diff --git a/go.mod b/go.mod
index 7ca1d6c..fab85f9 100644
--- a/go.mod
+++ b/go.mod
@@ -5,6 +5,7 @@ go 1.12
 require (
 	github.com/DATA-DOG/go-sqlmock v1.3.3
 	github.com/fatih/color v1.7.0
+	github.com/garyburd/redigo v1.6.0
 	github.com/gin-contrib/cors v1.3.0
 	github.com/gin-contrib/pprof v1.2.1
 	github.com/gin-contrib/sessions v0.0.1
diff --git a/models/migration_test.go b/models/migration_test.go
index a28e11a..f2bf414 100644
--- a/models/migration_test.go
+++ b/models/migration_test.go
@@ -1,16 +1,17 @@
 package model
 
 import (
-	"github.com/gin-gonic/gin"
+	"github.com/jinzhu/gorm"
 	"github.com/stretchr/testify/assert"
 	"testing"
 )
 
 func TestMigration(t *testing.T) {
 	asserts := assert.New(t)
-	gin.SetMode(gin.TestMode)
+	DB, _ = gorm.Open("sqlite3", ":memory:")
 
 	asserts.NotPanics(func() {
 		migration()
 	})
+	DB = mockDB
 }
diff --git a/models/policy.go b/models/policy.go
index 00e389e..5f1c46f 100644
--- a/models/policy.go
+++ b/models/policy.go
@@ -2,11 +2,11 @@ package model
 
 import (
 	"encoding/json"
+	"github.com/HFO4/cloudreve/pkg/cache"
 	"github.com/HFO4/cloudreve/pkg/util"
 	"github.com/jinzhu/gorm"
 	"path/filepath"
 	"strconv"
-	"sync"
 	"time"
 )
 
@@ -42,28 +42,20 @@ type PolicyOption struct {
 	RangeTransferEnabled bool     `json:"range_transfer_enabled"`
 }
 
-// 存储策略缓存，部分情况下需要频繁查询存储策略
-var policyCache = make(map[uint]Policy)
-var rw sync.RWMutex
-
 // GetPolicyByID 用ID获取存储策略
 func GetPolicyByID(ID interface{}) (Policy, error) {
 	// 尝试读取缓存
-	rw.RLock()
-	if policy, ok := policyCache[ID.(uint)]; ok {
-		rw.RUnlock()
-		return policy, nil
+	cacheKey := "policy_" + strconv.Itoa(int(ID.(uint)))
+	if policy, ok := cache.Store.Get(cacheKey); ok {
+		return policy.(Policy), nil
 	}
-	rw.RUnlock()
 
 	var policy Policy
 	result := DB.First(&policy, ID)
 
 	// 写入缓存
 	if result.Error == nil {
-		rw.Lock()
-		policyCache[policy.ID] = policy
-		rw.Unlock()
+		_ = cache.Store.Set(cacheKey, policy)
 	}
 
 	return policy, result.Error
diff --git a/models/policy_test.go b/models/policy_test.go
index 9ec34f7..7cc3bc0 100644
--- a/models/policy_test.go
+++ b/models/policy_test.go
@@ -12,18 +12,33 @@ import (
 func TestGetPolicyByID(t *testing.T) {
 	asserts := assert.New(t)
 
-	rows := sqlmock.NewRows([]string{"name", "type", "options"}).
-		AddRow("默认存储策略", "local", "{\"op_name\":\"123\"}")
-	mock.ExpectQuery("^SELECT \\* FROM `(.+)` WHERE `(.+)`\\.`deleted_at` IS NULL AND \\(\\(`policies`.`id` = 1\\)\\)(.+)$").WillReturnRows(rows)
-	policy, err := GetPolicyByID(uint(1))
-	asserts.NoError(err)
-	asserts.Equal("默认存储策略", policy.Name)
-	asserts.Equal("123", policy.OptionsSerialized.OPName)
+	// 缓存未命中
+	{
+		rows := sqlmock.NewRows([]string{"name", "type", "options"}).
+			AddRow("默认存储策略", "local", "{\"op_name\":\"123\"}")
+		mock.ExpectQuery("^SELECT(.+)").WillReturnRows(rows)
+		policy, err := GetPolicyByID(uint(22))
+		asserts.NoError(err)
+		asserts.NoError(mock.ExpectationsWereMet())
+		asserts.Equal("默认存储策略", policy.Name)
+		asserts.Equal("123", policy.OptionsSerialized.OPName)
+
+		rows = sqlmock.NewRows([]string{"name", "type", "options"})
+		mock.ExpectQuery("^SELECT(.+)").WillReturnRows(rows)
+		policy, err = GetPolicyByID(uint(23))
+		asserts.NoError(mock.ExpectationsWereMet())
+		asserts.Error(err)
+	}
+
+	// 命中
+	{
+		policy, err := GetPolicyByID(uint(22))
+		asserts.NoError(err)
+		asserts.Equal("默认存储策略", policy.Name)
+		asserts.Equal("123", policy.OptionsSerialized.OPName)
+
+	}
 
-	rows = sqlmock.NewRows([]string{"name", "type", "options"})
-	mock.ExpectQuery("^SELECT \\* FROM `(.+)` WHERE `(.+)`\\.`deleted_at` IS NULL AND \\(\\(`policies`.`id` = 1\\)\\)(.+)$").WillReturnRows(rows)
-	policy, err = GetPolicyByID(uint(1))
-	asserts.Error(err)
 }
 
 func TestPolicy_BeforeSave(t *testing.T) {
diff --git a/models/setting_test.go b/models/setting_test.go
index ca76dee..c1f0854 100644
--- a/models/setting_test.go
+++ b/models/setting_test.go
@@ -9,6 +9,7 @@ import (
 )
 
 var mock sqlmock.Sqlmock
+var mockDB *gorm.DB
 
 // TestMain 初始化数据库Mock
 func TestMain(m *testing.M) {
@@ -19,6 +20,7 @@ func TestMain(m *testing.M) {
 		panic("An error was not expected when opening a stub database connection")
 	}
 	DB, _ = gorm.Open("mysql", db)
+	mockDB = DB
 	defer db.Close()
 	m.Run()
 }
diff --git a/pkg/cache/driver.go b/pkg/cache/driver.go
new file mode 100644
index 0000000..eb3bd8b
--- /dev/null
+++ b/pkg/cache/driver.go
@@ -0,0 +1,10 @@
+package cache
+
+// Store 缓存存储器
+var Store Driver = NewMemoStore()
+
+// Driver 键值缓存存储容器
+type Driver interface {
+	Set(key string, value interface{}) error
+	Get(key string) (interface{}, bool)
+}
diff --git a/pkg/cache/memo.go b/pkg/cache/memo.go
new file mode 100644
index 0000000..fca7a20
--- /dev/null
+++ b/pkg/cache/memo.go
@@ -0,0 +1,26 @@
+package cache
+
+import "sync"
+
+// MemoStore 内存存储驱动
+type MemoStore struct {
+	Store *sync.Map
+}
+
+// NewMemoStore 新建内存存储
+func NewMemoStore() *MemoStore {
+	return &MemoStore{
+		Store: &sync.Map{},
+	}
+}
+
+// Set 存储值
+func (store *MemoStore) Set(key string, value interface{}) error {
+	store.Store.Store(key, value)
+	return nil
+}
+
+// Get 取值
+func (store *MemoStore) Get(key string) (interface{}, bool) {
+	return store.Store.Load(key)
+}
diff --git a/pkg/cache/memo_test.go b/pkg/cache/memo_test.go
new file mode 100644
index 0000000..4a59b04
--- /dev/null
+++ b/pkg/cache/memo_test.go
@@ -0,0 +1,61 @@
+package cache
+
+import (
+	"github.com/stretchr/testify/assert"
+	"testing"
+)
+
+func TestNewMemoStore(t *testing.T) {
+	asserts := assert.New(t)
+
+	store := NewMemoStore()
+	asserts.NotNil(store)
+	asserts.NotNil(store.Store)
+}
+
+func TestMemoStore_Set(t *testing.T) {
+	asserts := assert.New(t)
+
+	store := NewMemoStore()
+	err := store.Set("KEY", "vAL")
+	asserts.NoError(err)
+
+	val, ok := store.Store.Load("KEY")
+	asserts.True(ok)
+	asserts.Equal("vAL", val)
+}
+
+func TestMemoStore_Get(t *testing.T) {
+	asserts := assert.New(t)
+	store := NewMemoStore()
+
+	// 正常情况
+	{
+		_ = store.Set("string", "string_val")
+		val, ok := store.Get("string")
+		asserts.Equal("string_val", val)
+		asserts.True(ok)
+	}
+
+	// Key不存在
+	{
+		val, ok := store.Get("something")
+		asserts.Equal(nil, val)
+		asserts.False(ok)
+	}
+
+	// 存储struct
+	{
+		type testStruct struct {
+			key int
+		}
+		test := testStruct{key: 233}
+		_ = store.Set("struct", test)
+		val, ok := store.Get("struct")
+		asserts.True(ok)
+		res, ok := val.(testStruct)
+		asserts.True(ok)
+		asserts.Equal(test, res)
+	}
+
+}