mirror of
https://github.com/c9s/bbgo.git
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1027 lines
29 KiB
Go
1027 lines
29 KiB
Go
package xmaker
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import (
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"context"
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"fmt"
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"math"
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"math/rand"
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"sync"
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"time"
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"github.com/c9s/bbgo/pkg/bbgo"
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"github.com/c9s/bbgo/pkg/exchange/max"
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"github.com/c9s/bbgo/pkg/fixedpoint"
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"github.com/c9s/bbgo/pkg/indicator"
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"github.com/c9s/bbgo/pkg/service"
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"github.com/c9s/bbgo/pkg/types"
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"github.com/c9s/bbgo/pkg/util"
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"github.com/pkg/errors"
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"github.com/sirupsen/logrus"
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)
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var defaultMargin = fixedpoint.NewFromFloat(0.003)
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var localTimeZone *time.Location
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const ID = "xmaker"
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const stateKey = "state-v1"
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var log = logrus.WithField("strategy", ID)
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func init() {
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bbgo.RegisterStrategy(ID, &Strategy{})
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var err error
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localTimeZone, err = time.LoadLocation("Local")
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if err != nil {
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panic(err)
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}
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}
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type State struct {
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HedgePosition fixedpoint.Value `json:"hedgePosition"`
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CoveredPosition fixedpoint.Value `json:"coveredPosition,omitempty"`
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Position *bbgo.Position `json:"position,omitempty"`
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ProfitStats ProfitStats `json:"profitStats,omitempty"`
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}
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type ProfitStats struct {
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MakerExchange types.ExchangeName `json:"makerExchange"`
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AccumulatedMakerVolume fixedpoint.Value `json:"accumulatedMakerVolume,omitempty"`
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AccumulatedMakerBidVolume fixedpoint.Value `json:"accumulatedMakerBidVolume,omitempty"`
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AccumulatedMakerAskVolume fixedpoint.Value `json:"accumulatedMakerAskVolume,omitempty"`
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AccumulatedPnL fixedpoint.Value `json:"accumulatedPnL,omitempty"`
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AccumulatedNetProfit fixedpoint.Value `json:"accumulatedNetProfit,omitempty"`
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AccumulatedProfit fixedpoint.Value `json:"accumulatedProfit,omitempty"`
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AccumulatedLoss fixedpoint.Value `json:"accumulatedLoss,omitempty"`
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AccumulatedSince int64 `json:"accumulatedSince,omitempty"`
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TodayMakerVolume fixedpoint.Value `json:"todayMakerVolume,omitempty"`
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TodayMakerBidVolume fixedpoint.Value `json:"todayMakerBidVolume,omitempty"`
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TodayMakerAskVolume fixedpoint.Value `json:"todayMakerAskVolume,omitempty"`
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TodayPnL fixedpoint.Value `json:"todayPnL,omitempty"`
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TodayNetProfit fixedpoint.Value `json:"todayNetProfit,omitempty"`
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TodayProfit fixedpoint.Value `json:"todayProfit,omitempty"`
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TodayLoss fixedpoint.Value `json:"todayLoss,omitempty"`
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TodaySince int64 `json:"todaySince,omitempty"`
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}
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func (s *ProfitStats) AddProfit(profit, netProfit fixedpoint.Value) {
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s.AccumulatedPnL += profit
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s.AccumulatedNetProfit += netProfit
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s.TodayPnL += profit
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s.TodayNetProfit += netProfit
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if profit < 0 {
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s.AccumulatedLoss += profit
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s.TodayLoss += profit
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} else if profit > 0 {
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s.AccumulatedProfit += profit
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s.TodayProfit += profit
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}
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}
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func (s *ProfitStats) AddTrade(trade types.Trade) {
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if s.IsOver24Hours() {
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s.ResetToday()
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}
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if trade.Exchange == s.MakerExchange {
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s.AccumulatedMakerVolume.AtomicAdd(fixedpoint.NewFromFloat(trade.Quantity))
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s.TodayMakerVolume.AtomicAdd(fixedpoint.NewFromFloat(trade.Quantity))
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switch trade.Side {
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case types.SideTypeSell:
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s.AccumulatedMakerAskVolume.AtomicAdd(fixedpoint.NewFromFloat(trade.Quantity))
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s.TodayMakerAskVolume.AtomicAdd(fixedpoint.NewFromFloat(trade.Quantity))
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case types.SideTypeBuy:
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s.AccumulatedMakerBidVolume.AtomicAdd(fixedpoint.NewFromFloat(trade.Quantity))
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s.TodayMakerBidVolume.AtomicAdd(fixedpoint.NewFromFloat(trade.Quantity))
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}
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}
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}
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func (s *ProfitStats) IsOver24Hours() bool {
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return time.Since(time.Unix(s.TodaySince, 0)) > 24*time.Hour
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}
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func (s *ProfitStats) ResetToday() {
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s.TodayMakerVolume = 0
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s.TodayMakerBidVolume = 0
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s.TodayMakerAskVolume = 0
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s.TodayPnL = 0
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s.TodayNetProfit = 0
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s.TodayProfit = 0
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s.TodayLoss = 0
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var beginningOfTheDay = util.BeginningOfTheDay(time.Now().Local())
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s.TodaySince = beginningOfTheDay.Unix()
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}
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type Strategy struct {
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*bbgo.Graceful
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*bbgo.Notifiability
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*bbgo.Persistence
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Symbol string `json:"symbol"`
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// SourceExchange session name
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SourceExchange string `json:"sourceExchange"`
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// MakerExchange session name
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MakerExchange string `json:"makerExchange"`
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UpdateInterval types.Duration `json:"updateInterval"`
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HedgeInterval types.Duration `json:"hedgeInterval"`
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OrderCancelWaitTime types.Duration `json:"orderCancelWaitTime"`
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Margin fixedpoint.Value `json:"margin"`
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BidMargin fixedpoint.Value `json:"bidMargin"`
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AskMargin fixedpoint.Value `json:"askMargin"`
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UseDepthPrice bool `json:"useDepthPrice"`
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EnableBollBandMargin bool `json:"enableBollBandMargin"`
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BollBandInterval types.Interval `json:"bollBandInterval"`
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BollBandMargin fixedpoint.Value `json:"bollBandMargin"`
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BollBandMarginFactor fixedpoint.Value `json:"bollBandMarginFactor"`
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StopHedgeQuoteBalance fixedpoint.Value `json:"stopHedgeQuoteBalance"`
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StopHedgeBaseBalance fixedpoint.Value `json:"stopHedgeBaseBalance"`
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// Quantity is used for fixed quantity of the first layer
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Quantity fixedpoint.Value `json:"quantity"`
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// QuantityMultiplier is the factor that multiplies the quantity of the previous layer
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QuantityMultiplier fixedpoint.Value `json:"quantityMultiplier"`
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// QuantityScale helps user to define the quantity by layer scale
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QuantityScale *bbgo.LayerScale `json:"quantityScale,omitempty"`
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// MaxExposurePosition defines the unhedged quantity of stop
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MaxExposurePosition fixedpoint.Value `json:"maxExposurePosition"`
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DisableHedge bool `json:"disableHedge"`
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NotifyTrade bool `json:"notifyTrade"`
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NumLayers int `json:"numLayers"`
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// Pips is the pips of the layer prices
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Pips fixedpoint.Value `json:"pips"`
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// --------------------------------
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// private field
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makerSession *bbgo.ExchangeSession
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sourceSession *bbgo.ExchangeSession
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sourceMarket types.Market
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makerMarket types.Market
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// boll is the BOLLINGER indicator we used for predicting the price.
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boll *indicator.BOLL
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state *State
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book *types.StreamOrderBook
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activeMakerOrders *bbgo.LocalActiveOrderBook
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orderStore *bbgo.OrderStore
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tradeStore *bbgo.TradeStore
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tradeC chan types.Trade
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lastPrice float64
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groupID uint32
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stopC chan struct{}
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}
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func (s *Strategy) ID() string {
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return ID
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}
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func (s *Strategy) CrossSubscribe(sessions map[string]*bbgo.ExchangeSession) {
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sourceSession, ok := sessions[s.SourceExchange]
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if !ok {
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panic(fmt.Errorf("source session %s is not defined", s.SourceExchange))
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}
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sourceSession.Subscribe(types.BookChannel, s.Symbol, types.SubscribeOptions{})
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sourceSession.Subscribe(types.KLineChannel, s.Symbol, types.SubscribeOptions{Interval: "1m"})
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makerSession, ok := sessions[s.MakerExchange]
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if !ok {
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panic(fmt.Errorf("maker session %s is not defined", s.MakerExchange))
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}
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makerSession.Subscribe(types.KLineChannel, s.Symbol, types.SubscribeOptions{Interval: "1m"})
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}
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func aggregatePrice(pvs types.PriceVolumeSlice, requiredQuantity fixedpoint.Value) (price fixedpoint.Value) {
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q := requiredQuantity
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totalAmount := fixedpoint.Value(0)
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if len(pvs) == 0 {
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price = 0
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return price
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} else if pvs[0].Volume >= requiredQuantity {
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return pvs[0].Price
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}
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for i := 0; i < len(pvs); i++ {
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pv := pvs[i]
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if pv.Volume >= q {
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totalAmount += q.Mul(pv.Price)
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break
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}
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q -= pv.Volume
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totalAmount += pv.Volume.Mul(pv.Price)
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}
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price = totalAmount.Div(requiredQuantity)
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return price
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}
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func (s *Strategy) updateQuote(ctx context.Context, orderExecutionRouter bbgo.OrderExecutionRouter) {
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if err := s.makerSession.Exchange.CancelOrders(ctx, s.activeMakerOrders.Orders()...); err != nil {
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log.WithError(err).Errorf("can not cancel %s orders", s.Symbol)
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return
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}
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// avoid unlock issue and wait for the balance update
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if s.OrderCancelWaitTime > 0 {
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time.Sleep(s.OrderCancelWaitTime.Duration())
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} else {
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// use the default wait time
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time.Sleep(500 * time.Millisecond)
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}
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if s.activeMakerOrders.NumOfAsks() > 0 || s.activeMakerOrders.NumOfBids() > 0 {
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log.Warnf("there are some %s orders not canceled, skipping placing maker orders", s.Symbol)
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s.activeMakerOrders.Print()
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return
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}
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bestBid, bestAsk, hasPrice := s.book.BestBidAndAsk()
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if !hasPrice {
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return
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}
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sourceBook := s.book.CopyDepth(20)
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if valid, err := sourceBook.IsValid(); !valid {
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log.WithError(err).Errorf("%s invalid copied order book, skip quoting: %v", s.Symbol, err)
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return
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}
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var disableMakerBid = false
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var disableMakerAsk = false
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// check maker's balance quota
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// we load the balances from the account while we're generating the orders,
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// the balance may have a chance to be deducted by other strategies or manual orders submitted by the user
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makerBalances := s.makerSession.Account.Balances()
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makerQuota := &bbgo.QuotaTransaction{}
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if b, ok := makerBalances[s.makerMarket.BaseCurrency]; ok {
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if b.Available.Float64() > s.makerMarket.MinQuantity {
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makerQuota.BaseAsset.Add(b.Available)
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} else {
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disableMakerAsk = true
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}
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}
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if b, ok := makerBalances[s.makerMarket.QuoteCurrency]; ok {
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if b.Available.Float64() > s.makerMarket.MinNotional {
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makerQuota.QuoteAsset.Add(b.Available)
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} else {
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disableMakerBid = true
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}
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}
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hedgeBalances := s.sourceSession.Account.Balances()
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hedgeQuota := &bbgo.QuotaTransaction{}
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if b, ok := hedgeBalances[s.sourceMarket.BaseCurrency]; ok {
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// to make bid orders, we need enough base asset in the foreign exchange,
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// if the base asset balance is not enough for selling
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if s.StopHedgeBaseBalance > 0 {
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if b.Available > (s.StopHedgeBaseBalance + fixedpoint.NewFromFloat(s.sourceMarket.MinQuantity)) {
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hedgeQuota.BaseAsset.Add(b.Available - s.StopHedgeBaseBalance - fixedpoint.NewFromFloat(s.sourceMarket.MinQuantity))
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} else {
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log.Warnf("%s maker bid disabled: insufficient base balance %s", s.Symbol, b.String())
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disableMakerBid = true
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}
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} else if b.Available.Float64() > s.sourceMarket.MinQuantity {
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hedgeQuota.BaseAsset.Add(b.Available)
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} else {
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log.Warnf("%s maker bid disabled: insufficient base balance %s", s.Symbol, b.String())
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disableMakerBid = true
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}
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}
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if b, ok := hedgeBalances[s.sourceMarket.QuoteCurrency]; ok {
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// to make ask orders, we need enough quote asset in the foreign exchange,
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// if the quote asset balance is not enough for buying
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if s.StopHedgeQuoteBalance > 0 {
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if b.Available > (s.StopHedgeQuoteBalance + fixedpoint.NewFromFloat(s.sourceMarket.MinNotional)) {
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hedgeQuota.QuoteAsset.Add(b.Available - s.StopHedgeQuoteBalance - fixedpoint.NewFromFloat(s.sourceMarket.MinNotional))
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} else {
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log.Warnf("%s maker ask disabled: insufficient quote balance %s", s.Symbol, b.String())
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disableMakerAsk = true
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}
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} else if b.Available.Float64() > s.sourceMarket.MinNotional {
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hedgeQuota.QuoteAsset.Add(b.Available)
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} else {
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log.Warnf("%s maker ask disabled: insufficient quote balance %s", s.Symbol, b.String())
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disableMakerAsk = true
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}
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}
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// if max exposure position is configured, we should not:
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// 1. place bid orders when we already bought too much
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// 2. place ask orders when we already sold too much
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if s.MaxExposurePosition > 0 {
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pos := s.state.HedgePosition.AtomicLoad()
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if pos < -s.MaxExposurePosition {
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// stop sell if we over-sell
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disableMakerAsk = true
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} else if pos > s.MaxExposurePosition {
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// stop buy if we over buy
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disableMakerBid = true
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}
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}
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if disableMakerAsk && disableMakerBid {
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log.Warnf("%s bid/ask maker is disabled due to insufficient balances", s.Symbol)
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return
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}
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bestBidPrice := bestBid.Price
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bestAskPrice := bestAsk.Price
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log.Infof("%s book ticker: best ask / best bid = %f / %f", s.Symbol, bestAskPrice.Float64(), bestBidPrice.Float64())
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var submitOrders []types.SubmitOrder
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var accumulativeBidQuantity, accumulativeAskQuantity fixedpoint.Value
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var bidQuantity = s.Quantity
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var askQuantity = s.Quantity
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var bidMargin = s.BidMargin
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var askMargin = s.AskMargin
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var pips = s.Pips
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if s.EnableBollBandMargin {
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lastDownBand := s.boll.LastDownBand()
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lastUpBand := s.boll.LastUpBand()
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// when bid price is lower than the down band, then it's in the downtrend
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// when ask price is higher than the up band, then it's in the uptrend
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if bestBidPrice.Float64() < lastDownBand {
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// ratio here should be greater than 1.00
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ratio := lastDownBand / bestBidPrice.Float64()
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// so that the original bid margin can be multiplied by 1.x
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bollMargin := s.BollBandMargin.MulFloat64(ratio).Mul(s.BollBandMarginFactor)
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log.Infof("%s bollband downtrend: adjusting ask margin %f + %f = %f",
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s.Symbol,
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askMargin.Float64(),
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bollMargin.Float64(),
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(askMargin + bollMargin).Float64())
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askMargin = askMargin + bollMargin
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pips = pips.MulFloat64(ratio)
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}
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if bestAskPrice.Float64() > lastUpBand {
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// ratio here should be greater than 1.00
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ratio := bestAskPrice.Float64() / lastUpBand
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// so that the original bid margin can be multiplied by 1.x
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bollMargin := s.BollBandMargin.MulFloat64(ratio).Mul(s.BollBandMarginFactor)
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log.Infof("%s bollband uptrend adjusting bid margin %f + %f = %f",
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s.Symbol,
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bidMargin.Float64(),
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bollMargin.Float64(),
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(bidMargin + bollMargin).Float64())
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bidMargin = bidMargin + bollMargin
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pips = pips.MulFloat64(ratio)
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}
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}
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bidPrice := bestBidPrice
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askPrice := bestAskPrice
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for i := 0; i < s.NumLayers; i++ {
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// for maker bid orders
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if !disableMakerBid {
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if s.QuantityScale != nil {
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qf, err := s.QuantityScale.Scale(i + 1)
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if err != nil {
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log.WithError(err).Errorf("quantityScale error")
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return
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}
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log.Infof("%s scaling bid #%d quantity to %f", s.Symbol, i+1, qf)
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// override the default bid quantity
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bidQuantity = fixedpoint.NewFromFloat(qf)
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}
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accumulativeBidQuantity += bidQuantity
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if s.UseDepthPrice {
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bidPrice = aggregatePrice(sourceBook.SideBook(types.SideTypeBuy), accumulativeBidQuantity)
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}
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bidPrice = bidPrice.MulFloat64(1.0 - bidMargin.Float64())
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if i > 0 && pips > 0 {
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bidPrice -= pips.MulFloat64(s.makerMarket.TickSize)
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}
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if makerQuota.QuoteAsset.Lock(bidQuantity.Mul(bidPrice)) && hedgeQuota.BaseAsset.Lock(bidQuantity) {
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// if we bought, then we need to sell the base from the hedge session
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submitOrders = append(submitOrders, types.SubmitOrder{
|
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Symbol: s.Symbol,
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Type: types.OrderTypeLimit,
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Side: types.SideTypeBuy,
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Price: bidPrice.Float64(),
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Quantity: bidQuantity.Float64(),
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TimeInForce: "GTC",
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GroupID: s.groupID,
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})
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makerQuota.Commit()
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hedgeQuota.Commit()
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} else {
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makerQuota.Rollback()
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hedgeQuota.Rollback()
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}
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if s.QuantityMultiplier > 0 {
|
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bidQuantity = bidQuantity.Mul(s.QuantityMultiplier)
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}
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}
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// for maker ask orders
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if !disableMakerAsk {
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if s.QuantityScale != nil {
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qf, err := s.QuantityScale.Scale(i + 1)
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if err != nil {
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log.WithError(err).Errorf("quantityScale error")
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return
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}
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log.Infof("%s scaling ask #%d quantity to %f", s.Symbol, i+1, qf)
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// override the default bid quantity
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askQuantity = fixedpoint.NewFromFloat(qf)
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}
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accumulativeAskQuantity += askQuantity
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if s.UseDepthPrice {
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askPrice = aggregatePrice(sourceBook.SideBook(types.SideTypeSell), accumulativeAskQuantity)
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}
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askPrice = askPrice.MulFloat64(1.0 + askMargin.Float64())
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if i > 0 && pips > 0 {
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askPrice -= pips.MulFloat64(s.makerMarket.TickSize)
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}
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if makerQuota.BaseAsset.Lock(askQuantity) && hedgeQuota.QuoteAsset.Lock(askQuantity.Mul(askPrice)) {
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// if we bought, then we need to sell the base from the hedge session
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submitOrders = append(submitOrders, types.SubmitOrder{
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Symbol: s.Symbol,
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Market: s.makerMarket,
|
|
Type: types.OrderTypeLimit,
|
|
Side: types.SideTypeSell,
|
|
Price: askPrice.Float64(),
|
|
Quantity: askQuantity.Float64(),
|
|
TimeInForce: "GTC",
|
|
GroupID: s.groupID,
|
|
})
|
|
makerQuota.Commit()
|
|
hedgeQuota.Commit()
|
|
} else {
|
|
makerQuota.Rollback()
|
|
hedgeQuota.Rollback()
|
|
}
|
|
|
|
if s.QuantityMultiplier > 0 {
|
|
askQuantity = askQuantity.Mul(s.QuantityMultiplier)
|
|
}
|
|
}
|
|
}
|
|
|
|
if len(submitOrders) == 0 {
|
|
log.Warnf("no orders generated")
|
|
return
|
|
}
|
|
|
|
makerOrders, err := orderExecutionRouter.SubmitOrdersTo(ctx, s.MakerExchange, submitOrders...)
|
|
if err != nil {
|
|
log.WithError(err).Errorf("order error: %s", err.Error())
|
|
return
|
|
}
|
|
|
|
s.activeMakerOrders.Add(makerOrders...)
|
|
s.orderStore.Add(makerOrders...)
|
|
}
|
|
|
|
func (s *Strategy) Hedge(ctx context.Context, pos fixedpoint.Value) {
|
|
side := types.SideTypeBuy
|
|
if pos == 0 {
|
|
return
|
|
}
|
|
|
|
quantity := fixedpoint.Abs(pos)
|
|
|
|
if pos < 0 {
|
|
side = types.SideTypeSell
|
|
}
|
|
|
|
lastPrice := s.lastPrice
|
|
sourceBook := s.book.CopyDepth(1)
|
|
switch side {
|
|
|
|
case types.SideTypeBuy:
|
|
if bestAsk, ok := sourceBook.BestAsk(); ok {
|
|
lastPrice = bestAsk.Price.Float64()
|
|
}
|
|
|
|
case types.SideTypeSell:
|
|
if bestBid, ok := sourceBook.BestBid(); ok {
|
|
lastPrice = bestBid.Price.Float64()
|
|
}
|
|
}
|
|
|
|
notional := quantity.MulFloat64(lastPrice)
|
|
if notional.Float64() <= s.sourceMarket.MinNotional {
|
|
log.Warnf("%s %f less than min notional, skipping hedge", s.Symbol, notional.Float64())
|
|
return
|
|
}
|
|
|
|
// adjust quantity according to the balances
|
|
account := s.sourceSession.Account
|
|
switch side {
|
|
|
|
case types.SideTypeBuy:
|
|
// check quote quantity
|
|
if quote, ok := account.Balance(s.sourceMarket.QuoteCurrency); ok {
|
|
if quote.Available < notional {
|
|
// adjust price to higher 0.1%, so that we can ensure that the order can be executed
|
|
quantity = bbgo.AdjustQuantityByMaxAmount(quantity, fixedpoint.NewFromFloat(lastPrice*1.001), quote.Available)
|
|
}
|
|
}
|
|
|
|
case types.SideTypeSell:
|
|
// check quote quantity
|
|
if base, ok := account.Balance(s.sourceMarket.BaseCurrency); ok {
|
|
if base.Available < quantity {
|
|
quantity = base.Available
|
|
}
|
|
}
|
|
|
|
}
|
|
|
|
log.Infof("submitting %s hedge order %s %f", s.Symbol, side.String(), quantity.Float64())
|
|
s.Notifiability.Notify("Submitting %s hedge order %s %f", s.Symbol, side.String(), quantity.Float64())
|
|
|
|
orderExecutor := &bbgo.ExchangeOrderExecutor{Session: s.sourceSession}
|
|
returnOrders, err := orderExecutor.SubmitOrders(ctx, types.SubmitOrder{
|
|
Market: s.sourceMarket,
|
|
Symbol: s.Symbol,
|
|
Type: types.OrderTypeMarket,
|
|
Side: side,
|
|
Quantity: quantity.Float64(),
|
|
})
|
|
|
|
if err != nil {
|
|
log.WithError(err).Errorf("market order submit error: %s", err.Error())
|
|
return
|
|
}
|
|
|
|
// if it's selling, than we should add positive position
|
|
if side == types.SideTypeSell {
|
|
s.state.CoveredPosition.AtomicAdd(quantity)
|
|
} else {
|
|
s.state.CoveredPosition.AtomicAdd(-quantity)
|
|
}
|
|
|
|
s.orderStore.Add(returnOrders...)
|
|
}
|
|
|
|
func (s *Strategy) handleTrade(trade types.Trade) {
|
|
s.tradeC <- trade
|
|
}
|
|
|
|
func (s *Strategy) processTrade(trade types.Trade) {
|
|
log.Infof("processing trade %+v", trade)
|
|
if trade.Symbol != s.Symbol {
|
|
return
|
|
}
|
|
|
|
if !s.orderStore.Exists(trade.OrderID) {
|
|
return
|
|
}
|
|
|
|
if s.NotifyTrade {
|
|
s.Notifiability.Notify(trade)
|
|
}
|
|
|
|
log.Infof("identified %s trade %d with an existing order: %d", trade.Symbol, trade.ID, trade.OrderID)
|
|
|
|
q := fixedpoint.NewFromFloat(trade.Quantity)
|
|
switch trade.Side {
|
|
case types.SideTypeSell:
|
|
q = -q
|
|
|
|
case types.SideTypeBuy:
|
|
|
|
case types.SideTypeSelf:
|
|
// ignore self trades
|
|
log.Warnf("ignore self trade")
|
|
return
|
|
|
|
default:
|
|
log.Infof("ignore non sell/buy side trades, got: %v", trade.Side)
|
|
return
|
|
|
|
}
|
|
|
|
s.state.HedgePosition.AtomicAdd(q)
|
|
|
|
if trade.Exchange == s.sourceSession.ExchangeName {
|
|
s.state.CoveredPosition.AtomicAdd(q)
|
|
}
|
|
|
|
s.state.ProfitStats.AddTrade(trade)
|
|
|
|
if profit, netProfit, madeProfit := s.state.Position.AddTrade(trade); madeProfit {
|
|
s.state.ProfitStats.AddProfit(profit, netProfit)
|
|
|
|
profitMargin := profit.DivFloat64(trade.QuoteQuantity)
|
|
netProfitMargin := netProfit.DivFloat64(trade.QuoteQuantity)
|
|
|
|
since := time.Unix(s.state.ProfitStats.AccumulatedSince, 0).Local()
|
|
|
|
s.Notify("%s trade profit %s %f %s (%.2f%%), net profit =~ %f %s (%.2f%%),\n"+
|
|
"today profit %f %s,\n"+
|
|
"today net profit %f %s,\n"+
|
|
"today trade loss %f %s\n"+
|
|
"accumulated profit %f %s,\n"+
|
|
"accumulated net profit %f %s,\n"+
|
|
"accumulated trade loss %f %s\n"+
|
|
"since %s",
|
|
s.Symbol,
|
|
pnlEmoji(profit),
|
|
profit.Float64(), s.state.Position.QuoteCurrency,
|
|
profitMargin.Float64()*100.0,
|
|
netProfit.Float64(), s.state.Position.QuoteCurrency,
|
|
netProfitMargin.Float64()*100.0,
|
|
|
|
s.state.ProfitStats.TodayPnL.Float64(), s.state.Position.QuoteCurrency,
|
|
s.state.ProfitStats.TodayNetProfit.Float64(), s.state.Position.QuoteCurrency,
|
|
s.state.ProfitStats.TodayLoss.Float64(), s.state.Position.QuoteCurrency,
|
|
|
|
s.state.ProfitStats.AccumulatedPnL.Float64(), s.state.Position.QuoteCurrency,
|
|
s.state.ProfitStats.AccumulatedNetProfit.Float64(), s.state.Position.QuoteCurrency,
|
|
s.state.ProfitStats.AccumulatedLoss.Float64(), s.state.Position.QuoteCurrency,
|
|
since.Format(time.RFC822),
|
|
)
|
|
|
|
} else {
|
|
log.Infof("position changed: %s", s.state.Position)
|
|
s.Notify(s.state.Position)
|
|
}
|
|
|
|
s.lastPrice = trade.Price
|
|
|
|
if err := s.SaveState(); err != nil {
|
|
log.WithError(err).Error("save state error")
|
|
}
|
|
}
|
|
|
|
func (s *Strategy) Validate() error {
|
|
if s.Quantity == 0 || s.QuantityScale == nil {
|
|
return errors.New("quantity or quantityScale can not be empty")
|
|
}
|
|
|
|
if s.QuantityMultiplier != 0 && s.QuantityMultiplier < 0 {
|
|
return errors.New("quantityMultiplier can not be a negative number")
|
|
}
|
|
|
|
if len(s.Symbol) == 0 {
|
|
return errors.New("symbol is required")
|
|
}
|
|
|
|
return nil
|
|
}
|
|
|
|
func (s *Strategy) LoadState() error {
|
|
var state State
|
|
|
|
// load position
|
|
if err := s.Persistence.Load(&state, ID, s.Symbol, stateKey); err != nil {
|
|
if err != service.ErrPersistenceNotExists {
|
|
return err
|
|
}
|
|
|
|
s.state = &State{}
|
|
} else {
|
|
s.state = &state
|
|
log.Infof("state is restored: %+v", s.state)
|
|
}
|
|
|
|
// if position is nil, we need to allocate a new position for calculation
|
|
if s.state.Position == nil {
|
|
s.state.Position = &bbgo.Position{
|
|
Symbol: s.Symbol,
|
|
BaseCurrency: s.makerMarket.BaseCurrency,
|
|
QuoteCurrency: s.makerMarket.QuoteCurrency,
|
|
}
|
|
}
|
|
|
|
s.state.ProfitStats.MakerExchange = s.makerSession.ExchangeName
|
|
if s.state.ProfitStats.AccumulatedSince == 0 {
|
|
s.state.ProfitStats.AccumulatedSince = time.Now().Unix()
|
|
}
|
|
|
|
return nil
|
|
}
|
|
|
|
func (s *Strategy) SaveState() error {
|
|
if err := s.Persistence.Save(s.state, ID, s.Symbol, stateKey); err != nil {
|
|
return err
|
|
} else {
|
|
log.Infof("state is saved => %+v", s.state)
|
|
}
|
|
return nil
|
|
}
|
|
|
|
func (s *Strategy) CrossRun(ctx context.Context, orderExecutionRouter bbgo.OrderExecutionRouter, sessions map[string]*bbgo.ExchangeSession) error {
|
|
// buffer 100 trades in the channel
|
|
s.tradeC = make(chan types.Trade, 100)
|
|
|
|
if s.BollBandInterval == "" {
|
|
s.BollBandInterval = types.Interval1m
|
|
}
|
|
|
|
if s.BollBandMarginFactor == 0 {
|
|
s.BollBandMarginFactor = fixedpoint.NewFromFloat(1.0)
|
|
}
|
|
if s.BollBandMargin == 0 {
|
|
s.BollBandMargin = fixedpoint.NewFromFloat(0.001)
|
|
}
|
|
|
|
// configure default values
|
|
if s.UpdateInterval == 0 {
|
|
s.UpdateInterval = types.Duration(time.Second)
|
|
}
|
|
|
|
if s.HedgeInterval == 0 {
|
|
s.HedgeInterval = types.Duration(10 * time.Second)
|
|
}
|
|
|
|
if s.NumLayers == 0 {
|
|
s.NumLayers = 1
|
|
}
|
|
|
|
if s.BidMargin == 0 {
|
|
if s.Margin != 0 {
|
|
s.BidMargin = s.Margin
|
|
} else {
|
|
s.BidMargin = defaultMargin
|
|
}
|
|
}
|
|
|
|
if s.AskMargin == 0 {
|
|
if s.Margin != 0 {
|
|
s.AskMargin = s.Margin
|
|
} else {
|
|
s.AskMargin = defaultMargin
|
|
}
|
|
}
|
|
|
|
// configure sessions
|
|
sourceSession, ok := sessions[s.SourceExchange]
|
|
if !ok {
|
|
return fmt.Errorf("source exchange session %s is not defined", s.SourceExchange)
|
|
}
|
|
|
|
s.sourceSession = sourceSession
|
|
|
|
makerSession, ok := sessions[s.MakerExchange]
|
|
if !ok {
|
|
return fmt.Errorf("maker exchange session %s is not defined", s.MakerExchange)
|
|
}
|
|
|
|
s.makerSession = makerSession
|
|
|
|
s.sourceMarket, ok = s.sourceSession.Market(s.Symbol)
|
|
if !ok {
|
|
return fmt.Errorf("source session market %s is not defined", s.Symbol)
|
|
}
|
|
|
|
s.makerMarket, ok = s.makerSession.Market(s.Symbol)
|
|
if !ok {
|
|
return fmt.Errorf("maker session market %s is not defined", s.Symbol)
|
|
}
|
|
|
|
standardIndicatorSet, ok := s.sourceSession.StandardIndicatorSet(s.Symbol)
|
|
if !ok {
|
|
return fmt.Errorf("%s standard indicator set not found", s.Symbol)
|
|
}
|
|
|
|
s.boll = standardIndicatorSet.BOLL(types.IntervalWindow{
|
|
Interval: s.BollBandInterval,
|
|
Window: 21,
|
|
}, 1.0)
|
|
|
|
// restore state
|
|
instanceID := fmt.Sprintf("%s-%s", ID, s.Symbol)
|
|
s.groupID = max.GenerateGroupID(instanceID)
|
|
log.Infof("using group id %d from fnv(%s)", s.groupID, instanceID)
|
|
|
|
if err := s.LoadState(); err != nil {
|
|
return err
|
|
} else {
|
|
s.Notify("%s position is restored => %f", s.Symbol, s.state.HedgePosition.Float64())
|
|
}
|
|
|
|
if s.makerSession.MakerFeeRate > 0 || s.makerSession.TakerFeeRate > 0 {
|
|
s.state.Position.SetExchangeFeeRate(types.ExchangeName(s.MakerExchange), bbgo.ExchangeFee{
|
|
MakerFeeRate: s.makerSession.MakerFeeRate,
|
|
TakerFeeRate: s.makerSession.TakerFeeRate,
|
|
})
|
|
}
|
|
|
|
if s.sourceSession.MakerFeeRate > 0 || s.sourceSession.TakerFeeRate > 0 {
|
|
s.state.Position.SetExchangeFeeRate(types.ExchangeName(s.SourceExchange), bbgo.ExchangeFee{
|
|
MakerFeeRate: s.sourceSession.MakerFeeRate,
|
|
TakerFeeRate: s.sourceSession.TakerFeeRate,
|
|
})
|
|
}
|
|
|
|
s.book = types.NewStreamBook(s.Symbol)
|
|
s.book.BindStream(s.sourceSession.MarketDataStream)
|
|
|
|
s.sourceSession.UserDataStream.OnTradeUpdate(s.handleTrade)
|
|
s.makerSession.UserDataStream.OnTradeUpdate(s.handleTrade)
|
|
|
|
s.activeMakerOrders = bbgo.NewLocalActiveOrderBook()
|
|
s.activeMakerOrders.BindStream(s.makerSession.UserDataStream)
|
|
|
|
s.tradeStore = bbgo.NewTradeStore(s.Symbol)
|
|
|
|
s.orderStore = bbgo.NewOrderStore(s.Symbol)
|
|
s.orderStore.BindStream(s.sourceSession.UserDataStream)
|
|
s.orderStore.BindStream(s.makerSession.UserDataStream)
|
|
|
|
s.stopC = make(chan struct{})
|
|
|
|
go func() {
|
|
posTicker := time.NewTicker(durationJitter(s.HedgeInterval.Duration(), 200))
|
|
defer posTicker.Stop()
|
|
|
|
quoteTicker := time.NewTicker(durationJitter(s.UpdateInterval.Duration(), 200))
|
|
defer quoteTicker.Stop()
|
|
|
|
defer func() {
|
|
if err := s.makerSession.Exchange.CancelOrders(context.Background(), s.activeMakerOrders.Orders()...); err != nil {
|
|
log.WithError(err).Errorf("can not cancel %s orders", s.Symbol)
|
|
}
|
|
}()
|
|
|
|
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 <-quoteTicker.C:
|
|
s.updateQuote(ctx, orderExecutionRouter)
|
|
|
|
case trade := <-s.tradeC:
|
|
log.Infof("recieved trade %+v", trade)
|
|
if s.orderStore.Exists(trade.OrderID) {
|
|
s.processTrade(trade)
|
|
} else {
|
|
// buffer this trade to the next tick of hedge
|
|
s.tradeStore.Add(trade)
|
|
}
|
|
|
|
case <-posTicker.C:
|
|
// process pending trades
|
|
if s.tradeStore.Num() > 0 {
|
|
for _, trade := range s.tradeStore.Trades() {
|
|
if s.orderStore.Exists(trade.OrderID) {
|
|
s.processTrade(trade)
|
|
}
|
|
}
|
|
s.tradeStore.Clear()
|
|
}
|
|
|
|
// for positive position:
|
|
// uncover position = 5 - 3 (covered position) = 2
|
|
// for negative position:
|
|
// uncover position = -5 - -3 (covered position) = -2
|
|
position := s.state.HedgePosition.AtomicLoad()
|
|
uncoverPosition := position - s.state.CoveredPosition.AtomicLoad()
|
|
absPos := math.Abs(uncoverPosition.Float64())
|
|
if !s.DisableHedge && absPos > s.sourceMarket.MinQuantity {
|
|
s.Hedge(ctx, -uncoverPosition)
|
|
}
|
|
}
|
|
}
|
|
}()
|
|
|
|
s.Graceful.OnShutdown(func(ctx context.Context, wg *sync.WaitGroup) {
|
|
defer wg.Done()
|
|
|
|
close(s.stopC)
|
|
|
|
// wait for the quoter to stop
|
|
time.Sleep(s.UpdateInterval.Duration())
|
|
|
|
// ensure every order is cancelled
|
|
for s.activeMakerOrders.NumOfOrders() > 0 {
|
|
orders := s.activeMakerOrders.Orders()
|
|
log.Warnf("%d orders are not cancelled yet:", len(orders))
|
|
s.activeMakerOrders.Print()
|
|
|
|
if err := s.makerSession.Exchange.CancelOrders(ctx, s.activeMakerOrders.Orders()...); err != nil {
|
|
log.WithError(err).Errorf("can not cancel %s orders", s.Symbol)
|
|
continue
|
|
}
|
|
|
|
log.Infof("waiting for orders to be cancelled...")
|
|
|
|
select {
|
|
case <-time.After(3 * time.Second):
|
|
|
|
case <-ctx.Done():
|
|
break
|
|
|
|
}
|
|
|
|
// verify the current open orders via the RESTful API
|
|
if s.activeMakerOrders.NumOfOrders() > 0 {
|
|
log.Warnf("there are orders not cancelled, using REStful API to verify...")
|
|
openOrders, err := s.makerSession.Exchange.QueryOpenOrders(ctx, s.Symbol)
|
|
if err != nil {
|
|
log.WithError(err).Errorf("can not query %s open orders", s.Symbol)
|
|
continue
|
|
}
|
|
|
|
openOrderStore := bbgo.NewOrderStore(s.Symbol)
|
|
openOrderStore.Add(openOrders...)
|
|
|
|
for _, o := range s.activeMakerOrders.Orders() {
|
|
// if it does not exist, we should remove it
|
|
if !openOrderStore.Exists(o.OrderID) {
|
|
s.activeMakerOrders.Remove(o)
|
|
}
|
|
}
|
|
}
|
|
}
|
|
log.Info("all orders are cancelled successfully")
|
|
|
|
if err := s.SaveState(); err != nil {
|
|
log.WithError(err).Errorf("can not save state: %+v", s.state)
|
|
} else {
|
|
s.Notify("%s position is saved: position = %f", s.Symbol, s.state.HedgePosition.Float64(), s.state.Position)
|
|
}
|
|
})
|
|
|
|
return nil
|
|
}
|
|
|
|
func durationJitter(d time.Duration, jitterInMilliseconds int) time.Duration {
|
|
n := rand.Intn(jitterInMilliseconds)
|
|
return d + time.Duration(n)*time.Millisecond
|
|
}
|
|
|
|
// lets move this to the fun package
|
|
var lossEmoji = "🔥"
|
|
var profitEmoji = "💰"
|
|
|
|
func pnlEmoji(pnl fixedpoint.Value) string {
|
|
if pnl < 0 {
|
|
return lossEmoji
|
|
}
|
|
|
|
if pnl == 0 {
|
|
return ""
|
|
}
|
|
|
|
return profitEmoji
|
|
}
|