package grid import ( "context" "github.com/sirupsen/logrus" "github.com/c9s/bbgo/pkg/bbgo" "github.com/c9s/bbgo/pkg/fixedpoint" "github.com/c9s/bbgo/pkg/indicator" "github.com/c9s/bbgo/pkg/types" ) var log = logrus.WithField("strategy", "grid") // The indicators (SMA and EWMA) that we want to use are returning float64 data. type Float64Indicator interface { Last() float64 } func init() { // Register the pointer of the strategy struct, // so that bbgo knows what struct to be used to unmarshal the configs (YAML or JSON) // Note: built-in strategies need to imported manually in the bbgo cmd package. bbgo.RegisterStrategy("grid", &Strategy{}) } type Strategy struct { // The notification system will be injected into the strategy automatically. // This field will be injected automatically since it's a single exchange strategy. *bbgo.Notifiability // OrderExecutor is an interface for submitting order. // This field will be injected automatically since it's a single exchange strategy. bbgo.OrderExecutor // if Symbol string field is defined, bbgo will know it's a symbol-based strategy // The following embedded fields will be injected with the corresponding instances. // MarketDataStore is a pointer only injection field. public trades, k-lines (candlestick) // and order book updates are maintained in the market data store. // This field will be injected automatically since we defined the Symbol field. *bbgo.MarketDataStore // StandardIndicatorSet contains the standard indicators of a market (symbol) // This field will be injected automatically since we defined the Symbol field. *bbgo.StandardIndicatorSet // Market stores the configuration of the market, for example, VolumePrecision, PricePrecision, MinLotSize... etc // This field will be injected automatically since we defined the Symbol field. types.Market // These fields will be filled from the config file (it translates YAML to JSON) Symbol string `json:"symbol"` // Interval is the interval used by the BOLLINGER indicator (which uses K-Line as its source price) Interval types.Interval `json:"interval"` // RepostInterval is the interval for re-posting maker orders RepostInterval types.Interval `json:"repostInterval"` // GridPips is the pips of grid // e.g., 0.001, so that your orders will be submitted at price like 0.127, 0.128, 0.129, 0.130 GridPips fixedpoint.Value `json:"gridPips"` MinProfitSpread fixedpoint.Value `json:"minProfitSpread"` // GridNum is the grid number, how many orders you want to post on the orderbook. GridNum int `json:"gridNumber"` // BaseQuantity is the quantity you want to submit for each order. BaseQuantity float64 `json:"baseQuantity"` // activeOrders is the locally maintained active order book of the maker orders. activeOrders *bbgo.LocalActiveOrderBook // boll is the BOLLINGER indicator we used for predicting the price. boll *indicator.BOLL } func (s *Strategy) Subscribe(session *bbgo.ExchangeSession) { // currently we need the 1m kline to update the last close price and indicators session.Subscribe(types.KLineChannel, s.Symbol, types.SubscribeOptions{Interval: s.Interval.String()}) } func (s *Strategy) updateBidOrders(orderExecutor bbgo.OrderExecutor, session *bbgo.ExchangeSession) { quoteCurrency := s.Market.QuoteCurrency balances := session.Account.Balances() balance, ok := balances[quoteCurrency] if !ok || balance.Available <= 0.0 { return } var numOrders = s.GridNum - s.activeOrders.NumOfBids() if numOrders <= 0 { return } var downBand = s.boll.LastDownBand() if downBand <= 0.0 { return } var startPrice = downBand var submitOrders []types.SubmitOrder for i := 0; i < numOrders; i++ { submitOrders = append(submitOrders, types.SubmitOrder{ Symbol: s.Symbol, Side: types.SideTypeBuy, Type: types.OrderTypeLimit, Market: s.Market, Quantity: s.BaseQuantity, Price: startPrice, TimeInForce: "GTC", }) startPrice -= s.GridPips.Float64() } orders, err := orderExecutor.SubmitOrders(context.Background(), submitOrders...) if err != nil { log.WithError(err).Error("submit bid order error") return } s.activeOrders.Add(orders...) } func (s *Strategy) updateAskOrders(orderExecutor bbgo.OrderExecutor, session *bbgo.ExchangeSession) { baseCurrency := s.Market.BaseCurrency balances := session.Account.Balances() balance, ok := balances[baseCurrency] if !ok || balance.Available <= 0.0 { return } var numOrders = s.GridNum - s.activeOrders.NumOfAsks() if numOrders <= 0 { return } var upBand = s.boll.LastUpBand() if upBand <= 0.0 { return } var startPrice = upBand var submitOrders []types.SubmitOrder for i := 0; i < numOrders; i++ { submitOrders = append(submitOrders, types.SubmitOrder{ Symbol: s.Symbol, Side: types.SideTypeSell, Type: types.OrderTypeLimit, Market: s.Market, Quantity: s.BaseQuantity, Price: startPrice, TimeInForce: "GTC", }) startPrice += s.GridPips.Float64() } orders, err := orderExecutor.SubmitOrders(context.Background(), submitOrders...) if err != nil { log.WithError(err).Error("submit ask order error") return } log.Infof("adding orders to the active ask order pool...") s.activeOrders.Add(orders...) } func (s *Strategy) updateOrders(orderExecutor bbgo.OrderExecutor, session *bbgo.ExchangeSession) { // skip order updates if up-band - down-band < min profit spread if (s.boll.LastUpBand() - s.boll.LastDownBand()) <= s.MinProfitSpread.Float64() { log.Infof("boll: down band price == up band price, skipping...") return } if err := session.Exchange.CancelOrders(context.Background(), s.activeOrders.Orders()...); err != nil { log.WithError(err).Errorf("cancel order error") } log.Infof("checking grid orders, bids=%d asks=%d", s.activeOrders.Bids.Len(), s.activeOrders.Asks.Len()) s.activeOrders.Print() if s.activeOrders.Bids.Len() < s.GridNum { _, ok := session.Account.Balance(s.Market.QuoteCurrency) if ok { log.Infof("active bid orders not enough: %d < %d, updating...", s.activeOrders.Bids.Len(), s.GridNum) s.updateBidOrders(orderExecutor, session) } } if s.activeOrders.Asks.Len() < s.GridNum { _, ok := session.Account.Balance(s.Market.BaseCurrency) // TODO: add base asset quantity check, think about how to reuse the risk control executor if ok { log.Infof("active ask orders not enough: %d < %d, updating...", s.activeOrders.Asks.Len(), s.GridNum) s.updateAskOrders(orderExecutor, session) } } } func (s *Strategy) orderUpdateHandler(order types.Order) { if order.Symbol != s.Symbol { return } log.Infof("received order update: %+v", order) switch order.Status { case types.OrderStatusFilled: s.WriteOff(order) case types.OrderStatusCanceled, types.OrderStatusRejected: log.Infof("order status %s, removing %d from the active order pool...", order.Status, order.OrderID) s.activeOrders.Delete(order) default: log.Infof("order status %s, updating %d to the active order pool...", order.Status, order.OrderID) s.activeOrders.Add(order) } } func (s *Strategy) Run(ctx context.Context, orderExecutor bbgo.OrderExecutor, session *bbgo.ExchangeSession) error { if s.GridNum == 0 { s.GridNum = 2 } s.boll = s.StandardIndicatorSet.GetBOLL(types.IntervalWindow{ Interval: s.Interval, Window: 21, }) // we don't persist orders so that we can not clear the previous orders for now. just need time to support this. s.activeOrders = bbgo.NewLocalActiveOrderBook() session.Stream.OnOrderUpdate(s.orderUpdateHandler) // avoid using time ticker since we will need back testing here session.Stream.OnKLineClosed(func(kline types.KLine) { // skip kline events that does not belong to this symbol if kline.Symbol != s.Symbol { log.Infof("%s != %s", kline.Symbol, s.Symbol) return } if (s.RepostInterval != "" && (s.RepostInterval == kline.Interval)) || s.Interval == kline.Interval { // see if we have enough balances and then we create limit orders on the up band and the down band. s.updateOrders(orderExecutor, session) } }) // in order to avoid blocking the stream callbacks, we need to spawn a go routine here to listen to the signal go func() { for { select { case <-ctx.Done(): // TODO: add and fix graceful shutdown _ = session.Exchange.CancelOrders(context.Background(), s.activeOrders.Orders()...) return } } }() return nil } // WriteOff writes off the filled order on the opposite side. // This method does not write off order by order amount or order quantity. func (s *Strategy) WriteOff(order types.Order) bool { b := s.activeOrders if order.Status != types.OrderStatusFilled { return false } switch order.Side { case types.SideTypeSell: // find the filled bid to remove if filledOrder, ok := b.Bids.AnyFilled(); ok { b.Bids.Delete(filledOrder.OrderID) b.Asks.Delete(order.OrderID) return true } case types.SideTypeBuy: // find the filled ask order to remove if filledOrder, ok := b.Asks.AnyFilled(); ok { b.Asks.Delete(filledOrder.OrderID) b.Bids.Delete(order.OrderID) return true } } return false }