VictoriaMetrics/lib/blockcache/blockcache.go
Aliaksandr Valialkin d4df32cc6b
lib/blockcache: evict entries from the cache in LRU order
This should improve hit rate for smaller caches
2022-02-21 19:00:04 +02:00

401 lines
9.3 KiB
Go

package blockcache
import (
"container/heap"
"sync"
"sync/atomic"
"time"
"unsafe"
"github.com/VictoriaMetrics/VictoriaMetrics/lib/cgroup"
"github.com/VictoriaMetrics/VictoriaMetrics/lib/fasttime"
xxhash "github.com/cespare/xxhash/v2"
)
// Cache caches Block entries.
//
// Call NewCache() for creating new Cache.
type Cache struct {
shards []*cache
cleanerMustStopCh chan struct{}
cleanerStoppedCh chan struct{}
}
// NewCache creates new cache.
//
// Cache size in bytes is limited by the value returned by getMaxSizeBytes() callback.
// Call MustStop() in order to free up resources occupied by Cache.
func NewCache(getMaxSizeBytes func() int) *Cache {
cpusCount := cgroup.AvailableCPUs()
shardsCount := cgroup.AvailableCPUs()
// Increase the number of shards with the increased number of available CPU cores.
// This should reduce contention on per-shard mutexes.
multiplier := cpusCount
if multiplier > 16 {
multiplier = 16
}
shardsCount *= multiplier
shards := make([]*cache, shardsCount)
getMaxShardBytes := func() int {
n := getMaxSizeBytes()
return n / shardsCount
}
for i := range shards {
shards[i] = newCache(getMaxShardBytes)
}
c := &Cache{
shards: shards,
cleanerMustStopCh: make(chan struct{}),
cleanerStoppedCh: make(chan struct{}),
}
go c.cleaner()
return c
}
// MustStop frees up resources occupied by c.
func (c *Cache) MustStop() {
close(c.cleanerMustStopCh)
<-c.cleanerStoppedCh
}
// RemoveBlocksForPart removes all the blocks for the given part from the cache.
func (c *Cache) RemoveBlocksForPart(p interface{}) {
for _, shard := range c.shards {
shard.RemoveBlocksForPart(p)
}
}
// GetBlock returns a block for the given key k from c.
func (c *Cache) GetBlock(k Key) Block {
idx := uint64(0)
if len(c.shards) > 1 {
h := k.hashUint64()
idx = h % uint64(len(c.shards))
}
shard := c.shards[idx]
return shard.GetBlock(k)
}
// PutBlock puts the given block b under the given key k into c.
func (c *Cache) PutBlock(k Key, b Block) {
idx := uint64(0)
if len(c.shards) > 1 {
h := k.hashUint64()
idx = h % uint64(len(c.shards))
}
shard := c.shards[idx]
shard.PutBlock(k, b)
}
// Len returns the number of blocks in the cache c.
func (c *Cache) Len() int {
n := 0
for _, shard := range c.shards {
n += shard.Len()
}
return n
}
// SizeBytes returns an approximate size in bytes of all the blocks stored in the cache c.
func (c *Cache) SizeBytes() int {
n := 0
for _, shard := range c.shards {
n += shard.SizeBytes()
}
return n
}
// SizeMaxBytes returns the max allowed size in bytes for c.
func (c *Cache) SizeMaxBytes() int {
n := 0
for _, shard := range c.shards {
n += shard.SizeMaxBytes()
}
return n
}
// Requests returns the number of requests served by c.
func (c *Cache) Requests() uint64 {
n := uint64(0)
for _, shard := range c.shards {
n += shard.Requests()
}
return n
}
// Misses returns the number of cache misses for c.
func (c *Cache) Misses() uint64 {
n := uint64(0)
for _, shard := range c.shards {
n += shard.Misses()
}
return n
}
func (c *Cache) cleaner() {
ticker := time.NewTicker(57 * time.Second)
defer ticker.Stop()
perKeyMissesTicker := time.NewTicker(3 * time.Minute)
defer perKeyMissesTicker.Stop()
for {
select {
case <-c.cleanerMustStopCh:
close(c.cleanerStoppedCh)
return
case <-ticker.C:
c.cleanByTimeout()
case <-perKeyMissesTicker.C:
c.cleanPerKeyMisses()
}
}
}
func (c *Cache) cleanByTimeout() {
for _, shard := range c.shards {
shard.cleanByTimeout()
}
}
func (c *Cache) cleanPerKeyMisses() {
for _, shard := range c.shards {
shard.cleanPerKeyMisses()
}
}
type cache struct {
// Atomically updated fields must go first in the struct, so they are properly
// aligned to 8 bytes on 32-bit architectures.
// See https://github.com/VictoriaMetrics/VictoriaMetrics/issues/212
requests uint64
misses uint64
// sizeBytes contains an approximate size for all the blocks stored in the cache.
sizeBytes int64
// getMaxSizeBytes() is a callback, which returns the maximum allowed cache size in bytes.
getMaxSizeBytes func() int
// mu protects all the fields below.
mu sync.Mutex
// m contains cached blocks keyed by Key.Part and then by Key.Offset
m map[interface{}]map[uint64]*cacheEntry
// perKeyMisses contains per-block cache misses.
//
// Blocks with less than 2 cache misses aren't stored in the cache in order to prevent from eviction for frequently accessed items.
perKeyMisses map[Key]int
// The heap for removing the least recently used entries from m.
lah lastAccessHeap
}
// Key represents a key, which uniquely identifies the Block.
type Key struct {
// Part must contain a pointer to part structure where the block belongs to.
Part interface{}
// Offset is the offset of the block in the part.
Offset uint64
}
func (k *Key) hashUint64() uint64 {
buf := (*[unsafe.Sizeof(*k)]byte)(unsafe.Pointer(k))
return xxhash.Sum64(buf[:])
}
// Block is an item, which may be cached in the Cache.
type Block interface {
// SizeBytes must return the approximate size of the given block in bytes
SizeBytes() int
}
type cacheEntry struct {
// The timestamp in seconds for the last access to the given entry.
lastAccessTime uint64
// heapIdx is the index for the entry in lastAccessHeap.
heapIdx int
// k contains the associated key for the given block.
k Key
// b contains the cached block.
b Block
}
func newCache(getMaxSizeBytes func() int) *cache {
var c cache
c.getMaxSizeBytes = getMaxSizeBytes
c.m = make(map[interface{}]map[uint64]*cacheEntry)
c.perKeyMisses = make(map[Key]int)
return &c
}
func (c *cache) RemoveBlocksForPart(p interface{}) {
c.mu.Lock()
defer c.mu.Unlock()
sizeBytes := 0
for _, e := range c.m[p] {
sizeBytes += e.b.SizeBytes()
heap.Remove(&c.lah, e.heapIdx)
// do not delete the entry from c.perKeyMisses, since it is removed by cache.cleaner later.
}
c.updateSizeBytes(-sizeBytes)
delete(c.m, p)
}
func (c *cache) updateSizeBytes(n int) {
atomic.AddInt64(&c.sizeBytes, int64(n))
}
func (c *cache) cleanPerKeyMisses() {
c.mu.Lock()
c.perKeyMisses = make(map[Key]int, len(c.perKeyMisses))
c.mu.Unlock()
}
func (c *cache) cleanByTimeout() {
// Delete items accessed more than three minutes ago.
// This time should be enough for repeated queries.
lastAccessTime := fasttime.UnixTimestamp() - 3*60
c.mu.Lock()
defer c.mu.Unlock()
for len(c.lah) > 0 {
e := c.lah[0]
if lastAccessTime < e.lastAccessTime {
break
}
c.updateSizeBytes(-e.b.SizeBytes())
pes := c.m[e.k.Part]
delete(pes, e.k.Offset)
heap.Pop(&c.lah)
}
}
func (c *cache) GetBlock(k Key) Block {
atomic.AddUint64(&c.requests, 1)
var e *cacheEntry
c.mu.Lock()
defer c.mu.Unlock()
pes := c.m[k.Part]
if pes != nil {
e = pes[k.Offset]
if e != nil {
// Fast path - the block already exists in the cache, so return it to the caller.
currentTime := fasttime.UnixTimestamp()
if e.lastAccessTime != currentTime {
e.lastAccessTime = currentTime
heap.Fix(&c.lah, e.heapIdx)
}
return e.b
}
}
// Slow path - the entry is missing in the cache.
c.perKeyMisses[k]++
atomic.AddUint64(&c.misses, 1)
return nil
}
func (c *cache) PutBlock(k Key, b Block) {
c.mu.Lock()
defer c.mu.Unlock()
// If the entry wasn't accessed yet (e.g. c.perKeyMisses[k] == 0), then cache it, since it is likely it will be accessed soon.
// Do not cache the entry only if there was only a single unsuccessful attempt to access it.
// This may be one-time-wonders entry, which won't be accessed more, so there is no need in caching it.
doNotCache := c.perKeyMisses[k] == 1
if doNotCache {
// Do not cache b if it has been requested only once (aka one-time-wonders items).
// This should reduce memory usage for the cache.
return
}
// Store b in the cache.
pes := c.m[k.Part]
if pes == nil {
pes = make(map[uint64]*cacheEntry)
c.m[k.Part] = pes
} else if pes[k.Offset] != nil {
// The block has been already registered by concurrent goroutine.
return
}
e := &cacheEntry{
lastAccessTime: fasttime.UnixTimestamp(),
k: k,
b: b,
}
heap.Push(&c.lah, e)
pes[k.Offset] = e
c.updateSizeBytes(e.b.SizeBytes())
maxSizeBytes := c.getMaxSizeBytes()
for c.SizeBytes() > maxSizeBytes && len(c.lah) > 0 {
e := c.lah[0]
c.updateSizeBytes(-e.b.SizeBytes())
pes := c.m[e.k.Part]
delete(pes, e.k.Offset)
heap.Pop(&c.lah)
}
}
func (c *cache) Len() int {
c.mu.Lock()
defer c.mu.Unlock()
n := 0
for _, m := range c.m {
n += len(m)
}
return n
}
func (c *cache) SizeBytes() int {
return int(atomic.LoadInt64(&c.sizeBytes))
}
func (c *cache) SizeMaxBytes() int {
return c.getMaxSizeBytes()
}
func (c *cache) Requests() uint64 {
return atomic.LoadUint64(&c.requests)
}
func (c *cache) Misses() uint64 {
return atomic.LoadUint64(&c.misses)
}
// lastAccessHeap implements heap.Interface
type lastAccessHeap []*cacheEntry
func (lah *lastAccessHeap) Len() int {
return len(*lah)
}
func (lah *lastAccessHeap) Swap(i, j int) {
h := *lah
a := h[i]
b := h[j]
a.heapIdx = j
b.heapIdx = i
h[i] = b
h[j] = a
}
func (lah *lastAccessHeap) Less(i, j int) bool {
h := *lah
return h[i].lastAccessTime < h[j].lastAccessTime
}
func (lah *lastAccessHeap) Push(x interface{}) {
e := x.(*cacheEntry)
h := *lah
e.heapIdx = len(h)
*lah = append(h, e)
}
func (lah *lastAccessHeap) Pop() interface{} {
h := *lah
e := h[len(h)-1]
*lah = h[:len(h)-1]
return e
}