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/exchange/max" "github.com/c9s/bbgo/pkg/fixedpoint" "github.com/c9s/bbgo/pkg/service" "github.com/c9s/bbgo/pkg/types" "github.com/c9s/bbgo/pkg/util" ) const ID = "xgap" const stateKey = "state-v1" var log = logrus.WithField("strategy", ID) func init() { bbgo.RegisterStrategy(ID, &Strategy{}) } func (s *Strategy) ID() string { return ID } type State struct { AccumulatedFeeStartedAt time.Time `json:"accumulatedFeeStartedAt,omitempty"` AccumulatedFees map[string]fixedpoint.Value `json:"accumulatedFees,omitempty"` AccumulatedVolume fixedpoint.Value `json:"accumulatedVolume,omitempty"` } func (s *State) IsOver24Hours() bool { return time.Now().Sub(s.AccumulatedFeeStartedAt) >= 24*time.Hour } func (s *State) Reset() { t := time.Now() dateTime := time.Date(t.Year(), t.Month(), t.Day(), 0, 0, 0, 0, t.Location()) log.Infof("resetting accumulated started time to: %s", dateTime) s.AccumulatedFeeStartedAt = dateTime s.AccumulatedFees = make(map[string]fixedpoint.Value) s.AccumulatedVolume = 0 } type Strategy struct { *bbgo.Graceful *bbgo.Notifiability *bbgo.Persistence Symbol string `json:"symbol"` SourceExchange string `json:"sourceExchange"` TradingExchange string `json:"tradingExchange"` MinSpread fixedpoint.Value `json:"minSpread"` Quantity fixedpoint.Value `json:"quantity"` DailyFeeBudgets map[string]fixedpoint.Value `json:"dailyFeeBudgets,omitempty"` DailyMaxVolume fixedpoint.Value `json:"dailyMaxVolume,omitempty"` UpdateInterval types.Duration `json:"updateInterval"` SimulateVolume bool `json:"simulateVolume"` sourceSession, tradingSession *bbgo.ExchangeSession sourceMarket, tradingMarket types.Market state *State mu sync.Mutex lastSourceKLine, lastTradingKLine types.KLine sourceBook, tradingBook *types.StreamOrderBook groupID uint32 stopC chan struct{} } func (s *Strategy) isBudgetAllowed() bool { if s.DailyFeeBudgets == nil { return true } if s.state.AccumulatedFees == nil { return true } for asset, budget := range s.DailyFeeBudgets { if fee, ok := s.state.AccumulatedFees[asset]; ok { if fee >= budget { log.Warnf("accumulative fee %f exceeded the fee budget %f, skipping...", fee.Float64(), budget.Float64()) return false } } } return true } func (s *Strategy) handleTradeUpdate(trade types.Trade) { log.Infof("received trade %+v", trade) if trade.Symbol != s.Symbol { return } if s.state.IsOver24Hours() { s.state.Reset() } // safe check if s.state.AccumulatedFees == nil { s.state.AccumulatedFees = make(map[string]fixedpoint.Value) } s.state.AccumulatedFees[trade.FeeCurrency] += fixedpoint.NewFromFloat(trade.Fee) s.state.AccumulatedVolume += fixedpoint.NewFromFloat(trade.Quantity) log.Infof("accumulated fee: %f %s", s.state.AccumulatedFees[trade.FeeCurrency].Float64(), trade.FeeCurrency) } 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.Symbol, types.SubscribeOptions{Interval: "1m"}) sourceSession.Subscribe(types.BookChannel, s.Symbol, types.SubscribeOptions{Depth: "5"}) 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{Interval: "1m"}) } func (s *Strategy) CrossRun(ctx context.Context, _ bbgo.OrderExecutionRouter, sessions map[string]*bbgo.ExchangeSession) error { if s.UpdateInterval == 0 { s.UpdateInterval = types.Duration(time.Second) } 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.stopC = make(chan struct{}) var state State // load position if err := s.Persistence.Load(&state, ID, stateKey); err != nil { if err != service.ErrPersistenceNotExists { return err } s.state = &State{} s.state.Reset() } else { // loaded successfully s.state = &state log.Infof("state is restored: %+v", s.state) if s.state.IsOver24Hours() { log.Warn("state is over 24 hours, resetting to zero") s.state.Reset() } } s.Graceful.OnShutdown(func(ctx context.Context, wg *sync.WaitGroup) { defer wg.Done() close(s.stopC) if err := s.Persistence.Save(&s.state, ID, stateKey); err != nil { log.WithError(err).Errorf("can not save state: %+v", s.state) } else { log.Infof("state is saved => %+v", s.state) } }) // from here, set data binding s.sourceSession.MarketDataStream.OnKLine(func(kline types.KLine) { log.Infof("source exchange %s price: %f volume: %f", s.Symbol, kline.Close, kline.Volume) s.mu.Lock() s.lastSourceKLine = kline s.mu.Unlock() }) s.tradingSession.MarketDataStream.OnKLine(func(kline types.KLine) { log.Infof("trading exchange %s price: %f volume: %f", s.Symbol, kline.Close, kline.Volume) s.mu.Lock() s.lastTradingKLine = kline s.mu.Unlock() }) s.sourceBook = types.NewStreamBook(s.Symbol) s.sourceBook.BindStream(s.sourceSession.MarketDataStream) s.tradingBook = types.NewStreamBook(s.Symbol) s.tradingBook.BindStream(s.tradingSession.MarketDataStream) s.tradingSession.UserDataStream.OnTradeUpdate(s.handleTradeUpdate) instanceID := fmt.Sprintf("%s-%s", ID, s.Symbol) s.groupID = max.GenerateGroupID(instanceID) log.Infof("using group id %d from fnv32(%s)", s.groupID, instanceID) go func() { ticker := time.NewTicker( util.MillisecondsJitter(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 := util.MillisecondsJitter(s.UpdateInterval.Duration(), 10*1000) if delay < s.UpdateInterval.Duration() { time.Sleep(delay) } 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 - bestBid.Price var spreadPercentage = spread.Float64() / bestAsk.Price.Float64() log.Infof("trading book spread=%f %f%%", spread.Float64(), spreadPercentage*100.0) // use the source book price if the spread percentage greater than 10% if spreadPercentage > 0.05 { log.Warnf("spread too large (%f %f%%), using source book", spread.Float64(), spreadPercentage) bestBid, hasBid = s.sourceBook.BestBid() bestAsk, hasAsk = s.sourceBook.BestAsk() } if s.MinSpread > 0 { if spread < s.MinSpread { log.Warnf("spread < min spread, spread=%f minSpread=%f bid=%f ask=%f", spread.Float64(), s.MinSpread.Float64(), bestBid.Price.Float64(), bestAsk.Price.Float64()) continue } } // if the spread is less than 100 ticks (100 pips), skip if spread.Float64() < 100*s.tradingMarket.TickSize { log.Warnf("spread too small, we can't place orders: spread=%f bid=%f ask=%f", spread.Float64(), bestBid.Price.Float64(), bestAsk.Price.Float64()) continue } } else { 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") continue } var spread = bestAsk.Price - bestBid.Price var spreadPercentage = spread.Float64() / bestAsk.Price.Float64() log.Infof("spread=%f %f%% ask=%f bid=%f", spread.Float64(), spreadPercentage*100.0, bestAsk.Price.Float64(), bestBid.Price.Float64()) // var spreadPercentage = spread.Float64() / bestBid.Price.Float64() var midPrice = (bestAsk.Price + bestBid.Price).Div(fixedpoint.NewFromFloat(2)) var price = midPrice.Float64() log.Infof("mid price %f", midPrice.Float64()) var balances = s.tradingSession.Account.Balances() var quantity = s.tradingMarket.MinQuantity if s.Quantity > 0 { quantity = s.Quantity.Float64() quantity = math.Min(quantity, s.tradingMarket.MinQuantity) } else if s.SimulateVolume { s.mu.Lock() if s.lastTradingKLine.Volume > 0 && s.lastSourceKLine.Volume > 0 { volumeDiff := s.lastSourceKLine.Volume - s.lastTradingKLine.Volume // change the current quantity only diff is positive if volumeDiff > 0 { quantity = volumeDiff } if baseBalance, ok := balances[s.tradingMarket.BaseCurrency]; ok { quantity = math.Min(quantity, baseBalance.Available.Float64()) } if quoteBalance, ok := balances[s.tradingMarket.QuoteCurrency]; ok { maxQuantity := quoteBalance.Available.Float64() / price quantity = math.Min(quantity, maxQuantity) } } s.mu.Unlock() } else { // plus a 2% quantity jitter quantity *= 1.0 + math.Max(0.02, rand.Float64()) } var quoteAmount = price * quantity if quoteAmount <= s.tradingMarket.MinNotional { quantity = math.Max( s.tradingMarket.MinQuantity, s.tradingMarket.MinNotional*1.01/price) } createdOrders, err := tradingSession.Exchange.SubmitOrders(ctx, types.SubmitOrder{ Symbol: s.Symbol, Side: types.SideTypeBuy, Type: types.OrderTypeLimit, Quantity: quantity, Price: price, Market: s.tradingMarket, // TimeInForce: "GTC", GroupID: s.groupID, }, types.SubmitOrder{ Symbol: s.Symbol, Side: types.SideTypeSell, Type: types.OrderTypeLimit, Quantity: quantity, Price: price, Market: s.tradingMarket, // TimeInForce: "GTC", GroupID: s.groupID, }) if err != nil { log.WithError(err).Error("order submit error") } time.Sleep(time.Second) if err := tradingSession.Exchange.CancelOrders(ctx, createdOrders...); err != nil { log.WithError(err).Error("cancel order error") } } } }() return nil }