package rebalance import ( "context" "fmt" "github.com/sirupsen/logrus" "github.com/c9s/bbgo/pkg/bbgo" "github.com/c9s/bbgo/pkg/fixedpoint" "github.com/c9s/bbgo/pkg/types" ) const ID = "rebalance" var log = logrus.WithField("strategy", ID) func init() { bbgo.RegisterStrategy(ID, &Strategy{}) } type Strategy struct { Notifiability *bbgo.Notifiability Interval types.Interval `json:"interval"` BaseCurrency string `json:"baseCurrency"` TargetWeights types.ValueMap `json:"targetWeights"` Threshold fixedpoint.Value `json:"threshold"` DryRun bool `json:"dryRun"` // max amount to buy or sell per order MaxAmount fixedpoint.Value `json:"maxAmount"` activeOrderBook *bbgo.ActiveOrderBook } func (s *Strategy) Initialize() error { return nil } func (s *Strategy) ID() string { return ID } func (s *Strategy) Validate() error { if len(s.TargetWeights) == 0 { return fmt.Errorf("targetWeights should not be empty") } if !s.TargetWeights.Sum().Eq(fixedpoint.One) { return fmt.Errorf("the sum of targetWeights should be 1") } for currency, weight := range s.TargetWeights { if weight.Float64() < 0 { return fmt.Errorf("%s weight: %f should not less than 0", currency, weight.Float64()) } } if s.Threshold.Sign() < 0 { return fmt.Errorf("threshold should not less than 0") } if s.MaxAmount.Sign() < 0 { return fmt.Errorf("maxAmount shoud not less than 0") } return nil } func (s *Strategy) Subscribe(session *bbgo.ExchangeSession) { session.Subscribe(types.KLineChannel, s.symbols()[0], types.SubscribeOptions{Interval: s.Interval}) } func (s *Strategy) Run(ctx context.Context, orderExecutor bbgo.OrderExecutor, session *bbgo.ExchangeSession) error { s.activeOrderBook = bbgo.NewActiveOrderBook("") s.activeOrderBook.BindStream(session.UserDataStream) markets := session.Markets() for _, symbol := range s.symbols() { if _, ok := markets[symbol]; !ok { return fmt.Errorf("exchange: %s does not supoort matket: %s", session.Exchange.Name(), symbol) } } session.MarketDataStream.OnKLineClosed(func(kline types.KLine) { s.rebalance(ctx, orderExecutor, session) }) return nil } func (s *Strategy) rebalance(ctx context.Context, orderExecutor bbgo.OrderExecutor, session *bbgo.ExchangeSession) { // cancel active orders before rebalance if err := session.Exchange.CancelOrders(ctx, s.activeOrderBook.Orders()...); err != nil { log.WithError(err).Errorf("failed to cancel orders") } submitOrders := s.generateSubmitOrders(ctx, session) for _, order := range submitOrders { log.Infof("generated submit order: %s", order.String()) } if s.DryRun { return } createdOrders, err := orderExecutor.SubmitOrders(ctx, submitOrders...) if err != nil { log.WithError(err).Error("failed to submit orders") return } s.activeOrderBook.Add(createdOrders...) } func (s *Strategy) prices(ctx context.Context, session *bbgo.ExchangeSession) types.ValueMap { m := make(types.ValueMap) tickers, err := session.Exchange.QueryTickers(ctx, s.symbols()...) if err != nil { log.WithError(err).Error("failed to query tickers") return nil } for currency := range s.TargetWeights { if currency == s.BaseCurrency { m[s.BaseCurrency] = fixedpoint.One continue } m[currency] = tickers[currency+s.BaseCurrency].Last } return m } func (s *Strategy) quantities(session *bbgo.ExchangeSession) types.ValueMap { m := make(types.ValueMap) balances := session.GetAccount().Balances() for currency := range s.TargetWeights { m[currency] = balances[currency].Total() } return m } func (s *Strategy) generateSubmitOrders(ctx context.Context, session *bbgo.ExchangeSession) (submitOrders []types.SubmitOrder) { prices := s.prices(ctx, session) marketValues := prices.Mul(s.quantities(session)) currentWeights := marketValues.Normalize() for currency, targetWeight := range s.TargetWeights { if currency == s.BaseCurrency { continue } symbol := currency + s.BaseCurrency currentWeight := currentWeights[currency] currentPrice := prices[currency] log.Infof("%s price: %v, current weight: %v, target weight: %v", symbol, currentPrice, currentWeight, targetWeight) // calculate the difference between current weight and target weight // if the difference is less than threshold, then we will not create the order weightDifference := targetWeight.Sub(currentWeight) if weightDifference.Abs().Compare(s.Threshold) < 0 { log.Infof("%s weight distance |%v - %v| = |%v| less than the threshold: %v", symbol, currentWeight, targetWeight, weightDifference, s.Threshold) continue } quantity := weightDifference.Mul(marketValues.Sum()).Div(currentPrice) side := types.SideTypeBuy if quantity.Sign() < 0 { side = types.SideTypeSell quantity = quantity.Abs() } if s.MaxAmount.Sign() > 0 { quantity = bbgo.AdjustQuantityByMaxAmount(quantity, currentPrice, s.MaxAmount) log.Infof("adjust the quantity %v (%s %s @ %v) by max amount %v", quantity, symbol, side.String(), currentPrice, s.MaxAmount) } log.Debugf("symbol: %v, quantity: %v", symbol, quantity) order := types.SubmitOrder{ Symbol: symbol, Side: side, Type: types.OrderTypeLimit, Quantity: quantity, Price: currentPrice, } submitOrders = append(submitOrders, order) } return submitOrders } func (s *Strategy) symbols() (symbols []string) { for currency := range s.TargetWeights { if currency == s.BaseCurrency { continue } symbols = append(symbols, currency+s.BaseCurrency) } return symbols }