)
}
dst, err = unmarshalBlockHeaders(dst, bb.B)
longTermBufPool.Put(bb)
if err != nil {
logger.Panicf("FATAL: %s: cannot unmarshal block headers read at offset %d with size %d: %s", p.indexFile.Path(), ih.indexBlockOffset, ih.indexBlockSize, err)
}
return dst
}
// getStreamStr returns _stream value for the given block at bs.
func (bs *blockSearch) getStreamStr() string {
sid := bs.bsw.bh.streamID.id
streamStr := bs.seenStreams[sid]
if streamStr != "" {
// Fast path - streamStr is found in the seenStreams.
return streamStr
}
// Slow path - load streamStr from the storage.
streamStr = bs.getStreamStrSlow()
if streamStr != "" {
// Store the found streamStr in seenStreams.
if len(bs.seenStreams) > 20_000 {
bs.seenStreams = nil
}
if bs.seenStreams == nil {
bs.seenStreams = make(map[u128]string)
}
bs.seenStreams[sid] = streamStr
}
return streamStr
}
func (bs *blockSearch) getStreamStrSlow() string {
bb := bbPool.Get()
defer bbPool.Put(bb)
bb.B = bs.bsw.p.pt.idb.appendStreamTagsByStreamID(bb.B[:0], &bs.bsw.bh.streamID)
if len(bb.B) == 0 {
// Couldn't find stream tags by sid. This may be the case when the corresponding log stream
// was recently registered and its tags aren't visible to search yet.
// The stream tags must become visible in a few seconds.
// See https://github.com/VictoriaMetrics/VictoriaMetrics/issues/6042
return ""
}
st := GetStreamTags()
mustUnmarshalStreamTags(st, bb.B)
bb.B = st.marshalString(bb.B[:0])
PutStreamTags(st)
return string(bb.B)
}