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2q.go
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2q.go
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// Copyright (c) HashiCorp, Inc.
// SPDX-License-Identifier: MPL-2.0
package lru
import (
"errors"
"sync"
"github.com/hashicorp/golang-lru/v2/simplelru"
)
const (
// Default2QRecentRatio is the ratio of the 2Q cache dedicated
// to recently added entries that have only been accessed once.
Default2QRecentRatio = 0.25
// Default2QGhostEntries is the default ratio of ghost
// entries kept to track entries recently evicted
Default2QGhostEntries = 0.50
)
// TwoQueueCache is a thread-safe fixed size 2Q cache.
// 2Q is an enhancement over the standard LRU cache
// in that it tracks both frequently and recently used
// entries separately. This avoids a burst in access to new
// entries from evicting frequently used entries. It adds some
// additional tracking overhead to the standard LRU cache, and is
// computationally about 2x the cost, and adds some metadata over
// head. The ARCCache is similar, but does not require setting any
// parameters.
type TwoQueueCache[K comparable, V any] struct {
size int
recentSize int
recentRatio float64
ghostRatio float64
recent simplelru.LRUCache[K, V]
frequent simplelru.LRUCache[K, V]
recentEvict simplelru.LRUCache[K, struct{}]
lock sync.RWMutex
}
// New2Q creates a new TwoQueueCache using the default
// values for the parameters.
func New2Q[K comparable, V any](size int) (*TwoQueueCache[K, V], error) {
return New2QParams[K, V](size, Default2QRecentRatio, Default2QGhostEntries)
}
// New2QParams creates a new TwoQueueCache using the provided
// parameter values.
func New2QParams[K comparable, V any](size int, recentRatio, ghostRatio float64) (*TwoQueueCache[K, V], error) {
if size <= 0 {
return nil, errors.New("invalid size")
}
if recentRatio < 0.0 || recentRatio > 1.0 {
return nil, errors.New("invalid recent ratio")
}
if ghostRatio < 0.0 || ghostRatio > 1.0 {
return nil, errors.New("invalid ghost ratio")
}
// Determine the sub-sizes
recentSize := int(float64(size) * recentRatio)
evictSize := int(float64(size) * ghostRatio)
// Allocate the LRUs
recent, err := simplelru.NewLRU[K, V](size, nil)
if err != nil {
return nil, err
}
frequent, err := simplelru.NewLRU[K, V](size, nil)
if err != nil {
return nil, err
}
recentEvict, err := simplelru.NewLRU[K, struct{}](evictSize, nil)
if err != nil {
return nil, err
}
// Initialize the cache
c := &TwoQueueCache[K, V]{
size: size,
recentSize: recentSize,
recentRatio: recentRatio,
ghostRatio: ghostRatio,
recent: recent,
frequent: frequent,
recentEvict: recentEvict,
}
return c, nil
}
// Get looks up a key's value from the cache.
func (c *TwoQueueCache[K, V]) Get(key K) (value V, ok bool) {
c.lock.Lock()
defer c.lock.Unlock()
// Check if this is a frequent value
if val, ok := c.frequent.Get(key); ok {
return val, ok
}
// If the value is contained in recent, then we
// promote it to frequent
if val, ok := c.recent.Peek(key); ok {
c.recent.Remove(key)
c.frequent.Add(key, val)
return val, ok
}
// No hit
return
}
// Add adds a value to the cache.
func (c *TwoQueueCache[K, V]) Add(key K, value V) {
c.lock.Lock()
defer c.lock.Unlock()
// Check if the value is frequently used already,
// and just update the value
if c.frequent.Contains(key) {
c.frequent.Add(key, value)
return
}
// Check if the value is recently used, and promote
// the value into the frequent list
if c.recent.Contains(key) {
c.recent.Remove(key)
c.frequent.Add(key, value)
return
}
// If the value was recently evicted, add it to the
// frequently used list
if c.recentEvict.Contains(key) {
c.ensureSpace(true)
c.recentEvict.Remove(key)
c.frequent.Add(key, value)
return
}
// Add to the recently seen list
c.ensureSpace(false)
c.recent.Add(key, value)
}
// ensureSpace is used to ensure we have space in the cache
func (c *TwoQueueCache[K, V]) ensureSpace(recentEvict bool) {
// If we have space, nothing to do
recentLen := c.recent.Len()
freqLen := c.frequent.Len()
if recentLen+freqLen < c.size {
return
}
// If the recent buffer is larger than
// the target, evict from there
if recentLen > 0 && (recentLen > c.recentSize || (recentLen == c.recentSize && !recentEvict)) {
k, _, _ := c.recent.RemoveOldest()
c.recentEvict.Add(k, struct{}{})
return
}
// Remove from the frequent list otherwise
c.frequent.RemoveOldest()
}
// Len returns the number of items in the cache.
func (c *TwoQueueCache[K, V]) Len() int {
c.lock.RLock()
defer c.lock.RUnlock()
return c.recent.Len() + c.frequent.Len()
}
// Cap returns the capacity of the cache
func (c *TwoQueueCache[K, V]) Cap() int {
return c.size
}
// Resize changes the cache size.
func (c *TwoQueueCache[K, V]) Resize(size int) (evicted int) {
c.lock.Lock()
defer c.lock.Unlock()
// Recalculate the sub-sizes
recentSize := int(float64(size) * c.recentRatio)
evictSize := int(float64(size) * c.ghostRatio)
c.size = size
c.recentSize = recentSize
// ensureSpace
diff := c.recent.Len() + c.frequent.Len() - size
if diff < 0 {
diff = 0
}
for i := 0; i < diff; i++ {
c.ensureSpace(true)
}
// Reallocate the LRUs
c.recent.Resize(size)
c.frequent.Resize(size)
c.recentEvict.Resize(evictSize)
return diff
}
// Keys returns a slice of the keys in the cache.
// The frequently used keys are first in the returned slice.
func (c *TwoQueueCache[K, V]) Keys() []K {
c.lock.RLock()
defer c.lock.RUnlock()
k1 := c.frequent.Keys()
k2 := c.recent.Keys()
return append(k1, k2...)
}
// Values returns a slice of the values in the cache.
// The frequently used values are first in the returned slice.
func (c *TwoQueueCache[K, V]) Values() []V {
c.lock.RLock()
defer c.lock.RUnlock()
v1 := c.frequent.Values()
v2 := c.recent.Values()
return append(v1, v2...)
}
// Remove removes the provided key from the cache.
func (c *TwoQueueCache[K, V]) Remove(key K) {
c.lock.Lock()
defer c.lock.Unlock()
if c.frequent.Remove(key) {
return
}
if c.recent.Remove(key) {
return
}
if c.recentEvict.Remove(key) {
return
}
}
// Purge is used to completely clear the cache.
func (c *TwoQueueCache[K, V]) Purge() {
c.lock.Lock()
defer c.lock.Unlock()
c.recent.Purge()
c.frequent.Purge()
c.recentEvict.Purge()
}
// Contains is used to check if the cache contains a key
// without updating recency or frequency.
func (c *TwoQueueCache[K, V]) Contains(key K) bool {
c.lock.RLock()
defer c.lock.RUnlock()
return c.frequent.Contains(key) || c.recent.Contains(key)
}
// Peek is used to inspect the cache value of a key
// without updating recency or frequency.
func (c *TwoQueueCache[K, V]) Peek(key K) (value V, ok bool) {
c.lock.RLock()
defer c.lock.RUnlock()
if val, ok := c.frequent.Peek(key); ok {
return val, ok
}
return c.recent.Peek(key)
}