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@@ -1,38 +1,25 @@
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-package main
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+package qqq15
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import (
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- "fmt"
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"git.beejay.kim/Gshopper/sentio"
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- "git.beejay.kim/Gshopper/sentio/indicator"
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"time"
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)
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-const (
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- ATR_MULTIPLIER = 1.5
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- ATR_PERIOD = 5
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- ATR_HHV = 4
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- ATR_STOPLOSS_THRESHOLD = 1
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+var Strategy = qqq{}
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- EXTRA_POSITION_THRESHOLD = 1.002
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-)
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-
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-var Strategy = alpacaQQQ{}
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-
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-type alpacaQQQ struct{}
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+type qqq struct {
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+ sentio.BaseStrategy
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+}
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-func (s alpacaQQQ) Name() string {
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+func (strategy qqq) Name() string {
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return "Alpaca: QQQ [TQQQ : SQQQ]"
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}
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-func (s alpacaQQQ) Model() string {
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+func (strategy qqq) Model() string {
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return "qqq15"
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}
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-func (s alpacaQQQ) MarketId() string {
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- return "alpaca"
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-}
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-
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-func (s alpacaQQQ) PositionSymbols() map[sentio.Side]string {
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+func (strategy qqq) PositionSymbols() map[sentio.Side]string {
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return map[sentio.Side]string{
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sentio.BASE: "QQQ",
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sentio.LONG: "TQQQ",
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@@ -40,175 +27,103 @@ func (s alpacaQQQ) PositionSymbols() map[sentio.Side]string {
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}
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}
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-func (s alpacaQQQ) Interval() uint8 {
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- return 5
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-}
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-
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-func (s alpacaQQQ) Cooldown(periods uint8) time.Duration {
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- return time.Minute * time.Duration(s.Interval()*periods)
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+func (strategy qqq) PositionProbabilities() map[sentio.Side]float64 {
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+ return map[sentio.Side]float64{
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+ sentio.BASE: -1,
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+ sentio.LONG: 1.0008,
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+ sentio.SHORT: .9990,
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+ }
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}
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-func (s alpacaQQQ) Handle(market sentio.Market, ts time.Time, proba float64) ([]sentio.StrategyOrder, error) {
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+func (strategy qqq) Handle(market sentio.Market, probability sentio.Probability) error {
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var (
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- portfolio sentio.Portfolio
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- orders []sentio.StrategyOrder
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- now = market.Time().Now()
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- err error
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+ now = market.Clock().Now()
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+ symbols = strategy.Symbols()
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+ stoplosses map[string]float64
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+ quotes map[string]sentio.Quote
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+ orders []sentio.Order
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+ portfolio sentio.Portfolio
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+ err error
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)
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- // skip too early trades
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+ // skip too early orders
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if now.Hour() == 9 && now.Minute() < 45 {
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- return orders, nil
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+ return nil
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}
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- if portfolio, err = market.Portfolio(); err != nil {
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- return nil, err
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+ // close all orders before market close
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+ if now.Hour() == 15 && now.Minute() > 50 {
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+ return strategy.CloseAllOrders(market)
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}
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- for side, symbol := range s.PositionSymbols() {
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- var (
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- position sentio.Position
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- quote *sentio.Quote
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- bars []sentio.Bar
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- stoploss float64
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- uptrending bool
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- ok bool
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- )
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-
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- // no need to trade BASE quote
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- if sentio.BASE == side {
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- continue
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- }
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-
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- if quote, err = market.Quote(symbol); err != nil {
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- return nil, err
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- }
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-
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- fmt.Printf("Quotes: %s [BID: %f] [ASK: %s]\n", symbol, quote.BidPrice, quote.AskPrice)
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+ // retrieve running orders
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+ if orders, err = market.Orders(sentio.OrderListCriteria{
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+ Status: "open",
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+ Symbols: symbols,
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+ Nested: true,
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+ }); err != nil {
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+ return err
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+ }
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- if bars, err = market.HistoricalBars(symbol, time.Minute, nil); err == nil && len(bars) > 0 {
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- h := make([]float64, len(bars))
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- l := make([]float64, len(bars))
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- c := make([]float64, len(bars))
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+ if stoplosses, err = strategy.AtrStopLoss(market, symbols...); err != nil {
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+ return err
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+ }
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- for i := range bars {
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- h[i] = bars[i].High
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- l[i] = bars[i].Low
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- c[i] = bars[i].Close
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+ // update stoplosses or close running orders
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+ for i := range orders {
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+ if strategy.PositionSymbols()[sentio.LONG] == orders[i].GetSymbol() &&
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+ probability.Value < 1.0008 {
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+ if _, err = market.CloseOrder(orders[i].GetId()); err != nil {
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+ return err
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}
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- trailing := indicator.AtrTrailingStopLoss(h, l, c, ATR_PERIOD, ATR_MULTIPLIER, ATR_HHV)
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- stoploss = trailing[len(trailing)-1]
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- uptrending = trailing[len(trailing)-1] > trailing[len(trailing)-2]
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-
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- fmt.Printf("ATR Trailing StopLoss: [%s: %f; uptrading: %v]\n", symbol, stoploss, uptrending)
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- }
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-
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- if portfolio != nil {
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- position, ok = portfolio.Get(symbol)
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- ok = ok && position != nil && position.GetSize() != 0
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- } else {
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- ok = false
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- }
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-
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- // Close positions before market closed
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- if ok && now.Hour() == 15 && now.Minute() > 55 {
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- return []sentio.StrategyOrder{{
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- Symbol: symbol,
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- Action: sentio.OrderSell,
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- Ratio: 1,
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- }}, nil
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- }
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-
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- // Close position if BidPrice less than StopLoss
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- if ok && !uptrending && quote.BidPrice/stoploss < ATR_STOPLOSS_THRESHOLD {
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- return []sentio.StrategyOrder{{
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- Symbol: symbol,
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- Action: sentio.OrderSell,
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- Ratio: 1,
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- }}, nil
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- }
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-
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- if proba < 0 {
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continue
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}
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- // Close LONG position
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- if ok && sentio.LONG == side && proba < 1.0008 {
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- return []sentio.StrategyOrder{{
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- Symbol: symbol,
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- Action: sentio.OrderSell,
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- Ratio: 1,
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- }}, nil
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- }
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-
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- // Close SHORT position
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- if ok && sentio.SHORT == side && proba > .9998 {
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- return []sentio.StrategyOrder{{
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- Symbol: symbol,
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- Action: sentio.OrderSell,
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- Ratio: 1,
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- }}, nil
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- }
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+ if strategy.PositionSymbols()[sentio.SHORT] == orders[i].GetSymbol() &&
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+ probability.Value > .9998 {
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+ if _, err = market.CloseOrder(orders[i].GetId()); err != nil {
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+ return err
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+ }
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- // Prevent BUYs for delayed probas
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- if ts.Add(time.Minute * time.Duration(int64(s.Interval()/2))).Before(now.Round(time.Minute)) {
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continue
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}
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- // Prevent BUYs on closing market
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- if now.Hour() == 15 && now.Minute() > 46 {
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- continue
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- }
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+ if f, ok := stoplosses[orders[i].GetId()]; ok && f > 0 {
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+ if err = market.UpdateOrder(orders[i].GetId(), f); err != nil {
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+ return err
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+ }
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- if quote.BidPrice/stoploss < ATR_STOPLOSS_THRESHOLD {
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continue
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}
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+ }
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- if sentio.LONG == side && proba > 1 {
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- size := float64(0)
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-
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- if ok && position.GetAvgPrice()/position.GetCurrentPrice() > EXTRA_POSITION_THRESHOLD {
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- // extra position with cheaper price
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- size = .5
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- } else if !ok && proba > 1.0008 {
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- // new trade position
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- size = .7
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- }
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-
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- if size > 0 {
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- orders = append(orders, sentio.StrategyOrder{
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- Symbol: symbol,
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- Action: sentio.OrderBuy,
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- Ratio: size,
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- })
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- }
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+ if probability.TS.Add(time.Minute * time.Duration(int64(strategy.Interval()/2))).Before(now.Round(time.Minute)) {
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+ return nil
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+ }
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- continue
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- }
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+ // Prevent BUYs on closing market
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+ if now.Hour() == 15 && now.Minute() > 46 {
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+ return nil
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+ }
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- if sentio.SHORT == side && proba < 1 {
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- size := float64(0)
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+ // Prevent Market.CreateOrder while probability is not clear
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+ if probability.Value == 1 || probability.Value < 0 {
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+ return nil
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+ }
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- if ok && position.GetAvgPrice()/position.GetCurrentPrice() > EXTRA_POSITION_THRESHOLD {
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- // extra position with cheaper price
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- size = .5
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- } else if !ok && proba < .9990 {
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- // new trade position
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- size = .7
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- }
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+ if portfolio, err = market.Portfolio(); err != nil {
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+ return err
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+ }
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- if size > 0 {
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- orders = append(orders, sentio.StrategyOrder{
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- Symbol: symbol,
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- Action: sentio.OrderBuy,
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- Ratio: size,
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- })
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- }
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+ if quotes, err = market.Quotes(symbols...); err != nil {
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+ return err
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+ }
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- continue
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- }
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+ var t = sentio.SHORT
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+ if probability.Value > 1 {
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+ t = sentio.LONG
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}
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- return orders, nil
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+ return strategy.CreateOrder(market, t, probability, portfolio, quotes, stoplosses)
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}
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