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sieve.go
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// sieve.go - SIEVE - a simple and efficient cache
//
// (c) 2024 Sudhi Herle <sudhi@herle.net>
//
// Copyright 2024- Sudhi Herle <sw-at-herle-dot-net>
// License: BSD-2-Clause
//
// If you need a commercial license for this work, please contact
// the author.
//
// This software does not come with any express or implied
// warranty; it is provided "as is". No claim is made to its
// suitability for any purpose.
// This is golang implementation of the SIEVE cache eviction algorithm
// The original paper is:
// https://yazhuozhang.com/assets/pdf/nsdi24-sieve.pdf
//
// This implementation closely follows the paper - but uses golang generics
// for an ergonomic interface.
// Package sieve implements the SIEVE cache eviction algorithm.
// SIEVE stands in contrast to other eviction algorithms like LRU, 2Q, ARC
// with its simplicity. The original paper is in:
// https://yazhuozhang.com/assets/pdf/nsdi24-sieve.pdf
//
// SIEVE is built on a FIFO queue - with an extra pointer (called "hand") in
// the paper. This "hand" plays a crucial role in determining who to evict
// next.
package sieve
import (
"fmt"
"strings"
"sync"
"sync/atomic"
)
// node contains the <key, val> tuple as a node in a linked list.
type node[K comparable, V any] struct {
sync.Mutex
key K
val V
visited atomic.Bool
next *node[K, V]
prev *node[K, V]
}
// Sieve represents a cache mapping the key of type 'K' with
// a value of type 'V'. The type 'K' must implement the
// comparable trait. An instance of Sieve has a fixed max capacity;
// new additions to the cache beyond the capacity will cause cache
// eviction of other entries - as determined by the SIEVE algorithm.
type Sieve[K comparable, V any] struct {
mu sync.Mutex
cache *syncMap[K, *node[K, V]]
head *node[K, V]
tail *node[K, V]
hand *node[K, V]
size int
capacity int
pool *syncPool[node[K, V]]
}
// New creates a new cache of size 'capacity' mapping key 'K' to value 'V'
func New[K comparable, V any](capacity int) *Sieve[K, V] {
s := &Sieve[K, V]{
cache: newSyncMap[K, *node[K, V]](),
capacity: capacity,
pool: newSyncPool[node[K, V]](),
}
return s
}
// Get fetches the value for a given key in the cache.
// It returns true if the key is in the cache, false otherwise.
// The zero value for 'V' is returned when key is not in the cache.
func (s *Sieve[K, V]) Get(key K) (V, bool) {
if v, ok := s.cache.Get(key); ok {
v.visited.Store(true)
return v.val, true
}
var x V
return x, false
}
// Add adds a new element to the cache or overwrite one if it exists
// Return true if we replaced, false otherwise
func (s *Sieve[K, V]) Add(key K, val V) bool {
if v, ok := s.cache.Get(key); ok {
v.visited.Store(true)
v.Lock()
v.val = val
v.Unlock()
return true
}
s.mu.Lock()
s.add(key, val)
s.mu.Unlock()
return false
}
// Probe adds <key, val> if not present in the cache.
// Returns:
//
// <cached-val, true> when key is present in the cache
// <val, false> when key is not present in the cache
func (s *Sieve[K, V]) Probe(key K, val V) (V, bool) {
if v, ok := s.cache.Get(key); ok {
v.visited.Store(true)
return v.val, true
}
s.mu.Lock()
s.add(key, val)
s.mu.Unlock()
return val, false
}
// Delete deletes the named key from the cache
// It returns true if the item was in the cache and false otherwise
func (s *Sieve[K, V]) Delete(key K) bool {
if v, ok := s.cache.Del(key); ok {
s.mu.Lock()
s.remove(v)
s.mu.Unlock()
return true
}
return false
}
// Purge resets the cache
func (s *Sieve[K, V]) Purge() {
s.mu.Lock()
s.cache = newSyncMap[K, *node[K, V]]()
s.head = nil
s.tail = nil
s.mu.Unlock()
}
// Len returns the current cache utilization
func (s *Sieve[K, V]) Len() int {
return s.size
}
// Cap returns the max cache capacity
func (s *Sieve[K, V]) Cap() int {
return s.capacity
}
// String returns a string description of the sieve cache
func (s *Sieve[K, V]) String() string {
s.mu.Lock()
m := s.desc()
s.mu.Unlock()
return m
}
// Dump dumps all the cache contents as a newline delimited
// string.
func (s *Sieve[K, V]) Dump() string {
var b strings.Builder
s.mu.Lock()
b.WriteString(s.desc())
b.WriteRune('\n')
for n := s.head; n != nil; n = n.next {
h := " "
if n == s.hand {
h = ">>"
}
b.WriteString(fmt.Sprintf("%svisited=%v, key=%v, val=%v\n", h, n.visited.Load(), n.key, n.val))
}
s.mu.Unlock()
return b.String()
}
// -- internal methods --
// add a new tuple to the cache and evict as necessary
// caller must hold lock.
func (s *Sieve[K, V]) add(key K, val V) {
// cache miss; we evict and fnd a new node
if s.size == s.capacity {
s.evict()
}
n := s.newNode(key, val)
// Eviction is guaranteed to remove one node; so this should never happen.
if n == nil {
msg := fmt.Sprintf("%T: add <%v>: objpool empty after eviction", s, key)
panic(msg)
}
s.cache.Put(key, n)
// insert at the head of the list
n.next = s.head
n.prev = nil
if s.head != nil {
s.head.prev = n
}
s.head = n
if s.tail == nil {
s.tail = n
}
s.size += 1
}
// evict an item from the cache.
// NB: Caller must hold the lock
func (s *Sieve[K, V]) evict() {
hand := s.hand
if hand == nil {
hand = s.tail
}
for hand != nil {
if !hand.visited.Load() {
s.cache.Del(hand.key)
s.remove(hand)
s.hand = hand.prev
return
}
hand.visited.Store(false)
hand = hand.prev
// wrap around and start again
if hand == nil {
hand = s.tail
}
}
s.hand = hand
}
func (s *Sieve[K, V]) remove(n *node[K, V]) {
s.size -= 1
// remove node from list
if n.prev != nil {
n.prev.next = n.next
} else {
s.head = n.next
}
if n.next != nil {
n.next.prev = n.prev
} else {
s.tail = n.prev
}
s.pool.Put(n)
}
func (s *Sieve[K, V]) newNode(key K, val V) *node[K, V] {
n := s.pool.Get()
n.key, n.val = key, val
n.next, n.prev = nil, nil
n.visited.Store(false)
return n
}
// desc describes the properties of the sieve
func (s *Sieve[K, V]) desc() string {
m := fmt.Sprintf("cache<%T>: size %d, cap %d, head=%p, tail=%p, hand=%p",
s, s.size, s.capacity, s.head, s.tail, s.hand)
return m
}
// Generic sync.Pool
type syncPool[T any] struct {
pool sync.Pool
}
func newSyncPool[T any]() *syncPool[T] {
p := &syncPool[T]{
pool: sync.Pool{
New: func() any { return new(T) },
},
}
return p
}
func (s *syncPool[T]) Get() *T {
p := s.pool.Get()
return p.(*T)
}
func (s *syncPool[T]) Put(n *T) {
s.pool.Put(n)
}
// generic sync.Map
type syncMap[K comparable, V any] struct {
m sync.Map
}
func newSyncMap[K comparable, V any]() *syncMap[K, V] {
m := syncMap[K, V]{}
return &m
}
func (m *syncMap[K, V]) Get(key K) (V, bool) {
v, ok := m.m.Load(key)
if ok {
return v.(V), true
}
var z V
return z, false
}
func (m *syncMap[K, V]) Put(key K, val V) {
m.m.Store(key, val)
}
func (m *syncMap[K, V]) Del(key K) (V, bool) {
x, ok := m.m.LoadAndDelete(key)
if ok {
return x.(V), true
}
var z V
return z, false
}