bbgo_origin/pkg/strategy/xfunding/strategy.go

239 lines
7.3 KiB
Go

package xfunding
import (
"context"
"errors"
"fmt"
"strings"
"github.com/sirupsen/logrus"
"github.com/c9s/bbgo/pkg/exchange/binance"
"github.com/c9s/bbgo/pkg/fixedpoint"
"github.com/c9s/bbgo/pkg/bbgo"
"github.com/c9s/bbgo/pkg/types"
)
const ID = "xfunding"
type PositionAction int
const (
PositionNoOp PositionAction = iota
PositionOpening
PositionClosing
)
var log = logrus.WithField("strategy", ID)
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(ID, &Strategy{})
}
type Strategy struct {
Environment *bbgo.Environment
// These fields will be filled from the config file (it translates YAML to JSON)
Symbol string `json:"symbol"`
Market types.Market `json:"-"`
Quantity fixedpoint.Value `json:"quantity,omitempty"`
MaxExposurePosition fixedpoint.Value `json:"maxExposurePosition"`
// Interval types.Interval `json:"interval"`
// ShortFundingRate is the funding rate range for short positions
// TODO: right now we don't support negative funding rate (long position) since it's rarer
ShortFundingRate *struct {
High fixedpoint.Value `json:"high"`
Low fixedpoint.Value `json:"low"`
} `json:"shortFundingRate"`
SupportDetection []struct {
Interval types.Interval `json:"interval"`
// MovingAverageType is the moving average indicator type that we want to use,
// it could be SMA or EWMA
MovingAverageType string `json:"movingAverageType"`
// MovingAverageInterval is the interval of k-lines for the moving average indicator to calculate,
// it could be "1m", "5m", "1h" and so on. note that, the moving averages are calculated from
// the k-line data we subscribed
// MovingAverageInterval types.Interval `json:"movingAverageInterval"`
//
// // MovingAverageWindow is the number of the window size of the moving average indicator.
// // The number of k-lines in the window. generally used window sizes are 7, 25 and 99 in the TradingView.
// MovingAverageWindow int `json:"movingAverageWindow"`
MovingAverageIntervalWindow types.IntervalWindow `json:"movingAverageIntervalWindow"`
MinVolume fixedpoint.Value `json:"minVolume"`
MinQuoteVolume fixedpoint.Value `json:"minQuoteVolume"`
} `json:"supportDetection"`
ProfitStats *types.ProfitStats `persistence:"profit_stats"`
SpotPosition *types.Position `persistence:"spot_position"`
FuturesPosition *types.Position `persistence:"futures_position"`
spotSession, futuresSession *bbgo.ExchangeSession
spotOrderExecutor, futuresOrderExecutor bbgo.OrderExecutor
spotMarket, futuresMarket types.Market
SpotSession string `json:"spotSession"`
FuturesSession string `json:"futuresSession"`
// positionAction is default to NoOp
positionAction PositionAction
positionType types.PositionType
}
func (s *Strategy) ID() string {
return ID
}
func (s *Strategy) CrossSubscribe(sessions map[string]*bbgo.ExchangeSession) {
// TODO: add safety check
spotSession := sessions[s.SpotSession]
futuresSession := sessions[s.FuturesSession]
spotSession.Subscribe(types.KLineChannel, s.Symbol, types.SubscribeOptions{
Interval: types.Interval1m,
})
futuresSession.Subscribe(types.KLineChannel, s.Symbol, types.SubscribeOptions{
Interval: types.Interval1m,
})
}
func (s *Strategy) Subscribe(session *bbgo.ExchangeSession) {
for _, detection := range s.SupportDetection {
session.Subscribe(types.KLineChannel, s.Symbol, types.SubscribeOptions{
Interval: detection.Interval,
})
session.Subscribe(types.KLineChannel, s.Symbol, types.SubscribeOptions{
Interval: detection.MovingAverageIntervalWindow.Interval,
})
}
}
func (s *Strategy) Validate() error {
if len(s.Symbol) == 0 {
return errors.New("symbol is required")
}
if len(s.SpotSession) == 0 {
return errors.New("spotSession name is required")
}
if len(s.FuturesSession) == 0 {
return errors.New("futuresSession name is required")
}
return nil
}
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 {
standardIndicatorSet := session.StandardIndicatorSet(s.Symbol)
if !session.Futures {
log.Error("futures not enabled in config for this strategy")
return nil
}
var ma types.Float64Indicator
for _, detection := range s.SupportDetection {
switch strings.ToLower(detection.MovingAverageType) {
case "sma":
ma = standardIndicatorSet.SMA(types.IntervalWindow{
Interval: detection.MovingAverageIntervalWindow.Interval,
Window: detection.MovingAverageIntervalWindow.Window,
})
case "ema", "ewma":
ma = standardIndicatorSet.EWMA(types.IntervalWindow{
Interval: detection.MovingAverageIntervalWindow.Interval,
Window: detection.MovingAverageIntervalWindow.Window,
})
default:
ma = standardIndicatorSet.EWMA(types.IntervalWindow{
Interval: detection.MovingAverageIntervalWindow.Interval,
Window: detection.MovingAverageIntervalWindow.Window,
})
}
}
_ = ma
return nil
}
func (s *Strategy) CrossRun(ctx context.Context, orderExecutionRouter bbgo.OrderExecutionRouter, sessions map[string]*bbgo.ExchangeSession) error {
instanceID := s.InstanceID()
// TODO: add safety check
s.spotSession = sessions[s.SpotSession]
s.futuresSession = sessions[s.FuturesSession]
s.spotMarket, _ = s.spotSession.Market(s.Symbol)
s.futuresMarket, _ = s.futuresSession.Market(s.Symbol)
if s.ProfitStats == nil {
s.ProfitStats = types.NewProfitStats(s.Market)
}
if s.FuturesPosition == nil {
s.FuturesPosition = types.NewPositionFromMarket(s.futuresMarket)
}
if s.SpotPosition == nil {
s.SpotPosition = types.NewPositionFromMarket(s.spotMarket)
}
s.spotOrderExecutor = s.allocateOrderExecutor(ctx, s.spotSession, instanceID, s.SpotPosition)
s.futuresOrderExecutor = s.allocateOrderExecutor(ctx, s.futuresSession, instanceID, s.FuturesPosition)
s.futuresSession.MarketDataStream.OnKLineClosed(types.KLineWith(s.Symbol, types.Interval1m, func(kline types.KLine) {
premiumIndex, err := s.futuresSession.Exchange.(*binance.Exchange).QueryPremiumIndex(ctx, s.Symbol)
if err != nil {
log.WithError(err).Error("premium index query error")
return
}
s.detectPremiumIndex(premiumIndex)
}))
return nil
}
func (s *Strategy) detectPremiumIndex(premiumIndex *types.PremiumIndex) {
fundingRate := premiumIndex.LastFundingRate
if s.ShortFundingRate != nil {
if fundingRate.Compare(s.ShortFundingRate.High) >= 0 {
s.positionAction = PositionOpening
s.positionType = types.PositionShort
} else if fundingRate.Compare(s.ShortFundingRate.Low) <= 0 {
s.positionAction = PositionClosing
}
}
}
func (s *Strategy) allocateOrderExecutor(ctx context.Context, session *bbgo.ExchangeSession, instanceID string, position *types.Position) *bbgo.GeneralOrderExecutor {
orderExecutor := bbgo.NewGeneralOrderExecutor(session, s.Symbol, ID, instanceID, position)
orderExecutor.BindEnvironment(s.Environment)
orderExecutor.Bind()
orderExecutor.TradeCollector().OnTrade(func(trade types.Trade, _, _ fixedpoint.Value) {
s.ProfitStats.AddTrade(trade)
})
orderExecutor.TradeCollector().OnPositionUpdate(func(position *types.Position) {
bbgo.Sync(ctx, s)
})
return orderExecutor
}