backtest: fix stop limit order matching

Signed-off-by: c9s <yoanlin93@gmail.com>
2024-11-22 14:55:16 +00:00 · 2022-06-27 19:48:14 +08:00 · 2022-06-27 19:48:14 +08:00 · 10d5a8a4f2
commit 10d5a8a4f2
parent 9631a2e551
4 changed files with 209 additions and 51 deletions
--- a/pkg/backtest/matching.go
+++ b/pkg/backtest/matching.go
@ -124,7 +124,8 @@ func (m *SimplePriceMatching) CancelOrder(o types.Order) (types.Order, error) {
 	return o, nil
 }

-func (m *SimplePriceMatching) PlaceOrder(o types.SubmitOrder) (closedOrders *types.Order, trades *types.Trade, err error) {
+// PlaceOrder returns the created order object, executed trade (if any) and error
+func (m *SimplePriceMatching) PlaceOrder(o types.SubmitOrder) (*types.Order, *types.Trade, error) {
 	// price for checking account balance, default price
 	price := o.Price

@ -135,7 +136,7 @@ func (m *SimplePriceMatching) PlaceOrder(o types.SubmitOrder) (closedOrders *typ
 		}

 		price = m.LastPrice
-	case types.OrderTypeLimit, types.OrderTypeLimitMaker:
+	case types.OrderTypeLimit, types.OrderTypeStopLimit, types.OrderTypeLimitMaker:
 		price = o.Price
 	}

@ -301,11 +302,42 @@ func (m *SimplePriceMatching) newTradeFromOrder(order *types.Order, isMaker bool
 	}
 }

+// BuyToPrice means price go up and the limit sell should be triggered
 func (m *SimplePriceMatching) BuyToPrice(price fixedpoint.Value) (closedOrders []types.Order, trades []types.Trade) {
 	klineMatchingLogger.Debugf("kline buy to price %s", price.String())

-	var askOrders []types.Order
+	var bidOrders []types.Order
+	for _, o := range m.bidOrders {
+		switch o.Type {
+		case types.OrderTypeStopLimit:
+			// should we trigger the order?
+			if price.Compare(o.StopPrice) <= 0 {
+				bidOrders = append(bidOrders, o)
+				break
+			}

+			// convert this order to limit order
+			// we use value object here, so it's a copy
+			o.Type = types.OrderTypeLimit
+
+			// is it a taker order?
+			// higher than the current price, then it's a taker order
+			if o.Price.Compare(price) >= 0 {
+				// taker order, move it to the closed order
+				o.ExecutedQuantity = o.Quantity
+				o.Status = types.OrderStatusFilled
+				closedOrders = append(closedOrders, o)
+			} else {
+				// keep it as a maker order
+				bidOrders = append(bidOrders, o)
+			}
+		default:
+			bidOrders = append(bidOrders, o)
+		}
+	}
+	m.bidOrders = bidOrders
+
+	var askOrders []types.Order
 	for _, o := range m.askOrders {
 		switch o.Type {

@ -333,10 +365,13 @@ func (m *SimplePriceMatching) BuyToPrice(price fixedpoint.Value) (closedOrders [
 			o.Type = types.OrderTypeLimit

 			// is it a taker order?
-			if price.Compare(o.Price) >= 0 {
+			// higher than the current price, then it's a taker order
+			if o.Price.Compare(price) >= 0 {
+				// price protection, added by @zenix
 				if o.Price.Compare(m.LastKLine.Low) < 0 {
 					o.Price = m.LastKLine.Low
 				}
+
 				o.ExecutedQuantity = o.Quantity
 				o.Status = types.OrderStatusFilled
 				closedOrders = append(closedOrders, o)
@ -386,6 +421,37 @@ func (m *SimplePriceMatching) SellToPrice(price fixedpoint.Value) (closedOrders
 	klineMatchingLogger.Debugf("kline sell to price %s", price.String())

 	var sellPrice = price
+
+	var askOrders []types.Order
+	for _, o := range m.askOrders {
+		switch o.Type {
+
+		case types.OrderTypeStopLimit:
+			// if the price is lower than the stop price
+			// we should trigger the stop sell order
+			if sellPrice.Compare(o.StopPrice) > 0 {
+				askOrders = append(askOrders, o)
+				break
+			}
+
+			o.Type = types.OrderTypeLimit
+
+			// if the order price is lower than the current price
+			// it's a taker order
+			if o.Price.Compare(sellPrice) <= 0 {
+				o.ExecutedQuantity = o.Quantity
+				o.Status = types.OrderStatusFilled
+				closedOrders = append(closedOrders, o)
+			} else {
+				askOrders = append(askOrders, o)
+			}
+
+		default:
+			askOrders = append(askOrders, o)
+		}
+	}
+	m.askOrders = askOrders
+
 	var bidOrders []types.Order
 	for _, o := range m.bidOrders {
 		switch o.Type {
@ -402,11 +468,12 @@ func (m *SimplePriceMatching) SellToPrice(price fixedpoint.Value) (closedOrders
 			}

 		case types.OrderTypeStopLimit:
-			// should we trigger the order
+			// if the price is lower than the stop price
+			// we should trigger the stop order
 			if sellPrice.Compare(o.StopPrice) <= 0 {
 				o.Type = types.OrderTypeLimit

-				if sellPrice.Compare(o.Price) <= 0 {
+				if o.Price.Compare(sellPrice) <= 0 {
 					if o.Price.Compare(m.LastKLine.High) > 0 {
 						o.Price = m.LastKLine.High
 					}
--- a/pkg/backtest/matching_test.go
+++ b/pkg/backtest/matching_test.go
@ -151,17 +151,7 @@ func newKLine(symbol string, interval types.Interval, startTime time.Time, o, h,
 	}
 }

-func TestSimplePriceMatching_PlaceLimitOrder(t *testing.T) {
-	account := &types.Account{
-		MakerFeeRate: fixedpoint.NewFromFloat(0.075 * 0.01),
-		TakerFeeRate: fixedpoint.NewFromFloat(0.075 * 0.01),
-	}
-
-	account.UpdateBalances(types.BalanceMap{
-		"USDT": {Currency: "USDT", Available: fixedpoint.NewFromFloat(1000000.0)},
-		"BTC":  {Currency: "BTC", Available: fixedpoint.NewFromFloat(100.0)},
-	})
-
+func getTestMarket() types.Market {
 	market := types.Market{
 		Symbol:          "BTCUSDT",
 		PricePrecision:  8,
@ -172,7 +162,98 @@ func TestSimplePriceMatching_PlaceLimitOrder(t *testing.T) {
 		MinAmount:       fixedpoint.MustNewFromString("10.0"),
 		MinQuantity:     fixedpoint.MustNewFromString("0.001"),
 	}
+	return market
+}

+func getTestAccount() *types.Account {
+	account := &types.Account{
+		MakerFeeRate: fixedpoint.NewFromFloat(0.075 * 0.01),
+		TakerFeeRate: fixedpoint.NewFromFloat(0.075 * 0.01),
+	}
+	account.UpdateBalances(types.BalanceMap{
+		"USDT": {Currency: "USDT", Available: fixedpoint.NewFromFloat(1000000.0)},
+		"BTC":  {Currency: "BTC", Available: fixedpoint.NewFromFloat(100.0)},
+	})
+	return account
+}
+
+func TestSimplePriceMatching_StopLimitOrderBuy(t *testing.T) {
+	account := getTestAccount()
+	market := getTestMarket()
+	engine := &SimplePriceMatching{
+		Account:      account,
+		Market:       market,
+		closedOrders: make(map[uint64]types.Order),
+		LastPrice:    fixedpoint.NewFromFloat(19000.0),
+	}
+
+	stopOrder := types.SubmitOrder{
+		Symbol:      market.Symbol,
+		Side:        types.SideTypeBuy,
+		Type:        types.OrderTypeStopLimit,
+		Quantity:    fixedpoint.NewFromFloat(0.1),
+		Price:       fixedpoint.NewFromFloat(22000.0),
+		StopPrice:   fixedpoint.NewFromFloat(21000.0),
+		TimeInForce: types.TimeInForceGTC,
+	}
+	createdOrder, trade, err := engine.PlaceOrder(stopOrder)
+	assert.NoError(t, err)
+	assert.Nil(t, trade, "place stop order should not trigger the stop buy")
+	assert.NotNil(t, createdOrder, "place stop order should not trigger the stop buy")
+
+	closedOrders, trades := engine.BuyToPrice(fixedpoint.NewFromFloat(20000.0))
+	assert.Len(t, closedOrders, 0, "price change far from the price should not trigger the stop buy")
+	assert.Len(t, trades, 0, "price change far from the price should not trigger the stop buy")
+
+	closedOrders, trades = engine.BuyToPrice(fixedpoint.NewFromFloat(21001.0))
+	assert.Len(t, closedOrders, 1, "should trigger the stop buy order")
+	assert.Len(t, trades, 1, "should have stop order trade executed")
+
+	assert.Equal(t, types.OrderStatusFilled, closedOrders[0].Status)
+	assert.Equal(t, types.OrderTypeLimit, closedOrders[0].Type)
+	assert.Equal(t, stopOrder.Price, trades[0].Price)
+}
+
+func TestSimplePriceMatching_StopLimitOrderSell(t *testing.T) {
+	account := getTestAccount()
+	market := getTestMarket()
+	engine := &SimplePriceMatching{
+		Account:      account,
+		Market:       market,
+		closedOrders: make(map[uint64]types.Order),
+		LastPrice:    fixedpoint.NewFromFloat(22000.0),
+	}
+
+	stopOrder := types.SubmitOrder{
+		Symbol:      market.Symbol,
+		Side:        types.SideTypeSell,
+		Type:        types.OrderTypeStopLimit,
+		Quantity:    fixedpoint.NewFromFloat(0.1),
+		Price:       fixedpoint.NewFromFloat(20000.0),
+		StopPrice:   fixedpoint.NewFromFloat(21000.0),
+		TimeInForce: types.TimeInForceGTC,
+	}
+	createdOrder, trade, err := engine.PlaceOrder(stopOrder)
+	assert.NoError(t, err)
+	assert.Nil(t, trade, "place stop order should not trigger the stop sell")
+	assert.NotNil(t, createdOrder, "place stop order should not trigger the stop sell")
+
+	closedOrders, trades := engine.SellToPrice(fixedpoint.NewFromFloat(21500.0))
+	assert.Len(t, closedOrders, 0, "price change far from the price should not trigger the stop buy")
+	assert.Len(t, trades, 0, "price change far from the price should not trigger the stop buy")
+
+	closedOrders, trades = engine.SellToPrice(fixedpoint.NewFromFloat(20990.0))
+	assert.Len(t, closedOrders, 1, "should trigger the stop sell order")
+	assert.Len(t, trades, 1, "should have stop order trade executed")
+
+	assert.Equal(t, types.OrderStatusFilled, closedOrders[0].Status)
+	assert.Equal(t, types.OrderTypeLimit, closedOrders[0].Type)
+	assert.Equal(t, stopOrder.Price, trades[0].Price)
+}
+
+func TestSimplePriceMatching_PlaceLimitOrder(t *testing.T) {
+	account := getTestAccount()
+	market := getTestMarket()
 	engine := &SimplePriceMatching{
 		Account:      account,
 		Market:       market,
--- a/pkg/strategy/pivotshort/strategy.go
+++ b/pkg/strategy/pivotshort/strategy.go
@ -220,16 +220,38 @@ func (s *Strategy) Run(ctx context.Context, orderExecutor bbgo.OrderExecutor, se
 	s.orderExecutor.Bind()

 	store, _ := session.MarketDataStore(s.Symbol)
+	standardIndicator, _ := session.StandardIndicatorSet(s.Symbol)

 	s.pivot = &indicator.Pivot{IntervalWindow: s.IntervalWindow}
 	s.pivot.Bind(store)
+	if kLinesP, ok := store.KLinesOfInterval(s.IntervalWindow.Interval); ok {
+		s.pivot.Update(*kLinesP)
+	}
+
+	// update pivot low data
+	session.MarketDataStream.OnKLineClosed(func(kline types.KLine) {
+		if kline.Symbol != s.Symbol || kline.Interval != s.Interval {
+			return
+		}
+
+		lastLow := fixedpoint.NewFromFloat(s.pivot.LastLow())
+		if lastLow.IsZero() {
+			return
+		}
+
+		if lastLow.Compare(s.lastLow) != 0 {
+			log.Infof("new pivot low detected: %f %s", s.pivot.LastLow(), kline.EndTime.Time())
+		}
+
+		s.lastLow = lastLow
+		s.pivotLowPrices = append(s.pivotLowPrices, s.lastLow)
+	})

 	if s.BounceShort != nil && s.BounceShort.Enabled {
 		s.resistancePivot = &indicator.Pivot{IntervalWindow: s.BounceShort.IntervalWindow}
 		s.resistancePivot.Bind(store)
 	}

-	standardIndicator, _ := session.StandardIndicatorSet(s.Symbol)
 	if s.BreakLow.StopEMA != nil {
 		s.stopEWMA = standardIndicator.EWMA(*s.BreakLow.StopEMA)
 	}
@ -298,6 +320,17 @@ func (s *Strategy) Run(ctx context.Context, orderExecutor bbgo.OrderExecutor, se
 			s.pivotLowPrices = s.pivotLowPrices[len(s.pivotLowPrices)-10:]
 		}

+		ratio := fixedpoint.One.Add(s.BreakLow.Ratio)
+		breakPrice := previousLow.Mul(ratio)
+
+		closePrice := kline.Close
+		// if previous low is not break, skip
+		if closePrice.Compare(breakPrice) >= 0 {
+			return
+		}
+
+		log.Infof("%s breakLow signal detected, closed price %f < breakPrice %f", kline.Symbol, closePrice.Float64(), breakPrice.Float64())
+
 		// stop EMA protection
 		if s.stopEWMA != nil && !s.BreakLow.StopEMARange.IsZero() {
 			ema := fixedpoint.NewFromFloat(s.stopEWMA.Last())
@ -306,19 +339,12 @@ func (s *Strategy) Run(ctx context.Context, orderExecutor bbgo.OrderExecutor, se
 			}

 			emaStopShortPrice := ema.Mul(fixedpoint.One.Sub(s.BreakLow.StopEMARange))
-			if kline.Close.Compare(emaStopShortPrice) < 0 {
+			if closePrice.Compare(emaStopShortPrice) < 0 {
+				log.Infof("stopEMA protection: close price %f < EMA(%v) = %f", closePrice.Float64(), s.BreakLow.StopEMA, ema.Float64())
 				return
 			}
 		}

-		ratio := fixedpoint.One.Add(s.BreakLow.Ratio)
-		breakPrice := previousLow.Mul(ratio)
-
-		// if previous low is not break, skip
-		if kline.Close.Compare(breakPrice) >= 0 {
-			return
-		}
-
 		_ = s.orderExecutor.GracefulCancel(ctx)

 		quantity := s.useQuantityOrBaseBalance(s.BreakLow.Quantity)
@ -374,27 +400,6 @@ func (s *Strategy) Run(ctx context.Context, orderExecutor bbgo.OrderExecutor, se
 		})
 	}

-	session.MarketDataStream.OnKLineClosed(func(kline types.KLine) {
-		// StrategyController
-		if s.Status != types.StrategyStatusRunning {
-			return
-		}
-
-		if kline.Symbol != s.Symbol || kline.Interval != s.Interval {
-			return
-		}
-
-		if s.pivot.LastLow() > 0.0 {
-			lastLow := fixedpoint.NewFromFloat(s.pivot.LastLow())
-			if lastLow.Compare(s.lastLow) != 0 {
-				log.Infof("new pivot low detected: %f %s", s.pivot.LastLow(), kline.EndTime.Time())
-			}
-
-			s.lastLow = lastLow
-			s.pivotLowPrices = append(s.pivotLowPrices, s.lastLow)
-		}
-	})
-
 	s.Graceful.OnShutdown(func(ctx context.Context, wg *sync.WaitGroup) {
 		_, _ = fmt.Fprintln(os.Stderr, s.TradeStats.String())
 		wg.Done()
--- a/pkg/types/order.go
+++ b/pkg/types/order.go
@ -271,7 +271,7 @@ func (o Order) String() string {
 		orderID = strconv.FormatUint(o.OrderID, 10)
 	}

-	return fmt.Sprintf("ORDER %s | %s | %s | %s | %s %-4s | %s/%s @ %s | %s",
+	desc := fmt.Sprintf("ORDER %s | %s | %s | %s | %s %-4s | %s/%s @ %s",
 		o.Exchange.String(),
 		o.CreationTime.Time().Local().Format(time.RFC1123),
 		orderID,
@ -280,8 +280,13 @@ func (o Order) String() string {
 		o.Side,
 		o.ExecutedQuantity.String(),
 		o.Quantity.String(),
-		o.Price.String(),
-		o.Status)
+		o.Price.String())
+
+	if o.Type == OrderTypeStopLimit {
+		desc += " Stop @ " + o.StopPrice.String()
+	}
+
+	return desc + " | " + string(o.Status)
 }

 // PlainText is used for telegram-styled messages