VictoriaMetrics/lib/mergeset/encoding.go

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package mergeset
import (
"fmt"
"os"
"reflect"
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"sort"
"strings"
"sync"
"unsafe"
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"github.com/VictoriaMetrics/VictoriaMetrics/lib/bytesutil"
"github.com/VictoriaMetrics/VictoriaMetrics/lib/cgroup"
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"github.com/VictoriaMetrics/VictoriaMetrics/lib/encoding"
"github.com/VictoriaMetrics/VictoriaMetrics/lib/logger"
)
// Item represents a single item for storing in a mergeset.
type Item struct {
// Start is start offset for the item in data.
Start uint32
// End is end offset for the item in data.
End uint32
}
// Bytes returns bytes representation of it obtained from data.
//
// The returned bytes representation belongs to data.
func (it Item) Bytes(data []byte) []byte {
n := int(it.End - it.Start)
sh := (*reflect.SliceHeader)(unsafe.Pointer(&data))
sh.Cap = n
sh.Len = n
sh.Data += uintptr(it.Start)
return data
}
// String returns string represetnation of it obtained from data.
//
// The returned string representation belongs to data.
func (it Item) String(data []byte) string {
sh := (*reflect.SliceHeader)(unsafe.Pointer(&data))
sh.Data += uintptr(it.Start)
sh.Len = int(it.End - it.Start)
return *(*string)(unsafe.Pointer(sh))
}
func (ib *inmemoryBlock) Len() int { return len(ib.items) }
func (ib *inmemoryBlock) Less(i, j int) bool {
items := ib.items
a := items[i]
b := items[j]
cpLen := uint32(len(ib.commonPrefix))
a.Start += cpLen
b.Start += cpLen
data := ib.data
return string(a.Bytes(data)) < string(b.Bytes(data))
}
func (ib *inmemoryBlock) Swap(i, j int) {
items := ib.items
items[i], items[j] = items[j], items[i]
}
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type inmemoryBlock struct {
// commonPrefix contains common prefix for all the items stored in the inmemoryBlock
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commonPrefix []byte
// data contains source data for items
data []byte
// items contains items stored in inmemoryBlock.
// Every item contains the prefix specified at commonPrefix.
items []Item
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}
func (ib *inmemoryBlock) SizeBytes() int {
return int(unsafe.Sizeof(*ib)) + cap(ib.commonPrefix) + cap(ib.data) + cap(ib.items)*int(unsafe.Sizeof(Item{}))
}
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func (ib *inmemoryBlock) Reset() {
ib.commonPrefix = ib.commonPrefix[:0]
ib.data = ib.data[:0]
ib.items = ib.items[:0]
}
func (ib *inmemoryBlock) updateCommonPrefixSorted() {
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ib.commonPrefix = ib.commonPrefix[:0]
items := ib.items
if len(items) == 0 {
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return
}
data := ib.data
cp := items[0].Bytes(data)
if len(items) > 1 {
cpLen := commonPrefixLen(cp, items[len(items)-1].Bytes(data))
cp = cp[:cpLen]
}
ib.commonPrefix = append(ib.commonPrefix[:0], cp...)
}
func (ib *inmemoryBlock) updateCommonPrefixUnsorted() {
ib.commonPrefix = ib.commonPrefix[:0]
items := ib.items
if len(items) == 0 {
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return
}
data := ib.data
cp := items[0].Bytes(data)
for _, it := range items[1:] {
cpLen := commonPrefixLen(cp, it.Bytes(data))
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if cpLen == 0 {
return
}
cp = cp[:cpLen]
}
ib.commonPrefix = append(ib.commonPrefix[:0], cp...)
}
func commonPrefixLen(a, b []byte) int {
i := 0
if len(a) > len(b) {
for i < len(b) && a[i] == b[i] {
i++
}
} else {
for i < len(a) && a[i] == b[i] {
i++
}
}
return i
}
// Add adds x to the end of ib.
//
// false is returned if x isn't added to ib due to block size contraints.
func (ib *inmemoryBlock) Add(x []byte) bool {
data := ib.data
if len(x)+len(data) > maxInmemoryBlockSize {
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return false
}
if cap(data) == 0 {
// Pre-allocate data and items in order to reduce memory allocations
data = make([]byte, 0, maxInmemoryBlockSize)
ib.items = make([]Item, 0, 512)
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}
dataLen := len(data)
data = append(data, x...)
ib.items = append(ib.items, Item{
Start: uint32(dataLen),
End: uint32(len(data)),
})
ib.data = data
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return true
}
// maxInmemoryBlockSize is the maximum inmemoryBlock.data size.
//
// It must fit CPU cache size, i.e. 64KB for the current CPUs.
const maxInmemoryBlockSize = 64 * 1024
// storageBlock represents a block of data on the storage.
type storageBlock struct {
itemsData []byte
lensData []byte
}
func (sb *storageBlock) Reset() {
sb.itemsData = sb.itemsData[:0]
sb.lensData = sb.lensData[:0]
}
type marshalType uint8
const (
marshalTypePlain = marshalType(0)
marshalTypeZSTD = marshalType(1)
)
func checkMarshalType(mt marshalType) error {
if mt < 0 || mt > 1 {
return fmt.Errorf("marshalType must be in the range [0..1]; got %d", mt)
}
return nil
}
func (ib *inmemoryBlock) isSorted() bool {
// Use sort.IsSorted instead of sort.SliceIsSorted in order to eliminate memory allocation.
return sort.IsSorted(ib)
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}
// MarshalUnsortedData marshals unsorted items from ib to sb.
//
// It also:
// - appends first item to firstItemDst and returns the result.
// - appends common prefix for all the items to commonPrefixDst and returns the result.
// - returns the number of items encoded including the first item.
// - returns the marshal type used for the encoding.
func (ib *inmemoryBlock) MarshalUnsortedData(sb *storageBlock, firstItemDst, commonPrefixDst []byte, compressLevel int) ([]byte, []byte, uint32, marshalType) {
if !ib.isSorted() {
ib.updateCommonPrefixUnsorted()
sort.Sort(ib)
} else {
ib.updateCommonPrefixSorted()
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}
return ib.marshalData(sb, firstItemDst, commonPrefixDst, compressLevel)
}
var isInTest = func() bool {
return strings.HasSuffix(os.Args[0], ".test")
}()
// MarshalSortedData marshals sorted items from ib to sb.
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//
// It also:
// - appends first item to firstItemDst and returns the result.
// - appends common prefix for all the items to commonPrefixDst and returns the result.
// - returns the number of items encoded including the first item.
// - returns the marshal type used for the encoding.
func (ib *inmemoryBlock) MarshalSortedData(sb *storageBlock, firstItemDst, commonPrefixDst []byte, compressLevel int) ([]byte, []byte, uint32, marshalType) {
if isInTest && !ib.isSorted() {
logger.Panicf("BUG: %d items must be sorted; items:\n%s", len(ib.items), ib.debugItemsString())
}
ib.updateCommonPrefixSorted()
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return ib.marshalData(sb, firstItemDst, commonPrefixDst, compressLevel)
}
func (ib *inmemoryBlock) debugItemsString() string {
var sb strings.Builder
var prevItem string
data := ib.data
for i, it := range ib.items {
item := it.String(data)
if item < prevItem {
fmt.Fprintf(&sb, "!!! the next item is smaller than the previous item !!!\n")
}
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fmt.Fprintf(&sb, "%05d %X\n", i, item)
prevItem = item
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}
return sb.String()
}
// Preconditions:
// - ib.items must be sorted.
// - updateCommonPrefix* must be called.
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func (ib *inmemoryBlock) marshalData(sb *storageBlock, firstItemDst, commonPrefixDst []byte, compressLevel int) ([]byte, []byte, uint32, marshalType) {
if len(ib.items) <= 0 {
logger.Panicf("BUG: inmemoryBlock.marshalData must be called on non-empty blocks only")
}
if uint64(len(ib.items)) >= 1<<32 {
logger.Panicf("BUG: the number of items in the block must be smaller than %d; got %d items", uint64(1<<32), len(ib.items))
}
data := ib.data
firstItem := ib.items[0].Bytes(data)
firstItemDst = append(firstItemDst, firstItem...)
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commonPrefixDst = append(commonPrefixDst, ib.commonPrefix...)
if len(data)-len(ib.commonPrefix)*len(ib.items) < 64 || len(ib.items) < 2 {
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// Use plain encoding form small block, since it is cheaper.
ib.marshalDataPlain(sb)
return firstItemDst, commonPrefixDst, uint32(len(ib.items)), marshalTypePlain
}
bbItems := bbPool.Get()
bItems := bbItems.B[:0]
bbLens := bbPool.Get()
bLens := bbLens.B[:0]
// Marshal items data.
xs := encoding.GetUint64s(len(ib.items) - 1)
defer encoding.PutUint64s(xs)
cpLen := len(ib.commonPrefix)
prevItem := firstItem[cpLen:]
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prevPrefixLen := uint64(0)
for i, it := range ib.items[1:] {
it.Start += uint32(cpLen)
item := it.Bytes(data)
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prefixLen := uint64(commonPrefixLen(prevItem, item))
bItems = append(bItems, item[prefixLen:]...)
xLen := prefixLen ^ prevPrefixLen
prevItem = item
prevPrefixLen = prefixLen
xs.A[i] = xLen
}
bLens = encoding.MarshalVarUint64s(bLens, xs.A)
sb.itemsData = encoding.CompressZSTDLevel(sb.itemsData[:0], bItems, compressLevel)
bbItems.B = bItems
bbPool.Put(bbItems)
// Marshal lens data.
prevItemLen := uint64(len(firstItem) - cpLen)
for i, it := range ib.items[1:] {
itemLen := uint64(int(it.End-it.Start) - cpLen)
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xLen := itemLen ^ prevItemLen
prevItemLen = itemLen
xs.A[i] = xLen
}
bLens = encoding.MarshalVarUint64s(bLens, xs.A)
sb.lensData = encoding.CompressZSTDLevel(sb.lensData[:0], bLens, compressLevel)
bbLens.B = bLens
bbPool.Put(bbLens)
if float64(len(sb.itemsData)) > 0.9*float64(len(data)-len(ib.commonPrefix)*len(ib.items)) {
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// Bad compression rate. It is cheaper to use plain encoding.
ib.marshalDataPlain(sb)
return firstItemDst, commonPrefixDst, uint32(len(ib.items)), marshalTypePlain
}
// Good compression rate.
return firstItemDst, commonPrefixDst, uint32(len(ib.items)), marshalTypeZSTD
}
// UnmarshalData decodes itemsCount items from sb and firstItem and stores
// them to ib.
func (ib *inmemoryBlock) UnmarshalData(sb *storageBlock, firstItem, commonPrefix []byte, itemsCount uint32, mt marshalType) error {
ib.Reset()
if itemsCount <= 0 {
logger.Panicf("BUG: cannot unmarshal zero items")
}
ib.commonPrefix = append(ib.commonPrefix[:0], commonPrefix...)
switch mt {
case marshalTypePlain:
if err := ib.unmarshalDataPlain(sb, firstItem, itemsCount); err != nil {
return fmt.Errorf("cannot unmarshal plain data: %w", err)
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}
if !ib.isSorted() {
return fmt.Errorf("plain data block contains unsorted items; items:\n%s", ib.debugItemsString())
}
return nil
case marshalTypeZSTD:
// it is handled below.
default:
return fmt.Errorf("unknown marshalType=%d", mt)
}
// Unmarshal mt = marshalTypeZSTD
bb := bbPool.Get()
defer bbPool.Put(bb)
var err error
// Unmarshal lens data.
bb.B, err = encoding.DecompressZSTD(bb.B[:0], sb.lensData)
if err != nil {
return fmt.Errorf("cannot decompress lensData: %w", err)
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}
lb := getLensBuffer(int(2 * itemsCount))
defer putLensBuffer(lb)
prefixLens := lb.lens[:itemsCount]
lens := lb.lens[itemsCount:]
is := encoding.GetUint64s(int(itemsCount) - 1)
defer encoding.PutUint64s(is)
// Unmarshal prefixLens
tail, err := encoding.UnmarshalVarUint64s(is.A, bb.B)
if err != nil {
return fmt.Errorf("cannot unmarshal prefixLens from lensData: %w", err)
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}
prefixLens[0] = 0
for i, xLen := range is.A {
prefixLens[i+1] = xLen ^ prefixLens[i]
}
// Unmarshal lens
tail, err = encoding.UnmarshalVarUint64s(is.A, tail)
if err != nil {
return fmt.Errorf("cannot unmarshal lens from lensData: %w", err)
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}
if len(tail) > 0 {
return fmt.Errorf("unexpected tail left unmarshaling %d lens; tail size=%d; contents=%X", itemsCount, len(tail), tail)
}
lens[0] = uint64(len(firstItem) - len(commonPrefix))
dataLen := len(commonPrefix) * int(itemsCount)
dataLen += int(lens[0])
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for i, xLen := range is.A {
itemLen := xLen ^ lens[i]
lens[i+1] = itemLen
dataLen += int(itemLen)
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}
// Unmarshal items data.
bb.B, err = encoding.DecompressZSTD(bb.B[:0], sb.itemsData)
if err != nil {
return fmt.Errorf("cannot decompress lensData: %w", err)
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}
// Resize ib.data to dataLen instead of maxInmemoryBlockSize,
// since the data isn't going to be resized after unmarshaling.
// This may save memory for caching the unmarshaled block.
data := bytesutil.ResizeNoCopyNoOverallocate(ib.data, dataLen)
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if n := int(itemsCount) - cap(ib.items); n > 0 {
ib.items = append(ib.items[:cap(ib.items)], make([]Item, n)...)
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}
ib.items = ib.items[:itemsCount]
data = append(data[:0], firstItem...)
items := ib.items
items[0] = Item{
Start: 0,
End: uint32(len(data)),
}
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prevItem := data[len(commonPrefix):]
b := bb.B
for i := 1; i < int(itemsCount); i++ {
itemLen := lens[i]
prefixLen := prefixLens[i]
if prefixLen > itemLen {
return fmt.Errorf("prefixLen=%d exceeds itemLen=%d", prefixLen, itemLen)
}
suffixLen := itemLen - prefixLen
if uint64(len(b)) < suffixLen {
return fmt.Errorf("not enough data for decoding item from itemsData; want %d bytes; remained %d bytes", suffixLen, len(b))
}
if prefixLen > uint64(len(prevItem)) {
return fmt.Errorf("prefixLen cannot exceed %d; got %d", len(prevItem), prefixLen)
}
dataStart := len(data)
data = append(data, commonPrefix...)
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data = append(data, prevItem[:prefixLen]...)
data = append(data, b[:suffixLen]...)
items[i] = Item{
Start: uint32(dataStart),
End: uint32(len(data)),
}
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b = b[suffixLen:]
prevItem = data[len(data)-int(itemLen):]
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}
if len(b) > 0 {
return fmt.Errorf("unexpected tail left after itemsData with len %d: %q", len(b), b)
}
if len(data) != dataLen {
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return fmt.Errorf("unexpected data len; got %d; want %d", len(data), dataLen)
}
ib.data = data
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if !ib.isSorted() {
return fmt.Errorf("decoded data block contains unsorted items; items:\n%s", ib.debugItemsString())
}
return nil
}
var bbPool bytesutil.ByteBufferPool
func (ib *inmemoryBlock) marshalDataPlain(sb *storageBlock) {
data := ib.data
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// Marshal items data.
// There is no need in marshaling the first item, since it is returned
// to the caller in marshalData.
cpLen := len(ib.commonPrefix)
b := sb.itemsData[:0]
for _, it := range ib.items[1:] {
it.Start += uint32(cpLen)
b = append(b, it.String(data)...)
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}
sb.itemsData = b
// Marshal length data.
b = sb.lensData[:0]
for _, it := range ib.items[1:] {
b = encoding.MarshalUint64(b, uint64(int(it.End-it.Start)-cpLen))
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}
sb.lensData = b
}
func (ib *inmemoryBlock) unmarshalDataPlain(sb *storageBlock, firstItem []byte, itemsCount uint32) error {
commonPrefix := ib.commonPrefix
// Unmarshal lens data.
lb := getLensBuffer(int(itemsCount))
defer putLensBuffer(lb)
lb.lens[0] = uint64(len(firstItem) - len(commonPrefix))
b := sb.lensData
for i := 1; i < int(itemsCount); i++ {
if len(b) < 8 {
return fmt.Errorf("too short tail for decoding len from lensData; got %d bytes; want at least %d bytes", len(b), 8)
}
iLen := encoding.UnmarshalUint64(b)
b = b[8:]
lb.lens[i] = iLen
}
if len(b) > 0 {
return fmt.Errorf("unexpected tail left after lensData with len %d: %q", len(b), b)
}
// Unmarshal items data.
data := ib.data
items := ib.items
dataLen := len(firstItem) + len(sb.itemsData) + len(commonPrefix)*(int(itemsCount)-1)
data = bytesutil.ResizeNoCopyNoOverallocate(data, dataLen)
data = append(data[:0], firstItem...)
items = append(items[:0], Item{
Start: 0,
End: uint32(len(data)),
})
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b = sb.itemsData
for i := 1; i < int(itemsCount); i++ {
itemLen := lb.lens[i]
if uint64(len(b)) < itemLen {
return fmt.Errorf("not enough data for decoding item from itemsData; want %d bytes; remained %d bytes", itemLen, len(b))
}
dataStart := len(data)
data = append(data, commonPrefix...)
data = append(data, b[:itemLen]...)
items = append(items, Item{
Start: uint32(dataStart),
End: uint32(len(data)),
})
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b = b[itemLen:]
}
if len(b) > 0 {
return fmt.Errorf("unexpected tail left after itemsData with len %d: %q", len(b), b)
}
if len(data) != dataLen {
return fmt.Errorf("unexpected data len; got %d; want %d", len(data), dataLen)
}
ib.data = data
ib.items = items
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return nil
}
type lensBuffer struct {
lens []uint64
}
var lensBufferPool sync.Pool
func getLensBuffer(n int) *lensBuffer {
v := lensBufferPool.Get()
if v == nil {
v = &lensBuffer{}
}
lb := v.(*lensBuffer)
if nn := n - cap(lb.lens); nn > 0 {
lb.lens = append(lb.lens[:cap(lb.lens)], make([]uint64, nn)...)
}
lb.lens = lb.lens[:n]
return lb
}
func putLensBuffer(lb *lensBuffer) {
lensBufferPool.Put(lb)
}
func getInmemoryBlock() *inmemoryBlock {
select {
case ib := <-ibPoolCh:
return ib
default:
return &inmemoryBlock{}
}
}
func putInmemoryBlock(ib *inmemoryBlock) {
ib.Reset()
select {
case ibPoolCh <- ib:
default:
// drop ib in order to reduce memory usage on systems with big number of CPU cores
}
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}
// Every inmemoryBlock struct occupies at least 64KB of memory, e.g. quite big amounts of memory.
// Use a chan instead of sync.Pool in order to reduce memory usage on systems
// with big number of CPU cores.
var ibPoolCh = make(chan *inmemoryBlock, 100*cgroup.AvailableCPUs())