bbgo_origin/pkg/strategy/pivotshort/strategy.go

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package pivotshort
import (
"context"
"fmt"
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"github.com/c9s/bbgo/pkg/bbgo"
"github.com/c9s/bbgo/pkg/fixedpoint"
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"github.com/c9s/bbgo/pkg/indicator"
"github.com/c9s/bbgo/pkg/types"
"github.com/sirupsen/logrus"
)
const ID = "pivotshort"
var fifteen = fixedpoint.NewFromInt(15)
var three = fixedpoint.NewFromInt(3)
var two = fixedpoint.NewFromInt(2)
var log = logrus.WithField("strategy", ID)
func init() {
bbgo.RegisterStrategy(ID, &Strategy{})
}
type IntervalWindowSetting struct {
types.IntervalWindow
}
type Strategy struct {
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*bbgo.Graceful
*bbgo.Notifiability
*bbgo.Persistence
Environment *bbgo.Environment
Symbol string `json:"symbol"`
Market types.Market
Interval types.Interval `json:"interval"`
Quantity fixedpoint.Value `json:"quantity"`
// persistence fields
Position *types.Position `json:"position,omitempty" persistence:"position"`
ProfitStats *types.ProfitStats `json:"profitStats,omitempty" persistence:"profit_stats"`
PivotLength int `json:"pivotLength"`
StopLossRatio fixedpoint.Value `json:"stopLossRatio"`
CatBounceRatio fixedpoint.Value `json:"catBounceRatio"`
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NumLayers fixedpoint.Value `json:"numLayers"`
ShadowTPRatio fixedpoint.Value `json:"shadowTPRatio"`
activeMakerOrders *bbgo.LocalActiveOrderBook
orderStore *bbgo.OrderStore
tradeCollector *bbgo.TradeCollector
session *bbgo.ExchangeSession
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pivot *indicator.Pivot
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// StrategyController
bbgo.StrategyController
}
func (s *Strategy) ID() string {
return ID
}
func (s *Strategy) Subscribe(session *bbgo.ExchangeSession) {
log.Infof("subscribe %s", s.Symbol)
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session.Subscribe(types.KLineChannel, s.Symbol, types.SubscribeOptions{Interval: s.Interval})
//session.Subscribe(types.KLineChannel, s.Symbol, types.SubscribeOptions{Interval: types.Interval1d})
}
func (s *Strategy) placeOrder(ctx context.Context, price fixedpoint.Value, qty fixedpoint.Value, orderExecutor bbgo.OrderExecutor) {
submitOrder := types.SubmitOrder{
Symbol: s.Symbol,
Side: types.SideTypeSell,
Type: types.OrderTypeLimit,
Price: price,
Quantity: qty,
}
createdOrders, err := orderExecutor.SubmitOrders(ctx, submitOrder)
if err != nil {
log.WithError(err).Errorf("can not place orders")
}
s.orderStore.Add(createdOrders...)
s.activeMakerOrders.Add(createdOrders...)
//s.tradeCollector.Process()
}
func (s *Strategy) ClosePosition(ctx context.Context, percentage fixedpoint.Value) error {
base := s.Position.GetBase()
if base.IsZero() {
return fmt.Errorf("no opened %s position", s.Position.Symbol)
}
// make it negative
quantity := base.Mul(percentage).Abs()
side := types.SideTypeBuy
if base.Sign() > 0 {
side = types.SideTypeSell
}
if quantity.Compare(s.Market.MinQuantity) < 0 {
return fmt.Errorf("order quantity %v is too small, less than %v", quantity, s.Market.MinQuantity)
}
submitOrder := types.SubmitOrder{
Symbol: s.Symbol,
Side: side,
Type: types.OrderTypeMarket,
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Quantity: quantity,
Market: s.Market,
}
//s.Notify("Submitting %s %s order to close position by %v", s.Symbol, side.String(), percentage, submitOrder)
createdOrders, err := s.session.Exchange.SubmitOrders(ctx, submitOrder)
if err != nil {
log.WithError(err).Errorf("can not place position close order")
}
s.orderStore.Add(createdOrders...)
s.activeMakerOrders.Add(createdOrders...)
return err
}
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func (s *Strategy) InstanceID() string {
return fmt.Sprintf("%s:%s", ID, s.Symbol)
}
func (s *Strategy) Run(ctx context.Context, orderExecutor bbgo.OrderExecutor, session *bbgo.ExchangeSession) error {
// initial required information
s.session = session
//s.prevClose = fixedpoint.Zero
// first we need to get market data store(cached market data) from the exchange session
//st, _ := session.MarketDataStore(s.Symbol)
s.activeMakerOrders = bbgo.NewLocalActiveOrderBook(s.Symbol)
s.activeMakerOrders.BindStream(session.UserDataStream)
s.orderStore = bbgo.NewOrderStore(s.Symbol)
s.orderStore.BindStream(session.UserDataStream)
if s.Position == nil {
s.Position = types.NewPositionFromMarket(s.Market)
}
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// calculate group id for orders
instanceID := s.InstanceID()
//s.groupID = util.FNV32(instanceID)
// Always update the position fields
s.Position.Strategy = ID
s.Position.StrategyInstanceID = instanceID
s.tradeCollector = bbgo.NewTradeCollector(s.Symbol, s.Position, s.orderStore)
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s.tradeCollector.OnTrade(func(trade types.Trade, profit, netProfit fixedpoint.Value) {
// StrategyController
if s.Status != types.StrategyStatusRunning {
return
}
s.Notifiability.Notify(trade)
s.ProfitStats.AddTrade(trade)
if profit.Compare(fixedpoint.Zero) == 0 {
s.Environment.RecordPosition(s.Position, trade, nil)
} else {
log.Infof("%s generated profit: %v", s.Symbol, profit)
p := s.Position.NewProfit(trade, profit, netProfit)
p.Strategy = ID
p.StrategyInstanceID = instanceID
s.Notify(&p)
s.ProfitStats.AddProfit(p)
s.Notify(&s.ProfitStats)
s.Environment.RecordPosition(s.Position, trade, &p)
}
})
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s.tradeCollector.OnPositionUpdate(func(position types.AnyPosition) {
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log.Infof("position changed: %s", s.Position)
s.Notify(s.Position)
})
s.tradeCollector.BindStream(session.UserDataStream)
iw := types.IntervalWindow{Window: s.PivotLength, Interval: s.Interval}
st, _ := session.MarketDataStore(s.Symbol)
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s.pivot = &indicator.Pivot{IntervalWindow: iw}
s.pivot.Bind(st)
session.UserDataStream.OnStart(func() {
log.Infof("connected")
})
var lastLow fixedpoint.Value
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futuresMode := s.session.Futures || s.session.IsolatedFutures
d := s.CatBounceRatio.Div(s.NumLayers)
q := s.Quantity.Div(s.NumLayers)
log.Info(futuresMode)
session.MarketDataStream.OnKLineClosed(func(kline types.KLine) {
if kline.Symbol != s.Symbol || kline.Interval != s.Interval {
return
}
if err := s.activeMakerOrders.GracefulCancel(ctx, s.session.Exchange); err != nil {
log.WithError(err).Errorf("graceful cancel order error")
}
if s.pivot.LastLow() > 0. {
log.Info(s.pivot.LastLow(), kline.EndTime)
lastLow = fixedpoint.NewFromFloat(s.pivot.LastLow())
} else {
if !lastLow.IsZero() && !s.Position.GetBase().IsZero() {
R := kline.Close.Div(s.Position.AverageCost)
if R.Compare(fixedpoint.One.Add(s.StopLossRatio)) > 0 {
// SL
log.Infof("SL triggered")
s.ClosePosition(ctx, fixedpoint.One)
s.tradeCollector.Process()
} else if R.Compare(fixedpoint.One.Sub(s.StopLossRatio.Mul(fifteen))) < 0 {
// TP
log.Infof("TP triggered")
s.ClosePosition(ctx, fixedpoint.One)
s.tradeCollector.Process()
} else if kline.GetLowerShadowHeight().Div(kline.Close).Compare(s.ShadowTPRatio) > 0 {
// shadow TP
log.Infof("shadow TP triggered")
s.ClosePosition(ctx, fixedpoint.One)
s.tradeCollector.Process()
}
}
lastLow = fixedpoint.Zero
}
if !lastLow.IsZero() {
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for i := 0; i < int(s.NumLayers.Float64()); i++ {
balances := s.session.GetAccount().Balances()
quoteBalance, _ := balances[s.Market.QuoteCurrency]
baseBalance, _ := balances[s.Market.BaseCurrency]
p := lastLow.Mul(fixedpoint.One.Add(s.CatBounceRatio.Sub(fixedpoint.NewFromFloat(d.Float64() * float64(i)))))
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//
if futuresMode {
//log.Infof("futures mode on ")
if q.Mul(p).Compare(quoteBalance.Available) < 0 {
s.placeOrder(ctx, p, q, orderExecutor)
s.tradeCollector.Process()
}
} else if s.Environment.IsBackTesting() {
//log.Infof("spot backtest mode on ")
if q.Compare(baseBalance.Available) < 0 {
s.placeOrder(ctx, p, q, orderExecutor)
s.tradeCollector.Process()
}
} else {
//log.Infof("spot mode on ")
if q.Compare(baseBalance.Available) < 0 {
s.placeOrder(ctx, p, q, orderExecutor)
s.tradeCollector.Process()
}
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}
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}
//s.placeOrder(ctx, lastLow.Mul(fixedpoint.One.Add(s.CatBounceRatio)), s.Quantity, orderExecutor)
}
})
return nil
}