package xdepthmaker import ( "context" stderrors "errors" "fmt" "sync" "time" "github.com/pkg/errors" "github.com/sirupsen/logrus" "golang.org/x/time/rate" "github.com/c9s/bbgo/pkg/bbgo" "github.com/c9s/bbgo/pkg/core" "github.com/c9s/bbgo/pkg/exchange/retry" "github.com/c9s/bbgo/pkg/fixedpoint" "github.com/c9s/bbgo/pkg/types" "github.com/c9s/bbgo/pkg/util" ) var lastPriceModifier = fixedpoint.NewFromFloat(1.001) var minGap = fixedpoint.NewFromFloat(1.02) var defaultMargin = fixedpoint.NewFromFloat(0.003) var Two = fixedpoint.NewFromInt(2) const priceUpdateTimeout = 5 * time.Minute const ID = "xdepthmaker" var log = logrus.WithField("strategy", ID) func init() { bbgo.RegisterStrategy(ID, &Strategy{}) } type CrossExchangeMarketMakingStrategy struct { ctx, parent context.Context cancel context.CancelFunc Environ *bbgo.Environment makerSession, hedgeSession *bbgo.ExchangeSession makerMarket, hedgeMarket types.Market // persistence fields Position *types.Position `json:"position,omitempty" persistence:"position"` ProfitStats *types.ProfitStats `json:"profitStats,omitempty" persistence:"profit_stats"` CoveredPosition fixedpoint.Value `json:"coveredPosition,omitempty" persistence:"covered_position"` MakerOrderExecutor, HedgeOrderExecutor *bbgo.GeneralOrderExecutor // orderStore is a shared order store between the maker session and the hedge session orderStore *core.OrderStore // tradeCollector is a shared trade collector between the maker session and the hedge session tradeCollector *core.TradeCollector } func (s *CrossExchangeMarketMakingStrategy) Initialize( ctx context.Context, environ *bbgo.Environment, makerSession, hedgeSession *bbgo.ExchangeSession, symbol, strategyID, instanceID string, ) error { s.parent = ctx s.ctx, s.cancel = context.WithCancel(ctx) s.Environ = environ s.makerSession = makerSession s.hedgeSession = hedgeSession var ok bool s.hedgeMarket, ok = s.hedgeSession.Market(symbol) if !ok { return fmt.Errorf("source session market %s is not defined", symbol) } s.makerMarket, ok = s.makerSession.Market(symbol) if !ok { return fmt.Errorf("maker session market %s is not defined", symbol) } if s.ProfitStats == nil { s.ProfitStats = types.NewProfitStats(s.makerMarket) } if s.Position == nil { s.Position = types.NewPositionFromMarket(s.makerMarket) } // Always update the position fields s.Position.Strategy = strategyID s.Position.StrategyInstanceID = instanceID // if anyone of the fee rate is defined, this assumes that both are defined. // so that zero maker fee could be applied for _, ses := range []*bbgo.ExchangeSession{makerSession, hedgeSession} { if ses.MakerFeeRate.Sign() > 0 || ses.TakerFeeRate.Sign() > 0 { s.Position.SetExchangeFeeRate(ses.ExchangeName, types.ExchangeFee{ MakerFeeRate: ses.MakerFeeRate, TakerFeeRate: ses.TakerFeeRate, }) } } s.MakerOrderExecutor = bbgo.NewGeneralOrderExecutor( makerSession, s.makerMarket.Symbol, strategyID, instanceID, s.Position) s.MakerOrderExecutor.BindEnvironment(environ) s.MakerOrderExecutor.BindProfitStats(s.ProfitStats) s.MakerOrderExecutor.Bind() s.MakerOrderExecutor.TradeCollector().OnPositionUpdate(func(position *types.Position) { // bbgo.Sync(ctx, s) }) s.HedgeOrderExecutor = bbgo.NewGeneralOrderExecutor( hedgeSession, s.hedgeMarket.Symbol, strategyID, instanceID, s.Position) s.HedgeOrderExecutor.BindEnvironment(environ) s.HedgeOrderExecutor.BindProfitStats(s.ProfitStats) s.HedgeOrderExecutor.Bind() s.HedgeOrderExecutor.TradeCollector().OnPositionUpdate(func(position *types.Position) { // bbgo.Sync(ctx, s) }) // global order store s.orderStore = core.NewOrderStore(s.Position.Symbol) s.orderStore.BindStream(hedgeSession.UserDataStream) s.orderStore.BindStream(makerSession.UserDataStream) // global trade collector s.tradeCollector = core.NewTradeCollector(symbol, s.Position, s.orderStore) s.tradeCollector.OnTrade(func(trade types.Trade, profit, netProfit fixedpoint.Value) { c := trade.PositionChange() // sync covered position // sell trade -> negative delta -> // 1) long position -> reduce long position // 2) short position -> increase short position // buy trade -> positive delta -> // 1) short position -> reduce short position // 2) short position -> increase short position if trade.Exchange == s.hedgeSession.ExchangeName { // TODO: make this atomic s.CoveredPosition = s.CoveredPosition.Add(c) } }) s.tradeCollector.BindStream(s.hedgeSession.UserDataStream) s.tradeCollector.BindStream(s.makerSession.UserDataStream) return nil } type Strategy struct { *CrossExchangeMarketMakingStrategy Environment *bbgo.Environment Symbol string `json:"symbol"` // HedgeExchange session name HedgeExchange string `json:"hedgeExchange"` // MakerExchange session name MakerExchange string `json:"makerExchange"` UpdateInterval types.Duration `json:"updateInterval"` HedgeInterval types.Duration `json:"hedgeInterval"` FullReplenishInterval types.Duration `json:"fullReplenishInterval"` OrderCancelWaitTime types.Duration `json:"orderCancelWaitTime"` Margin fixedpoint.Value `json:"margin"` BidMargin fixedpoint.Value `json:"bidMargin"` AskMargin fixedpoint.Value `json:"askMargin"` StopHedgeQuoteBalance fixedpoint.Value `json:"stopHedgeQuoteBalance"` StopHedgeBaseBalance fixedpoint.Value `json:"stopHedgeBaseBalance"` // Quantity is used for fixed quantity of the first layer Quantity fixedpoint.Value `json:"quantity"` // QuantityScale helps user to define the quantity by layer scale QuantityScale *bbgo.LayerScale `json:"quantityScale,omitempty"` // DepthScale helps user to define the depth by layer scale DepthScale *bbgo.LayerScale `json:"depthScale,omitempty"` // MaxExposurePosition defines the unhedged quantity of stop MaxExposurePosition fixedpoint.Value `json:"maxExposurePosition"` NotifyTrade bool `json:"notifyTrade"` // RecoverTrade tries to find the missing trades via the REStful API RecoverTrade bool `json:"recoverTrade"` RecoverTradeScanPeriod types.Duration `json:"recoverTradeScanPeriod"` NumLayers int `json:"numLayers"` // Pips is the pips of the layer prices Pips fixedpoint.Value `json:"pips"` // -------------------------------- // private fields // -------------------------------- // pricingBook is the order book (depth) from the hedging session pricingBook *types.StreamOrderBook hedgeErrorLimiter *rate.Limiter hedgeErrorRateReservation *rate.Reservation askPriceHeartBeat, bidPriceHeartBeat *types.PriceHeartBeat lastPrice fixedpoint.Value stopC, authedC chan struct{} } func (s *Strategy) ID() string { return ID } func (s *Strategy) InstanceID() string { return fmt.Sprintf("%s:%s", ID, s.Symbol) } func (s *Strategy) Initialize() error { if s.CrossExchangeMarketMakingStrategy == nil { s.CrossExchangeMarketMakingStrategy = &CrossExchangeMarketMakingStrategy{} } s.bidPriceHeartBeat = types.NewPriceHeartBeat(priceUpdateTimeout) s.askPriceHeartBeat = types.NewPriceHeartBeat(priceUpdateTimeout) return nil } func (s *Strategy) CrossSubscribe(sessions map[string]*bbgo.ExchangeSession) { makerSession, hedgeSession, err := selectSessions2(sessions, s.MakerExchange, s.HedgeExchange) if err != nil { panic(err) } hedgeSession.Subscribe(types.BookChannel, s.Symbol, types.SubscribeOptions{ Depth: types.DepthLevelMedium, Speed: types.SpeedLow, }) hedgeSession.Subscribe(types.KLineChannel, s.Symbol, types.SubscribeOptions{Interval: "1m"}) makerSession.Subscribe(types.KLineChannel, s.Symbol, types.SubscribeOptions{Interval: "1m"}) } func (s *Strategy) Validate() error { if s.MakerExchange == "" { return errors.New("maker exchange is not configured") } if s.HedgeExchange == "" { return errors.New("maker exchange is not configured") } if s.DepthScale == nil { return errors.New("depthScale can not be empty") } if len(s.Symbol) == 0 { return errors.New("symbol is required") } return nil } func (s *Strategy) Defaults() error { if s.UpdateInterval == 0 { s.UpdateInterval = types.Duration(time.Second) } if s.FullReplenishInterval == 0 { s.FullReplenishInterval = types.Duration(15 * time.Minute) } if s.HedgeInterval == 0 { s.HedgeInterval = types.Duration(3 * time.Second) } if s.NumLayers == 0 { s.NumLayers = 1 } if s.Margin.IsZero() { s.Margin = defaultMargin } if s.BidMargin.IsZero() { if !s.Margin.IsZero() { s.BidMargin = s.Margin } else { s.BidMargin = defaultMargin } } if s.AskMargin.IsZero() { if !s.Margin.IsZero() { s.AskMargin = s.Margin } else { s.AskMargin = defaultMargin } } s.hedgeErrorLimiter = rate.NewLimiter(rate.Every(1*time.Minute), 1) return nil } func (s *Strategy) CrossRun( ctx context.Context, _ bbgo.OrderExecutionRouter, sessions map[string]*bbgo.ExchangeSession, ) error { makerSession, hedgeSession, err := selectSessions2(sessions, s.MakerExchange, s.HedgeExchange) if err != nil { return err } log.Infof("makerSession: %s hedgeSession: %s", makerSession.Name, hedgeSession.Name) if err := s.CrossExchangeMarketMakingStrategy.Initialize(ctx, s.Environment, makerSession, hedgeSession, s.Symbol, ID, s.InstanceID()); err != nil { return err } s.pricingBook = types.NewStreamBook(s.Symbol) s.pricingBook.BindStream(s.hedgeSession.MarketDataStream) s.stopC = make(chan struct{}) if s.RecoverTrade { s.tradeCollector.OnRecover(func(trade types.Trade) { bbgo.Notify("Recovered trade", trade) }) go s.runTradeRecover(ctx) } s.authedC = make(chan struct{}, 2) bindAuthSignal(ctx, s.makerSession.UserDataStream, s.authedC) bindAuthSignal(ctx, s.hedgeSession.UserDataStream, s.authedC) go func() { log.Infof("waiting for user data stream to get authenticated") select { case <-ctx.Done(): return case <-s.authedC: } select { case <-ctx.Done(): return case <-s.authedC: } log.Infof("user data stream authenticated, start placing orders...") posTicker := time.NewTicker(util.MillisecondsJitter(s.HedgeInterval.Duration(), 200)) defer posTicker.Stop() fullReplenishTicker := time.NewTicker(util.MillisecondsJitter(s.FullReplenishInterval.Duration(), 200)) defer fullReplenishTicker.Stop() // clean up the previous open orders if err := s.cleanUpOpenOrders(ctx); err != nil { log.WithError(err).Errorf("error cleaning up open orders") } s.updateQuote(ctx, 0) lastOrderReplenishTime := time.Now() for { select { case <-s.stopC: log.Warnf("%s maker goroutine stopped, due to the stop signal", s.Symbol) return case <-ctx.Done(): log.Warnf("%s maker goroutine stopped, due to the cancelled context", s.Symbol) return case <-fullReplenishTicker.C: s.updateQuote(ctx, 0) lastOrderReplenishTime = time.Now() case sig, ok := <-s.pricingBook.C: // when any book change event happened if !ok { return } if time.Since(lastOrderReplenishTime) < 10*time.Second { continue } switch sig.Type { case types.BookSignalSnapshot: s.updateQuote(ctx, 0) case types.BookSignalUpdate: s.updateQuote(ctx, 5) } lastOrderReplenishTime = time.Now() case <-posTicker.C: // For positive position and positive covered position: // uncover position = +5 - +3 (covered position) = 2 // // For positive position and negative covered position: // uncover position = +5 - (-3) (covered position) = 8 // // meaning we bought 5 on MAX and sent buy order with 3 on binance // // For negative position: // uncover position = -5 - -3 (covered position) = -2 s.tradeCollector.Process() position := s.Position.GetBase() uncoverPosition := position.Sub(s.CoveredPosition) absPos := uncoverPosition.Abs() if absPos.Compare(s.hedgeMarket.MinQuantity) > 0 { log.Infof("%s base position %v coveredPosition: %v uncoverPosition: %v", s.Symbol, position, s.CoveredPosition, uncoverPosition, ) s.Hedge(ctx, uncoverPosition.Neg()) } } } }() bbgo.OnShutdown(ctx, func(ctx context.Context, wg *sync.WaitGroup) { defer wg.Done() close(s.stopC) // wait for the quoter to stop time.Sleep(s.UpdateInterval.Duration()) if err := s.MakerOrderExecutor.GracefulCancel(ctx); err != nil { log.WithError(err).Errorf("graceful cancel %s order error", s.Symbol) } if err := s.HedgeOrderExecutor.GracefulCancel(ctx); err != nil { log.WithError(err).Errorf("graceful cancel %s order error", s.Symbol) } bbgo.Sync(ctx, s) bbgo.Notify("%s: %s position", ID, s.Symbol, s.Position) }) return nil } func (s *Strategy) Hedge(ctx context.Context, pos fixedpoint.Value) { side := types.SideTypeBuy if pos.IsZero() { return } quantity := pos.Abs() if pos.Sign() < 0 { side = types.SideTypeSell } lastPrice := s.lastPrice sourceBook := s.pricingBook.CopyDepth(1) switch side { case types.SideTypeBuy: if bestAsk, ok := sourceBook.BestAsk(); ok { lastPrice = bestAsk.Price } case types.SideTypeSell: if bestBid, ok := sourceBook.BestBid(); ok { lastPrice = bestBid.Price } } notional := quantity.Mul(lastPrice) if notional.Compare(s.hedgeMarket.MinNotional) <= 0 { log.Warnf("%s %v less than min notional, skipping hedge", s.Symbol, notional) return } // adjust quantity according to the balances account := s.hedgeSession.GetAccount() switch side { case types.SideTypeBuy: // check quote quantity if quote, ok := account.Balance(s.hedgeMarket.QuoteCurrency); ok { if quote.Available.Compare(notional) < 0 { // adjust price to higher 0.1%, so that we can ensure that the order can be executed quantity = bbgo.AdjustQuantityByMaxAmount(quantity, lastPrice.Mul(lastPriceModifier), quote.Available) quantity = s.hedgeMarket.TruncateQuantity(quantity) } } case types.SideTypeSell: // check quote quantity if base, ok := account.Balance(s.hedgeMarket.BaseCurrency); ok { if base.Available.Compare(quantity) < 0 { quantity = base.Available } } } // truncate quantity for the supported precision quantity = s.hedgeMarket.TruncateQuantity(quantity) if notional.Compare(s.hedgeMarket.MinNotional.Mul(minGap)) <= 0 { log.Warnf("the adjusted amount %v is less than minimal notional %v, skipping hedge", notional, s.hedgeMarket.MinNotional) return } if quantity.Compare(s.hedgeMarket.MinQuantity.Mul(minGap)) <= 0 { log.Warnf("the adjusted quantity %v is less than minimal quantity %v, skipping hedge", quantity, s.hedgeMarket.MinQuantity) return } if s.hedgeErrorRateReservation != nil { if !s.hedgeErrorRateReservation.OK() { return } bbgo.Notify("Hit hedge error rate limit, waiting...") time.Sleep(s.hedgeErrorRateReservation.Delay()) s.hedgeErrorRateReservation = nil } log.Infof("submitting %s hedge order %s %v", s.Symbol, side.String(), quantity) bbgo.Notify("Submitting %s hedge order %s %v", s.Symbol, side.String(), quantity) createdOrders, err := s.HedgeOrderExecutor.SubmitOrders(ctx, types.SubmitOrder{ Market: s.hedgeMarket, Symbol: s.Symbol, Type: types.OrderTypeMarket, Side: side, Quantity: quantity, }) if err != nil { s.hedgeErrorRateReservation = s.hedgeErrorLimiter.Reserve() log.WithError(err).Errorf("market order submit error: %s", err.Error()) return } s.orderStore.Add(createdOrders...) // if the hedge is on sell side, then we should add positive position switch side { case types.SideTypeSell: s.CoveredPosition = s.CoveredPosition.Add(quantity) case types.SideTypeBuy: s.CoveredPosition = s.CoveredPosition.Add(quantity.Neg()) } } func (s *Strategy) runTradeRecover(ctx context.Context) { tradeScanInterval := s.RecoverTradeScanPeriod.Duration() if tradeScanInterval == 0 { tradeScanInterval = 30 * time.Minute } tradeScanOverlapBufferPeriod := 5 * time.Minute tradeScanTicker := time.NewTicker(tradeScanInterval) defer tradeScanTicker.Stop() for { select { case <-ctx.Done(): return case <-tradeScanTicker.C: log.Infof("scanning trades from %s ago...", tradeScanInterval) if s.RecoverTrade { startTime := time.Now().Add(-tradeScanInterval).Add(-tradeScanOverlapBufferPeriod) if err := s.tradeCollector.Recover(ctx, s.hedgeSession.Exchange.(types.ExchangeTradeHistoryService), s.Symbol, startTime); err != nil { log.WithError(err).Errorf("query trades error") } if err := s.tradeCollector.Recover(ctx, s.makerSession.Exchange.(types.ExchangeTradeHistoryService), s.Symbol, startTime); err != nil { log.WithError(err).Errorf("query trades error") } } } } } func (s *Strategy) generateMakerOrders( pricingBook *types.StreamOrderBook, maxLayer int, availableBase fixedpoint.Value, availableQuote fixedpoint.Value, ) ([]types.SubmitOrder, error) { _, _, hasPrice := pricingBook.BestBidAndAsk() if !hasPrice { return nil, nil } var submitOrders []types.SubmitOrder var accumulatedBidQuantity = fixedpoint.Zero var accumulatedAskQuantity = fixedpoint.Zero var accumulatedBidQuoteQuantity = fixedpoint.Zero // copy the pricing book because during the generation the book data could change dupPricingBook := pricingBook.Copy() log.Infof("pricingBook: \n\tbids: %+v \n\tasks: %+v", dupPricingBook.SideBook(types.SideTypeBuy), dupPricingBook.SideBook(types.SideTypeSell)) if maxLayer == 0 || maxLayer > s.NumLayers { maxLayer = s.NumLayers } var availableBalances = map[types.SideType]fixedpoint.Value{ types.SideTypeBuy: availableQuote, types.SideTypeSell: availableBase, } for _, side := range []types.SideType{types.SideTypeBuy, types.SideTypeSell} { sideBook := dupPricingBook.SideBook(side) if sideBook.Len() == 0 { log.Warnf("orderbook %s side is empty", side) continue } availableSideBalance, ok := availableBalances[side] if !ok { log.Warnf("no available balance for side %s side", side) continue } layerLoop: for i := 1; i <= maxLayer; i++ { // simple break, we need to check the market minNotional and minQuantity later if !availableSideBalance.Eq(fixedpoint.PosInf) { if availableSideBalance.IsZero() || availableSideBalance.Sign() < 0 { break layerLoop } } requiredDepthFloat, err := s.DepthScale.Scale(i) if err != nil { return nil, errors.Wrapf(err, "depthScale scale error") } // requiredDepth is the required depth in quote currency requiredDepth := fixedpoint.NewFromFloat(requiredDepthFloat) index := sideBook.IndexByQuoteVolumeDepth(requiredDepth) pvs := types.PriceVolumeSlice{} if index == -1 { pvs = sideBook[:] } else { pvs = sideBook[0 : index+1] } if len(pvs) == 0 { continue } log.Infof("side: %s required depth: %f, pvs: %+v", side, requiredDepth.Float64(), pvs) depthPrice, err := averageDepthPrice(pvs) if err != nil { log.WithError(err).Errorf("error aggregating depth price") continue } switch side { case types.SideTypeBuy: if s.BidMargin.Sign() > 0 { depthPrice = depthPrice.Mul(fixedpoint.One.Sub(s.BidMargin)) } depthPrice = depthPrice.Round(s.makerMarket.PricePrecision+1, fixedpoint.Down) case types.SideTypeSell: if s.AskMargin.Sign() > 0 { depthPrice = depthPrice.Mul(fixedpoint.One.Add(s.AskMargin)) } depthPrice = depthPrice.Round(s.makerMarket.PricePrecision+1, fixedpoint.Up) } depthPrice = s.makerMarket.TruncatePrice(depthPrice) quantity := requiredDepth.Div(depthPrice) quantity = s.makerMarket.TruncateQuantity(quantity) log.Infof("side: %s required depth: %f price: %f quantity: %f", side, requiredDepth.Float64(), depthPrice.Float64(), quantity.Float64()) switch side { case types.SideTypeBuy: quantity = quantity.Sub(accumulatedBidQuantity) accumulatedBidQuantity = accumulatedBidQuantity.Add(quantity) quoteQuantity := fixedpoint.Mul(quantity, depthPrice) quoteQuantity = quoteQuantity.Round(s.makerMarket.PricePrecision, fixedpoint.Up) if !availableSideBalance.Eq(fixedpoint.PosInf) && availableSideBalance.Compare(quoteQuantity) <= 0 { quoteQuantity = availableSideBalance quantity = quoteQuantity.Div(depthPrice).Round(s.makerMarket.PricePrecision, fixedpoint.Down) } if quantity.Compare(s.makerMarket.MinQuantity) <= 0 || quoteQuantity.Compare(s.makerMarket.MinNotional) <= 0 { break layerLoop } availableSideBalance = availableSideBalance.Sub(quoteQuantity) accumulatedBidQuoteQuantity = accumulatedBidQuoteQuantity.Add(quoteQuantity) case types.SideTypeSell: quantity = quantity.Sub(accumulatedAskQuantity) quoteQuantity := quantity.Mul(depthPrice) // balance check if !availableSideBalance.Eq(fixedpoint.PosInf) && availableSideBalance.Compare(quantity) <= 0 { break layerLoop } if quantity.Compare(s.makerMarket.MinQuantity) <= 0 || quoteQuantity.Compare(s.makerMarket.MinNotional) <= 0 { break layerLoop } availableSideBalance = availableSideBalance.Sub(quantity) accumulatedAskQuantity = accumulatedAskQuantity.Add(quantity) } submitOrders = append(submitOrders, types.SubmitOrder{ Symbol: s.Symbol, Type: types.OrderTypeLimitMaker, Market: s.makerMarket, Side: side, Price: depthPrice, Quantity: quantity, }) } } return submitOrders, nil } func (s *Strategy) partiallyCancelOrders(ctx context.Context, maxLayer int) error { buyOrders, sellOrders := s.MakerOrderExecutor.ActiveMakerOrders().Orders().SeparateBySide() buyOrders = types.SortOrdersByPrice(buyOrders, true) sellOrders = types.SortOrdersByPrice(sellOrders, false) buyOrdersToCancel := buyOrders[0:min(maxLayer, len(buyOrders))] sellOrdersToCancel := sellOrders[0:min(maxLayer, len(sellOrders))] err1 := s.MakerOrderExecutor.GracefulCancel(ctx, buyOrdersToCancel...) err2 := s.MakerOrderExecutor.GracefulCancel(ctx, sellOrdersToCancel...) return stderrors.Join(err1, err2) } func (s *Strategy) updateQuote(ctx context.Context, maxLayer int) { if maxLayer == 0 { if err := s.MakerOrderExecutor.GracefulCancel(ctx); err != nil { log.WithError(err).Warnf("there are some %s orders not canceled, skipping placing maker orders", s.Symbol) s.MakerOrderExecutor.ActiveMakerOrders().Print() return } } else { if err := s.partiallyCancelOrders(ctx, maxLayer); err != nil { log.WithError(err).Warnf("%s partial order cancel failed", s.Symbol) return } } numOfMakerOrders := s.MakerOrderExecutor.ActiveMakerOrders().NumOfOrders() if numOfMakerOrders > 0 { log.Warnf("maker orders are not all canceled") return } bestBid, bestAsk, hasPrice := s.pricingBook.BestBidAndAsk() if !hasPrice { return } bestBidPrice := bestBid.Price bestAskPrice := bestAsk.Price log.Infof("%s book ticker: best ask / best bid = %v / %v", s.Symbol, bestAskPrice, bestBidPrice) s.lastPrice = bestBidPrice.Add(bestAskPrice).Div(Two) bookLastUpdateTime := s.pricingBook.LastUpdateTime() if _, err := s.bidPriceHeartBeat.Update(bestBid); err != nil { log.WithError(err).Warnf("quote update error, %s price not updating, order book last update: %s ago", s.Symbol, time.Since(bookLastUpdateTime)) } if _, err := s.askPriceHeartBeat.Update(bestAsk); err != nil { log.WithError(err).Warnf("quote update error, %s price not updating, order book last update: %s ago", s.Symbol, time.Since(bookLastUpdateTime)) } balances, err := s.MakerOrderExecutor.Session().Exchange.QueryAccountBalances(ctx) if err != nil { log.WithError(err).Errorf("balance query error") return } log.Infof("balances: %+v", balances.NotZero()) quoteBalance, ok := balances[s.makerMarket.QuoteCurrency] if !ok { return } baseBalance, ok := balances[s.makerMarket.BaseCurrency] if !ok { return } log.Infof("quote balance: %s, base balance: %s", quoteBalance, baseBalance) submitOrders, err := s.generateMakerOrders(s.pricingBook, maxLayer, baseBalance.Available, quoteBalance.Available) if err != nil { log.WithError(err).Errorf("generate order error") return } if len(submitOrders) == 0 { log.Warnf("no orders are generated") return } createdOrders, err := s.MakerOrderExecutor.SubmitOrders(ctx, submitOrders...) if err != nil { log.WithError(err).Errorf("order error: %s", err.Error()) return } s.orderStore.Add(createdOrders...) } func (s *Strategy) cleanUpOpenOrders(ctx context.Context) error { openOrders, err := retry.QueryOpenOrdersUntilSuccessful(ctx, s.makerSession.Exchange, s.Symbol) if err != nil { return err } if len(openOrders) == 0 { return nil } log.Infof("found existing open orders:") types.OrderSlice(openOrders).Print() if err := s.makerSession.Exchange.CancelOrders(ctx, openOrders...); err != nil { return err } return nil } func selectSessions2( sessions map[string]*bbgo.ExchangeSession, n1, n2 string, ) (s1, s2 *bbgo.ExchangeSession, err error) { for _, n := range []string{n1, n2} { if _, ok := sessions[n]; !ok { return nil, nil, fmt.Errorf("session %s is not defined", n) } } s1 = sessions[n1] s2 = sessions[n2] return s1, s2, nil } func averageDepthPrice(pvs types.PriceVolumeSlice) (price fixedpoint.Value, err error) { if len(pvs) == 0 { return fixedpoint.Zero, fmt.Errorf("empty pv slice") } totalQuoteAmount := fixedpoint.Zero totalQuantity := fixedpoint.Zero for i := 0; i < len(pvs); i++ { pv := pvs[i] quoteAmount := fixedpoint.Mul(pv.Volume, pv.Price) totalQuoteAmount = totalQuoteAmount.Add(quoteAmount) totalQuantity = totalQuantity.Add(pv.Volume) } price = totalQuoteAmount.Div(totalQuantity) return price, nil } func min(a, b int) int { if a < b { return a } return b } func bindAuthSignal(ctx context.Context, stream types.Stream, c chan<- struct{}) { stream.OnAuth(func() { select { case <-ctx.Done(): return case c <- struct{}{}: default: } }) }