package xgap import ( "context" "fmt" "math" "math/rand" "sync" "time" "github.com/sirupsen/logrus" "github.com/c9s/bbgo/pkg/bbgo" "github.com/c9s/bbgo/pkg/fixedpoint" "github.com/c9s/bbgo/pkg/strategy/common" "github.com/c9s/bbgo/pkg/types" "github.com/c9s/bbgo/pkg/util/timejitter" ) const ID = "xgap" var log = logrus.WithField("strategy", ID) var maxStepPercentageGap = fixedpoint.NewFromFloat(0.05) var Two = fixedpoint.NewFromInt(2) func init() { bbgo.RegisterStrategy(ID, &Strategy{}) } func (s *Strategy) ID() string { return ID } func (s *Strategy) InstanceID() string { return fmt.Sprintf("%s:%s:%s", ID, s.TradingExchange, s.Symbol) } type Strategy struct { *common.Strategy *common.FeeBudget Environment *bbgo.Environment Symbol string `json:"symbol"` TradingExchange string `json:"tradingExchange"` SourceSymbol string `json:"sourceSymbol"` SourceExchange string `json:"sourceExchange"` MinSpread fixedpoint.Value `json:"minSpread"` Quantity fixedpoint.Value `json:"quantity"` DryRun bool `json:"dryRun"` DailyMaxVolume fixedpoint.Value `json:"dailyMaxVolume,omitempty"` DailyTargetVolume fixedpoint.Value `json:"dailyTargetVolume,omitempty"` UpdateInterval types.Duration `json:"updateInterval"` SimulateVolume bool `json:"simulateVolume"` SimulatePrice bool `json:"simulatePrice"` sourceSession, tradingSession *bbgo.ExchangeSession sourceMarket, tradingMarket types.Market mu sync.Mutex lastSourceKLine, lastTradingKLine types.KLine sourceBook, tradingBook *types.StreamOrderBook logger logrus.FieldLogger stopC chan struct{} } func (s *Strategy) Initialize() error { if s.Strategy == nil { s.Strategy = &common.Strategy{} } if s.FeeBudget == nil { s.FeeBudget = &common.FeeBudget{} } s.logger = logrus.WithFields(logrus.Fields{ "strategy": ID, "strategy_instance": s.InstanceID(), "symbol": s.Symbol, }) return nil } func (s *Strategy) Validate() error { return nil } func (s *Strategy) Defaults() error { if s.UpdateInterval == 0 { s.UpdateInterval = types.Duration(time.Second) } if s.SourceSymbol == "" { s.SourceSymbol = s.Symbol } return nil } func (s *Strategy) CrossSubscribe(sessions map[string]*bbgo.ExchangeSession) { sourceSession, ok := sessions[s.SourceExchange] if !ok { panic(fmt.Errorf("source session %s is not defined", s.SourceExchange)) } sourceSession.Subscribe(types.KLineChannel, s.SourceSymbol, types.SubscribeOptions{Interval: "1m"}) sourceSession.Subscribe(types.BookChannel, s.SourceSymbol, types.SubscribeOptions{Depth: types.DepthLevel5}) tradingSession, ok := sessions[s.TradingExchange] if !ok { panic(fmt.Errorf("trading session %s is not defined", s.TradingExchange)) } tradingSession.Subscribe(types.KLineChannel, s.Symbol, types.SubscribeOptions{Interval: "1m"}) tradingSession.Subscribe(types.BookChannel, s.Symbol, types.SubscribeOptions{Depth: types.DepthLevel5}) } func (s *Strategy) CrossRun(ctx context.Context, _ bbgo.OrderExecutionRouter, sessions map[string]*bbgo.ExchangeSession) error { sourceSession, ok := sessions[s.SourceExchange] if !ok { return fmt.Errorf("source session %s is not defined", s.SourceExchange) } s.sourceSession = sourceSession tradingSession, ok := sessions[s.TradingExchange] if !ok { return fmt.Errorf("trading session %s is not defined", s.TradingExchange) } s.tradingSession = tradingSession s.sourceMarket, ok = s.sourceSession.Market(s.Symbol) if !ok { return fmt.Errorf("source session market %s is not defined", s.Symbol) } s.tradingMarket, ok = s.tradingSession.Market(s.Symbol) if !ok { return fmt.Errorf("trading session market %s is not defined", s.Symbol) } s.Strategy.Initialize(ctx, s.Environment, tradingSession, s.tradingMarket, ID, s.InstanceID()) s.FeeBudget.Initialize() s.stopC = make(chan struct{}) bbgo.OnShutdown(ctx, func(ctx context.Context, wg *sync.WaitGroup) { defer wg.Done() close(s.stopC) bbgo.Sync(ctx, s) }) // from here, set data binding s.sourceSession.MarketDataStream.OnKLine(func(kline types.KLine) { s.mu.Lock() s.lastSourceKLine = kline s.mu.Unlock() }) s.tradingSession.MarketDataStream.OnKLine(func(kline types.KLine) { s.mu.Lock() s.lastTradingKLine = kline s.mu.Unlock() }) if s.SourceExchange != "" { s.sourceBook = types.NewStreamBook(s.SourceSymbol, sourceSession.ExchangeName) s.sourceBook.BindStream(s.sourceSession.MarketDataStream) } s.tradingBook = types.NewStreamBook(s.Symbol, tradingSession.ExchangeName) s.tradingBook.BindStream(s.tradingSession.MarketDataStream) s.tradingSession.UserDataStream.OnTradeUpdate(func(trade types.Trade) { if trade.Symbol != s.Symbol { return } s.FeeBudget.HandleTradeUpdate(trade) }) go func() { ticker := time.NewTicker( timejitter.Milliseconds(s.UpdateInterval.Duration(), 1000), ) defer ticker.Stop() for { select { case <-ctx.Done(): return case <-s.stopC: return case <-ticker.C: if !s.IsBudgetAllowed() { continue } // < 10 seconds jitter sleep delay := timejitter.Milliseconds(s.UpdateInterval.Duration(), 10*1000) if delay < s.UpdateInterval.Duration() { time.Sleep(delay) } s.placeOrders(ctx) s.cancelOrders(ctx) } } }() return nil } func (s *Strategy) placeOrders(ctx context.Context) { bestBid, hasBid := s.tradingBook.BestBid() bestAsk, hasAsk := s.tradingBook.BestAsk() // try to use the bid/ask price from the trading book if hasBid && hasAsk { var spread = bestAsk.Price.Sub(bestBid.Price) var spreadPercentage = spread.Div(bestAsk.Price) log.Infof("trading book spread=%s %s", spread.String(), spreadPercentage.Percentage()) // use the source book price if the spread percentage greater than 5% if s.SimulatePrice && s.sourceBook != nil && spreadPercentage.Compare(maxStepPercentageGap) > 0 { log.Warnf("spread too large (%s %s), using source book", spread.String(), spreadPercentage.Percentage()) bestBid, hasBid = s.sourceBook.BestBid() bestAsk, hasAsk = s.sourceBook.BestAsk() } if s.MinSpread.Sign() > 0 { if spread.Compare(s.MinSpread) < 0 { log.Warnf("spread < min spread, spread=%s minSpread=%s bid=%s ask=%s", spread.String(), s.MinSpread.String(), bestBid.Price.String(), bestAsk.Price.String()) return } } // if the spread is less than 100 ticks (100 pips), skip if spread.Compare(s.tradingMarket.TickSize.MulExp(2)) < 0 { log.Warnf("spread too small, we can't place orders: spread=%s bid=%s ask=%s", spread.String(), bestBid.Price.String(), bestAsk.Price.String()) return } } else if s.sourceBook != nil { bestBid, hasBid = s.sourceBook.BestBid() bestAsk, hasAsk = s.sourceBook.BestAsk() } if !hasBid || !hasAsk { log.Warn("no bids or asks on the source book or the trading book") return } if bestBid.Price.IsZero() || bestAsk.Price.IsZero() { log.Warn("bid price or ask price is zero") return } var spread = bestAsk.Price.Sub(bestBid.Price) var spreadPercentage = spread.Div(bestAsk.Price) log.Infof("spread:%s %s ask:%s bid:%s", spread.String(), spreadPercentage.Percentage(), bestAsk.Price.String(), bestBid.Price.String()) // var spreadPercentage = spread.Float64() / bestBid.Price.Float64() var midPrice = bestAsk.Price.Add(bestBid.Price).Div(Two) var price = midPrice log.Infof("mid price %s", midPrice.String()) var balances = s.tradingSession.GetAccount().Balances() baseBalance, ok := balances[s.tradingMarket.BaseCurrency] if !ok { log.Errorf("base balance %s not found", s.tradingMarket.BaseCurrency) return } quoteBalance, ok := balances[s.tradingMarket.QuoteCurrency] if !ok { log.Errorf("quote balance %s not found", s.tradingMarket.QuoteCurrency) return } minQuantity := s.tradingMarket.AdjustQuantityByMinNotional(s.tradingMarket.MinQuantity, price) if baseBalance.Available.Compare(minQuantity) <= 0 { log.Infof("base balance: %s %s is not enough, skip", baseBalance.Available.String(), s.tradingMarket.BaseCurrency) return } if quoteBalance.Available.Div(price).Compare(minQuantity) <= 0 { log.Infof("quote balance: %s %s is not enough, skip", quoteBalance.Available.String(), s.tradingMarket.QuoteCurrency) return } maxQuantity := baseBalance.Available if !quoteBalance.Available.IsZero() { maxQuantity = fixedpoint.Min(maxQuantity, quoteBalance.Available.Div(price)) } quantity := minQuantity // if we set the fixed quantity, we should use the fixed if s.Quantity.Sign() > 0 { quantity = fixedpoint.Max(s.Quantity, quantity) } else if s.SimulateVolume { s.mu.Lock() if s.lastTradingKLine.Volume.Sign() > 0 && s.lastSourceKLine.Volume.Sign() > 0 { log.Infof("trading exchange %s price: %s volume: %s", s.Symbol, s.lastTradingKLine.Close.String(), s.lastTradingKLine.Volume.String()) log.Infof("source exchange %s price: %s volume: %s", s.Symbol, s.lastSourceKLine.Close.String(), s.lastSourceKLine.Volume.String()) volumeDiff := s.lastSourceKLine.Volume.Sub(s.lastTradingKLine.Volume) // change the current quantity only diff is positive if volumeDiff.Sign() > 0 { quantity = volumeDiff } } s.mu.Unlock() } else if s.DailyTargetVolume.Sign() > 0 { numOfTicks := (24 * time.Hour) / s.UpdateInterval.Duration() quantity = fixedpoint.NewFromFloat(s.DailyTargetVolume.Float64() / float64(numOfTicks)) quantity = quantityJitter(quantity, 0.02) } else { // plus a 2% quantity jitter quantity = quantityJitter(quantity, 0.02) } log.Infof("%s quantity: %f", s.Symbol, quantity.Float64()) quantity = fixedpoint.Min(quantity, maxQuantity) log.Infof("%s adjusted quantity: %f", s.Symbol, quantity.Float64()) orderForms := []types.SubmitOrder{ { Symbol: s.Symbol, Side: types.SideTypeBuy, Type: types.OrderTypeLimit, Quantity: quantity, Price: price, Market: s.tradingMarket, }, { Symbol: s.Symbol, Side: types.SideTypeSell, Type: types.OrderTypeLimit, Quantity: quantity, Price: price, Market: s.tradingMarket, }, } log.Infof("order forms: %+v", orderForms) if s.DryRun { log.Infof("dry run, skip") return } _, err := s.OrderExecutor.SubmitOrders(ctx, orderForms...) if err != nil { log.WithError(err).Error("order submit error") } time.Sleep(time.Second) } func (s *Strategy) cancelOrders(ctx context.Context) { if err := s.OrderExecutor.GracefulCancel(ctx); err != nil { log.WithError(err).Error("cancel order error") } } func quantityJitter(q fixedpoint.Value, rg float64) fixedpoint.Value { jitter := 1.0 + math.Max(rg, rand.Float64()) return q.Mul(fixedpoint.NewFromFloat(jitter)) }