// Copyright 2021 The Prometheus Authors
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
package tsdb
import (
"context"
"math"
"sort"
"sync"
"github.com/go-kit/log/level"
"github.com/pkg/errors"
"golang.org/x/exp/slices"
"github.com/prometheus/prometheus/model/labels"
"github.com/prometheus/prometheus/storage"
"github.com/prometheus/prometheus/tsdb/chunkenc"
"github.com/prometheus/prometheus/tsdb/chunks"
"github.com/prometheus/prometheus/tsdb/index"
)
func ( h * Head ) ExemplarQuerier ( ctx context . Context ) ( storage . ExemplarQuerier , error ) {
return h . exemplars . ExemplarQuerier ( ctx )
}
// Index returns an IndexReader against the block.
func ( h * Head ) Index ( ) ( IndexReader , error ) {
return h . indexRange ( math . MinInt64 , math . MaxInt64 ) , nil
}
func ( h * Head ) indexRange ( mint , maxt int64 ) * headIndexReader {
if hmin := h . MinTime ( ) ; hmin > mint {
mint = hmin
}
return & headIndexReader { head : h , mint : mint , maxt : maxt }
}
type headIndexReader struct {
head * Head
mint , maxt int64
}
func ( h * headIndexReader ) Close ( ) error {
return nil
}
func ( h * headIndexReader ) Symbols ( ) index . StringIter {
return h . head . postings . Symbols ( )
}
// SortedLabelValues returns label values present in the head for the
// specific label name that are within the time range mint to maxt.
// If matchers are specified the returned result set is reduced
// to label values of metrics matching the matchers.
func ( h * headIndexReader ) SortedLabelValues ( name string , matchers ... * labels . Matcher ) ( [ ] string , error ) {
values , err := h . LabelValues ( name , matchers ... )
if err == nil {
slices . Sort ( values )
}
return values , err
}
// LabelValues returns label values present in the head for the
// specific label name that are within the time range mint to maxt.
// If matchers are specified the returned result set is reduced
// to label values of metrics matching the matchers.
func ( h * headIndexReader ) LabelValues ( name string , matchers ... * labels . Matcher ) ( [ ] string , error ) {
if h . maxt < h . head . MinTime ( ) || h . mint > h . head . MaxTime ( ) {
return [ ] string { } , nil
}
if len ( matchers ) == 0 {
return h . head . postings . LabelValues ( name ) , nil
}
return labelValuesWithMatchers ( h , name , matchers ... )
}
// LabelNames returns all the unique label names present in the head
// that are within the time range mint to maxt.
func ( h * headIndexReader ) LabelNames ( matchers ... * labels . Matcher ) ( [ ] string , error ) {
if h . maxt < h . head . MinTime ( ) || h . mint > h . head . MaxTime ( ) {
return [ ] string { } , nil
}
if len ( matchers ) == 0 {
labelNames := h . head . postings . LabelNames ( )
slices . Sort ( labelNames )
return labelNames , nil
}
return labelNamesWithMatchers ( h , matchers ... )
}
// Postings returns the postings list iterator for the label pairs.
func ( h * headIndexReader ) Postings ( name string , values ... string ) ( index . Postings , error ) {
Label values with matchers by intersecting postings (#9907)
* LabelValues w/matchers by intersecting postings
Instead of iterating all matched series to find the values, this
checks if each one of the label values is present in the matched series
(postings).
Pending to be benchmarked.
Signed-off-by: Oleg Zaytsev <mail@olegzaytsev.com>
* Benchmark labelValuesWithMatchers
name old time/op new time/op
Querier/Head/labelValuesWithMatchers/i_with_n="1" 157ms ± 0% 48ms ± 0%
Querier/Head/labelValuesWithMatchers/i_with_n="^.+$" 1.80s ± 0% 0.46s ± 0%
Querier/Head/labelValuesWithMatchers/i_with_n="1",j!="foo" 144ms ± 0% 57ms ± 0%
Querier/Head/labelValuesWithMatchers/i_with_n="1",i=~"^.*$",j!="foo" 304ms ± 0% 111ms ± 0%
Querier/Head/labelValuesWithMatchers/n_with_j!="foo" 761ms ± 0% 164ms ± 0%
Querier/Head/labelValuesWithMatchers/n_with_i="1" 6.11µs ± 0% 6.62µs ± 0%
Querier/Block/labelValuesWithMatchers/i_with_n="1" 117ms ± 0% 62ms ± 0%
Querier/Block/labelValuesWithMatchers/i_with_n="^.+$" 1.44s ± 0% 0.24s ± 0%
Querier/Block/labelValuesWithMatchers/i_with_n="1",j!="foo" 92.1ms ± 0% 70.3ms ± 0%
Querier/Block/labelValuesWithMatchers/i_with_n="1",i=~"^.*$",j!="foo" 196ms ± 0% 115ms ± 0%
Querier/Block/labelValuesWithMatchers/n_with_j!="foo" 1.23s ± 0% 0.21s ± 0%
Querier/Block/labelValuesWithMatchers/n_with_i="1" 1.06ms ± 0% 0.88ms ± 0%
name old alloc/op new alloc/op
Querier/Head/labelValuesWithMatchers/i_with_n="1" 29.5MB ± 0% 26.9MB ± 0%
Querier/Head/labelValuesWithMatchers/i_with_n="^.+$" 46.8MB ± 0% 251.5MB ± 0%
Querier/Head/labelValuesWithMatchers/i_with_n="1",j!="foo" 29.5MB ± 0% 22.3MB ± 0%
Querier/Head/labelValuesWithMatchers/i_with_n="1",i=~"^.*$",j!="foo" 46.8MB ± 0% 23.9MB ± 0%
Querier/Head/labelValuesWithMatchers/n_with_j!="foo" 10.3kB ± 0% 138535.2kB ± 0%
Querier/Head/labelValuesWithMatchers/n_with_i="1" 5.54kB ± 0% 7.09kB ± 0%
Querier/Block/labelValuesWithMatchers/i_with_n="1" 39.1MB ± 0% 28.5MB ± 0%
Querier/Block/labelValuesWithMatchers/i_with_n="^.+$" 287MB ± 0% 253MB ± 0%
Querier/Block/labelValuesWithMatchers/i_with_n="1",j!="foo" 34.3MB ± 0% 23.9MB ± 0%
Querier/Block/labelValuesWithMatchers/i_with_n="1",i=~"^.*$",j!="foo" 51.6MB ± 0% 25.5MB ± 0%
Querier/Block/labelValuesWithMatchers/n_with_j!="foo" 144MB ± 0% 139MB ± 0%
Querier/Block/labelValuesWithMatchers/n_with_i="1" 6.43kB ± 0% 8.66kB ± 0%
name old allocs/op new allocs/op
Querier/Head/labelValuesWithMatchers/i_with_n="1" 104k ± 0% 500k ± 0%
Querier/Head/labelValuesWithMatchers/i_with_n="^.+$" 204k ± 0% 600k ± 0%
Querier/Head/labelValuesWithMatchers/i_with_n="1",j!="foo" 104k ± 0% 500k ± 0%
Querier/Head/labelValuesWithMatchers/i_with_n="1",i=~"^.*$",j!="foo" 204k ± 0% 500k ± 0%
Querier/Head/labelValuesWithMatchers/n_with_j!="foo" 66.0 ± 0% 255.0 ± 0%
Querier/Head/labelValuesWithMatchers/n_with_i="1" 61.0 ± 0% 205.0 ± 0%
Querier/Block/labelValuesWithMatchers/i_with_n="1" 304k ± 0% 600k ± 0%
Querier/Block/labelValuesWithMatchers/i_with_n="^.+$" 5.20M ± 0% 0.70M ± 0%
Querier/Block/labelValuesWithMatchers/i_with_n="1",j!="foo" 204k ± 0% 600k ± 0%
Querier/Block/labelValuesWithMatchers/i_with_n="1",i=~"^.*$",j!="foo" 304k ± 0% 600k ± 0%
Querier/Block/labelValuesWithMatchers/n_with_j!="foo" 3.00M ± 0% 0.00M ± 0%
Querier/Block/labelValuesWithMatchers/n_with_i="1" 61.0 ± 0% 247.0 ± 0%
Signed-off-by: Oleg Zaytsev <mail@olegzaytsev.com>
* Don't expand postings to intersect them
Using a min heap we can check whether matched postings intersect with
each one of the label values postings. This avoid expanding postings
(and thus having all of them in memory at any point).
Slightly slower than the expanding postings version for some cases, but
definitely pays the price once the cardinality grows.
Still offers 10x latency improvement where previous latencies were
reaching 1s.
Benchmark results:
name \ time/op old.txt intersect.txt intersect_noexpand.txt
Querier/Head/labelValuesWithMatchers/i_with_n="1" 157ms ± 0% 48ms ± 0% 110ms ± 0%
Querier/Head/labelValuesWithMatchers/i_with_n="^.+$" 1.80s ± 0% 0.46s ± 0% 0.18s ± 0%
Querier/Head/labelValuesWithMatchers/i_with_n="1",j!="foo" 144ms ± 0% 57ms ± 0% 125ms ± 0%
Querier/Head/labelValuesWithMatchers/i_with_n="1",i=~"^.*$",j!="foo" 304ms ± 0% 111ms ± 0% 177ms ± 0%
Querier/Head/labelValuesWithMatchers/n_with_j!="foo" 761ms ± 0% 164ms ± 0% 134ms ± 0%
Querier/Head/labelValuesWithMatchers/n_with_i="1" 6.11µs ± 0% 6.62µs ± 0% 4.29µs ± 0%
Querier/Block/labelValuesWithMatchers/i_with_n="1" 117ms ± 0% 62ms ± 0% 120ms ± 0%
Querier/Block/labelValuesWithMatchers/i_with_n="^.+$" 1.44s ± 0% 0.24s ± 0% 0.15s ± 0%
Querier/Block/labelValuesWithMatchers/i_with_n="1",j!="foo" 92.1ms ± 0% 70.3ms ± 0% 125.4ms ± 0%
Querier/Block/labelValuesWithMatchers/i_with_n="1",i=~"^.*$",j!="foo" 196ms ± 0% 115ms ± 0% 170ms ± 0%
Querier/Block/labelValuesWithMatchers/n_with_j!="foo" 1.23s ± 0% 0.21s ± 0% 0.14s ± 0%
Querier/Block/labelValuesWithMatchers/n_with_i="1" 1.06ms ± 0% 0.88ms ± 0% 0.92ms ± 0%
name \ alloc/op old.txt intersect.txt intersect_noexpand.txt
Querier/Head/labelValuesWithMatchers/i_with_n="1" 29.5MB ± 0% 26.9MB ± 0% 19.1MB ± 0%
Querier/Head/labelValuesWithMatchers/i_with_n="^.+$" 46.8MB ± 0% 251.5MB ± 0% 36.3MB ± 0%
Querier/Head/labelValuesWithMatchers/i_with_n="1",j!="foo" 29.5MB ± 0% 22.3MB ± 0% 19.1MB ± 0%
Querier/Head/labelValuesWithMatchers/i_with_n="1",i=~"^.*$",j!="foo" 46.8MB ± 0% 23.9MB ± 0% 20.7MB ± 0%
Querier/Head/labelValuesWithMatchers/n_with_j!="foo" 10.3kB ± 0% 138535.2kB ± 0% 6.4kB ± 0%
Querier/Head/labelValuesWithMatchers/n_with_i="1" 5.54kB ± 0% 7.09kB ± 0% 4.30kB ± 0%
Querier/Block/labelValuesWithMatchers/i_with_n="1" 39.1MB ± 0% 28.5MB ± 0% 20.7MB ± 0%
Querier/Block/labelValuesWithMatchers/i_with_n="^.+$" 287MB ± 0% 253MB ± 0% 38MB ± 0%
Querier/Block/labelValuesWithMatchers/i_with_n="1",j!="foo" 34.3MB ± 0% 23.9MB ± 0% 20.7MB ± 0%
Querier/Block/labelValuesWithMatchers/i_with_n="1",i=~"^.*$",j!="foo" 51.6MB ± 0% 25.5MB ± 0% 22.3MB ± 0%
Querier/Block/labelValuesWithMatchers/n_with_j!="foo" 144MB ± 0% 139MB ± 0% 0MB ± 0%
Querier/Block/labelValuesWithMatchers/n_with_i="1" 6.43kB ± 0% 8.66kB ± 0% 5.86kB ± 0%
name \ allocs/op old.txt intersect.txt intersect_noexpand.txt
Querier/Head/labelValuesWithMatchers/i_with_n="1" 104k ± 0% 500k ± 0% 300k ± 0%
Querier/Head/labelValuesWithMatchers/i_with_n="^.+$" 204k ± 0% 600k ± 0% 400k ± 0%
Querier/Head/labelValuesWithMatchers/i_with_n="1",j!="foo" 104k ± 0% 500k ± 0% 300k ± 0%
Querier/Head/labelValuesWithMatchers/i_with_n="1",i=~"^.*$",j!="foo" 204k ± 0% 500k ± 0% 300k ± 0%
Querier/Head/labelValuesWithMatchers/n_with_j!="foo" 66.0 ± 0% 255.0 ± 0% 139.0 ± 0%
Querier/Head/labelValuesWithMatchers/n_with_i="1" 61.0 ± 0% 205.0 ± 0% 87.0 ± 0%
Querier/Block/labelValuesWithMatchers/i_with_n="1" 304k ± 0% 600k ± 0% 400k ± 0%
Querier/Block/labelValuesWithMatchers/i_with_n="^.+$" 5.20M ± 0% 0.70M ± 0% 0.50M ± 0%
Querier/Block/labelValuesWithMatchers/i_with_n="1",j!="foo" 204k ± 0% 600k ± 0% 400k ± 0%
Querier/Block/labelValuesWithMatchers/i_with_n="1",i=~"^.*$",j!="foo" 304k ± 0% 600k ± 0% 400k ± 0%
Querier/Block/labelValuesWithMatchers/n_with_j!="foo" 3.00M ± 0% 0.00M ± 0% 0.00M ± 0%
Querier/Block/labelValuesWithMatchers/n_with_i="1" 61.0 ± 0% 247.0 ± 0% 129.0 ± 0%
Signed-off-by: Oleg Zaytsev <mail@olegzaytsev.com>
* Apply comment suggestions from the code review
Signed-off-by: Oleg Zaytsev <mail@olegzaytsev.com>
Co-authored-by: Ganesh Vernekar <15064823+codesome@users.noreply.github.com>
* Change else { if } to else if
Signed-off-by: Oleg Zaytsev <mail@olegzaytsev.com>
* Remove sorting of label values
We were not sorting them before, so no need to sort them now
Signed-off-by: Oleg Zaytsev <mail@olegzaytsev.com>
Co-authored-by: Ganesh Vernekar <15064823+codesome@users.noreply.github.com>
3 years ago
switch len ( values ) {
case 0 :
return index . EmptyPostings ( ) , nil
case 1 :
return h . head . postings . Get ( name , values [ 0 ] ) , nil
default :
res := make ( [ ] index . Postings , 0 , len ( values ) )
for _ , value := range values {
res = append ( res , h . head . postings . Get ( name , value ) )
}
return index . Merge ( res ... ) , nil
}
}
func ( h * headIndexReader ) SortedPostings ( p index . Postings ) index . Postings {
series := make ( [ ] * memSeries , 0 , 128 )
// Fetch all the series only once.
for p . Next ( ) {
s := h . head . series . getByID ( chunks . HeadSeriesRef ( p . At ( ) ) )
if s == nil {
level . Debug ( h . head . logger ) . Log ( "msg" , "Looked up series not found" )
} else {
series = append ( series , s )
}
}
if err := p . Err ( ) ; err != nil {
return index . ErrPostings ( errors . Wrap ( err , "expand postings" ) )
}
sort . Slice ( series , func ( i , j int ) bool {
return labels . Compare ( series [ i ] . lset , series [ j ] . lset ) < 0
} )
// Convert back to list.
ep := make ( [ ] storage . SeriesRef , 0 , len ( series ) )
for _ , p := range series {
ep = append ( ep , storage . SeriesRef ( p . ref ) )
}
return index . NewListPostings ( ep )
}
// Series returns the series for the given reference.
func ( h * headIndexReader ) Series ( ref storage . SeriesRef , builder * labels . ScratchBuilder , chks * [ ] chunks . Meta ) error {
s := h . head . series . getByID ( chunks . HeadSeriesRef ( ref ) )
if s == nil {
h . head . metrics . seriesNotFound . Inc ( )
return storage . ErrNotFound
}
builder . Assign ( s . lset )
s . Lock ( )
defer s . Unlock ( )
* chks = ( * chks ) [ : 0 ]
for i , c := range s . mmappedChunks {
// Do not expose chunks that are outside of the specified range.
if ! c . OverlapsClosedInterval ( h . mint , h . maxt ) {
continue
}
* chks = append ( * chks , chunks . Meta {
MinTime : c . minTime ,
MaxTime : c . maxTime ,
Ref : chunks . ChunkRef ( chunks . NewHeadChunkRef ( s . ref , s . headChunkID ( i ) ) ) ,
} )
}
if s . headChunk != nil && s . headChunk . OverlapsClosedInterval ( h . mint , h . maxt ) {
* chks = append ( * chks , chunks . Meta {
MinTime : s . headChunk . minTime ,
MaxTime : math . MaxInt64 , // Set the head chunks as open (being appended to).
Ref : chunks . ChunkRef ( chunks . NewHeadChunkRef ( s . ref , s . headChunkID ( len ( s . mmappedChunks ) ) ) ) ,
} )
}
return nil
}
// headChunkID returns the HeadChunkID referred to by the given position.
// * 0 <= pos < len(s.mmappedChunks) refer to s.mmappedChunks[pos]
// * pos == len(s.mmappedChunks) refers to s.headChunk
func ( s * memSeries ) headChunkID ( pos int ) chunks . HeadChunkID {
return chunks . HeadChunkID ( pos ) + s . firstChunkID
}
// oooHeadChunkID returns the HeadChunkID referred to by the given position.
// * 0 <= pos < len(s.oooMmappedChunks) refer to s.oooMmappedChunks[pos]
// * pos == len(s.oooMmappedChunks) refers to s.oooHeadChunk
func ( s * memSeries ) oooHeadChunkID ( pos int ) chunks . HeadChunkID {
return chunks . HeadChunkID ( pos ) + s . firstOOOChunkID
}
// LabelValueFor returns label value for the given label name in the series referred to by ID.
func ( h * headIndexReader ) LabelValueFor ( id storage . SeriesRef , label string ) ( string , error ) {
memSeries := h . head . series . getByID ( chunks . HeadSeriesRef ( id ) )
if memSeries == nil {
return "" , storage . ErrNotFound
}
value := memSeries . lset . Get ( label )
if value == "" {
return "" , storage . ErrNotFound
}
return value , nil
}
// LabelNamesFor returns all the label names for the series referred to by IDs.
// The names returned are sorted.
func ( h * headIndexReader ) LabelNamesFor ( ids ... storage . SeriesRef ) ( [ ] string , error ) {
namesMap := make ( map [ string ] struct { } )
for _ , id := range ids {
memSeries := h . head . series . getByID ( chunks . HeadSeriesRef ( id ) )
if memSeries == nil {
return nil , storage . ErrNotFound
}
memSeries . lset . Range ( func ( lbl labels . Label ) {
namesMap [ lbl . Name ] = struct { } { }
} )
}
names := make ( [ ] string , 0 , len ( namesMap ) )
for name := range namesMap {
names = append ( names , name )
}
slices . Sort ( names )
return names , nil
}
// Chunks returns a ChunkReader against the block.
func ( h * Head ) Chunks ( ) ( ChunkReader , error ) {
return h . chunksRange ( math . MinInt64 , math . MaxInt64 , h . iso . State ( math . MinInt64 , math . MaxInt64 ) )
}
func ( h * Head ) chunksRange ( mint , maxt int64 , is * isolationState ) ( * headChunkReader , error ) {
h . closedMtx . Lock ( )
defer h . closedMtx . Unlock ( )
if h . closed {
return nil , errors . New ( "can't read from a closed head" )
}
if hmin := h . MinTime ( ) ; hmin > mint {
mint = hmin
}
return & headChunkReader {
head : h ,
mint : mint ,
maxt : maxt ,
isoState : is ,
} , nil
}
type headChunkReader struct {
head * Head
mint , maxt int64
isoState * isolationState
}
func ( h * headChunkReader ) Close ( ) error {
if h . isoState != nil {
h . isoState . Close ( )
}
return nil
}
// Chunk returns the chunk for the reference number.
func ( h * headChunkReader ) Chunk ( meta chunks . Meta ) ( chunkenc . Chunk , error ) {
sid , cid := chunks . HeadChunkRef ( meta . Ref ) . Unpack ( )
s := h . head . series . getByID ( sid )
// This means that the series has been garbage collected.
if s == nil {
return nil , storage . ErrNotFound
}
s . Lock ( )
c , garbageCollect , err := s . chunk ( cid , h . head . chunkDiskMapper , & h . head . memChunkPool )
if err != nil {
s . Unlock ( )
return nil , err
}
defer func ( ) {
if garbageCollect {
// Set this to nil so that Go GC can collect it after it has been used.
c . chunk = nil
h . head . memChunkPool . Put ( c )
}
} ( )
// This means that the chunk is outside the specified range.
if ! c . OverlapsClosedInterval ( h . mint , h . maxt ) {
s . Unlock ( )
return nil , storage . ErrNotFound
}
s . Unlock ( )
return & safeChunk {
Chunk : c . chunk ,
s : s ,
cid : cid ,
isoState : h . isoState ,
chunkDiskMapper : h . head . chunkDiskMapper ,
memChunkPool : & h . head . memChunkPool ,
} , nil
}
// chunk returns the chunk for the HeadChunkID from memory or by m-mapping it from the disk.
// If garbageCollect is true, it means that the returned *memChunk
// (and not the chunkenc.Chunk inside it) can be garbage collected after its usage.
func ( s * memSeries ) chunk ( id chunks . HeadChunkID , chunkDiskMapper * chunks . ChunkDiskMapper , memChunkPool * sync . Pool ) ( chunk * memChunk , garbageCollect bool , err error ) {
// ix represents the index of chunk in the s.mmappedChunks slice. The chunk id's are
// incremented by 1 when new chunk is created, hence (id - firstChunkID) gives the slice index.
// The max index for the s.mmappedChunks slice can be len(s.mmappedChunks)-1, hence if the ix
// is len(s.mmappedChunks), it represents the next chunk, which is the head chunk.
ix := int ( id ) - int ( s . firstChunkID )
if ix < 0 || ix > len ( s . mmappedChunks ) {
return nil , false , storage . ErrNotFound
}
if ix == len ( s . mmappedChunks ) {
if s . headChunk == nil {
return nil , false , errors . New ( "invalid head chunk" )
}
return s . headChunk , false , nil
}
chk , err := chunkDiskMapper . Chunk ( s . mmappedChunks [ ix ] . ref )
if err != nil {
if _ , ok := err . ( * chunks . CorruptionErr ) ; ok {
panic ( err )
}
return nil , false , err
}
mc := memChunkPool . Get ( ) . ( * memChunk )
mc . chunk = chk
mc . minTime = s . mmappedChunks [ ix ] . minTime
mc . maxTime = s . mmappedChunks [ ix ] . maxTime
return mc , true , nil
}
// oooMergedChunk returns the requested chunk based on the given chunks.Meta
// reference from memory or by m-mapping it from the disk. The returned chunk
// might be a merge of all the overlapping chunks, if any, amongst all the
// chunks in the OOOHead.
// This function is not thread safe unless the caller holds a lock.
func ( s * memSeries ) oooMergedChunk ( meta chunks . Meta , cdm * chunks . ChunkDiskMapper , mint , maxt int64 ) ( chunk * mergedOOOChunks , err error ) {
_ , cid := chunks . HeadChunkRef ( meta . Ref ) . Unpack ( )
// ix represents the index of chunk in the s.mmappedChunks slice. The chunk meta's are
// incremented by 1 when new chunk is created, hence (meta - firstChunkID) gives the slice index.
// The max index for the s.mmappedChunks slice can be len(s.mmappedChunks)-1, hence if the ix
// is len(s.mmappedChunks), it represents the next chunk, which is the head chunk.
ix := int ( cid ) - int ( s . firstOOOChunkID )
if ix < 0 || ix > len ( s . oooMmappedChunks ) {
return nil , storage . ErrNotFound
}
if ix == len ( s . oooMmappedChunks ) {
if s . oooHeadChunk == nil {
return nil , errors . New ( "invalid ooo head chunk" )
}
}
// We create a temporary slice of chunk metas to hold the information of all
// possible chunks that may overlap with the requested chunk.
tmpChks := make ( [ ] chunkMetaAndChunkDiskMapperRef , 0 , len ( s . oooMmappedChunks ) )
oooHeadRef := chunks . ChunkRef ( chunks . NewHeadChunkRef ( s . ref , s . oooHeadChunkID ( len ( s . oooMmappedChunks ) ) ) )
if s . oooHeadChunk != nil && s . oooHeadChunk . OverlapsClosedInterval ( mint , maxt ) {
// We only want to append the head chunk if this chunk existed when
// Series() was called. This brings consistency in case new data
// is added in between Series() and Chunk() calls.
if oooHeadRef == meta . OOOLastRef {
tmpChks = append ( tmpChks , chunkMetaAndChunkDiskMapperRef {
meta : chunks . Meta {
// Ignoring samples added before and after the last known min and max time for this chunk.
MinTime : meta . OOOLastMinTime ,
MaxTime : meta . OOOLastMaxTime ,
Ref : oooHeadRef ,
} ,
} )
}
}
for i , c := range s . oooMmappedChunks {
chunkRef := chunks . ChunkRef ( chunks . NewHeadChunkRef ( s . ref , s . oooHeadChunkID ( i ) ) )
// We can skip chunks that came in later than the last known OOOLastRef.
if chunkRef > meta . OOOLastRef {
break
}
if chunkRef == meta . OOOLastRef {
tmpChks = append ( tmpChks , chunkMetaAndChunkDiskMapperRef {
meta : chunks . Meta {
MinTime : meta . OOOLastMinTime ,
MaxTime : meta . OOOLastMaxTime ,
Ref : chunkRef ,
} ,
ref : c . ref ,
origMinT : c . minTime ,
origMaxT : c . maxTime ,
} )
} else if c . OverlapsClosedInterval ( mint , maxt ) {
tmpChks = append ( tmpChks , chunkMetaAndChunkDiskMapperRef {
meta : chunks . Meta {
MinTime : c . minTime ,
MaxTime : c . maxTime ,
Ref : chunkRef ,
} ,
ref : c . ref ,
} )
}
}
// Next we want to sort all the collected chunks by min time so we can find
// those that overlap and stop when we know the rest don't.
sort . Sort ( byMinTimeAndMinRef ( tmpChks ) )
mc := & mergedOOOChunks { }
absoluteMax := int64 ( math . MinInt64 )
for _ , c := range tmpChks {
if c . meta . Ref != meta . Ref && ( len ( mc . chunks ) == 0 || c . meta . MinTime > absoluteMax ) {
continue
}
if c . meta . Ref == oooHeadRef {
var xor * chunkenc . XORChunk
// If head chunk min and max time match the meta OOO markers
// that means that the chunk has not expanded so we can append
// it as it is.
if s . oooHeadChunk . minTime == meta . OOOLastMinTime && s . oooHeadChunk . maxTime == meta . OOOLastMaxTime {
xor , err = s . oooHeadChunk . chunk . ToXOR ( ) // TODO(jesus.vazquez) (This is an optimization idea that has no priority and might not be that useful) See if we could use a copy of the underlying slice. That would leave the more expensive ToXOR() function only for the usecase where Bytes() is called.
} else {
// We need to remove samples that are outside of the markers
xor , err = s . oooHeadChunk . chunk . ToXORBetweenTimestamps ( meta . OOOLastMinTime , meta . OOOLastMaxTime )
}
if err != nil {
return nil , errors . Wrap ( err , "failed to convert ooo head chunk to xor chunk" )
}
c . meta . Chunk = xor
} else {
chk , err := cdm . Chunk ( c . ref )
if err != nil {
if _ , ok := err . ( * chunks . CorruptionErr ) ; ok {
return nil , errors . Wrap ( err , "invalid ooo mmapped chunk" )
}
return nil , err
}
if c . meta . Ref == meta . OOOLastRef &&
( c . origMinT != meta . OOOLastMinTime || c . origMaxT != meta . OOOLastMaxTime ) {
// The head expanded and was memory mapped so now we need to
// wrap the chunk within a chunk that doesnt allows us to iterate
// through samples out of the OOOLastMinT and OOOLastMaxT
// markers.
c . meta . Chunk = boundedChunk { chk , meta . OOOLastMinTime , meta . OOOLastMaxTime }
} else {
c . meta . Chunk = chk
}
}
mc . chunks = append ( mc . chunks , c . meta )
if c . meta . MaxTime > absoluteMax {
absoluteMax = c . meta . MaxTime
}
}
return mc , nil
}
var _ chunkenc . Chunk = & mergedOOOChunks { }
// mergedOOOChunks holds the list of overlapping chunks. This struct satisfies
// chunkenc.Chunk.
type mergedOOOChunks struct {
chunks [ ] chunks . Meta
}
// Bytes is a very expensive method because its calling the iterator of all the
// chunks in the mergedOOOChunk and building a new chunk with the samples.
func ( o mergedOOOChunks ) Bytes ( ) [ ] byte {
xc := chunkenc . NewXORChunk ( )
app , err := xc . Appender ( )
if err != nil {
panic ( err )
}
it := o . Iterator ( nil )
for it . Next ( ) == chunkenc . ValFloat {
t , v := it . At ( )
app . Append ( t , v )
}
return xc . Bytes ( )
}
func ( o mergedOOOChunks ) Encoding ( ) chunkenc . Encoding {
return chunkenc . EncXOR
}
func ( o mergedOOOChunks ) Appender ( ) ( chunkenc . Appender , error ) {
return nil , errors . New ( "can't append to mergedOOOChunks" )
}
func ( o mergedOOOChunks ) Iterator ( iterator chunkenc . Iterator ) chunkenc . Iterator {
return storage . ChainSampleIteratorFromMetas ( iterator , o . chunks )
}
func ( o mergedOOOChunks ) NumSamples ( ) int {
samples := 0
for _ , c := range o . chunks {
samples += c . Chunk . NumSamples ( )
}
return samples
}
func ( o mergedOOOChunks ) Compact ( ) { }
var _ chunkenc . Chunk = & boundedChunk { }
// boundedChunk is an implementation of chunkenc.Chunk that uses a
// boundedIterator that only iterates through samples which timestamps are
// >= minT and <= maxT
type boundedChunk struct {
chunkenc . Chunk
minT int64
maxT int64
}
func ( b boundedChunk ) Bytes ( ) [ ] byte {
xor := chunkenc . NewXORChunk ( )
a , _ := xor . Appender ( )
it := b . Iterator ( nil )
for it . Next ( ) == chunkenc . ValFloat {
t , v := it . At ( )
a . Append ( t , v )
}
return xor . Bytes ( )
}
func ( b boundedChunk ) Iterator ( iterator chunkenc . Iterator ) chunkenc . Iterator {
it := b . Chunk . Iterator ( iterator )
if it == nil {
panic ( "iterator shouldn't be nil" )
}
return boundedIterator { it , b . minT , b . maxT }
}
var _ chunkenc . Iterator = & boundedIterator { }
// boundedIterator is an implementation of Iterator that only iterates through
// samples which timestamps are >= minT and <= maxT
type boundedIterator struct {
chunkenc . Iterator
minT int64
maxT int64
}
// Next the first time its called it will advance as many positions as necessary
// until its able to find a sample within the bounds minT and maxT.
// If there are samples within bounds it will advance one by one amongst them.
// If there are no samples within bounds it will return false.
func ( b boundedIterator ) Next ( ) chunkenc . ValueType {
for b . Iterator . Next ( ) == chunkenc . ValFloat {
t , _ := b . Iterator . At ( )
if t < b . minT {
continue
} else if t > b . maxT {
return chunkenc . ValNone
}
return chunkenc . ValFloat
}
return chunkenc . ValNone
}
func ( b boundedIterator ) Seek ( t int64 ) chunkenc . ValueType {
if t < b . minT {
// We must seek at least up to b.minT if it is asked for something before that.
val := b . Iterator . Seek ( b . minT )
if ! ( val == chunkenc . ValFloat ) {
return chunkenc . ValNone
}
t , _ := b . Iterator . At ( )
if t <= b . maxT {
return chunkenc . ValFloat
}
}
if t > b . maxT {
// We seek anyway so that the subsequent Next() calls will also return false.
b . Iterator . Seek ( t )
return chunkenc . ValNone
}
return b . Iterator . Seek ( t )
}
// safeChunk makes sure that the chunk can be accessed without a race condition
type safeChunk struct {
chunkenc . Chunk
s * memSeries
cid chunks . HeadChunkID
isoState * isolationState
chunkDiskMapper * chunks . ChunkDiskMapper
memChunkPool * sync . Pool
}
func ( c * safeChunk ) Iterator ( reuseIter chunkenc . Iterator ) chunkenc . Iterator {
c . s . Lock ( )
it := c . s . iterator ( c . cid , c . isoState , c . chunkDiskMapper , c . memChunkPool , reuseIter )
c . s . Unlock ( )
return it
}
// iterator returns a chunk iterator for the requested chunkID, or a NopIterator if the requested ID is out of range.
// It is unsafe to call this concurrently with s.append(...) without holding the series lock.
func ( s * memSeries ) iterator ( id chunks . HeadChunkID , isoState * isolationState , chunkDiskMapper * chunks . ChunkDiskMapper , memChunkPool * sync . Pool , it chunkenc . Iterator ) chunkenc . Iterator {
c , garbageCollect , err := s . chunk ( id , chunkDiskMapper , memChunkPool )
// TODO(fabxc): Work around! An error will be returns when a querier have retrieved a pointer to a
// series's chunk, which got then garbage collected before it got
// accessed. We must ensure to not garbage collect as long as any
// readers still hold a reference.
if err != nil {
return chunkenc . NewNopIterator ( )
}
defer func ( ) {
if garbageCollect {
// Set this to nil so that Go GC can collect it after it has been used.
// This should be done always at the end.
c . chunk = nil
memChunkPool . Put ( c )
}
} ( )
ix := int ( id ) - int ( s . firstChunkID )
numSamples := c . chunk . NumSamples ( )
stopAfter := numSamples
if isoState != nil && ! isoState . IsolationDisabled ( ) {
totalSamples := 0 // Total samples in this series.
previousSamples := 0 // Samples before this chunk.
for j , d := range s . mmappedChunks {
totalSamples += int ( d . numSamples )
if j < ix {
previousSamples += int ( d . numSamples )
}
}
if s . headChunk != nil {
totalSamples += s . headChunk . chunk . NumSamples ( )
}
// Removing the extra transactionIDs that are relevant for samples that
// come after this chunk, from the total transactionIDs.
appendIDsToConsider := s . txs . txIDCount - ( totalSamples - ( previousSamples + numSamples ) )
// Iterate over the appendIDs, find the first one that the isolation state says not
// to return.
it := s . txs . iterator ( )
for index := 0 ; index < appendIDsToConsider ; index ++ {
appendID := it . At ( )
if appendID <= isoState . maxAppendID { // Easy check first.
if _ , ok := isoState . incompleteAppends [ appendID ] ; ! ok {
it . Next ( )
continue
}
}
stopAfter = numSamples - ( appendIDsToConsider - index )
if stopAfter < 0 {
stopAfter = 0 // Stopped in a previous chunk.
}
break
}
}
if stopAfter == 0 {
return chunkenc . NewNopIterator ( )
}
if stopAfter == numSamples {
return c . chunk . Iterator ( it )
}
return makeStopIterator ( c . chunk , it , stopAfter )
}
// stopIterator wraps an Iterator, but only returns the first
// stopAfter values, if initialized with i=-1.
type stopIterator struct {
chunkenc . Iterator
i , stopAfter int
}
func ( it * stopIterator ) Next ( ) chunkenc . ValueType {
if it . i + 1 >= it . stopAfter {
return chunkenc . ValNone
}
it . i ++
return it . Iterator . Next ( )
}
func makeStopIterator ( c chunkenc . Chunk , it chunkenc . Iterator , stopAfter int ) chunkenc . Iterator {
// Re-use the Iterator object if it is a stopIterator.
if stopIter , ok := it . ( * stopIterator ) ; ok {
stopIter . Iterator = c . Iterator ( stopIter . Iterator )
stopIter . i = - 1
stopIter . stopAfter = stopAfter
return stopIter
}
return & stopIterator {
Iterator : c . Iterator ( it ) ,
i : - 1 ,
stopAfter : stopAfter ,
}
}