feat: implement lfu based cache strategy
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2024-01-06 16:48:14 +01:00
parent b9c08f647c
commit a276b92a03
29 changed files with 1858 additions and 165 deletions

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package testsuite
import (
"reflect"
"runtime"
"strings"
"testing"
"forge.cadoles.com/arcad/edge/pkg/storage/driver/cache/lfu"
"github.com/pkg/errors"
)
type StoreFactory func(testName string) lfu.Store[string, string]
type testCase func(t *testing.T, store lfu.Store[string, string]) error
var testCases = []testCase{
testSetGetDelete,
testEviction,
testConcurrent,
testMultipleSet,
testTTL,
}
func TestCacheWithStore(t *testing.T, factory StoreFactory) {
for _, tc := range testCases {
funcName := runtime.FuncForPC(reflect.ValueOf(tc).Pointer()).Name()
funcNameParts := strings.Split(funcName, "/")
testName := funcNameParts[len(funcNameParts)-1]
func(tc testCase) {
t.Run(testName, func(t *testing.T) {
t.Parallel()
store := factory(testName)
if err := tc(t, store); err != nil {
t.Fatalf("%+v", errors.WithStack(err))
}
})
}(tc)
}
}

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package testsuite
import (
"fmt"
"sync"
"testing"
"forge.cadoles.com/arcad/edge/pkg/storage/driver/cache/lfu"
"github.com/pkg/errors"
)
func testConcurrent(t *testing.T, store lfu.Store[string, string]) error {
const value = "foobar"
totalKeys := 25
totalSize := len(value) * totalKeys
capacity := totalSize / 2
cache := lfu.NewCache[string, string](store,
lfu.WithCapacity[string, string](capacity),
lfu.WithLog[string, string](t.Logf),
)
var wg sync.WaitGroup
wg.Add(totalKeys)
loops := totalKeys * 10
for i := 0; i < totalKeys; i++ {
key := fmt.Sprintf("key%d", i)
func(key string) {
go func() {
defer wg.Done()
for i := 0; i < loops; i++ {
if err := cache.Set(key, value); err != nil {
t.Errorf("%+v", errors.WithStack(err))
}
}
}()
}(key)
}
wg.Wait()
t.Logf("cache before final evict [capacity: %d, size: %d, len: %d]", cache.Capacity(), cache.Size(), cache.Len())
if err := cache.Evict(); err != nil {
t.Errorf("%+v", errors.WithStack(err))
}
t.Logf("cache after final evict [capacity: %d, size: %d, len: %d]", cache.Capacity(), cache.Size(), cache.Len())
expectedLength := capacity / len(value)
if e, g := expectedLength, cache.Len(); e < g {
t.Errorf("cache.Len(): expected <= %d, got %d", e, g)
}
if cache.Size() > capacity {
t.Errorf("cache.Size(): expected <= %d, got %d", capacity, cache.Size())
}
if e, g := expectedLength*len(value), cache.Size(); e < g {
t.Errorf("cache.Size(): expected <= %d, got %d", e, g)
}
return nil
}

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package testsuite
import (
"testing"
"forge.cadoles.com/arcad/edge/pkg/storage/driver/cache/lfu"
"github.com/pkg/errors"
)
func testEviction(t *testing.T, store lfu.Store[string, string]) error {
cache := lfu.NewCache[string, string](store,
lfu.WithCapacity[string, string](10),
lfu.WithLog[string, string](t.Logf),
)
if err := cache.Set("key1", "key1"); err != nil {
return errors.WithStack(err)
}
if err := cache.Set("key2", "key2"); err != nil {
return errors.WithStack(err)
}
// Increment frequency of key2
if _, err := cache.Get("key2"); err != nil {
return errors.WithStack(err)
}
if e, g := 8, cache.Size(); e != g {
t.Errorf("cache.Size(): expected '%v', got '%v'", e, g)
}
if err := cache.Set("key3", "key3"); err != nil {
return errors.WithStack(err)
}
t.Logf("cache [capacity: %d, size: %d, len: %d]", cache.Capacity(), cache.Size(), cache.Len())
_, err := cache.Get("key1")
if err == nil {
t.Errorf("expected 'key1' to be evicted")
}
if !errors.Is(err, lfu.ErrNotFound) {
t.Errorf("expected err to be 'ErrNotFound'")
}
value, err := cache.Get("key2")
if err != nil {
return errors.WithStack(err)
}
if e, g := "key2", value; e < g {
t.Errorf("cache.Get(\"key2\"): expected %v, got %v", e, g)
}
if e, g := cache.Capacity(), cache.Size(); e < g {
t.Errorf("cache.Size(): expected <= %d, got %d", e, g)
}
if e, g := 2, cache.Len(); e != g {
t.Errorf("cache.Len(): expected %d, got %d", e, g)
}
if cache.Size() < 0 {
t.Errorf("cache.Size(): expected value >= 0, got %d", cache.Size())
}
return nil
}

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package testsuite
import (
"testing"
"forge.cadoles.com/arcad/edge/pkg/storage/driver/cache/lfu"
"github.com/pkg/errors"
)
func testMultipleSet(t *testing.T, store lfu.Store[string, string]) error {
const (
key = "mykey"
firstValue = "foo"
secondValue = "bar"
thirdValue = "foobar"
)
cache := lfu.NewCache[string, string](store)
if e, g := 0, cache.Size(); e != g {
t.Errorf("cache.Size(): expected '%v', got '%v'", e, g)
}
if err := cache.Set(key, firstValue); err != nil {
return errors.WithStack(err)
}
if e, g := len(firstValue), cache.Size(); e != g {
t.Errorf("cache.Size(): expected '%v', got '%v'", e, g)
}
retrieved, err := cache.Get(key)
if err != nil {
return errors.WithStack(err)
}
if e, g := firstValue, retrieved; e != g {
t.Errorf("cache.Get(key): expected '%v', got '%v'", e, g)
}
if err := cache.Set(key, secondValue); err != nil {
return errors.WithStack(err)
}
if e, g := len(secondValue), cache.Size(); e != g {
t.Errorf("cache.Size(): expected '%v', got '%v'", e, g)
}
retrieved, err = cache.Get(key)
if err != nil {
return errors.WithStack(err)
}
if e, g := secondValue, retrieved; e != g {
t.Errorf("cache.Get(key): expected '%v', got '%v'", e, g)
}
if err := cache.Set(key, thirdValue); err != nil {
return errors.WithStack(err)
}
if e, g := len(thirdValue), cache.Size(); e != g {
t.Errorf("cache.Size(): expected '%v', got '%v'", e, g)
}
retrieved, err = cache.Get(key)
if err != nil {
return errors.WithStack(err)
}
if e, g := thirdValue, retrieved; e != g {
t.Errorf("cache.Get(key): expected '%v', got '%v'", e, g)
}
if e, g := len(thirdValue), cache.Size(); e != g {
t.Errorf("cache.Size(): expected '%v', got '%v'", e, g)
}
return nil
}

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package testsuite
import (
"testing"
"forge.cadoles.com/arcad/edge/pkg/storage/driver/cache/lfu"
"github.com/pkg/errors"
)
func testSetGetDelete(t *testing.T, store lfu.Store[string, string]) error {
const (
key = "mykey"
value = "foobar"
)
cache := lfu.NewCache[string, string](store, lfu.WithCapacity[string, string](10))
if e, g := 0, cache.Size(); e != g {
t.Errorf("cache.Size(): expected '%v', got '%v'", e, g)
}
if err := cache.Set(key, value); err != nil {
return errors.WithStack(err)
}
if e, g := len(value), cache.Size(); e != g {
t.Errorf("cache.Size(): expected '%v', got '%v'", e, g)
}
if e, g := 1, cache.Len(); e != g {
t.Errorf("cache.Len(): expected '%v', got '%v'", e, g)
}
retrieved, err := cache.Get(key)
if err != nil {
return errors.WithStack(err)
}
if e, g := value, retrieved; e != g {
t.Errorf("cache.Get(key): expected '%v', got '%v'", e, g)
}
if err := cache.Delete(key); err != nil {
return errors.WithStack(err)
}
if _, err := cache.Get(key); err == nil || !errors.Is(err, lfu.ErrNotFound) {
t.Errorf("cache.Get(key): err should be lfu.ErrNotFound, got '%v'", errors.WithStack(err))
}
if e, g := value, retrieved; e != g {
t.Errorf("cache.Get(key): expected '%v', got '%v'", e, g)
}
if e, g := 0, cache.Size(); e != g {
t.Errorf("cache.Size(): expected '%v', got '%v'", e, g)
}
if e, g := 0, cache.Len(); e != g {
t.Errorf("cache.Len(): expected '%v', got '%v'", e, g)
}
t.Logf("cache [capacity: %d, size: %d, len: %d]", cache.Capacity(), cache.Size(), cache.Len())
return nil
}

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package testsuite
import (
"testing"
"time"
"forge.cadoles.com/arcad/edge/pkg/storage/driver/cache/lfu"
"github.com/pkg/errors"
)
func testTTL(t *testing.T, store lfu.Store[string, string]) error {
const (
key = "mykey"
value = "foobar"
)
ttl := time.Second
cache := lfu.NewCache[string, string](store,
lfu.WithTTL[string, string](ttl),
lfu.WithCapacity[string, string](10),
)
if err := cache.Set(key, value); err != nil {
return errors.WithStack(err)
}
retrieved, err := cache.Get(key)
if err != nil {
return errors.WithStack(err)
}
if e, g := value, retrieved; e != g {
t.Errorf("cache.Get(key): expected '%v', got '%v'", e, g)
}
time.Sleep(ttl * 2)
if _, err := cache.Get(key); !errors.Is(err, lfu.ErrNotFound) {
t.Errorf("cache.Get(key): expected err == lfu.ErrNotFound, got '%v'", err)
}
t.Logf("cache [capacity: %d, size: %d, len: %d]", cache.Capacity(), cache.Size(), cache.Len())
if e, g := 0, cache.Size(); e != g {
t.Errorf("cache.Size(): expected '%v', got '%v'", e, g)
}
if e, g := 0, cache.Len(); e != g {
t.Errorf("cache.Len(): expected '%v', got '%v'", e, g)
}
return nil
}