diff --git a/pkg/grpc/convert.go b/pkg/grpc/convert.go
index 8f9f466eb..2989e21ad 100644
--- a/pkg/grpc/convert.go
+++ b/pkg/grpc/convert.go
@@ -100,6 +100,39 @@ func transSide(side types.SideType) pb.Side {
 	return pb.Side_SELL
 }
 
+func transOrderType(orderType types.OrderType) pb.OrderType {
+	switch orderType {
+	case types.OrderTypeLimit:
+		return pb.OrderType_LIMIT
+	case types.OrderTypeMarket:
+		return pb.OrderType_MARKET
+	case types.OrderTypeStopLimit:
+		return pb.OrderType_STOP_LIMIT
+	case types.OrderTypeStopMarket:
+		return pb.OrderType_STOP_MARKET
+	}
+
+	return pb.OrderType_LIMIT
+}
+
+func transOrder(session *bbgo.ExchangeSession, order types.Order) *pb.Order {
+	return &pb.Order{
+		Exchange:       order.Exchange.String(),
+		Symbol:         order.Symbol,
+		Id:             strconv.FormatUint(order.OrderID, 10),
+		Side:           transSide(order.Side),
+		OrderType:      transOrderType(order.Type),
+		Price:          order.Price.String(),
+		StopPrice:      order.StopPrice.String(),
+		Status:         string(order.Status),
+		CreatedAt:      order.CreationTime.UnixMilli(),
+		Quantity:       order.Quantity.String(),
+		ExecutedQuantity: order.ExecutedQuantity.String(),
+		ClientOrderId:  order.ClientOrderID,
+		GroupId:        0,
+	}
+}
+
 func transKLine(session *bbgo.ExchangeSession, kline types.KLine) *pb.KLine {
 	return &pb.KLine{
 		Session:     session.Name,
diff --git a/pkg/grpc/server.go b/pkg/grpc/server.go
index 890bd1d3c..a6047f775 100644
--- a/pkg/grpc/server.go
+++ b/pkg/grpc/server.go
@@ -1,10 +1,10 @@
 package grpc
 
 import (
-	"context"
 	"fmt"
 	"net"
 	"time"
+	"context"
 
 	"github.com/pkg/errors"
 	log "github.com/sirupsen/logrus"
@@ -16,20 +16,57 @@ import (
 	"github.com/c9s/bbgo/pkg/types"
 )
 
-type Server struct {
+type UserDataService struct {
+	Config  *bbgo.Config
+	Environ *bbgo.Environment
+	Trader  *bbgo.Trader
+
+	pb.UnimplementedUserDataServiceServer
+}
+
+func (s *UserDataService) Subscribe(request *pb.UserDataRequest, server pb.UserDataService_SubscribeServer) error {
+	for sessionName, session := range s.Environ.Sessions() {
+		if request.Session == sessionName {
+			userDataStream := session.Exchange.NewStream()
+			userDataStream.OnOrderUpdate(func(order types.Order) {
+				err := server.Send(&pb.UserData{
+					Channel:  pb.Channel_ORDER,
+					Event:    pb.Event_UPDATE,
+					Orders:   nil,
+				})
+				if err != nil {
+					log.WithError(err).Errorf("grpc: can not send user data")
+				}
+			})
+			userDataStream.OnTradeUpdate(func(trade types.Trade) {
+				err := server.Send(&pb.UserData{
+					Channel:  pb.Channel_TRADE,
+					Event:    pb.Event_UPDATE,
+					Trades: []*pb.Trade{},
+				})
+				if err != nil {
+					log.WithError(err).Errorf("grpc: can not send user data")
+				}
+			})
+			userDataStream.OnBalanceUpdate(func(balances types.BalanceMap) {
+
+			})
+		}
+	}
+
+	<-server.Context().Done()
+	return nil
+}
+
+type MarketDataService struct {
 	Config  *bbgo.Config
 	Environ *bbgo.Environment
 	Trader  *bbgo.Trader
 
 	pb.UnimplementedMarketDataServiceServer
-	pb.UnimplementedUserDataServiceServer
 }
 
-func (s *Server) SubscribeUserData(empty *pb.Empty, server pb.UserDataService_SubscribeServer) error {
-	return nil
-}
-
-func (s *Server) Subscribe(request *pb.SubscribeRequest, server pb.MarketDataService_SubscribeServer) error {
+func (s *MarketDataService) Subscribe(request *pb.SubscribeRequest, server pb.MarketDataService_SubscribeServer) error {
 	exchangeSubscriptions := map[string][]types.Subscription{}
 	for _, sub := range request.Subscriptions {
 		session, ok := s.Environ.Session(sub.Exchange)
@@ -103,7 +140,7 @@ func (s *Server) Subscribe(request *pb.SubscribeRequest, server pb.MarketDataSer
 	return ctx.Err()
 }
 
-func (s *Server) QueryKLines(ctx context.Context, request *pb.QueryKLinesRequest) (*pb.QueryKLinesResponse, error) {
+func (s *MarketDataService) QueryKLines(ctx context.Context, request *pb.QueryKLinesRequest) (*pb.QueryKLinesResponse, error) {
 	exchangeName, err := types.ValidExchangeName(request.Exchange)
 	if err != nil {
 		return nil, err
@@ -147,6 +184,12 @@ func (s *Server) QueryKLines(ctx context.Context, request *pb.QueryKLinesRequest
 	return nil, nil
 }
 
+type Server struct {
+	Config  *bbgo.Config
+	Environ *bbgo.Environment
+	Trader  *bbgo.Trader
+}
+
 func (s *Server) ListenAndServe(bind string) error {
 	conn, err := net.Listen("tcp", bind)
 	if err != nil {
@@ -154,7 +197,17 @@ func (s *Server) ListenAndServe(bind string) error {
 	}
 
 	var grpcServer = grpc.NewServer()
-	pb.RegisterMarketDataServiceServer(grpcServer, s)
+	pb.RegisterMarketDataServiceServer(grpcServer, &MarketDataService{
+		Config:  s.Config,
+		Environ: s.Environ,
+		Trader:  s.Trader,
+	})
+
+	pb.RegisterUserDataServiceServer(grpcServer, &UserDataService{
+		Config:  s.Config,
+		Environ: s.Environ,
+		Trader:  s.Trader,
+	})
 
 	reflection.Register(grpcServer)
 
@@ -164,4 +217,3 @@ func (s *Server) ListenAndServe(bind string) error {
 
 	return nil
 }
-
diff --git a/pkg/pb/bbgo.pb.go b/pkg/pb/bbgo.pb.go
index ba6361808..22b43931e 100644
--- a/pkg/pb/bbgo.pb.go
+++ b/pkg/pb/bbgo.pb.go
@@ -89,6 +89,7 @@ const (
 	Channel_TICKER  Channel = 2
 	Channel_KLINE   Channel = 3
 	Channel_BALANCE Channel = 4
+	Channel_ORDER   Channel = 5
 )
 
 // Enum value maps for Channel.
@@ -99,6 +100,7 @@ var (
 		2: "TICKER",
 		3: "KLINE",
 		4: "BALANCE",
+		5: "ORDER",
 	}
 	Channel_value = map[string]int32{
 		"BOOK":    0,
@@ -106,6 +108,7 @@ var (
 		"TICKER":  2,
 		"KLINE":   3,
 		"BALANCE": 4,
+		"ORDER":   5,
 	}
 )
 
@@ -385,11 +388,13 @@ type UserData struct {
 	sizeCache     protoimpl.SizeCache
 	unknownFields protoimpl.UnknownFields
 
-	Channel  Channel    `protobuf:"varint,1,opt,name=channel,proto3,enum=bbgo.Channel" json:"channel,omitempty"` // trade, order, balance
-	Event    Event      `protobuf:"varint,2,opt,name=event,proto3,enum=bbgo.Event" json:"event,omitempty"`       // snapshot, update ...
-	Balances []*Balance `protobuf:"bytes,3,rep,name=balances,proto3" json:"balances,omitempty"`
-	Trades   []*Trade   `protobuf:"bytes,4,rep,name=trades,proto3" json:"trades,omitempty"`
-	Orders   []*Order   `protobuf:"bytes,5,rep,name=orders,proto3" json:"orders,omitempty"`
+	Session  string     `protobuf:"bytes,1,opt,name=session,proto3" json:"session,omitempty"`
+	Exchange string     `protobuf:"bytes,2,opt,name=exchange,proto3" json:"exchange,omitempty"`
+	Channel  Channel    `protobuf:"varint,3,opt,name=channel,proto3,enum=bbgo.Channel" json:"channel,omitempty"` // trade, order, balance
+	Event    Event      `protobuf:"varint,4,opt,name=event,proto3,enum=bbgo.Event" json:"event,omitempty"`       // snapshot, update ...
+	Balances []*Balance `protobuf:"bytes,5,rep,name=balances,proto3" json:"balances,omitempty"`
+	Trades   []*Trade   `protobuf:"bytes,6,rep,name=trades,proto3" json:"trades,omitempty"`
+	Orders   []*Order   `protobuf:"bytes,7,rep,name=orders,proto3" json:"orders,omitempty"`
 }
 
 func (x *UserData) Reset() {
@@ -424,6 +429,20 @@ func (*UserData) Descriptor() ([]byte, []int) {
 	return file_pkg_pb_bbgo_proto_rawDescGZIP(), []int{3}
 }
 
+func (x *UserData) GetSession() string {
+	if x != nil {
+		return x.Session
+	}
+	return ""
+}
+
+func (x *UserData) GetExchange() string {
+	if x != nil {
+		return x.Exchange
+	}
+	return ""
+}
+
 func (x *UserData) GetChannel() Channel {
 	if x != nil {
 		return x.Channel
@@ -1061,21 +1080,19 @@ type Order struct {
 	sizeCache     protoimpl.SizeCache
 	unknownFields protoimpl.UnknownFields
 
-	Exchange       string    `protobuf:"bytes,1,opt,name=exchange,proto3" json:"exchange,omitempty"`
-	Symbol         string    `protobuf:"bytes,2,opt,name=symbol,proto3" json:"symbol,omitempty"`
-	Id             string    `protobuf:"bytes,3,opt,name=id,proto3" json:"id,omitempty"`
-	Side           Side      `protobuf:"varint,4,opt,name=side,proto3,enum=bbgo.Side" json:"side,omitempty"`
-	OrderType      OrderType `protobuf:"varint,5,opt,name=order_type,json=orderType,proto3,enum=bbgo.OrderType" json:"order_type,omitempty"`
-	Price          float64   `protobuf:"fixed64,6,opt,name=price,proto3" json:"price,omitempty"`
-	StopPrice      float64   `protobuf:"fixed64,7,opt,name=stop_price,json=stopPrice,proto3" json:"stop_price,omitempty"`
-	AvgPrice       float64   `protobuf:"fixed64,8,opt,name=avg_price,json=avgPrice,proto3" json:"avg_price,omitempty"`
-	Status         string    `protobuf:"bytes,9,opt,name=status,proto3" json:"status,omitempty"`
-	CreatedAt      int64     `protobuf:"varint,10,opt,name=created_at,json=createdAt,proto3" json:"created_at,omitempty"`
-	Quantity       float64   `protobuf:"fixed64,11,opt,name=quantity,proto3" json:"quantity,omitempty"`
-	ExecutedVolume float64   `protobuf:"fixed64,12,opt,name=executed_volume,json=executedVolume,proto3" json:"executed_volume,omitempty"`
-	TradesCount    int64     `protobuf:"varint,13,opt,name=trades_count,json=tradesCount,proto3" json:"trades_count,omitempty"`
-	ClientOrderId  string    `protobuf:"bytes,14,opt,name=client_order_id,json=clientOrderId,proto3" json:"client_order_id,omitempty"`
-	GroupId        int64     `protobuf:"varint,15,opt,name=group_id,json=groupId,proto3" json:"group_id,omitempty"`
+	Exchange         string    `protobuf:"bytes,1,opt,name=exchange,proto3" json:"exchange,omitempty"`
+	Symbol           string    `protobuf:"bytes,2,opt,name=symbol,proto3" json:"symbol,omitempty"`
+	Id               string    `protobuf:"bytes,3,opt,name=id,proto3" json:"id,omitempty"`
+	Side             Side      `protobuf:"varint,4,opt,name=side,proto3,enum=bbgo.Side" json:"side,omitempty"`
+	OrderType        OrderType `protobuf:"varint,5,opt,name=order_type,json=orderType,proto3,enum=bbgo.OrderType" json:"order_type,omitempty"`
+	Price            string    `protobuf:"bytes,6,opt,name=price,proto3" json:"price,omitempty"`
+	StopPrice        string    `protobuf:"bytes,7,opt,name=stop_price,json=stopPrice,proto3" json:"stop_price,omitempty"`
+	Status           string    `protobuf:"bytes,9,opt,name=status,proto3" json:"status,omitempty"`
+	Quantity         string    `protobuf:"bytes,11,opt,name=quantity,proto3" json:"quantity,omitempty"`
+	ExecutedQuantity string    `protobuf:"bytes,12,opt,name=executed_quantity,json=executedQuantity,proto3" json:"executed_quantity,omitempty"`
+	ClientOrderId    string    `protobuf:"bytes,14,opt,name=client_order_id,json=clientOrderId,proto3" json:"client_order_id,omitempty"`
+	GroupId          int64     `protobuf:"varint,15,opt,name=group_id,json=groupId,proto3" json:"group_id,omitempty"`
+	CreatedAt        int64     `protobuf:"varint,10,opt,name=created_at,json=createdAt,proto3" json:"created_at,omitempty"`
 }
 
 func (x *Order) Reset() {
@@ -1145,25 +1162,18 @@ func (x *Order) GetOrderType() OrderType {
 	return OrderType_MARKET
 }
 
-func (x *Order) GetPrice() float64 {
+func (x *Order) GetPrice() string {
 	if x != nil {
 		return x.Price
 	}
-	return 0
+	return ""
 }
 
-func (x *Order) GetStopPrice() float64 {
+func (x *Order) GetStopPrice() string {
 	if x != nil {
 		return x.StopPrice
 	}
-	return 0
-}
-
-func (x *Order) GetAvgPrice() float64 {
-	if x != nil {
-		return x.AvgPrice
-	}
-	return 0
+	return ""
 }
 
 func (x *Order) GetStatus() string {
@@ -1173,32 +1183,18 @@ func (x *Order) GetStatus() string {
 	return ""
 }
 
-func (x *Order) GetCreatedAt() int64 {
-	if x != nil {
-		return x.CreatedAt
-	}
-	return 0
-}
-
-func (x *Order) GetQuantity() float64 {
+func (x *Order) GetQuantity() string {
 	if x != nil {
 		return x.Quantity
 	}
-	return 0
+	return ""
 }
 
-func (x *Order) GetExecutedVolume() float64 {
+func (x *Order) GetExecutedQuantity() string {
 	if x != nil {
-		return x.ExecutedVolume
+		return x.ExecutedQuantity
 	}
-	return 0
-}
-
-func (x *Order) GetTradesCount() int64 {
-	if x != nil {
-		return x.TradesCount
-	}
-	return 0
+	return ""
 }
 
 func (x *Order) GetClientOrderId() string {
@@ -1215,6 +1211,13 @@ func (x *Order) GetGroupId() int64 {
 	return 0
 }
 
+func (x *Order) GetCreatedAt() int64 {
+	if x != nil {
+		return x.CreatedAt
+	}
+	return 0
+}
+
 type SubmitOrder struct {
 	state         protoimpl.MessageState
 	sizeCache     protoimpl.SizeCache
@@ -2365,327 +2368,327 @@ var file_pkg_pb_bbgo_proto_rawDesc = []byte{
 	0x09, 0x52, 0x0c, 0x65, 0x72, 0x72, 0x6f, 0x72, 0x4d, 0x65, 0x73, 0x73, 0x61, 0x67, 0x65, 0x22,
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 }
 
 var (
diff --git a/pkg/pb/bbgo.proto b/pkg/pb/bbgo.proto
index 409ed92bb..a36e267f5 100644
--- a/pkg/pb/bbgo.proto
+++ b/pkg/pb/bbgo.proto
@@ -38,6 +38,7 @@ enum Channel {
   TICKER = 2;
   KLINE = 3;
   BALANCE = 4;
+  ORDER = 5;
 }
 
 enum Side {
@@ -147,16 +148,14 @@ message Order {
   string id = 3;
   Side side = 4;
   OrderType order_type = 5;
-  double price = 6;
-  double stop_price = 7;
-  double avg_price = 8;
+  string price = 6;
+  string stop_price = 7;
   string status = 9;
-  int64 created_at = 10;
-  double quantity = 11;
-  double executed_volume = 12;
-  int64 trades_count = 13;
+  string quantity = 11;
+  string executed_quantity = 12;
   string client_order_id = 14;
   int64 group_id = 15;
+  int64 created_at = 10;
 }
 
 message SubmitOrder {