diff --git a/pkg/exchange/okex/kline_stream.go b/pkg/exchange/okex/kline_stream.go
index e9b2ef356..b52727b25 100644
--- a/pkg/exchange/okex/kline_stream.go
+++ b/pkg/exchange/okex/kline_stream.go
@@ -47,19 +47,15 @@ func (s *KLineStream) handleConnect() {
 
 		subs = append(subs, sub)
 	}
-	if len(subs) == 0 {
-		return
-	}
+	subscribe(s.Conn, subs)
+}
 
-	log.Infof("subscribing channels: %+v", subs)
-	err := s.Conn.WriteJSON(WebsocketOp{
-		Op:   "subscribe",
-		Args: subs,
-	})
-
-	if err != nil {
-		log.WithError(err).Error("subscribe error")
+func (s *KLineStream) Connect(ctx context.Context) error {
+	if len(s.StandardStream.Subscriptions) == 0 {
+		log.Info("no subscriptions in kline")
+		return nil
 	}
+	return s.StandardStream.Connect(ctx)
 }
 
 func (s *KLineStream) handleKLineEvent(k KLineEvent) {
@@ -85,3 +81,14 @@ func (s *KLineStream) dispatchEvent(e interface{}) {
 		s.EmitKLineEvent(*et)
 	}
 }
+
+func (s *KLineStream) Unsubscribe() {
+	// errors are handled in the syncSubscriptions, so they are skipped here.
+	if len(s.StandardStream.Subscriptions) != 0 {
+		_ = syncSubscriptions(s.StandardStream.Conn, s.StandardStream.Subscriptions, WsEventTypeUnsubscribe)
+	}
+	s.Resubscribe(func(old []types.Subscription) (new []types.Subscription, err error) {
+		// clear the subscriptions
+		return []types.Subscription{}, nil
+	})
+}
diff --git a/pkg/exchange/okex/stream.go b/pkg/exchange/okex/stream.go
index 7d602c668..106d59454 100644
--- a/pkg/exchange/okex/stream.go
+++ b/pkg/exchange/okex/stream.go
@@ -3,10 +3,12 @@ package okex
 import (
 	"context"
 	"fmt"
-	"golang.org/x/time/rate"
 	"strconv"
 	"time"
 
+	"github.com/gorilla/websocket"
+	"golang.org/x/time/rate"
+
 	"github.com/c9s/bbgo/pkg/exchange/okex/okexapi"
 	"github.com/c9s/bbgo/pkg/exchange/retry"
 	"github.com/c9s/bbgo/pkg/types"
@@ -67,18 +69,20 @@ func NewStream(client *okexapi.RestClient, balanceProvider types.ExchangeAccount
 	stream.OnOrderTradesEvent(stream.handleOrderDetailsEvent)
 	stream.OnConnect(stream.handleConnect)
 	stream.OnAuth(stream.subscribePrivateChannels(stream.emitBalanceSnapshot))
+	stream.kLineStream.OnKLineClosed(stream.EmitKLineClosed)
+	stream.kLineStream.OnKLine(stream.EmitKLine)
 
 	return stream
 }
 
-func (s *Stream) syncSubscriptions(opType WsEventType) error {
+func syncSubscriptions(conn *websocket.Conn, subscriptions []types.Subscription, opType WsEventType) error {
 	if opType != WsEventTypeUnsubscribe && opType != WsEventTypeSubscribe {
 		return fmt.Errorf("unexpected subscription type: %v", opType)
 	}
 
 	logger := log.WithField("opType", opType)
 	var topics []WebsocketSubscription
-	for _, subscription := range s.Subscriptions {
+	for _, subscription := range subscriptions {
 		topic, err := convertSubscription(subscription)
 		if err != nil {
 			logger.WithError(err).Errorf("convert error, subscription: %+v", subscription)
@@ -89,7 +93,7 @@ func (s *Stream) syncSubscriptions(opType WsEventType) error {
 	}
 
 	logger.Infof("%s channels: %+v", opType, topics)
-	if err := s.Conn.WriteJSON(WebsocketOp{
+	if err := conn.WriteJSON(WebsocketOp{
 		Op:   opType,
 		Args: topics,
 	}); err != nil {
@@ -102,11 +106,47 @@ func (s *Stream) syncSubscriptions(opType WsEventType) error {
 
 func (s *Stream) Unsubscribe() {
 	// errors are handled in the syncSubscriptions, so they are skipped here.
-	_ = s.syncSubscriptions(WsEventTypeUnsubscribe)
+	_ = syncSubscriptions(s.StandardStream.Conn, s.StandardStream.Subscriptions, WsEventTypeUnsubscribe)
 	s.Resubscribe(func(old []types.Subscription) (new []types.Subscription, err error) {
 		// clear the subscriptions
 		return []types.Subscription{}, nil
 	})
+
+	s.kLineStream.Unsubscribe()
+}
+
+func (s *Stream) Connect(ctx context.Context) error {
+	if err := s.StandardStream.Connect(ctx); err != nil {
+		return err
+	}
+	if err := s.kLineStream.Connect(ctx); err != nil {
+		return err
+	}
+	return nil
+}
+
+func (s *Stream) Subscribe(channel types.Channel, symbol string, options types.SubscribeOptions) {
+	if channel == types.KLineChannel {
+		s.kLineStream.Subscribe(channel, symbol, options)
+	} else {
+		s.StandardStream.Subscribe(channel, symbol, options)
+	}
+}
+
+func subscribe(conn *websocket.Conn, subs []WebsocketSubscription) {
+	if len(subs) == 0 {
+		return
+	}
+
+	log.Infof("subscribing channels: %+v", subs)
+	err := conn.WriteJSON(WebsocketOp{
+		Op:   "subscribe",
+		Args: subs,
+	})
+
+	if err != nil {
+		log.WithError(err).Error("subscribe error")
+	}
 }
 
 func (s *Stream) handleConnect() {
@@ -121,19 +161,7 @@ func (s *Stream) handleConnect() {
 
 			subs = append(subs, sub)
 		}
-		if len(subs) == 0 {
-			return
-		}
-
-		log.Infof("subscribing channels: %+v", subs)
-		err := s.Conn.WriteJSON(WebsocketOp{
-			Op:   "subscribe",
-			Args: subs,
-		})
-
-		if err != nil {
-			log.WithError(err).Error("subscribe error")
-		}
+		subscribe(s.StandardStream.Conn, subs)
 	} else {
 		// login as private channel
 		// sign example:
diff --git a/pkg/exchange/okex/stream_test.go b/pkg/exchange/okex/stream_test.go
index 42a50d03a..4ebfc911d 100644
--- a/pkg/exchange/okex/stream_test.go
+++ b/pkg/exchange/okex/stream_test.go
@@ -67,6 +67,34 @@ func TestStream(t *testing.T) {
 		<-c
 	})
 
+	t.Run("book && kline test", func(t *testing.T) {
+		s.Subscribe(types.BookChannel, "BTCUSDT", types.SubscribeOptions{
+			Depth: types.DepthLevel400,
+		})
+		s.Subscribe(types.KLineChannel, "BTCUSDT", types.SubscribeOptions{
+			Interval: types.Interval1m,
+		})
+		s.SetPublicOnly()
+		err := s.Connect(context.Background())
+		assert.NoError(t, err)
+
+		s.OnBookSnapshot(func(book types.SliceOrderBook) {
+			t.Log("got snapshot", book)
+		})
+		s.OnBookUpdate(func(book types.SliceOrderBook) {
+			t.Log("got update", book)
+		})
+		s.OnKLine(func(kline types.KLine) {
+			t.Log("kline", kline)
+		})
+		s.OnKLineClosed(func(kline types.KLine) {
+			t.Log("kline closed", kline)
+		})
+
+		c := make(chan struct{})
+		<-c
+	})
+
 	t.Run("market trade test", func(t *testing.T) {
 		s.Subscribe(types.MarketTradeChannel, "BTCUSDT", types.SubscribeOptions{})
 		s.SetPublicOnly()