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https://github.com/lukewilson2002/autotrader.git
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Fixed Ichimoku bugs
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@ -34,6 +34,7 @@ func (s *IchimokuStrategy) Next(t *auto.Trader) {
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// - price closed above the cloud at the current time
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// - price closed above the cloud at the current time
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// - conversion above baseline
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// - conversion above baseline
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// - future cloud must be green (LeadingA > LeadingB)
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// - future cloud must be green (LeadingA > LeadingB)
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// - lagging span above lagging cloud
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// Oposite conditions for sell...
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// Oposite conditions for sell...
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@ -52,18 +53,33 @@ func (s *IchimokuStrategy) Next(t *auto.Trader) {
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t.CloseOrdersAndPositions()
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t.CloseOrdersAndPositions()
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}
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}
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} else {
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} else {
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// v := a - b , then comparing v > 0 is the same as a > b
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closeToLeadA := data.CloseIndex(now) - leadA.FloatIndex(now)
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convToBase := conv.FloatIndex(now) - base.FloatIndex(now)
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leadAToLeadB := leadA.FloatIndex(now) - leadB.FloatIndex(now)
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futureLeadAToLeadB := leadA.Float(-1) - leadB.Float(-1)
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laggingToLeadA := lagging.FloatIndex(*laggingTime) - leadA.FloatIndex(*laggingTime)
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// tw := tabwriter.NewWriter(os.Stdout, 0, 0, 1, ' ', 0)
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// fmt.Fprintf(tw, "closeToLeadA\t%v\n", closeToLeadA)
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// fmt.Fprintf(tw, "convToBase\t%v\n", convToBase)
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// fmt.Fprintf(tw, "leadAToLeadB\t%v\n", leadAToLeadB)
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// fmt.Fprintf(tw, "futureLeadAToLeadB\t%v\n", futureLeadAToLeadB)
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// fmt.Fprintf(tw, "laggingToLeadA\t%v\n\n", laggingToLeadA)
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// tw.Flush()
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// Look to enter a trade
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// Look to enter a trade
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if data.CloseIndex(now) > leadA.FloatIndex(now) &&
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if closeToLeadA > 0 &&
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leadA.FloatIndex(now) > leadB.FloatIndex(now) &&
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leadAToLeadB > 0 &&
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conv.FloatIndex(now) > base.FloatIndex(now) &&
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convToBase > 0 &&
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leadA.Float(-1) > leadB.Float(-1) &&
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futureLeadAToLeadB > 0 &&
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lagging.FloatIndex(*laggingTime) > leadA.FloatIndex(*laggingTime) {
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laggingToLeadA > 0 {
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t.Buy(10000, 0, 0)
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t.Buy(10000, 0, 0)
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} else if data.CloseIndex(now) < leadA.FloatIndex(now) &&
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} else if closeToLeadA < 0 &&
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leadA.FloatIndex(now) < leadB.FloatIndex(now) &&
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leadAToLeadB < 0 &&
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conv.FloatIndex(now) < base.FloatIndex(now) &&
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convToBase < 0 &&
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leadA.Float(-1) < leadB.Float(-1) &&
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futureLeadAToLeadB < 0 &&
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lagging.FloatIndex(*laggingTime) < leadA.FloatIndex(*laggingTime) {
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laggingToLeadA < 0 {
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t.Sell(10000, 0, 0)
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t.Sell(10000, 0, 0)
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}
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}
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}
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}
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@ -74,7 +90,7 @@ func main() {
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auto.Backtest(auto.NewTrader(auto.TraderConfig{
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auto.Backtest(auto.NewTrader(auto.TraderConfig{
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Broker: auto.NewTestBroker(broker, nil, 10000, 50, 0.0002, 0),
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Broker: auto.NewTestBroker(broker, nil, 10000, 50, 0.0002, 0),
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Strategy: &IchimokuStrategy{convPeriod: 9, basePeriod: 26, leadingPeriods: 52},
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Strategy: &IchimokuStrategy{convPeriod: 9, basePeriod: 26, leadingPeriods: 52},
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Symbol: "USD_JPY",
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Symbol: "EUR_USD",
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Frequency: "M15",
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Frequency: "M15",
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CandlesToKeep: 2500,
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CandlesToKeep: 2500,
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}))
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}))
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@ -54,9 +54,9 @@ func Ichimoku(price *IndexedFrame[UnixTime], convPeriod, basePeriod, leadingPeri
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conv := price.Highs().Copy().Rolling(convPeriod).Max().Add(price.Lows().Copy().Rolling(convPeriod).Min()).DivFloat(2)
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conv := price.Highs().Copy().Rolling(convPeriod).Max().Add(price.Lows().Copy().Rolling(convPeriod).Min()).DivFloat(2)
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base := price.Highs().Copy().Rolling(basePeriod).Max().Add(price.Lows().Copy().Rolling(basePeriod).Min()).DivFloat(2)
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base := price.Highs().Copy().Rolling(basePeriod).Max().Add(price.Lows().Copy().Rolling(basePeriod).Min()).DivFloat(2)
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lagging := price.Closes().Copy()
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leadingA := conv.Copy().Add(base).DivFloat(2)
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leadingA := conv.Copy().Add(base).DivFloat(2)
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leadingB := price.Highs().Copy().Rolling(leadingPeriods).Max().Add(price.Lows().Copy().Rolling(leadingPeriods).Min()).DivFloat(2)
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leadingB := price.Highs().Copy().Rolling(leadingPeriods).Max().Add(price.Lows().Copy().Rolling(leadingPeriods).Min()).DivFloat(2)
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lagging := price.Closes().Copy()
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// Return a DataFrame of the results.
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// Return a DataFrame of the results.
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return NewIndexedFrame(
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return NewIndexedFrame(
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@ -64,6 +64,6 @@ func Ichimoku(price *IndexedFrame[UnixTime], convPeriod, basePeriod, leadingPeri
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base.SetName("Base"),
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base.SetName("Base"),
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leadingA.SetName("LeadingA").ShiftIndex(leadingPeriods, UnixTimeStep(frequency)),
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leadingA.SetName("LeadingA").ShiftIndex(leadingPeriods, UnixTimeStep(frequency)),
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leadingB.SetName("LeadingB").ShiftIndex(leadingPeriods, UnixTimeStep(frequency)),
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leadingB.SetName("LeadingB").ShiftIndex(leadingPeriods, UnixTimeStep(frequency)),
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lagging.SetName("Lagging").ShiftIndex(-leadingPeriods, UnixTimeStep(frequency)),
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lagging.SetName("Lagging").ShiftIndex(-basePeriod, UnixTimeStep(frequency)),
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)
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)
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}
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}
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