2020-07-10 13:34:39 +00:00
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package bbgo
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import (
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"context"
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2020-07-16 07:36:02 +00:00
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"fmt"
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2020-07-13 16:20:15 +00:00
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"github.com/c9s/bbgo/pkg/util"
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2020-07-13 05:25:48 +00:00
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"time"
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2020-07-13 04:57:18 +00:00
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log "github.com/sirupsen/logrus"
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2020-07-12 11:44:05 +00:00
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"github.com/c9s/bbgo/pkg/bbgo/exchange/binance"
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"github.com/c9s/bbgo/pkg/bbgo/types"
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2020-07-10 13:34:39 +00:00
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)
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2020-07-14 06:54:23 +00:00
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type Strategy interface {
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2020-07-15 13:02:08 +00:00
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Init(tradingContext *TradingContext, trader types.Trader) error
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OnNewStream(stream *types.StandardPrivateStream) error
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2020-07-14 06:54:23 +00:00
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}
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2020-07-15 13:02:08 +00:00
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type KLineRegressionTrader struct {
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2020-07-14 14:33:47 +00:00
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// Context is trading Context
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Context *TradingContext
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SourceKLines []types.KLine
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ProfitAndLossCalculator *ProfitAndLossCalculator
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2020-07-20 03:49:20 +00:00
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doneOrders []*types.Order
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pendingOrders []*types.Order
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2020-07-15 13:02:08 +00:00
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}
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func (trader *KLineRegressionTrader) SubmitOrder(cxt context.Context, order *types.Order) {
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trader.pendingOrders = append(trader.pendingOrders, order)
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2020-07-14 14:33:47 +00:00
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}
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2020-07-16 07:36:02 +00:00
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func (trader *KLineRegressionTrader) RunStrategy(ctx context.Context, strategy Strategy) (chan struct{}, error) {
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log.Infof("[regression] number of kline data: %d", len(trader.SourceKLines))
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2020-07-20 03:49:20 +00:00
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maxExposure := 0.4
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trader.Context.Quota = make(map[string]types.Balance)
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for currency, balance := range trader.Context.Balances {
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quota := balance
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quota.Available *= maxExposure
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trader.Context.Quota[ currency ] = quota
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}
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2020-07-16 07:36:02 +00:00
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2020-07-15 13:02:08 +00:00
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done := make(chan struct{})
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defer close(done)
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2020-07-14 14:33:47 +00:00
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2020-07-16 07:36:02 +00:00
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if err := strategy.Init(trader.Context, trader); err != nil {
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2020-07-15 13:02:08 +00:00
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return nil, err
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}
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2020-07-14 14:33:47 +00:00
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2020-07-15 13:02:08 +00:00
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standardStream := types.StandardPrivateStream{}
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if err := strategy.OnNewStream(&standardStream); err != nil {
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return nil, err
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}
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2020-07-16 07:36:02 +00:00
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var tradeID int64 = 0
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2020-07-15 13:02:08 +00:00
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for _, kline := range trader.SourceKLines {
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log.Debugf("kline %+v", kline)
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fmt.Print(".")
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2020-07-15 13:02:08 +00:00
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standardStream.EmitKLineClosed(&kline)
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2020-07-16 07:36:02 +00:00
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2020-07-20 03:49:20 +00:00
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for _, order := range trader.pendingOrders {
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2020-07-18 12:35:37 +00:00
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switch order.Side {
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case types.SideTypeBuy:
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fmt.Print("B")
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case types.SideTypeSell:
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fmt.Print("S")
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}
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2020-07-16 07:36:02 +00:00
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var price float64
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if order.Type == types.OrderTypeLimit {
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price = util.MustParseFloat(order.PriceStr)
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} else {
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price = kline.GetClose()
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}
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volume := util.MustParseFloat(order.VolumeStr)
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fee := 0.0
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feeCurrency := ""
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2020-07-18 02:01:10 +00:00
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trader.Context.Lock()
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if order.Side == types.SideTypeBuy {
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fee = price * volume * 0.001
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feeCurrency = "USDT"
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2020-07-16 10:25:40 +00:00
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quote := trader.Context.Balances[trader.Context.Market.QuoteCurrency]
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2020-07-18 02:01:10 +00:00
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2020-07-20 03:49:20 +00:00
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if quote.Available < volume*price {
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log.Fatalf("quote balance not enough: %+v", quote)
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}
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quote.Available -= volume * price
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trader.Context.Balances[trader.Context.Market.QuoteCurrency] = quote
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base := trader.Context.Balances[trader.Context.Market.BaseCurrency]
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base.Available += volume
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trader.Context.Balances[trader.Context.Market.BaseCurrency] = base
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2020-07-16 07:36:02 +00:00
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} else {
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fee = volume * 0.001
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feeCurrency = "BTC"
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base := trader.Context.Balances[trader.Context.Market.BaseCurrency]
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2020-07-18 02:01:10 +00:00
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if base.Available < volume {
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log.Fatalf("base balance not enough: %+v", base)
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}
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2020-07-16 10:25:40 +00:00
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base.Available -= volume
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trader.Context.Balances[trader.Context.Market.BaseCurrency] = base
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2020-07-18 02:01:10 +00:00
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quote := trader.Context.Balances[trader.Context.Market.QuoteCurrency]
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quote.Available += volume * price
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trader.Context.Balances[trader.Context.Market.QuoteCurrency] = quote
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2020-07-16 07:36:02 +00:00
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}
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trader.Context.Unlock()
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2020-07-16 07:36:02 +00:00
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trade := types.Trade{
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ID: tradeID,
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Price: price,
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Quantity: volume,
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Side: string(order.Side),
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IsBuyer: order.Side == types.SideTypeBuy,
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IsMaker: false,
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Time: time.Unix(0, kline.EndTime*int64(time.Millisecond)),
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Symbol: trader.Context.Symbol,
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Fee: fee,
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FeeCurrency: feeCurrency,
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}
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tradeID++
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trader.ProfitAndLossCalculator.AddTrade(trade)
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2020-07-20 03:49:20 +00:00
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trader.doneOrders = append(trader.doneOrders, order)
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2020-07-16 07:36:02 +00:00
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}
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2020-07-20 03:49:20 +00:00
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// clear pending orders
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trader.pendingOrders = nil
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2020-07-15 13:02:08 +00:00
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}
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2020-07-16 07:36:02 +00:00
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fmt.Print("\n")
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report := trader.ProfitAndLossCalculator.Calculate()
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report.Print()
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2020-07-18 02:01:10 +00:00
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log.Infof("wallet balance:")
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for _, balance := range trader.Context.Balances {
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log.Infof(" %s: %f", balance.Currency, balance.Available)
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}
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2020-07-15 13:02:08 +00:00
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return done, nil
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2020-07-14 14:33:47 +00:00
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}
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2020-07-10 13:34:39 +00:00
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type Trader struct {
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2020-07-13 05:25:48 +00:00
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Notifier *SlackNotifier
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2020-07-12 14:57:51 +00:00
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2020-07-10 13:34:39 +00:00
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// Context is trading Context
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Context *TradingContext
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2020-07-11 05:02:53 +00:00
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Exchange *binance.Exchange
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2020-07-13 05:25:48 +00:00
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reportTimer *time.Timer
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2020-07-16 07:36:02 +00:00
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ProfitAndLossCalculator *ProfitAndLossCalculator
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2020-07-13 05:25:48 +00:00
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}
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2020-07-13 16:20:15 +00:00
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func (trader *Trader) RunStrategy(ctx context.Context, strategy Strategy) (chan struct{}, error) {
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symbol := trader.Context.Symbol
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2020-07-13 05:25:48 +00:00
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2020-07-13 16:20:15 +00:00
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balances, err := trader.Exchange.QueryAccountBalances(ctx)
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2020-07-13 05:25:48 +00:00
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if err != nil {
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2020-07-13 05:31:40 +00:00
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return nil, err
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2020-07-13 05:25:48 +00:00
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}
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2020-07-13 16:20:15 +00:00
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trader.Context.Balances = balances
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2020-07-13 16:38:52 +00:00
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for _, balance := range balances {
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if util.NotZero(balance.Available) {
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log.Infof("[trader] balance %s %f", balance.Currency, balance.Available)
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}
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}
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2020-07-13 16:20:15 +00:00
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2020-07-16 07:36:02 +00:00
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if err := strategy.Init(trader.Context, trader); err != nil {
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2020-07-13 16:20:15 +00:00
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return nil, err
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}
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stream, err := trader.Exchange.NewPrivateStream()
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if err != nil {
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2020-07-13 05:31:40 +00:00
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return nil, err
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2020-07-13 05:25:48 +00:00
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}
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2020-07-15 13:02:08 +00:00
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if err := strategy.OnNewStream(&stream.StandardPrivateStream); err != nil {
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2020-07-13 16:20:15 +00:00
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return nil, err
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}
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trader.reportTimer = time.AfterFunc(1*time.Second, func() {
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trader.ReportPnL()
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2020-07-13 05:25:48 +00:00
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})
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stream.OnTrade(func(trade *types.Trade) {
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if trade.Symbol != symbol {
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return
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}
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2020-07-13 16:20:15 +00:00
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trader.ReportTrade(trade)
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2020-07-16 07:36:02 +00:00
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trader.ProfitAndLossCalculator.AddTrade(*trade)
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2020-07-13 05:25:48 +00:00
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2020-07-13 16:20:15 +00:00
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if trader.reportTimer != nil {
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trader.reportTimer.Stop()
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2020-07-13 05:25:48 +00:00
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}
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2020-07-13 16:20:15 +00:00
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trader.reportTimer = time.AfterFunc(5*time.Second, func() {
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trader.ReportPnL()
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2020-07-13 05:25:48 +00:00
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})
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})
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stream.OnKLineEvent(func(e *binance.KLineEvent) {
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2020-07-16 07:36:02 +00:00
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trader.ProfitAndLossCalculator.SetCurrentPrice(e.KLine.GetClose())
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2020-07-13 16:20:15 +00:00
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trader.Context.SetCurrentPrice(e.KLine.GetClose())
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})
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2020-07-15 13:02:08 +00:00
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stream.OnBalanceSnapshot(func(snapshot map[string]types.Balance) {
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2020-07-13 16:20:15 +00:00
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trader.Context.Lock()
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defer trader.Context.Unlock()
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2020-07-16 07:36:02 +00:00
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for _, balance := range snapshot {
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2020-07-15 13:02:08 +00:00
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trader.Context.Balances[balance.Currency] = balance
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2020-07-13 16:20:15 +00:00
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}
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})
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2020-07-15 13:02:08 +00:00
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// stream.OnOutboundAccountInfoEvent(func(e *binance.OutboundAccountInfoEvent) { })
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2020-07-13 16:20:15 +00:00
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stream.OnBalanceUpdateEvent(func(e *binance.BalanceUpdateEvent) {
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trader.Context.Lock()
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defer trader.Context.Unlock()
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delta := util.MustParseFloat(e.Delta)
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2020-07-16 07:36:02 +00:00
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if balance, ok := trader.Context.Balances[e.Asset]; ok {
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2020-07-13 16:20:15 +00:00
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balance.Available += delta
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trader.Context.Balances[e.Asset] = balance
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}
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2020-07-13 05:25:48 +00:00
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})
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var eventC = make(chan interface{}, 20)
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if err := stream.Connect(ctx, eventC); err != nil {
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2020-07-13 05:31:40 +00:00
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return nil, err
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2020-07-13 05:25:48 +00:00
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}
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2020-07-13 05:31:40 +00:00
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done := make(chan struct{})
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2020-07-13 05:25:48 +00:00
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go func() {
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2020-07-13 05:31:40 +00:00
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defer close(done)
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2020-07-13 05:25:48 +00:00
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defer stream.Close()
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for {
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select {
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case <-ctx.Done():
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return
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// drain the event channel
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case <-eventC:
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}
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}
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}()
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2020-07-13 05:31:40 +00:00
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return done, nil
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2020-07-10 13:34:39 +00:00
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}
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2020-07-13 16:20:15 +00:00
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func (trader *Trader) ReportTrade(trade *types.Trade) {
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trader.Notifier.ReportTrade(trade)
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2020-07-10 13:34:39 +00:00
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}
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2020-07-13 16:20:15 +00:00
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func (trader *Trader) ReportPnL() {
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2020-07-16 07:36:02 +00:00
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report := trader.ProfitAndLossCalculator.Calculate()
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2020-07-11 03:23:48 +00:00
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report.Print()
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2020-07-13 16:20:15 +00:00
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trader.Notifier.ReportPnL(report)
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2020-07-10 13:34:39 +00:00
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}
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2020-07-13 16:20:15 +00:00
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func (trader *Trader) SubmitOrder(ctx context.Context, order *types.Order) {
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trader.Notifier.Notify(":memo: Submitting %s order on side %s with volume: %s", order.Type, order.Side, order.VolumeStr, order.SlackAttachment())
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2020-07-10 13:34:39 +00:00
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2020-07-13 16:20:15 +00:00
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err := trader.Exchange.SubmitOrder(ctx, order)
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2020-07-10 13:34:39 +00:00
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if err != nil {
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2020-07-13 04:30:35 +00:00
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log.WithError(err).Errorf("order create error: side %s volume: %s", order.Side, order.VolumeStr)
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2020-07-10 13:34:39 +00:00
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return
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}
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}
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