support regression

This commit is contained in:
c9s 2020-07-16 15:36:02 +08:00
parent 9cf95b7c26
commit cf59ffc32f
3 changed files with 81 additions and 14 deletions

View File

@ -22,7 +22,6 @@ type TradingContext struct {
func (c *TradingContext) SetCurrentPrice(price float64) {
c.CurrentPrice = price
c.ProfitAndLossCalculator.SetCurrentPrice(price)
}

View File

@ -11,6 +11,15 @@ import (
"time"
)
type Notifier interface {
Notify(format string, args ...interface{})
}
type NullNotifier struct{}
func (n *NullNotifier) Notify(format string, args ...interface{}) {
}
type SlackNotifier struct {
Slack *slack.Client
@ -82,4 +91,3 @@ func (t *SlackNotifier) ReportPnL(report *ProfitAndLossReport) {
logrus.WithError(err).Errorf("slack send error")
}
}

View File

@ -2,6 +2,7 @@ package bbgo
import (
"context"
"fmt"
"github.com/c9s/bbgo/pkg/util"
"time"
@ -18,19 +19,26 @@ type Strategy interface {
type KLineRegressionTrader struct {
// Context is trading Context
Context *TradingContext
SourceKLines []types.KLine
Context *TradingContext
SourceKLines []types.KLine
ProfitAndLossCalculator *ProfitAndLossCalculator
orderC chan *types.Order
}
func (trader *KLineRegressionTrader) SubmitOrder(cxt context.Context, order *types.Order) {
trader.orderC <- order
}
func (trader *KLineRegressionTrader) RunStrategy(ctx context.Context, strategy Strategy) (chan struct{}, error){
func (trader *KLineRegressionTrader) RunStrategy(ctx context.Context, strategy Strategy) (chan struct{}, error) {
log.Infof("[regression] number of kline data: %d", len(trader.SourceKLines))
trader.orderC = make(chan *types.Order, 12)
done := make(chan struct{})
defer close(done)
if err := strategy.Init(trader.Context, trader) ; err != nil {
if err := strategy.Init(trader.Context, trader); err != nil {
return nil, err
}
@ -39,15 +47,64 @@ func (trader *KLineRegressionTrader) RunStrategy(ctx context.Context, strategy S
return nil, err
}
var tradeID int64 = 0
for _, kline := range trader.SourceKLines {
log.Debugf("kline %+v", kline)
fmt.Print(".")
standardStream.EmitKLineClosed(&kline)
select {
case order := <-trader.orderC:
fmt.Print("!")
var price float64
if order.Type == types.OrderTypeLimit {
price = util.MustParseFloat(order.PriceStr)
} else {
price = kline.GetClose()
}
volume := util.MustParseFloat(order.VolumeStr)
fee := 0.0
feeCurrency := ""
if order.Side == types.SideTypeBuy {
fee = price * volume * 0.001
feeCurrency = "USDT"
} else {
fee = volume * 0.001
feeCurrency = "BTC"
}
trade := types.Trade{
ID: tradeID,
Price: price,
Volume: volume,
Side: string(order.Side),
IsBuyer: order.Side == types.SideTypeBuy,
IsMaker: false,
Time: time.Unix(0, kline.EndTime*int64(time.Millisecond)),
Symbol: trader.Context.Symbol,
Fee: fee,
FeeCurrency: feeCurrency,
}
tradeID++
trader.ProfitAndLossCalculator.AddTrade(trade)
default:
}
}
fmt.Print("\n")
report := trader.ProfitAndLossCalculator.Calculate()
report.Print()
return done, nil
}
type Trader struct {
Notifier *SlackNotifier
@ -57,6 +114,8 @@ type Trader struct {
Exchange *binance.Exchange
reportTimer *time.Timer
ProfitAndLossCalculator *ProfitAndLossCalculator
}
func (trader *Trader) RunStrategy(ctx context.Context, strategy Strategy) (chan struct{}, error) {
@ -74,7 +133,7 @@ func (trader *Trader) RunStrategy(ctx context.Context, strategy Strategy) (chan
}
}
if err := strategy.Init(trader.Context, trader) ; err != nil {
if err := strategy.Init(trader.Context, trader); err != nil {
return nil, err
}
@ -97,7 +156,7 @@ func (trader *Trader) RunStrategy(ctx context.Context, strategy Strategy) (chan
}
trader.ReportTrade(trade)
trader.Context.ProfitAndLossCalculator.AddTrade(*trade)
trader.ProfitAndLossCalculator.AddTrade(*trade)
if trader.reportTimer != nil {
trader.reportTimer.Stop()
@ -109,13 +168,14 @@ func (trader *Trader) RunStrategy(ctx context.Context, strategy Strategy) (chan
})
stream.OnKLineEvent(func(e *binance.KLineEvent) {
trader.ProfitAndLossCalculator.SetCurrentPrice(e.KLine.GetClose())
trader.Context.SetCurrentPrice(e.KLine.GetClose())
})
stream.OnBalanceSnapshot(func(snapshot map[string]types.Balance) {
trader.Context.Lock()
defer trader.Context.Unlock()
for _ , balance := range snapshot {
for _, balance := range snapshot {
trader.Context.Balances[balance.Currency] = balance
}
})
@ -125,7 +185,7 @@ func (trader *Trader) RunStrategy(ctx context.Context, strategy Strategy) (chan
trader.Context.Lock()
defer trader.Context.Unlock()
delta := util.MustParseFloat(e.Delta)
if balance, ok := trader.Context.Balances[e.Asset] ; ok {
if balance, ok := trader.Context.Balances[e.Asset]; ok {
balance.Available += delta
trader.Context.Balances[e.Asset] = balance
}
@ -163,7 +223,7 @@ func (trader *Trader) ReportTrade(trade *types.Trade) {
}
func (trader *Trader) ReportPnL() {
report := trader.Context.ProfitAndLossCalculator.Calculate()
report := trader.ProfitAndLossCalculator.Calculate()
report.Print()
trader.Notifier.ReportPnL(report)
}