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storage_search.go
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storage_search.go
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package logstorage
import (
"math"
"sort"
"sync"
"github.com/VictoriaMetrics/VictoriaMetrics/lib/cgroup"
)
// genericSearchOptions contain options used for search.
type genericSearchOptions struct {
// tenantIDs must contain the list of tenantIDs for the search.
tenantIDs []TenantID
// filter is the filter to use for the search
filter filter
// resultColumnNames is names of columns to return in the result.
resultColumnNames []string
}
type searchOptions struct {
// Optional sorted list of tenantIDs for the search.
// If it is empty, then the search is performed by streamIDs
tenantIDs []TenantID
// Optional sorted list of streamIDs for the search.
// If it is empty, then the search is performed by tenantIDs
streamIDs []streamID
// minTimestamp is the minimum timestamp for the search
minTimestamp int64
// maxTimestamp is the maximum timestamp for the search
maxTimestamp int64
// filter is the filter to use for the search
filter filter
// resultColumnNames is names of columns to return in the result
resultColumnNames []string
}
// RunQuery runs the given q and calls processBlock for results
func (s *Storage) RunQuery(tenantIDs []TenantID, q *Query, stopCh <-chan struct{}, processBlock func(columns []BlockColumn)) {
resultColumnNames := q.getResultColumnNames()
so := &genericSearchOptions{
tenantIDs: tenantIDs,
filter: q.f,
resultColumnNames: resultColumnNames,
}
workersCount := cgroup.AvailableCPUs()
s.search(workersCount, so, stopCh, func(_ uint, br *blockResult) {
brs := getBlockRows()
cs := brs.cs
for i, columnName := range resultColumnNames {
cs = append(cs, BlockColumn{
Name: columnName,
Values: br.getColumnValues(i),
})
}
processBlock(cs)
brs.cs = cs
putBlockRows(brs)
})
}
type blockRows struct {
cs []BlockColumn
}
func (brs *blockRows) reset() {
cs := brs.cs
for i := range cs {
cs[i].reset()
}
brs.cs = cs[:0]
}
func getBlockRows() *blockRows {
v := blockRowsPool.Get()
if v == nil {
return &blockRows{}
}
return v.(*blockRows)
}
func putBlockRows(brs *blockRows) {
brs.reset()
blockRowsPool.Put(brs)
}
var blockRowsPool sync.Pool
// BlockColumn is a single column of a block of data
type BlockColumn struct {
// Name is the column name
Name string
// Values is column values
Values []string
}
func (c *BlockColumn) reset() {
c.Name = ""
c.Values = nil
}
// 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
// searchResultFunc must process sr.
//
// The callback is called at the worker with the given workerID.
type searchResultFunc func(workerID uint, br *blockResult)
// search searches for the matching rows according to so.
//
// It calls f for each found matching block.
func (s *Storage) search(workersCount int, so *genericSearchOptions, stopCh <-chan struct{}, processBlockResult searchResultFunc) {
// Spin up workers
var wg sync.WaitGroup
workCh := make(chan []*blockSearchWork, workersCount)
wg.Add(workersCount)
for i := 0; i < workersCount; i++ {
go func(workerID uint) {
bs := getBlockSearch()
for bsws := range workCh {
for _, bsw := range bsws {
bs.search(bsw)
if bs.br.RowsCount() > 0 {
processBlockResult(workerID, &bs.br)
}
}
}
putBlockSearch(bs)
wg.Done()
}(uint(i))
}
// Obtain common time filter from so.filter
tf, f := getCommonTimeFilter(so.filter)
// Select partitions according to the selected time range
s.partitionsLock.Lock()
ptws := s.partitions
minDay := tf.minTimestamp / nsecPerDay
n := sort.Search(len(ptws), func(i int) bool {
return ptws[i].day >= minDay
})
ptws = ptws[n:]
maxDay := tf.maxTimestamp / nsecPerDay
n = sort.Search(len(ptws), func(i int) bool {
return ptws[i].day > maxDay
})
ptws = ptws[:n]
for _, ptw := range ptws {
ptw.incRef()
}
s.partitionsLock.Unlock()
// Obtain common streamFilter from f
var sf *StreamFilter
sf, f = getCommonStreamFilter(f)
// Apply search to matching partitions
var pws []*partWrapper
for _, ptw := range ptws {
pws = ptw.pt.search(pws, tf, sf, f, so, workCh, stopCh)
}
// Wait until workers finish their work
close(workCh)
wg.Wait()
// Decrement references to parts
for _, pw := range pws {
pw.decRef()
}
// Decrement references to partitions
for _, ptw := range ptws {
ptw.decRef()
}
}
func (pt *partition) search(pwsDst []*partWrapper, tf *timeFilter, sf *StreamFilter, f filter, so *genericSearchOptions,
workCh chan<- []*blockSearchWork, stopCh <-chan struct{},
) []*partWrapper {
tenantIDs := so.tenantIDs
var streamIDs []streamID
if sf != nil {
streamIDs = pt.idb.searchStreamIDs(tenantIDs, sf)
tenantIDs = nil
}
if hasStreamFilters(f) {
f = initStreamFilters(tenantIDs, pt.idb, f)
}
soInternal := &searchOptions{
tenantIDs: tenantIDs,
streamIDs: streamIDs,
minTimestamp: tf.minTimestamp,
maxTimestamp: tf.maxTimestamp,
filter: f,
resultColumnNames: so.resultColumnNames,
}
return pt.ddb.search(pwsDst, soInternal, workCh, stopCh)
}
func hasStreamFilters(f filter) bool {
switch t := f.(type) {
case *andFilter:
return hasStreamFiltersInList(t.filters)
case *orFilter:
return hasStreamFiltersInList(t.filters)
case *notFilter:
return hasStreamFilters(t.f)
case *streamFilter:
return true
default:
return false
}
}
func hasStreamFiltersInList(filters []filter) bool {
for _, f := range filters {
if hasStreamFilters(f) {
return true
}
}
return false
}
func initStreamFilters(tenantIDs []TenantID, idb *indexdb, f filter) filter {
switch t := f.(type) {
case *andFilter:
return &andFilter{
filters: initStreamFiltersList(tenantIDs, idb, t.filters),
}
case *orFilter:
return &orFilter{
filters: initStreamFiltersList(tenantIDs, idb, t.filters),
}
case *notFilter:
return ¬Filter{
f: initStreamFilters(tenantIDs, idb, t.f),
}
case *streamFilter:
return &streamFilter{
f: t.f,
tenantIDs: tenantIDs,
idb: idb,
}
default:
return t
}
}
func initStreamFiltersList(tenantIDs []TenantID, idb *indexdb, filters []filter) []filter {
result := make([]filter, len(filters))
for i, f := range filters {
result[i] = initStreamFilters(tenantIDs, idb, f)
}
return result
}
func (ddb *datadb) search(pwsDst []*partWrapper, so *searchOptions, workCh chan<- []*blockSearchWork, stopCh <-chan struct{}) []*partWrapper {
// Select parts with data for the given time range
ddb.partsLock.Lock()
pwsDstLen := len(pwsDst)
pwsDst = appendPartsInTimeRange(pwsDst, ddb.inmemoryParts, so.minTimestamp, so.maxTimestamp)
pwsDst = appendPartsInTimeRange(pwsDst, ddb.fileParts, so.minTimestamp, so.maxTimestamp)
pws := pwsDst[pwsDstLen:]
for _, pw := range pws {
pw.incRef()
}
ddb.partsLock.Unlock()
// Apply search to matching parts
for _, pw := range pws {
pw.p.search(so, workCh, stopCh)
}
return pwsDst
}
func (p *part) search(so *searchOptions, workCh chan<- []*blockSearchWork, stopCh <-chan struct{}) {
bhss := getBlockHeaders()
if len(so.tenantIDs) > 0 {
p.searchByTenantIDs(so, bhss, workCh, stopCh)
} else {
p.searchByStreamIDs(so, bhss, workCh, stopCh)
}
putBlockHeaders(bhss)
}
func getBlockHeaders() *blockHeaders {
v := blockHeadersPool.Get()
if v == nil {
return &blockHeaders{}
}
return v.(*blockHeaders)
}
func putBlockHeaders(bhss *blockHeaders) {
bhss.reset()
blockHeadersPool.Put(bhss)
}
var blockHeadersPool sync.Pool
type blockHeaders struct {
bhs []blockHeader
}
func (bhss *blockHeaders) reset() {
bhs := bhss.bhs
for i := range bhs {
bhs[i].reset()
}
bhss.bhs = bhs[:0]
}
func (p *part) searchByTenantIDs(so *searchOptions, bhss *blockHeaders, workCh chan<- []*blockSearchWork, stopCh <-chan struct{}) {
// it is assumed that tenantIDs are sorted
tenantIDs := so.tenantIDs
bsws := make([]*blockSearchWork, 0, blockSearchWorksPerBatch)
scheduleBlockSearch := func(bh *blockHeader) bool {
// Do not use pool for blockSearchWork, since it is returned back to the pool
// at another goroutine, which may run on another CPU core.
// This means that it will be put into another per-CPU pool, which may result
// in slowdown related to memory synchronization between CPU cores.
// This slowdown is increased on systems with bigger number of CPU cores.
bsw := newBlockSearchWork(p, so, bh)
bsws = append(bsws, bsw)
if len(bsws) < cap(bsws) {
return true
}
select {
case <-stopCh:
return false
case workCh <- bsws:
bsws = make([]*blockSearchWork, 0, blockSearchWorksPerBatch)
return true
}
}
// it is assumed that ibhs are sorted
ibhs := p.indexBlockHeaders
for len(ibhs) > 0 && len(tenantIDs) > 0 {
select {
case <-stopCh:
return
default:
}
// locate tenantID equal or bigger than the tenantID in ibhs[0]
tenantID := &tenantIDs[0]
if tenantID.less(&ibhs[0].streamID.tenantID) {
tenantID = &ibhs[0].streamID.tenantID
n := sort.Search(len(tenantIDs), func(i int) bool {
return !tenantIDs[i].less(tenantID)
})
if n == len(tenantIDs) {
tenantIDs = nil
break
}
tenantID = &tenantIDs[n]
tenantIDs = tenantIDs[n:]
}
// locate indexBlockHeader with equal or bigger tenantID than the given tenantID
n := 0
if ibhs[0].streamID.tenantID.less(tenantID) {
n = sort.Search(len(ibhs), func(i int) bool {
return !ibhs[i].streamID.tenantID.less(tenantID)
})
// The end of ibhs[n-1] may contain blocks for the given tenantID, so move it backwards
n--
}
ibh := &ibhs[n]
ibhs = ibhs[n+1:]
if so.minTimestamp > ibh.maxTimestamp || so.maxTimestamp < ibh.minTimestamp {
// Skip the ibh, since it doesn't contain entries on the requested time range
continue
}
bhss.bhs = ibh.mustReadBlockHeaders(bhss.bhs[:0], p)
bhs := bhss.bhs
for len(bhs) > 0 {
// search for blocks with the given tenantID
n = sort.Search(len(bhs), func(i int) bool {
return !bhs[i].streamID.tenantID.less(tenantID)
})
bhs = bhs[n:]
for len(bhs) > 0 && bhs[0].streamID.tenantID.equal(tenantID) {
bh := &bhs[0]
bhs = bhs[1:]
th := &bh.timestampsHeader
if so.minTimestamp > th.maxTimestamp || so.maxTimestamp < th.minTimestamp {
continue
}
if !scheduleBlockSearch(bh) {
return
}
}
if len(bhs) == 0 {
break
}
// search for the next tenantID, which can potentially match tenantID from bhs[0]
tenantID = &bhs[0].streamID.tenantID
n = sort.Search(len(tenantIDs), func(i int) bool {
return !tenantIDs[i].less(tenantID)
})
if n == len(tenantIDs) {
tenantIDs = nil
break
}
tenantID = &tenantIDs[n]
tenantIDs = tenantIDs[n:]
}
}
// Flush the remaining work
if len(bsws) > 0 {
workCh <- bsws
}
}
func (p *part) searchByStreamIDs(so *searchOptions, bhss *blockHeaders, workCh chan<- []*blockSearchWork, stopCh <-chan struct{}) {
// it is assumed that streamIDs are sorted
streamIDs := so.streamIDs
bsws := make([]*blockSearchWork, 0, blockSearchWorksPerBatch)
scheduleBlockSearch := func(bh *blockHeader) bool {
// Do not use pool for blockSearchWork, since it is returned back to the pool
// at another goroutine, which may run on another CPU core.
// This means that it will be put into another per-CPU pool, which may result
// in slowdown related to memory synchronization between CPU cores.
// This slowdown is increased on systems with bigger number of CPU cores.
bsw := newBlockSearchWork(p, so, bh)
bsws = append(bsws, bsw)
if len(bsws) < cap(bsws) {
return true
}
select {
case <-stopCh:
return false
case workCh <- bsws:
bsws = make([]*blockSearchWork, 0, blockSearchWorksPerBatch)
return true
}
}
// it is assumed that ibhs are sorted
ibhs := p.indexBlockHeaders
for len(ibhs) > 0 && len(streamIDs) > 0 {
select {
case <-stopCh:
return
default:
}
// locate streamID equal or bigger than the streamID in ibhs[0]
streamID := &streamIDs[0]
if streamID.less(&ibhs[0].streamID) {
streamID = &ibhs[0].streamID
n := sort.Search(len(streamIDs), func(i int) bool {
return !streamIDs[i].less(streamID)
})
if n == len(streamIDs) {
streamIDs = nil
break
}
streamID = &streamIDs[n]
streamIDs = streamIDs[n:]
}
// locate indexBlockHeader with equal or bigger streamID than the given streamID
n := 0
if ibhs[0].streamID.less(streamID) {
n = sort.Search(len(ibhs), func(i int) bool {
return !ibhs[i].streamID.less(streamID)
})
// The end of ibhs[n-1] may contain blocks for the given streamID, so move it backwards.
n--
}
ibh := &ibhs[n]
ibhs = ibhs[n+1:]
if so.minTimestamp > ibh.maxTimestamp || so.maxTimestamp < ibh.minTimestamp {
// Skip the ibh, since it doesn't contain entries on the requested time range
continue
}
bhss.bhs = ibh.mustReadBlockHeaders(bhss.bhs[:0], p)
bhs := bhss.bhs
for len(bhs) > 0 {
// search for blocks with the given streamID
n = sort.Search(len(bhs), func(i int) bool {
return !bhs[i].streamID.less(streamID)
})
bhs = bhs[n:]
for len(bhs) > 0 && bhs[0].streamID.equal(streamID) {
bh := &bhs[0]
bhs = bhs[1:]
th := &bh.timestampsHeader
if so.minTimestamp > th.maxTimestamp || so.maxTimestamp < th.minTimestamp {
continue
}
if !scheduleBlockSearch(bh) {
return
}
}
if len(bhs) == 0 {
break
}
// search for the next streamID, which can potentially match streamID from bhs[0]
streamID = &bhs[0].streamID
n = sort.Search(len(streamIDs), func(i int) bool {
return !streamIDs[i].less(streamID)
})
if n == len(streamIDs) {
streamIDs = nil
break
}
streamID = &streamIDs[n]
streamIDs = streamIDs[n:]
}
}
// Flush the remaining work
if len(bsws) > 0 {
workCh <- bsws
}
}
func appendPartsInTimeRange(dst, src []*partWrapper, minTimestamp, maxTimestamp int64) []*partWrapper {
for _, pw := range src {
if maxTimestamp < pw.p.ph.MinTimestamp || minTimestamp > pw.p.ph.MaxTimestamp {
continue
}
dst = append(dst, pw)
}
return dst
}
func getCommonStreamFilter(f filter) (*StreamFilter, filter) {
switch t := f.(type) {
case *andFilter:
filters := t.filters
for i, filter := range filters {
sf, ok := filter.(*streamFilter)
if ok && !sf.f.isEmpty() {
// Remove sf from filters, since it doesn't filter out anything then.
af := &andFilter{
filters: append(filters[:i:i], filters[i+1:]...),
}
return sf.f, af
}
}
case *streamFilter:
return t.f, &noopFilter{}
}
return nil, f
}
func getCommonTimeFilter(f filter) (*timeFilter, filter) {
switch t := f.(type) {
case *andFilter:
for _, filter := range t.filters {
tf, ok := filter.(*timeFilter)
if ok {
// The tf must remain in af in order to properly filter out rows outside the selected time range
return tf, f
}
}
case *timeFilter:
return t, f
}
return allTimeFilter, f
}
var allTimeFilter = &timeFilter{
minTimestamp: math.MinInt64,
maxTimestamp: math.MaxInt64,
}