diff --git a/cache/interface.go b/cache/interface.go
new file mode 100644
index 0000000..e7fe619
--- /dev/null
+++ b/cache/interface.go
@@ -0,0 +1,16 @@
+package cache
+
+import (
+	"context"
+	"time"
+)
+
+type Cache[K comparable, V any] interface {
+	Get(ctx context.Context, key K) (V, bool)
+	Set(ctx context.Context, key K, val V, expire time.Duration)
+	Ttl(ctx context.Context, key K, expire time.Duration) time.Duration
+	Ver(ctx context.Context, key K) int
+	Flush(ctx context.Context)
+	Delete(ctx context.Context, key K)
+	ClearExpired(ctx context.Context, expire time.Duration)
+}
diff --git a/cache/map.go b/cache/map.go
index 50e661a..b374f7c 100644
--- a/cache/map.go
+++ b/cache/map.go
@@ -4,42 +4,32 @@ import (
 	"context"
 	"errors"
 	"fmt"
-	"github.com/fthvgb1/wp-go/safety"
+	"github.com/fthvgb1/wp-go/helper/slice"
 	"sync"
 	"time"
 )
 
 type MapCache[K comparable, V any] struct {
-	data         safety.Map[K, mapCacheStruct[V]]
-	mutex        *sync.Mutex
+	data         Cache[K, V]
+	mux          sync.Mutex
 	cacheFunc    func(...any) (V, error)
 	batchCacheFn func(...any) (map[K]V, error)
 	expireTime   time.Duration
 }
 
-func NewMapCache[K comparable, V any](expireTime time.Duration) *MapCache[K, V] {
-	return &MapCache[K, V]{expireTime: expireTime}
-}
-
-type mapCacheStruct[T any] struct {
-	setTime time.Time
-	incr    int
-	data    T
-}
-
 func (m *MapCache[K, V]) SetCacheFunc(fn func(...any) (V, error)) {
 	m.cacheFunc = fn
 }
 
-func (m *MapCache[K, V]) GetLastSetTime(k K) (t time.Time) {
-	r, ok := m.data.Load(k)
-	if ok {
-		t = r.setTime
+func (m *MapCache[K, V]) GetLastSetTime(ctx context.Context, k K) (t time.Time) {
+	tt := m.data.Ttl(ctx, k, m.expireTime)
+	if tt <= 0 {
+		return
 	}
-	return
+	return time.Now().Add(m.data.Ttl(ctx, k, m.expireTime))
 }
 
-func (m *MapCache[K, V]) SetCacheBatchFunc(fn func(...any) (map[K]V, error)) {
+func (m *MapCache[K, V]) SetCacheBatchFn(fn func(...any) (map[K]V, error)) {
 	m.batchCacheFn = fn
 	if m.cacheFunc == nil {
 		m.setCacheFn(fn)
@@ -68,102 +58,56 @@ func (m *MapCache[K, V]) setCacheFn(fn func(...any) (map[K]V, error)) {
 	}
 }
 
-func NewMapCacheByFn[K comparable, V any](fn func(...any) (V, error), expireTime time.Duration) *MapCache[K, V] {
+func NewMemoryMapCacheByFn[K comparable, V any](fn func(...any) (V, error), expireTime time.Duration) *MapCache[K, V] {
 	return &MapCache[K, V]{
-		mutex:      &sync.Mutex{},
+		data:       NewMemoryMapCache[K, V](),
 		cacheFunc:  fn,
 		expireTime: expireTime,
-		data:       safety.NewMap[K, mapCacheStruct[V]](),
+		mux:        sync.Mutex{},
 	}
 }
-func NewMapCacheByBatchFn[K comparable, V any](fn func(...any) (map[K]V, error), expireTime time.Duration) *MapCache[K, V] {
+func NewMemoryMapCacheByBatchFn[K comparable, V any](fn func(...any) (map[K]V, error), expireTime time.Duration) *MapCache[K, V] {
 	r := &MapCache[K, V]{
-		mutex:        &sync.Mutex{},
+		data:         NewMemoryMapCache[K, V](),
 		batchCacheFn: fn,
 		expireTime:   expireTime,
-		data:         safety.NewMap[K, mapCacheStruct[V]](),
+		mux:          sync.Mutex{},
 	}
 	r.setCacheFn(fn)
 	return r
 }
 
-func (m *MapCache[K, V]) Flush() {
-	m.mutex.Lock()
-	defer m.mutex.Unlock()
-	m.data = safety.NewMap[K, mapCacheStruct[V]]()
+func (m *MapCache[K, V]) Flush(ctx context.Context) {
+	m.mux.Lock()
+	defer m.mux.Unlock()
+	m.data.Flush(ctx)
 }
 
-func (m *MapCache[K, V]) Get(k K) (V, bool) {
-	r, ok := m.data.Load(k)
-	if ok {
-		return r.data, ok
-	}
-	var rr V
-	return rr, false
+func (m *MapCache[K, V]) Get(ctx context.Context, k K) (V, bool) {
+	return m.data.Get(ctx, k)
 }
 
-func (m *MapCache[K, V]) Set(k K, v V) {
-	m.set(k, v)
-}
-
-func (m *MapCache[K, V]) SetByBatchFn(params ...any) error {
-	m.mutex.Lock()
-	defer m.mutex.Unlock()
-
-	r, err := m.batchCacheFn(params...)
-	if err != nil {
-		return err
-	}
-	for k, v := range r {
-		m.set(k, v)
-	}
-	return nil
-}
-
-func (m *MapCache[K, V]) set(k K, v V) {
-	data, ok := m.data.Load(k)
-	t := time.Now()
-	if !ok {
-		data.data = v
-		data.setTime = t
-		data.incr++
-		m.data.Store(k, data)
-	} else {
-		m.data.Store(k, mapCacheStruct[V]{
-			data:    v,
-			setTime: t,
-		})
-
-	}
+func (m *MapCache[K, V]) Set(ctx context.Context, k K, v V) {
+	m.data.Set(ctx, k, v, m.expireTime)
 }
 
 func (m *MapCache[K, V]) GetCache(c context.Context, key K, timeout time.Duration, params ...any) (V, error) {
-	data, ok := m.data.Load(key)
-	if !ok {
-		data = mapCacheStruct[V]{}
-	}
-	now := time.Duration(time.Now().UnixNano())
+	data, ok := m.data.Get(c, key)
 	var err error
-	expired := time.Duration(data.setTime.UnixNano())+m.expireTime < now
-	//todo 这里应该判断下取出的值是否为零值，不过怎么操作呢？
-	if !ok || (ok && m.expireTime >= 0 && expired) {
-		t := data.incr
+	if !ok || m.data.Ttl(c, key, m.expireTime) <= 0 {
+		ver := m.data.Ver(c, key)
 		call := func() {
-			m.mutex.Lock()
-			defer m.mutex.Unlock()
-			da, ok := m.data.Load(key)
-			if ok && da.incr > t {
+			m.mux.Lock()
+			defer m.mux.Unlock()
+			if m.data.Ver(c, key) > ver {
+				data, _ = m.data.Get(c, key)
 				return
-			} else {
-				da = data
 			}
-			r, er := m.cacheFunc(params...)
+			data, err = m.cacheFunc(params...)
 			if err != nil {
-				err = er
 				return
 			}
-			m.set(key, r)
-			data.data = r
+			m.Set(c, key, data)
 		}
 		if timeout > 0 {
 			ctx, cancel := context.WithTimeout(c, timeout)
@@ -183,48 +127,42 @@ func (m *MapCache[K, V]) GetCache(c context.Context, key K, timeout time.Duratio
 		}
 
 	}
-	return data.data, err
+	return data, err
 }
 
 func (m *MapCache[K, V]) GetCacheBatch(c context.Context, key []K, timeout time.Duration, params ...any) ([]V, error) {
-	var needFlush []K
 	var res []V
-	t := 0
-	now := time.Duration(time.Now().UnixNano())
-	for _, k := range key {
-		d, ok := m.data.Load(k)
-		if !ok {
-			needFlush = append(needFlush, k)
-			continue
+	ver := 0
+	needFlush := slice.FilterAndMap(key, func(k K) (r K, ok bool) {
+		if _, ok := m.data.Get(c, k); !ok {
+			return k, true
 		}
-		expired := time.Duration(d.setTime.UnixNano())+m.expireTime < now
-		if expired {
-			needFlush = append(needFlush, k)
-		}
-		t = t + d.incr
-	}
+		ver += m.data.Ver(c, k)
+		return
+	})
+
 	var err error
-	//todo 这里应该判断下取出的值是否为零值，不过怎么操作呢？
 	if len(needFlush) > 0 {
 		call := func() {
-			m.mutex.Lock()
-			defer m.mutex.Unlock()
-			tt := 0
-			for _, dd := range needFlush {
-				if ddd, ok := m.data.Load(dd); ok {
-					tt = tt + ddd.incr
-				}
-			}
-			if tt > t {
+			m.mux.Lock()
+			defer m.mux.Unlock()
+
+			vers := slice.Reduce(needFlush, func(t K, r int) int {
+				r += m.data.Ver(c, t)
+				return r
+			}, 0)
+
+			if vers > ver {
 				return
 			}
+
 			r, er := m.batchCacheFn(params...)
 			if err != nil {
 				err = er
 				return
 			}
 			for k, v := range r {
-				m.set(k, v)
+				m.Set(c, k, v)
 			}
 		}
 		if timeout > 0 {
@@ -244,23 +182,14 @@ func (m *MapCache[K, V]) GetCacheBatch(c context.Context, key []K, timeout time.
 			call()
 		}
 	}
-	for _, k := range key {
-		d, ok := m.data.Load(k)
-		if ok {
-			res = append(res, d.data)
-		}
-	}
+	res = slice.FilterAndMap(key, func(k K) (V, bool) {
+		return m.data.Get(c, k)
+	})
 	return res, err
 }
 
-func (m *MapCache[K, V]) ClearExpired() {
-	now := time.Duration(time.Now().UnixNano())
-	m.mutex.Lock()
-	defer m.mutex.Unlock()
-	m.data.Range(func(k K, v mapCacheStruct[V]) bool {
-		if now > time.Duration(v.setTime.UnixNano())+m.expireTime {
-			m.data.Delete(k)
-		}
-		return true
-	})
+func (m *MapCache[K, V]) ClearExpired(ctx context.Context) {
+	m.mux.Lock()
+	defer m.mux.Unlock()
+	m.data.ClearExpired(ctx, m.expireTime)
 }
diff --git a/cache/memorymapcache.go b/cache/memorymapcache.go
new file mode 100644
index 0000000..624813f
--- /dev/null
+++ b/cache/memorymapcache.go
@@ -0,0 +1,82 @@
+package cache
+
+import (
+	"context"
+	"github.com/fthvgb1/wp-go/helper/number"
+	"github.com/fthvgb1/wp-go/safety"
+	"time"
+)
+
+type MemoryMapCache[K comparable, V any] struct {
+	safety.Map[K, mapVal[V]]
+}
+
+func NewMemoryMapCache[K comparable, V any]() *MemoryMapCache[K, V] {
+	return &MemoryMapCache[K, V]{Map: safety.NewMap[K, mapVal[V]]()}
+}
+
+type mapVal[T any] struct {
+	setTime time.Time
+	ver     int
+	data    T
+}
+
+func (m *MemoryMapCache[K, V]) Get(_ context.Context, key K) (r V, ok bool) {
+	v, ok := m.Load(key)
+	if ok {
+		return v.data, true
+	}
+	return
+}
+
+func (m *MemoryMapCache[K, V]) Set(_ context.Context, key K, val V, _ time.Duration) {
+	v, ok := m.Load(key)
+	t := time.Now()
+	if ok {
+		v.data = val
+		v.setTime = t
+		v.ver++
+	} else {
+		v = mapVal[V]{
+			setTime: t,
+			ver:     1,
+			data:    val,
+		}
+	}
+	m.Store(key, v)
+}
+
+func (m *MemoryMapCache[K, V]) Ttl(_ context.Context, key K, expire time.Duration) time.Duration {
+	v, ok := m.Load(key)
+	if !ok {
+		return -1
+	}
+	return number.Max(time.Duration(0), expire-time.Duration(time.Now().UnixNano()-v.setTime.UnixNano()))
+}
+
+func (m *MemoryMapCache[K, V]) Ver(_ context.Context, key K) int {
+	v, ok := m.Load(key)
+	if !ok {
+		return -1
+	}
+	return v.ver
+}
+
+func (m *MemoryMapCache[K, V]) Flush(context.Context) {
+	m.Map = safety.NewMap[K, mapVal[V]]()
+}
+
+func (m *MemoryMapCache[K, V]) Delete(_ context.Context, key K) {
+	m.Map.Delete(key)
+}
+
+func (m *MemoryMapCache[K, V]) ClearExpired(_ context.Context, expire time.Duration) {
+	now := time.Duration(time.Now().UnixNano())
+
+	m.Range(func(k K, v mapVal[V]) bool {
+		if now > time.Duration(v.setTime.UnixNano())+expire {
+			m.Map.Delete(k)
+		}
+		return true
+	})
+}
diff --git a/internal/actions/comment.go b/internal/actions/comment.go
index 4b01a16..40a7079 100644
--- a/internal/actions/comment.go
+++ b/internal/actions/comment.go
@@ -111,7 +111,7 @@ func PostComment(c *gin.Context) {
 			err = er
 			return
 		}
-		cache.NewCommentCache().Set(up.RawQuery, string(s))
+		cache.NewCommentCache().Set(c, up.RawQuery, string(s))
 		c.Redirect(http.StatusFound, res.Header.Get("Location"))
 		return
 	}
diff --git a/internal/actions/detail.go b/internal/actions/detail.go
index 7b898ec..d63ad4f 100644
--- a/internal/actions/detail.go
+++ b/internal/actions/detail.go
@@ -76,7 +76,7 @@ func Detail(c *gin.Context) {
 	if post.PostPassword != "" && pw != post.PostPassword {
 		plugins.PasswdProjectContent(&post)
 		showComment = false
-	} else if s, ok := cache.NewCommentCache().Get(c.Request.URL.RawQuery); ok && s != "" && (post.PostPassword == "" || post.PostPassword != "" && pw == post.PostPassword) {
+	} else if s, ok := cache.NewCommentCache().Get(c, c.Request.URL.RawQuery); ok && s != "" && (post.PostPassword == "" || post.PostPassword != "" && pw == post.PostPassword) {
 		c.Writer.WriteHeader(http.StatusOK)
 		c.Writer.Header().Set("Content-Type", "text/html; charset=utf-8")
 		_, err = c.Writer.WriteString(s)
diff --git a/internal/actions/feed.go b/internal/actions/feed.go
index e2e74fd..1095bdb 100644
--- a/internal/actions/feed.go
+++ b/internal/actions/feed.go
@@ -50,7 +50,7 @@ func setFeed(s string, c *gin.Context, t time.Time) {
 
 func PostFeed(c *gin.Context) {
 	id := c.Param("id")
-	if !isCacheExpired(c, cache.PostFeedCache().GetLastSetTime(id)) {
+	if !isCacheExpired(c, cache.PostFeedCache().GetLastSetTime(c, id)) {
 		c.Status(http.StatusNotModified)
 	} else {
 		s, err := cache.PostFeedCache().GetCache(c, id, time.Second, c, id)
@@ -60,7 +60,7 @@ func PostFeed(c *gin.Context) {
 			c.Error(err)
 			return
 		}
-		setFeed(s, c, cache.PostFeedCache().GetLastSetTime(id))
+		setFeed(s, c, cache.PostFeedCache().GetLastSetTime(c, id))
 	}
 }
 
diff --git a/internal/pkg/cache/cache.go b/internal/pkg/cache/cache.go
index 11f6f7f..8c2e992 100644
--- a/internal/pkg/cache/cache.go
+++ b/internal/pkg/cache/cache.go
@@ -43,6 +43,8 @@ var allUsernameCache *cache.VarCache[map[string]struct{}]
 
 var headerImagesCache *cache.MapCache[string, []models.PostThumbnail]
 
+var ctx context.Context
+
 func InitActionsCommonCache() {
 	c := config.Conf.Load()
 	archivesCaches = &Arch{
@@ -50,17 +52,17 @@ func InitActionsCommonCache() {
 		setCacheFunc: dao.Archives,
 	}
 
-	searchPostIdsCache = cache.NewMapCacheByFn[string](dao.SearchPostIds, c.SearchPostCacheTime)
+	searchPostIdsCache = cache.NewMemoryMapCacheByFn[string](dao.SearchPostIds, c.SearchPostCacheTime)
 
-	postListIdsCache = cache.NewMapCacheByFn[string](dao.SearchPostIds, c.PostListCacheTime)
+	postListIdsCache = cache.NewMemoryMapCacheByFn[string](dao.SearchPostIds, c.PostListCacheTime)
 
-	monthPostsCache = cache.NewMapCacheByFn[string](dao.MonthPost, c.MonthPostCacheTime)
+	monthPostsCache = cache.NewMemoryMapCacheByFn[string](dao.MonthPost, c.MonthPostCacheTime)
 
-	postContextCache = cache.NewMapCacheByFn[uint64](dao.GetPostContext, c.ContextPostCacheTime)
+	postContextCache = cache.NewMemoryMapCacheByFn[uint64](dao.GetPostContext, c.ContextPostCacheTime)
 
-	postsCache = cache.NewMapCacheByBatchFn(dao.GetPostsByIds, c.PostDataCacheTime)
+	postsCache = cache.NewMemoryMapCacheByBatchFn(dao.GetPostsByIds, c.PostDataCacheTime)
 
-	postMetaCache = cache.NewMapCacheByBatchFn(dao.GetPostMetaByPostIds, c.PostDataCacheTime)
+	postMetaCache = cache.NewMemoryMapCacheByBatchFn(dao.GetPostMetaByPostIds, c.PostDataCacheTime)
 
 	categoryAndTagsCaches = cache.NewVarCache(dao.CategoriesAndTags, c.CategoryCacheTime)
 
@@ -68,58 +70,61 @@ func InitActionsCommonCache() {
 
 	recentCommentsCaches = cache.NewVarCache(dao.RecentComments, c.RecentCommentsCacheTime)
 
-	postCommentCaches = cache.NewMapCacheByFn[uint64](dao.PostComments, c.PostCommentsCacheTime)
+	postCommentCaches = cache.NewMemoryMapCacheByFn[uint64](dao.PostComments, c.PostCommentsCacheTime)
 
 	maxPostIdCache = cache.NewVarCache(dao.GetMaxPostId, c.MaxPostIdCacheTime)
 
-	usersCache = cache.NewMapCacheByFn[uint64](dao.GetUserById, c.UserInfoCacheTime)
+	usersCache = cache.NewMemoryMapCacheByFn[uint64](dao.GetUserById, c.UserInfoCacheTime)
 
-	usersNameCache = cache.NewMapCacheByFn[string](dao.GetUserByName, c.UserInfoCacheTime)
+	usersNameCache = cache.NewMemoryMapCacheByFn[string](dao.GetUserByName, c.UserInfoCacheTime)
 
-	commentsCache = cache.NewMapCacheByBatchFn(dao.GetCommentByIds, c.CommentsCacheTime)
+	commentsCache = cache.NewMemoryMapCacheByBatchFn(dao.GetCommentByIds, c.CommentsCacheTime)
 
 	feedCache = cache.NewVarCache(feed, time.Hour)
 
-	postFeedCache = cache.NewMapCacheByFn[string](postFeed, time.Hour)
+	postFeedCache = cache.NewMemoryMapCacheByFn[string](postFeed, time.Hour)
 
 	commentsFeedCache = cache.NewVarCache(commentsFeed, time.Hour)
 
-	newCommentCache = cache.NewMapCacheByFn[string, string](nil, 15*time.Minute)
+	newCommentCache = cache.NewMemoryMapCacheByFn[string, string](nil, 15*time.Minute)
 
 	allUsernameCache = cache.NewVarCache(dao.AllUsername, c.UserInfoCacheTime)
 
-	headerImagesCache = cache.NewMapCacheByFn[string](getHeaderImages, c.ThemeHeaderImagCacheTime)
+	headerImagesCache = cache.NewMemoryMapCacheByFn[string](getHeaderImages, c.ThemeHeaderImagCacheTime)
+
+	ctx = context.Background()
 
 	InitFeed()
 }
 
 func ClearCache() {
-	searchPostIdsCache.ClearExpired()
-	postsCache.ClearExpired()
-	postMetaCache.ClearExpired()
-	postListIdsCache.ClearExpired()
-	monthPostsCache.ClearExpired()
-	postContextCache.ClearExpired()
-	usersCache.ClearExpired()
-	commentsCache.ClearExpired()
-	usersNameCache.ClearExpired()
-	postFeedCache.ClearExpired()
-	newCommentCache.ClearExpired()
-	headerImagesCache.ClearExpired()
+	searchPostIdsCache.ClearExpired(ctx)
+	searchPostIdsCache.ClearExpired(ctx)
+	postsCache.ClearExpired(ctx)
+	postMetaCache.ClearExpired(ctx)
+	postListIdsCache.ClearExpired(ctx)
+	monthPostsCache.ClearExpired(ctx)
+	postContextCache.ClearExpired(ctx)
+	usersCache.ClearExpired(ctx)
+	commentsCache.ClearExpired(ctx)
+	usersNameCache.ClearExpired(ctx)
+	postFeedCache.ClearExpired(ctx)
+	newCommentCache.ClearExpired(ctx)
+	headerImagesCache.ClearExpired(ctx)
 }
 func FlushCache() {
-	searchPostIdsCache.Flush()
-	postsCache.Flush()
-	postMetaCache.Flush()
-	postListIdsCache.Flush()
-	monthPostsCache.Flush()
-	postContextCache.Flush()
-	usersCache.Flush()
-	commentsCache.Flush()
-	usersCache.Flush()
-	postFeedCache.Flush()
-	newCommentCache.Flush()
-	headerImagesCache.Flush()
+	searchPostIdsCache.Flush(ctx)
+	postsCache.Flush(ctx)
+	postMetaCache.Flush(ctx)
+	postListIdsCache.Flush(ctx)
+	monthPostsCache.Flush(ctx)
+	postContextCache.Flush(ctx)
+	usersCache.Flush(ctx)
+	commentsCache.Flush(ctx)
+	usersCache.Flush(ctx)
+	postFeedCache.Flush(ctx)
+	newCommentCache.Flush(ctx)
+	headerImagesCache.Flush(ctx)
 }
 
 func Archives(ctx context.Context) (r []models.PostArchive) {
diff --git a/internal/plugins/digest.go b/internal/plugins/digest.go
index ced314e..90311ce 100644
--- a/internal/plugins/digest.go
+++ b/internal/plugins/digest.go
@@ -1,6 +1,7 @@
 package plugins
 
 import (
+	"context"
 	"fmt"
 	"github.com/fthvgb1/wp-go/cache"
 	"github.com/fthvgb1/wp-go/internal/pkg/config"
@@ -12,16 +13,18 @@ import (
 )
 
 var digestCache *cache.MapCache[uint64, string]
+var ctx context.Context
 
 func InitDigestCache() {
-	digestCache = cache.NewMapCacheByFn[uint64](digestRaw, config.Conf.Load().DigestCacheTime)
+	ctx = context.Background()
+	digestCache = cache.NewMemoryMapCacheByFn[uint64](digestRaw, config.Conf.Load().DigestCacheTime)
 }
 
 func ClearDigestCache() {
-	digestCache.ClearExpired()
+	digestCache.ClearExpired(ctx)
 }
 func FlushCache() {
-	digestCache.Flush()
+	digestCache.Flush(ctx)
 }
 
 func digestRaw(arg ...any) (string, error) {