package liquiditymaker import ( log "github.com/sirupsen/logrus" "github.com/c9s/bbgo/pkg/bbgo" "github.com/c9s/bbgo/pkg/fixedpoint" "github.com/c9s/bbgo/pkg/types" ) // input: liquidityOrderGenerator( // // totalLiquidityAmount, // startPrice, // endPrice, // numLayers, // quantityScale) // // when side == sell // // priceAsk1 * scale(1) * f = amount1 // priceAsk2 * scale(2) * f = amount2 // priceAsk3 * scale(3) * f = amount3 // // totalLiquidityAmount = priceAsk1 * scale(1) * f + priceAsk2 * scale(2) * f + priceAsk3 * scale(3) * f + .... // totalLiquidityAmount = f * (priceAsk1 * scale(1) + priceAsk2 * scale(2) + priceAsk3 * scale(3) + ....) // f = totalLiquidityAmount / (priceAsk1 * scale(1) + priceAsk2 * scale(2) + priceAsk3 * scale(3) + ....) // // when side == buy // // priceBid1 * scale(1) * f = amount1 type LiquidityOrderGenerator struct { Symbol string Market types.Market logger log.FieldLogger } func (g *LiquidityOrderGenerator) Generate( side types.SideType, totalAmount, startPrice, endPrice fixedpoint.Value, numLayers int, scale bbgo.Scale, ) (orders []types.SubmitOrder) { if g.logger == nil { logger := log.New() logger.SetLevel(log.ErrorLevel) g.logger = logger } g.logger.Infof("generating %s orders with total amount %s from price %s to price %s with %d layers", side, totalAmount.String(), startPrice.String(), endPrice.String(), numLayers, ) layerSpread := endPrice.Sub(startPrice).Div(fixedpoint.NewFromInt(int64(numLayers - 1))) switch side { case types.SideTypeSell: if layerSpread.Compare(g.Market.TickSize) < 0 { layerSpread = g.Market.TickSize } case types.SideTypeBuy: if layerSpread.Compare(g.Market.TickSize.Neg()) > 0 { layerSpread = g.Market.TickSize.Neg() } } g.logger.Infof("side %s layer spread: %s", side, layerSpread.String()) quantityBase := 0.0 var layerPrices []fixedpoint.Value var layerScales []float64 for i := 0; i < numLayers; i++ { fi := fixedpoint.NewFromInt(int64(i)) layerPrice := g.Market.TruncatePrice(startPrice.Add(layerSpread.Mul(fi))) layerPrices = append(layerPrices, layerPrice) layerScale := scale.Call(float64(i + 1)) layerScales = append(layerScales, layerScale) quantityBase += layerPrice.Float64() * layerScale } factor := totalAmount.Float64() / quantityBase g.logger.Infof("liquidity amount base: %f, factor: %f", quantityBase, factor) for i := 0; i < numLayers; i++ { price := layerPrices[i] s := layerScales[i] quantity := g.Market.TruncateQuantity(fixedpoint.NewFromFloat(factor * s)) if g.Market.IsDustQuantity(quantity, price) { continue } orders = append(orders, types.SubmitOrder{ Symbol: g.Symbol, Price: price, Type: types.OrderTypeLimitMaker, Quantity: quantity, Side: side, Market: g.Market, }) } return orders }