diff --git a/client/cache/random_expired_cache.go b/client/cache/random_expired_cache.go
index eeebf880..26200112 100644
--- a/client/cache/random_expired_cache.go
+++ b/client/cache/random_expired_cache.go
@@ -17,12 +17,20 @@ package cache
 import (
 	"context"
 	"math/rand"
+	"sync/atomic"
 	"time"
 )
 
 // RandomExpireCacheOption implement genreate random time offset expired option
 type RandomExpireCacheOption func(*RandomExpireCache)
 
+// WithOffsetFunc returns a RandomExpireCacheOption that configures the offset function
+func WithOffsetFunc(fn func() time.Duration) RandomExpireCacheOption {
+	return func(cache *RandomExpireCache) {
+		cache.offset = fn
+	}
+}
+
 // RandomExpireCache prevent cache batch invalidation
 // Cache random time offset expired
 type RandomExpireCache struct {
@@ -38,15 +46,30 @@ func (rec *RandomExpireCache) Put(ctx context.Context, key string, val interface
 
 // NewRandomExpireCache return random expire cache struct
 func NewRandomExpireCache(adapter Cache, opts ...RandomExpireCacheOption) Cache {
-	var rec RandomExpireCache
-	rec.Cache = adapter
+	rec := RandomExpireCache{
+		Cache:  adapter,
+		offset: defaultExpiredFunc(),
+	}
 	for _, fn := range opts {
 		fn(&rec)
 	}
 	return &rec
 }
 
-// defaultExpiredFunc genreate random time offset expired
-func defaultExpiredFunc() time.Duration {
-	return time.Duration(rand.Intn(5)+3) * time.Second
+// defaultExpiredFunc return a func that used to generate random time offset (range: [3s,8s)) expired
+func defaultExpiredFunc() func() time.Duration {
+	const size = 5
+	var randTimes [size]time.Duration
+	for i := range randTimes {
+		randTimes[i] = time.Duration(i+3) * time.Second
+	}
+	// shuffle values
+	for i := range randTimes {
+		n := rand.Intn(size)
+		randTimes[i], randTimes[n] = randTimes[n], randTimes[i]
+	}
+	var i uint64
+	return func() time.Duration {
+		return randTimes[atomic.AddUint64(&i, 1)%size]
+	}
 }
diff --git a/client/cache/random_expired_cache_test.go b/client/cache/random_expired_cache_test.go
index b1af5840..1e3bb935 100644
--- a/client/cache/random_expired_cache_test.go
+++ b/client/cache/random_expired_cache_test.go
@@ -16,6 +16,7 @@ package cache
 
 import (
 	"context"
+	"math/rand"
 	"strings"
 	"testing"
 	"time"
@@ -27,10 +28,9 @@ func TestRandomExpireCache(t *testing.T) {
 	bm, err := NewCache("memory", `{"interval":20}`)
 	assert.Nil(t, err)
 
-	// cache := NewRandomExpireCache(bm)
-	cache := NewRandomExpireCache(bm, func(opt *RandomExpireCache) {
-		opt.offset = defaultExpiredFunc
-	})
+	cache := NewRandomExpireCache(bm)
+	// should not be nil
+	assert.NotNil(t, cache.(*RandomExpireCache).offset)
 
 	timeoutDuration := 3 * time.Second
 
@@ -84,5 +84,16 @@ func TestRandomExpireCache(t *testing.T) {
 
 	assert.NotNil(t, err)
 	assert.True(t, strings.Contains(err.Error(), "key isn't exist"))
-
+}
+
+func TestWithOffsetFunc(t *testing.T) {
+	bm, err := NewCache("memory", `{"interval":20}`)
+	assert.Nil(t, err)
+
+	magic := -time.Duration(rand.Int())
+	cache := NewRandomExpireCache(bm, WithOffsetFunc(func() time.Duration {
+		return magic
+	}))
+	// offset should return the magic value
+	assert.Equal(t, magic, cache.(*RandomExpireCache).offset())
 }