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lfu.go
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lfu.go
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// Copyright 2023 FishGoddess. All Rights Reserved.
//
// 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 main
import (
"fmt"
"strconv"
"github.com/FishGoddess/cachego"
)
func main() {
// By default, NewCache() returns a standard cache which evicts entries randomly.
cache := cachego.NewCache(cachego.WithMaxEntries(10))
for i := 0; i < 20; i++ {
key := strconv.Itoa(i)
cache.Set(key, i, cachego.NoTTL)
}
// Since we set 20 entries to cache, the size won't be 20 because we limit the max entries to 10.
size := cache.Size()
fmt.Println(size) // 10
// We don't know which entries will be evicted and stayed.
for i := 0; i < 20; i++ {
key := strconv.Itoa(i)
value, ok := cache.Get(key)
fmt.Println(key, value, ok)
}
fmt.Println()
// Sometimes we want it evicts entries by lfu, try WithLFU.
// You need to specify the max entries storing in lfu cache.
// More details see https://en.wikipedia.org/wiki/Cache_replacement_policies#Least-frequently_used_(LFU).
cache = cachego.NewCache(cachego.WithLFU(10))
for i := 0; i < 20; i++ {
key := strconv.Itoa(i)
// Let entries have some frequently used operations.
for j := 0; j < i; j++ {
cache.Set(key, i, cachego.NoTTL)
}
}
for i := 0; i < 20; i++ {
key := strconv.Itoa(i)
value, ok := cache.Get(key)
fmt.Println(key, value, ok)
}
// By default, lfu will share one lock to do all operations.
// You can sharding cache to several parts for higher performance.
// Notice that max entries only effect to one part in sharding mode.
// For example, the total max entries will be 2*10 if shardings is 2 and max entries is 10 in WithLFU or WithMaxEntries.
// In some cache libraries, they will calculate max entries in each parts of shardings, like 10/2.
// However, the result divided by max entries and shardings may be not an integer which will make the total max entries incorrect.
// So we let users decide the exact max entries in each parts of shardings.
cache = cachego.NewCache(cachego.WithShardings(2), cachego.WithLFU(10))
}