use trailingstop

pkg/strategy/ewo_dgtrd/strategy.go

@@ -2,6 +2,7 @@ package ewo_dgtrd
 
 import (
 	"context"
+	"sync"
 
 	"github.com/sirupsen/logrus"
 
@@ -21,21 +22,27 @@ func init() {
 }
 
 type Strategy struct {
+	*bbgo.Graceful
+	bbgo.SmartStops
+	tradeCollector *bbgo.TradeCollector
 	Symbol         string         `json:"symbol"`
 	Interval       types.Interval `json:"interval"`
-	Threshold    float64          `json:"threshold"` // strength threshold
 	UseEma         bool           `json:"useEma"` // use exponential ma or simple ma
 	SignalWindow   int            `json:"sigWin"` // signal window
-	StopLoss     fixedpoint.Value `json:"stoploss"`  // stop price = latest price * (1 - stoploss)
 }
 
 func (s *Strategy) ID() string {
 	return ID
 }
 
+func (s *Strategy) Initialize() error {
+	return s.SmartStops.InitializeStopControllers(s.Symbol)
+}
+
 func (s *Strategy) Subscribe(session *bbgo.ExchangeSession) {
 	log.Infof("subscribe %s", s.Symbol)
 	session.Subscribe(types.KLineChannel, s.Symbol, types.SubscribeOptions{Interval: s.Interval.String()})
+	s.SmartStops.Subscribe(session)
 }
 
 type EwoSignal interface {
@@ -44,38 +51,56 @@ type EwoSignal interface {
 }
 
 func (s *Strategy) Run(ctx context.Context, orderExecutor bbgo.OrderExecutor, session *bbgo.ExchangeSession) error {
-	log.Infof("stoploss: %v", s.StopLoss)
-	indicatorSet, ok := session.StandardIndicatorSet(s.Symbol)
-	if !ok {
-		log.Errorf("cannot get indicatorSet of %s", s.Symbol)
-		return nil
-	}
-	orders, ok := session.OrderStore(s.Symbol)
-	if !ok {
-		log.Errorf("cannot get orderbook of %s", s.Symbol)
-		return nil
-	}
-	/*store, ok := session.MarketDataStore(s.Symbol)
-	if !ok {
-		log.Errorf("cannot get marketdatastore of %s", s.Symbol)
-		return nil
-	}*/
 	market, ok := session.Market(s.Symbol)
 	if !ok {
 		log.Errorf("fetch market fail %s", s.Symbol)
 		return nil
 	}
+
+	indicatorSet, ok := session.StandardIndicatorSet(s.Symbol)
+	if !ok {
+		log.Errorf("cannot get indicatorSet of %s", s.Symbol)
+		return nil
+	}
+	orderbook, ok := session.OrderStore(s.Symbol)
+	if !ok {
+		log.Errorf("cannot get orderbook of %s", s.Symbol)
+		return nil
+	}
+	position := types.NewPositionFromMarket(market)
+	s.tradeCollector = bbgo.NewTradeCollector(s.Symbol, position, orderbook)
+	s.tradeCollector.OnTrade(func(trade types.Trade, profit, netprofit fixedpoint.Value) {
+		if !profit.IsZero() {
+			log.Warnf("generate profit: %v, netprofit: %v", profit, netprofit)
+		}
+	})
+
+	s.tradeCollector.OnPositionUpdate(func(position *types.Position) {
+		log.Infof("position changed: %s", position)
+	})
+	s.tradeCollector.BindStream(session.UserDataStream)
+
+	s.SmartStops.RunStopControllers(ctx, session, s.tradeCollector)
+
+	/*store, ok := session.MarketDataStore(s.Symbol)
+	if !ok {
+		log.Errorf("cannot get marketdatastore of %s", s.Symbol)
+		return nil
+	}*/
+
 	/*window, ok := store.KLinesOfInterval(s.Interval)
 	if !ok {
 		log.Errorf("cannot get klinewindow of %s", s.Interval)
 	}*/
-	var ma5, ma34, ewo types.Series
+	var ma5, ma34, ma50, ewo types.Series
 	if s.UseEma {
 		ma5 = indicatorSet.EWMA(types.IntervalWindow{s.Interval, 5})
 		ma34 = indicatorSet.EWMA(types.IntervalWindow{s.Interval, 34})
+		ma50 = indicatorSet.EWMA(types.IntervalWindow{s.Interval, 50})
 	} else {
 		ma5 = indicatorSet.SMA(types.IntervalWindow{s.Interval, 5})
 		ma34 = indicatorSet.SMA(types.IntervalWindow{s.Interval, 34})
+		ma50 = indicatorSet.SMA(types.IntervalWindow{s.Interval, 50})
 	}
 	ewo = types.Mul(types.Minus(types.Div(ma5, ma34), 1.0), 100.)
 	var ewoSignal EwoSignal
@@ -84,9 +109,6 @@ func (s *Strategy) Run(ctx context.Context, orderExecutor bbgo.OrderExecutor, se
 	} else {
 		ewoSignal = &indicator.SMA{IntervalWindow: types.IntervalWindow{s.Interval, s.SignalWindow}}
 	}
-	entryPrice := fixedpoint.Zero
-	stopPrice := fixedpoint.Zero
-	tradeDirectionLong := true
 	session.MarketDataStream.OnKLineClosed(func(kline types.KLine) {
 		if kline.Symbol != s.Symbol {
 			return
@@ -104,131 +126,99 @@ func (s *Strategy) Run(ctx context.Context, orderExecutor bbgo.OrderExecutor, se
 			}
 		}
 
-		lastPrice, ok := session.LastPrice(s.Symbol)
+		/*lastPrice, ok := session.LastPrice(s.Symbol)
 		if !ok {
+			log.Errorf("cannot get last price")
 			return
+		}*/
+
+		// cancel non-traded orders
+		var toCancel []types.Order
+		var toRepost []types.SubmitOrder
+		for _, order := range orderbook.Orders() {
+			if order.Status == types.OrderStatusNew || order.Status == types.OrderStatusPartiallyFilled {
+				toCancel = append(toCancel, order)
+			}
+		}
+		if len(toCancel) > 0 {
+			if err := orderExecutor.CancelOrders(ctx, toCancel...); err != nil {
+				log.WithError(err).Errorf("cancel order error")
 			}
 
-		// stoploss
-		if tradeDirectionLong && kline.Low.Compare(stopPrice) <= 0 && !stopPrice.IsZero() {
-			balances := session.Account.Balances()
-			baseBalance := balances[market.BaseCurrency].Available.Mul(modifier)
-			baseAmount := baseBalance.Mul(lastPrice)
-			if baseBalance.Sign() <= 0 ||
-				baseBalance.Compare(market.MinQuantity) < 0 ||
-				baseAmount.Compare(market.MinNotional) < 0 {
-			} else {
-				_, err := orderExecutor.SubmitOrders(ctx, types.SubmitOrder{
-					Symbol:      kline.Symbol,
-					Side:        types.SideTypeSell,
-					Type:        types.OrderTypeMarket,
-					Quantity:    baseBalance,
-					Price:       lastPrice,
-					Market:      market,
-					TimeInForce: types.TimeInForceGTC,
-				})
+			s.tradeCollector.Process()
+		}
+
+		// well, only track prices on 1m
+		if kline.Interval != s.Interval {
+			for _, order := range toCancel {
+				if order.Side == types.SideTypeBuy && order.Price.Compare(kline.Low) < 0 {
+					order.Quantity = order.Quantity.Mul(order.Price).Div(kline.Low)
+					order.Price = kline.Low
+					toRepost = append(toRepost, order.SubmitOrder)
+				} else if order.Side == types.SideTypeSell && order.Price.Compare(kline.High) > 0 {
+					order.Price = kline.High
+					toRepost = append(toRepost, order.SubmitOrder)
+				}
+			}
+
+			if len(toRepost) > 0 {
+				createdOrders, err := orderExecutor.SubmitOrders(ctx, toRepost...)
 				if err != nil {
-					log.WithError(err).Errorf("cannot place order for stoploss")
+					log.WithError(err).Errorf("cannot place order")
 					return
 				}
-				log.Warnf("StopLoss Long at %v", lastPrice)
-				entryPrice = fixedpoint.Zero
-				stopPrice = fixedpoint.Zero
-			}
-		} else if !tradeDirectionLong && kline.High.Compare(stopPrice) >= 0 && !stopPrice.IsZero() {
-			quoteBalance, ok := session.Account.Balance(market.QuoteCurrency)
-			if !ok {
-				return
-			}
-			quantityAmount := quoteBalance.Available
-			totalQuantity := quantityAmount.Div(lastPrice).Mul(modifier)
-			if quantityAmount.Sign() <= 0 ||
-				quantityAmount.Compare(market.MinNotional) < 0 ||
-				totalQuantity.Compare(market.MinQuantity) < 0 {
-			} else {
-				_, err := orderExecutor.SubmitOrders(ctx, types.SubmitOrder{
-					Symbol:      kline.Symbol,
-					Side:        types.SideTypeBuy,
-					Type:        types.OrderTypeMarket,
-					Quantity:    totalQuantity,
-					Price:       lastPrice,
-					Market:      market,
-					TimeInForce: types.TimeInForceGTC,
-				})
-				if err != nil {
-					log.WithError(err).Errorf("cannot place order for stoploss")
-					return
-				}
-				log.Warnf("StopLoss Short at %v", lastPrice)
-				entryPrice = fixedpoint.Zero
-				stopPrice = fixedpoint.Zero
+				log.Infof("repost order %v", createdOrders)
+				s.tradeCollector.Process()
 			}
 		}
 
 		if kline.Interval != s.Interval {
 			return
 		}
-		var toCancel []types.Order
-		for _, order := range orders.Orders() {
-			if order.Status == types.OrderStatusNew || order.Status == types.OrderStatusPartiallyFilled {
-				toCancel = append(toCancel, order)
-			}
-		}
-		if err := orderExecutor.CancelOrders(ctx, toCancel...); err != nil {
-			log.WithError(err).Errorf("cancel order error")
-		}
+
+		// To get the threshold for ewo
+		mean := types.Mean(types.Abs(ewo), 7)
 
 		longSignal := types.CrossOver(ewo, ewoSignal)
 		shortSignal := types.CrossUnder(ewo, ewoSignal)
-		IsBull := kline.Close.Compare(kline.Open) > 0
+		bull := types.Predict(ma50, 50, 2) > ma50.Last()
+		// kline breakthrough ma5, ma50 trend up, and ewo > threshold
+		IsBull := bull && kline.High.Float64() > ma5.Last() && ewo.Last() > mean
+		// kline downthrough ma5, ma50 trend down, and ewo < threshold
+		IsBear := !bull && kline.Low.Float64() < ma5.Last() && ewo.Last() < -mean
 
 		var orders []types.SubmitOrder
-		price := lastPrice
+
 		if longSignal.Index(1) && !shortSignal.Last() && IsBull {
+			price := kline.Low
 			quoteBalance, ok := session.Account.Balance(market.QuoteCurrency)
 			if !ok {
 				return
 			}
-			quantityAmount := quoteBalance.Available
-			totalQuantity := quantityAmount.Div(price).Mul(modifier).Div(types.Two)
+			quantityAmount := quoteBalance.Available.Mul(modifier)
+			totalQuantity := quantityAmount.Div(price)
 			if quantityAmount.Sign() <= 0 ||
 				quantityAmount.Compare(market.MinNotional) < 0 ||
 				totalQuantity.Compare(market.MinQuantity) < 0 {
 				log.Infof("quote balance %v is not enough. stop generating buy orders", quoteBalance)
 				return
 			}
-			if ewo.Last() < -s.Threshold {
 			// strong long
-				log.Infof("strong long at %v, timestamp: %s", price, kline.StartTime)
+			log.Infof("long at %v, timestamp: %s", price, kline.StartTime)
 
 			orders = append(orders, types.SubmitOrder{
 				Symbol:      kline.Symbol,
 				Side:        types.SideTypeBuy,
-					Type:        types.OrderTypeMarket,
-					Price:       price,
-					Quantity:    totalQuantity.Mul(types.Two),
-					Market:      market,
-					TimeInForce: types.TimeInForceGTC,
-				})
-			} else if ewo.Last() < 0 {
-				log.Infof("long at %v, timestamp: %s", price, kline.StartTime)
-				// Long
-
-				// TODO: smaller quantity?
-
-				orders = append(orders, types.SubmitOrder{
-					Symbol:      s.Symbol,
-					Side:        types.SideTypeBuy,
-					Type:        types.OrderTypeMarket,
+				Type:        types.OrderTypeLimit,
 				Price:       price,
 				Quantity:    totalQuantity,
 				Market:      market,
 				TimeInForce: types.TimeInForceGTC,
 			})
-			}
-		} else if shortSignal.Index(1) && !longSignal.Last() && !IsBull {
+		} else if shortSignal.Index(1) && !longSignal.Last() && IsBear {
+			price := kline.High
 			balances := session.Account.Balances()
-			baseBalance := balances[market.BaseCurrency].Available.Mul(modifier).Div(types.Two)
+			baseBalance := balances[market.BaseCurrency].Available.Mul(modifier)
 			baseAmount := baseBalance.Mul(price)
 			if baseBalance.Sign() <= 0 ||
 				baseBalance.Compare(market.MinQuantity) < 0 ||
@@ -236,48 +226,42 @@ func (s *Strategy) Run(ctx context.Context, orderExecutor bbgo.OrderExecutor, se
 				log.Infof("base balance %v is not enough. stop generating sell orders", baseBalance)
 				return
 			}
-			if ewo.Last() > s.Threshold {
-				// Strong short
-				log.Infof("strong short at %v, timestamp: %s", price, kline.StartTime)
-				orders = append(orders, types.SubmitOrder{
-					Symbol:      s.Symbol,
-					Side:        types.SideTypeSell,
-					Type:        types.OrderTypeMarket,
-					Market:      market,
-					Quantity:    baseBalance.Mul(types.Two),
-					Price:       price,
-					TimeInForce: types.TimeInForceGTC,
-				})
-			} else if ewo.Last() > 0 {
-				// short
 			log.Infof("short at %v, timestamp: %s", price, kline.StartTime)
-				// TODO: smaller quantity?
 			orders = append(orders, types.SubmitOrder{
 				Symbol:      s.Symbol,
 				Side:        types.SideTypeSell,
-					Type:        types.OrderTypeMarket,
+				Type:        types.OrderTypeLimit,
 				Market:      market,
 				Quantity:    baseBalance,
 				Price:       price,
 				TimeInForce: types.TimeInForceGTC,
 			})
 		}
-		}
 		if len(orders) > 0 {
 			createdOrders, err := orderExecutor.SubmitOrders(ctx, orders...)
 			if err != nil {
 				log.WithError(err).Errorf("cannot place order")
 				return
 			}
-			entryPrice = lastPrice
-			tradeDirectionLong = IsBull
-			if tradeDirectionLong {
-				stopPrice = entryPrice.Mul(fixedpoint.One.Sub(s.StopLoss))
-			} else {
-				stopPrice = entryPrice.Mul(fixedpoint.One.Add(s.StopLoss))
+			log.Infof("post order %v", createdOrders)
+			s.tradeCollector.Process()
 		}
-			log.Infof("Place orders %v stop @ %v", createdOrders, stopPrice)
+	})
+	s.Graceful.OnShutdown(func(ctx context.Context, wg *sync.WaitGroup) {
+		defer wg.Done()
+		log.Infof("canceling active orders...")
+
+		var toCancel []types.Order
+		for _, order := range orderbook.Orders() {
+			if order.Status == types.OrderStatusNew || order.Status == types.OrderStatusPartiallyFilled {
+				toCancel = append(toCancel, order)
 			}
+		}
+
+		if err := orderExecutor.CancelOrders(ctx, toCancel...); err != nil {
+			log.WithError(err).Errorf("cancel order error")
+		}
+		s.tradeCollector.Process()
 	})
 	return nil
 }