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RePaNoCHa 양적 거래 전략

저자:차오장, 날짜: 2023-09-25 18:29:33
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전반적인 설명

RePaNoCHa 전략은 양적 거래에 대한 여러 지표와 위험 관리 기술을 통합합니다. 주로 트렌드 방향과 잠재적 인 반전 지점을 식별하여 구매 및 판매 신호를 생성합니다. 전략에는 또한 트레일링 스톱 로스, 고정 스톱 로스 및 수익을 확보하고 위험을 제어합니다.

전략 논리

이 전략은 다음의 지표를 통합합니다.

  • T3 이동 평균: 가격 추세를 측정하기 위해.

  • 평균 범위 필터: 가격 변동 영역을 식별합니다.

  • ADX: 트렌드 강도를 결정하기 위해

  • SAR: 잠재적인 전환점을 표시합니다.

  • RSI: 과잉 구매/ 과잉 판매 수준을 식별합니다.

  • MACD: 가격 동력을 표시합니다.

지표가 정렬 된 신호를 줄 때 전략은 트렌드가 시작되었음을 결정하고 엔트리 신호를 생성합니다. 진입 후 가장 높은 / 가장 낮은 가격의 비율을 따라 선형 후속 스톱 손실을 사용하여 수익이 증가함에 따라 점차 상승합니다. 고정 비율 스톱 손실은 거래당 최대 손실을 제한하는 데 사용됩니다.

특히, 가격이 범위 상단보다 높을 때, T3 상승, ADX 상승, SAR 상승, RSI 중점 이상, MACD 긍정적, 긴 신호가 생성됩니다. 반대 조건은 짧은 신호를 생성합니다. 수익을 취하고 손실을 중지하는 것은 입시 가격의 1% 및 3%로 고정됩니다. 트레이링 중지 거리는 입시 가격에 대한 현재 이익에 따라 선형적으로 설정됩니다.

이점 분석

  • 다중 지표가 정확성을 향상시킵니다. 트렌드, 모멘텀, 반전 지표를 결합하면 단일 지표의 함정을 피할 수 있습니다.

  • 유연한 트레일링 스톱 로크 수익
    트레이링 스톱 레벨은 변화하는 이익에 따라 가격 변동을 더 잘 추적하고 수익을 확보합니다.

  • 고정 정지 컨트롤 최대 손실 고정 스톱 로스 비율은 거래당 최대 손실을 제한하고 손실 확장을 방지합니다.

  • 사용자 정의 가능한 매개 변수 지표 매개 변수는 다양한 거래 제품에 최적화를 위해 자유롭게 조정할 수 있습니다.

위험 분석

  • 더 많은 지표로 결정의 어려움이 증가합니다. 너무 많은 지표가 모순을 초래하고 의사결정에서 어려움을 증가시킬 수 있습니다. 지표의 효과는 적절한 평가가 필요합니다.

  • 높은 변동성 (high volatility) 에서 윙사 (whipsaw) 및 스톱 로스 (stop loss) 트리거 급격한 변동은 윙사와 빈번한 스톱 손실을 유발할 수 있으며, 수익을 취하는 것이 쓸모없습니다.

  • 더 높은 빈도로 인해 거래 비용이 증가합니다. 더 짧은 기간 신호는 거래 빈도와 미끄러짐 비용을 증가시켜 실제 수익성에 영향을 미칩니다.

  • 여러 매개 변수와 함께 어려운 최적화 다양한 매개 변수 조합을 테스트하면 최적화가 어려워지고 충분한 역사가 필요합니다.

개선 방향

  • 부하를 피하기 위해 실제 지표 효과를 평가합니다. 테스트 결과를 비교하여 각 지표의 실제 추가 이익을 조사하고 불필요한 것을 제거합니다.

  • 후속 정지 알고리즘을 최적화
    수익을 추적하는 더 나은 방법을 찾기 위해 다른 트레일링 스톱 알고리즘을 테스트합니다.

  • 실제 미끄러짐 및 수수료에 대한 회계 진출 결정에 도움이 되는 백테스트에 실제 거래 비용을 포함합니다.

  • 변동성에 따른 별도의 매개 변수 최적화 안정성을 높이기 위해 높은/저한 변동성 세션에 대해 매개 변수를 별도로 최적화합니다.

요약

RePaNoCHa 전략은 여러 지표와 스톱 메커니즘을 통합하여 비교적 안정적인 자동화 거래 결정과 수익 관리를 실현합니다. 그러나 높은 거래 빈도 및 복잡한 최적화 프로세스는 추가 개선이 필요합니다. 더 많은 실제 요소가 백테스트에 도입되어야하며 비교적 적극적인 거래 접근 방식에서 일관된 장기 수익을 달성하기 위해 모델을 단순화하고 과잉 적합성 위험을 줄이기 위해 벤치마크 테스트와 같은 기술을 채택해야합니다.


/*backtest
start: 2022-09-18 00:00:00
end: 2023-09-24 00:00:00
period: 1d
basePeriod: 1h
exchanges: [{"eid":"Futures_Binance","currency":"BTC_USDT"}]
*/

//@version=4

strategy(title = "RePaNoCHa V4 [Backtest]", overlay = true, initial_capital = 1000, pyramiding = 100,
   calc_on_order_fills = false, calc_on_every_tick = false, default_qty_type = strategy.percent_of_equity, default_qty_value = 100, commission_value = 0.075)

//study(title="RePaNoCHa V4 [Alerts]", overlay=true)

// 
// Copyright by XaviZ v1.0 26/07/2019 
//
// Script for automatic trading with Alerts (Use Backtest to customize your own settings)
//
// LG --> Long (green:not confirmed) (lime: confirmed)
// ST --> Short (maroon: not confirmed) (red: confirmed)
// TS --> Trailing Stop
// xL --> Close Long Position
// xS --> Close Short Position
// SL --> Stop Loss
//
// The trailing stop closes the trade if the price changes direction by a specified percentage or offset. 
// There is no ideal distance because markets and price are always changing and we know that is impossible to exit on the top or bottom. 
// This script interpolate the trailing Stop Offset with profit, higher profit --> higher Trailing Stop Offset. Despite this, it's difficult to catch the price but not impossible.
// It has a TS delay too. It take a snapshot every X seconds, if the TS is activated the alert is triggered, otherwise the price keeps fluctuating until a new snapshot. 
//
// Thanks...
//
// BTC: 3LEUP3WjQctdbFjBavcmRGUVRBje8bptCd
// ETH: 0x518AAD4746912ae506c82B747488306186c4d546
// 

// INITIAL SETTINGS
// ░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░

Position = input("BOTH", "POSITIONS", options = ["BOTH","LONG","SHORT"])
src = input(hlc3, "SOURCE", type = input.source)

// T3
// ░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░

T3_len = input(3, "T3 LENGTH", minval = 2)
a1 = input(0.4, "T3 VOLUME FACTOR", step = 0.1, minval = 0.1)

T3(_src,_T3_len,_a1)=>
    e1=ema(_src, _T3_len)
    e2=ema(e1,_T3_len)
    e3=ema(e2,_T3_len)
    e4=ema(e3,_T3_len)
    e5=ema(e4,_T3_len)
    e6=ema(e5,_T3_len)
    c1=-_a1*_a1*_a1
    c2=3*_a1*_a1+3*_a1*_a1*_a1
    c3=-6*_a1*_a1-3*_a1-3*_a1*_a1*_a1
    c4=1+3*_a1+_a1*_a1*_a1+3*_a1*_a1
    _T3=c1*e6+c2*e5+c3*e4+c4*e3
    _T3

T3_Rising = T3(src,T3_len,a1) > T3(src,T3_len,a1)[1]
T3_Falling = T3(src,T3_len,a1) < T3(src,T3_len,a1)[1]

T3_color = T3_Rising ? color.green : T3_Falling ? color.red : color.yellow

plot(T3(src,T3_len,a1), color=T3_color, linewidth = 3, title= "T3")

// RANGE FILTER
// ░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░

per = input(defval=23, title="SAMPLING PERIOD", minval=1)
mult = input(defval=1.5, title="RANGE MULTIPLIER", minval=0.1, step = 0.1)

Range_filter(_src, _per, _mult)=>
    var float _upward = 0.0
    var float _downward = 0.0
    wper      = (_per*2) - 1
    avrng     = ema(abs(_src - _src[1]), _per)
    _smoothrng = ema(avrng, wper)*_mult
    _filt  = _src
    _filt := _src > nz(_filt[1]) ? ((_src-_smoothrng) < nz(_filt[1]) ? nz(_filt[1]) : (_src-_smoothrng)) : ((_src+_smoothrng) > nz(_filt[1]) ? nz(_filt[1]) : (_src+_smoothrng))
    _upward := _filt > _filt[1] ? nz(_upward[1]) + 1 : _filt < _filt[1] ? 0 : nz(_upward[1])
    _downward := _filt < _filt[1] ? nz(_downward[1]) + 1 : _filt > _filt[1] ? 0 : nz(_downward[1])
    [_smoothrng,_filt,_upward,_downward]

[smoothrng, filt, upward, downward] = Range_filter(src, per, mult)

hband = filt + smoothrng
lband = filt - smoothrng

filtcolor = upward > 0 ? color.lime : downward > 0 ? color.red : color.orange
filtplot = plot(filt, color = filtcolor, linewidth = 3, title="Range Filter", editable = false)

hbandplot = plot(hband, color = color.aqua, transp = 60, title = "High Target", editable = false)
lbandplot = plot(lband, color = color.aqua, transp = 60, title = "Low Target", editable = false)

fill(hbandplot, filtplot, color = color.aqua, title = "High Target Range", editable = false)
fill(lbandplot, filtplot, color = color.aqua, title = "Low Target Range", editable = false)

// ADX MasaNakamura version
// ░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░

ADX_len = input(12, title="ADX LENGTH", type=input.integer, minval = 1)
th = input(8, title="ADX THRESHOLD", type=input.integer, minval = 0)

calcADX(_ADX_len)=>
    var float SmoothedTrueRange = 0.0
    var float SmoothedDirectionalMovementPlus = 0.0
    var float SmoothedDirectionalMovementMinus = 0.0
    TrueRange = max(max(high-low, abs(high-nz(close[1]))), abs(low-nz(close[1])))
    DirectionalMovementPlus = high-nz(high[1]) > nz(low[1])-low ? max(high-nz(high[1]), 0): 0
    DirectionalMovementMinus = nz(low[1])-low > high-nz(high[1]) ? max(nz(low[1])-low, 0): 0
    SmoothedTrueRange := nz(SmoothedTrueRange[1]) - (nz(SmoothedTrueRange[1])/_ADX_len) + TrueRange
    SmoothedDirectionalMovementPlus := nz(SmoothedDirectionalMovementPlus[1]) - (nz(SmoothedDirectionalMovementPlus[1])/_ADX_len) + DirectionalMovementPlus
    SmoothedDirectionalMovementMinus := nz(SmoothedDirectionalMovementMinus[1]) - (nz(SmoothedDirectionalMovementMinus[1])/_ADX_len) + DirectionalMovementMinus
    _DIPlus = SmoothedDirectionalMovementPlus / SmoothedTrueRange * 100
    _DIMinus = SmoothedDirectionalMovementMinus / SmoothedTrueRange * 100
    DX = abs(_DIPlus-_DIMinus) / (_DIPlus+_DIMinus)*100
    _ADX = sma(DX, _ADX_len)
    [_DIPlus,_DIMinus,_ADX]
 
[DIPlus, DIMinus, ADX] = calcADX(ADX_len)

macol = DIPlus > DIMinus and ADX > th ? color.lime : DIPlus < DIMinus and ADX > th ? color.red : color.orange
barcolor(color = macol, title = "ADX")

// SAR
// ░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░

Sst = input (0.07, "SAR STAR", step=0.01, minval = 0.01)
Sinc = input (0.05, "SAR INC", step=0.01, minval = 0.01)
Smax = input (0.15, "SAR MAX", step=0.05, minval = 0.01)

CalcSARwithoutSAR(_Sst, _Sinc, _Smax)=>
    P = 1
    EP = max(high, high[1])
    _SAR = min(low, low[1])
    AF = _Sst
    EPnew = 0.0
    AFnew = _Sst
    if nz(P[1]) == 0
        P := 1
    else
        if (P[1] == 1)
            EPnew := max(high, EP[1])
        else
            EPnew := min(low, EP[1]) 
    
        if EPnew != EP[1]
            AFnew := min(_Smax, AF[1] + _Sinc)
        else
            AFnew := AF[1]
        
    if nz(P[1]) == 0
        P := 1
    else 
        if P[1] == 1 and _SAR[1] + AF[1] * (EPnew - _SAR[1]) <= low
            P := 1
            _SAR := _SAR[1] + AFnew * (EPnew - _SAR[1])
            EP := EPnew
            AF := AFnew
        else        
            if P[1] == 1 and _SAR[1] + AF[1] * (EPnew - _SAR[1]) > low
                if low >= _SAR[1]
                    P := 1
                    _SAR := low
                    EP := EPnew
                    AF := AFnew
                else
                    P := -1
                    _SAR := max(high, EP[1])
                    EP := min(low, low[1])
                    AF := _Sst
            else 
                if P[1] == -1 and _SAR[1] - AF[1] * (_SAR[1] - EPnew) >= high
                    P := -1
                    _SAR := _SAR[1] - AFnew * (_SAR[1] - EPnew)
                    EP := EPnew
                    AF := AFnew
                else
                    if P[1] == -1 and _SAR[1] - AF[1] * (_SAR[1] - EPnew) < high
                        if high <= _SAR[1]
                            P := -1
                            _SAR := high
                            EP := EPnew
                            AF := AFnew
                        else
                            P := 1
                            _SAR := min(low, EP[1])
                            EP := max(high, high[1])
                            AF := _Sst
    _SAR

SAR = CalcSARwithoutSAR(Sst, Sinc, Smax)
plot(SAR, color = macol, style = plot.style_cross, title = "SAR") 

// RSI 
// ░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░

RSI_len = input(14, "RSI LENGHT", minval = 1)
RSI_obos = input(52,title="RSI CENTER LINE", type=input.integer, minval = 1)

RSI(len)=>
    up_rsi = rma(max(change(close), 0), len)
    down_rsi = rma(-min(change(close), 0), len)
    rsi = down_rsi == 0 ? 100 : up_rsi == 0 ? 0 : 100 - (100 / (1 + up_rsi / down_rsi))
    rsi

// MACD
// ░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░

fast_length = input(title="MACD FAST LENGTH", type=input.integer, minval = 1, defval=10)
slow_length = input(title="MACD SLOW LENGTH", type=input.integer, minval = 1, defval=19)
signal_length = input(title="MACD SIGNAL SMOOTHING", type=input.integer, minval = 1, maxval = 50, defval = 9)
sma_source = input(title="MACD SIMPLE MA(Oscillator)", type=input.bool, defval=false)

MACD(_src,_fast_length,_slow_length)=>
    fast_ma = sma_source ? sma(_src, _fast_length) : ema(_src, _fast_length)
    slow_ma = sma_source ? sma(_src, _slow_length) : ema(_src, _slow_length)
    macd = fast_ma - slow_ma
    signal = sma_source ? sma(macd, signal_length) : ema(macd, signal_length)
    _hist = macd - signal
    _hist

hist = MACD(src,fast_length,slow_length)
    
// STRATEGY
// ░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░

var bool longCond = na
var bool shortCond = na
longCond := (high > hband and upward > 0) and not (DIPlus < DIMinus and ADX > th) and (SAR < close) and (T3_Rising) and (RSI(RSI_len) > RSI_obos) and (hist > 0) and (timenow > time + 10000)
shortCond := (low < lband and downward > 0) and not (DIPlus > DIMinus and ADX > th) and (SAR > close) and (T3_Falling) and (RSI(RSI_len) < RSI_obos) and (hist < 0) and (timenow > time + 10000)

var bool XlongCond = na
var bool XshortCond = na
XlongCond := (low < hband and downward > 0) and (DIPlus > DIMinus and ADX > th) and (SAR > close) and (T3_Falling) and (timenow > time + 10000)
XshortCond := (high > lband and upward > 0) and (DIPlus < DIMinus and ADX > th) and (SAR < close) and (T3_Rising) and (timenow > time + 10000)

var int CondIni_long = 0
CondIni_long := longCond ? 1 : shortCond ? -1 : CondIni_long[1]

var int CondIni_short = 0
CondIni_short := longCond ? 1 : shortCond ? -1 : CondIni_short[1]

longCondition = (longCond and CondIni_long[1] == -1)
shortCondition = (shortCond and CondIni_short[1] == 1)

var int CondIniX = 0
CondIniX := XlongCond ? 1 : XshortCond ? -1 : CondIniX[1]
XlongCondition = XlongCond and CondIniX[1] == -1
XshortCondition = XshortCond and CondIniX[1] == 1

// Get the price of the last opened long or short

var float last_open_longCondition = na
var float last_open_shortCondition = na
last_open_longCondition := longCondition ? close : nz(last_open_longCondition[1])
last_open_shortCondition := shortCondition ? close : nz(last_open_shortCondition[1])

// Check if your last postion was a long or a short

var int last_longCondition = na
var int last_shortCondition = na
last_longCondition := longCondition ? time : nz(last_longCondition[1])
last_shortCondition := shortCondition ? time : nz(last_shortCondition[1])

in_longCondition = last_longCondition > last_shortCondition
in_shortCondition = last_shortCondition > last_longCondition

var int last_XlongCondition = na
var int last_XshortCondition = na
last_XlongCondition := XlongCondition ? time : nz(last_XlongCondition[1])
last_XshortCondition := XshortCondition ? time : nz(last_XshortCondition[1])

in_longConditionX = last_longCondition > last_XlongCondition
in_shortConditionX = last_shortCondition > last_XshortCondition

// TRAILING STOP
// ░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░

isTSl = Position == "SHORT" ? na : true
isTSs = Position == "LONG" ? na : true
tsi = input(0.5, "TRAILING STOP ACTIVATION %", type = input.float, step = 0.1) 
ts_low_profit = input(0.25, "TRAILING STOP OFFSET % --> WHEN PROFIT=0.5% (MINIMUM)", type = input.float, step = 0.05, minval = 0.01)
ts_high_profit = input(1.0, "TRAILING STOP OFFSET % --> WHEN PROFIT=10% (LINEAR_EXTRAPOLATION)", type = input.float, step = 0.1, minval = 0.1)
delay = input(120, "TRAILING STOP DELAY (SECONDS BETWEEN SNAPSHOTS)", type = input.integer, minval = 30, maxval = 300, step = 30)*1000

// Dynamic Trailing Stop linear extrapolation / interpolation according with profit

ts_dynamic(x)=> 
    ts_dynamic = 0.0
    ts_dynamic := max(((((ts_high_profit-ts_low_profit)/9.5)*(x-0.5)) + ts_low_profit), ts_low_profit)

long_profit = abs(((high-last_open_longCondition)/last_open_longCondition)*100)
short_profit = abs(((low-last_open_shortCondition)/last_open_shortCondition)*100)

var float ts = 0.0
ts := in_longCondition ? ts_dynamic(long_profit) : ts_dynamic(short_profit)

// Time between snapshots

round = (floor(timenow/(delay)))*(delay)

var bool ts_delay = 0
if timenow < (time + (timeframe.multiplier*60000) - 60000)
    ts_delay := (timenow >= round + (delay)-7500) ? 1 : 0
else
    if timenow > (time + (timeframe.multiplier*60000) - 60000) 
       or ((in_longCondition and high > ((last_open_longCondition*(1+(tsi/100)))*(1+(ts/100)))) and (close < (last_open_longCondition*(1+(tsi/100))))) 
       or ((in_shortCondition and low < (last_open_shortCondition*(1-(tsi/100)))) and (close > (last_open_shortCondition*(1-(tsi/100)))))
        ts_delay := 1

// TS Conditions

var bool long_ts = na
var bool short_ts = na

if high > ((last_open_longCondition*(1+(tsi/100)))*(1+(ts/100)))
    long_ts := isTSl and high >= (close*(1+(ts/100))) and high >= (last_open_longCondition*(1+(tsi/100))) and (high >= hband*(1+(ts/100))) and in_longCondition and in_longConditionX and not longCondition
else
    if high <= ((last_open_longCondition*(1+(tsi/100)))*(1+(ts/100)))
        long_ts := isTSl and high >= (close*(1+(ts/100))) and high >= (last_open_longCondition*(1+(tsi/100))) and close >= (last_open_longCondition*(1+(tsi/100))) and (high >= hband*(1+(ts/100)))
           and in_longCondition and in_longConditionX and not longCondition

if (timenow > (time + (timeframe.multiplier*60000) - 60000)) and high < (close*(1+(ts/100))) and (high > ((last_open_longCondition*(1+(tsi/100)))*(1+(ts/100)))) and (high >= hband*(1+(ts/100)))
    long_ts := isTSl and in_longCondition and in_longConditionX and not longCondition

if low < ((last_open_shortCondition*(1-(tsi/100)))*(1-(ts/100)))      
    short_ts := isTSs and low <= (close*(1-(ts/100))) and low <= (last_open_shortCondition*(1-(tsi/100))) and (low <= lband*(1-(ts/100))) and in_shortCondition and in_shortConditionX and not shortCondition
else
    if low >= ((last_open_shortCondition*(1-(tsi/100)))*(1-(ts/100)))
        short_ts := isTSs and low <= (close*(1-(ts/100))) and low <= (last_open_shortCondition*(1-(tsi/100))) and close <= (last_open_shortCondition*(1-(tsi/100))) and (low <= lband*(1-(ts/100)))
           and in_shortCondition and in_shortConditionX and not shortCondition

if (timenow > (time + (timeframe.multiplier*60000) - 60000)) and low > (close*(1-(ts/100))) and (low < ((last_open_shortCondition*(1-(tsi/100)))*(1-(ts/100)))) and (low <= lband*(1-(ts/100)))
    short_ts := isTSs and in_shortCondition and in_shortConditionX and not shortCondition
    
// Ts Antiliquidation. For pumps on same candle of entry.

last_open_long = max(SAR[1],hband)
last_open_short = min(SAR[1],lband)

ts_antiliq_long_profit = abs(((high-last_open_long)/last_open_long)*100)
ts_antiliq_short_profit = abs(((low-last_open_short)/last_open_short)*100)

ts_antiliq = in_longCondition ? ts_dynamic(ts_antiliq_long_profit) : ts_dynamic(ts_antiliq_short_profit)

var bool long_ts_antiliq = na
var bool short_ts_antiliq = na

Act_ts_antiliq = input(2.0, "TRAILING STOP ANTI-LIQUIDATION ACTIVATION % ", type = input.float, step = 0.1)

long_ts_antiliq := isTSl and longCondition and high > ((last_open_long*(1+(Act_ts_antiliq/100)))*(1+(ts_antiliq/100))) and high > last_open_long*(1+(Act_ts_antiliq/100)) and (DIPlus > DIMinus and ADX > th) 
   and high >= (close*(1+(ts_antiliq/100))) and in_longCondition and in_longConditionX

short_ts_antiliq := isTSs and shortCondition and low < ((last_open_short*(1-(Act_ts_antiliq/100)))*(1-(ts_antiliq/100))) and low < last_open_short*(1-(Act_ts_antiliq/100)) and (DIPlus < DIMinus and ADX > th) 
   and low <= (close*(1-(ts_antiliq/100))) and in_shortCondition and in_shortConditionX
    
// Get the time of the last ts close

var int last_long_ts = na
var int last_short_ts = na
last_long_ts := long_ts ? time : nz(last_long_ts[1])
last_short_ts := short_ts ? time : nz(last_short_ts[1])

Final_Long_ts = (long_ts and last_longCondition > nz(last_long_ts[1]))
Final_Short_ts = (short_ts and last_shortCondition > nz(last_short_ts[1]))

var int last_long_ts_antiliq = na
var int last_short_ts_antiliq = na
last_long_ts_antiliq := long_ts_antiliq ? time : nz(last_long_ts_antiliq[1])
last_short_ts_antiliq := short_ts_antiliq ? time : nz(last_short_ts_antiliq[1])

Final_Long_ts_antiliq = (long_ts_antiliq and last_longCondition > nz(last_long_ts_antiliq[1]))
Final_Short_ts_antiliq = (short_ts_antiliq and last_shortCondition > nz(last_short_ts_antiliq[1]))

// STOP LOSS
// ░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░

Act_sl = input(false, "STOP LOSS")
isSLl = Position == "SHORT" ? na : true
isSLs = Position == "LONG" ? na : true
sl = input(3.0, "STOP LOSS %", type = input.float, step = 0.1)

long_sl = Act_sl and isSLl and low <= ((1-(sl/100))*last_open_longCondition) and not (open < ((1-(sl/100))*last_open_longCondition)) and in_longCondition and not longCondition
short_sl = Act_sl and isSLs and high >= ((1+(sl/100))*last_open_shortCondition) and not (open > ((1+(sl/100))*last_open_shortCondition)) and in_shortCondition and not shortCondition

// Get the time of the last sl close

var int last_long_sl = na
var int last_short_sl = na
last_long_sl := long_sl ? time : nz(last_long_sl[1])
last_short_sl := short_sl ? time : nz(last_short_sl[1])

// Sl counter

var int CondIni_long_sl = 0
CondIni_long_sl := long_sl or Final_Long_ts ? 1 : longCondition ? -1 : CondIni_long_sl[1]

var int CondIni_short_sl = 0
CondIni_short_sl := short_sl or Final_Short_ts ? 1 : shortCondition ? -1 : CondIni_short_sl[1]

Final_Long_sl = long_sl and CondIni_long_sl[1] == -1 and in_longConditionX and not XlongCondition and not Final_Long_ts
Final_Short_sl = short_sl and CondIni_short_sl[1] == -1 and in_shortConditionX and not XshortCondition and not Final_Short_ts

// Final Long & Short Counter

if Final_Long_ts or Final_Long_sl or XlongCondition
    CondIni_long := -1

if Final_Short_ts or Final_Short_sl or XshortCondition
    CondIni_short := 1

// SIGNALS
// ░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░

// long & short

Final_longCondition_notconfirmed = Position == "SHORT" ? na : longCondition and (DIPlus > DIMinus and ADX > th)
Final_shortCondition_notconfirmed = Position == "LONG" ? na : shortCondition and (DIPlus < DIMinus and ADX > th)

//plotshape(Final_longCondition_notconfirmed, title = "Long Signal", text = "LG", style=shape.triangleup, location=location.belowbar, color = #2E8B57, transp = 0, size=size.tiny)
//plotshape(Final_shortCondition_notconfirmed, title = "Short Signal", text = "ST", style=shape.triangledown, location=location.abovebar, color = #B22222, transp = 0, size=size.tiny)

Final_longCondition = Position == "SHORT" ? na : longCondition[1] and not (shortCondition and (DIPlus < DIMinus and ADX > th))
Final_shortCondition = Position == "LONG" ? na : shortCondition[1] and not (longCondition and (DIPlus > DIMinus and ADX > th))

//plotshape(Final_longCondition, title = "Long Signal", text = "LG", style=shape.triangleup, location=location.belowbar, color = color.lime, transp = 0, size=size.tiny)
//plotshape(Final_shortCondition, title = "Short Signal", text = "ST", style=shape.triangledown, location=location.abovebar, color = color.red, transp = 0, size=size.tiny)

// Xlong & Xshort

var int CondIni_Xlong = 0
CondIni_Xlong := Final_Long_ts or XlongCondition or Final_shortCondition ? 1 : Final_longCondition ? -1 : CondIni_Xlong[1]

var int CondIni_Xshort = 0
CondIni_Xshort := Final_Short_ts or XshortCondition or Final_longCondition ? 1 : Final_shortCondition ? -1 : CondIni_Xshort[1]

var bool Final_XlongCondition = na
var bool Final_XshortCondition = na

Final_XlongCondition := Position == "SHORT" ? na : 
   ((shortCondition and last_longCondition > last_shortCondition[1]) or (XlongCondition and last_longCondition > last_XlongCondition[1])) and CondIni_Xlong[1] == -1 
   and not Final_shortCondition_notconfirmed and not Final_shortCondition
Final_XshortCondition := Position == "LONG" ? na : 
   ((longCondition and last_shortCondition > last_longCondition[1]) or (XshortCondition and last_shortCondition > last_XshortCondition[1])) and CondIni_Xshort[1] == -1 
   and not Final_longCondition_notconfirmed and not Final_longCondition
   
F_XLONG = Final_XlongCondition[1] and not Final_shortCondition and not Final_shortCondition_notconfirmed and not Final_longCondition_notconfirmed
F_XSHORT = Final_XshortCondition[1] and not Final_longCondition and not Final_longCondition_notconfirmed and not Final_shortCondition_notconfirmed

//plotshape(F_XLONG, title = "xL Signal", text = "xL", style=shape.triangledown, location=location.abovebar, color = color.orange, transp = 0, size=size.tiny)
//plotshape(F_XSHORT, title = "xS Signal", text = "xS", style=shape.triangleup, location=location.belowbar, color = color.aqua, transp = 0, size=size.tiny)

// Ts

//plotshape(Final_Long_ts, text ="TS", title="Trailing Stop Long", style=shape.triangledown, location=location.abovebar, color = color.red, editable = false, transp = 0) 
//plotshape(Final_Short_ts, text ="TS", title="Trailing Stop Short", style=shape.triangleup, location=location.belowbar, color = color.lime, editable = false, transp = 0) 

//lts = iff(Final_Long_ts, high*(1-(ts/100)), na), plot(lts, style = plot.style_cross, linewidth=3, color = color.white, editable = false)
//sts = iff(Final_Short_ts, low*(1+(ts/100)), na), plot(sts, style = plot.style_cross, linewidth=3, color = color.white, editable = false)

// Ts anti-liquidation

//plotshape(Final_Long_ts_antiliq, text ="TSA", title="Trailing Stop Long Antiliq", style=shape.triangledown, location=location.abovebar, color = color.red, editable = false, transp = 0) 
//plotshape(Final_Short_ts_antiliq, text ="TSA", title="Trailing Stop Short Antiliq", style=shape.triangleup, location=location.belowbar, color = color.lime, editable = false, transp = 0) 

//lts_antiliq = iff(Final_Long_ts_antiliq, high*(1-(ts_antiliq/100)), na), plot(lts_antiliq, style = plot.style_cross, linewidth=3, color = color.white, editable = false)
//sts_antiliq = iff(Final_Short_ts_antiliq, low*(1+(ts_antiliq/100)), na), plot(sts_antiliq, style = plot.style_cross, linewidth=3, color = color.white, editable = false)

// Sl

//plotshape(Final_Long_sl, text ="SL", title="Stop Loss Long", style=shape.triangledown, location=location.abovebar, color = color.fuchsia, editable = false, transp = 0) 
//plotshape(Final_Short_sl, text ="SL", title="Stop Loss Short", style=shape.triangleup, location=location.belowbar, color = color.fuchsia, editable = false, transp = 0) 

//lsl = iff(Final_Long_sl, (1-(sl/100))*last_open_longCondition, na), plot(lsl, style = plot.style_cross, linewidth=2, color = color.white, editable = false)
//ssl = iff(Final_Short_sl, (1+(sl/100))*last_open_shortCondition, na), plot(ssl, style = plot.style_cross, linewidth=2, color = color.white, editable = false)

// Levels

plot(isTSl and in_longCondition == 1 ? (last_open_longCondition*(1+(tsi/100))) : na, "Long Trailing", color = color.white, style=3, linewidth=1, editable = false)
plot(isTSs and in_shortCondition == 1 ? (last_open_shortCondition*(1-(tsi/100))) : na, "Short Trailing", color = color.white, style=3, linewidth=1, editable = false)

//plot(isTSl and longCondition and high > last_open_long*(1+(Act_ts_antiliq/100)) and (DIPlus > DIMinus and ADX > th) ? 
//   last_open_long*(1+(Act_ts_antiliq/100)) : na, "Long TSA", color = color.lime, style=3, linewidth=2, editable = false)
//plot(isTSs and shortCondition and low < last_open_short*(1-(Act_ts_antiliq/100)) and (DIPlus < DIMinus and ADX > th) ? 
//   last_open_short*(1-(Act_ts_antiliq/100)) : na, "Short TSA", color = color.red, style=3, linewidth=2, editable = false)

// Weekend

Weekend = input(true, "SHOW WEEKEND")
W_color = Weekend and (dayofweek == dayofweek.sunday or dayofweek == dayofweek.saturday) ? color.teal : na
bgcolor(W_color, title = "WEEKEND")

// ALERTS
// ░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░

// or Final_longCondition_notconfirmed (green signals)
//alertcondition(
//   Final_longCondition,  
//   title="Long Alert", 
//   message = "LONG"
//   )
   
// or Final_shortCondition_notconfirmed (maroon signals)
//alertcondition(
//   Final_shortCondition, 
//   title="Short Alert", 
//   message = "SHORT"
//   )

//alertcondition(
//   (Final_Long_ts and ts_delay)
//   or F_XLONG 
//   or Final_Long_sl 
//   or (Final_Long_ts_antiliq and close >= (last_open_long*(1+(Act_ts_antiliq/100)))), 
//   title="XLong TS/XL/SL Alert", 
//   message = "XLONG TS/XL/SL"
//   )

//alertcondition(
//   (Final_Short_ts and ts_delay) 
//   or F_XSHORT 
//   or Final_Short_sl 
//   or (Final_Short_ts_antiliq and close <= (last_open_short*(1-(Act_ts_antiliq/100)))), 
//   title="XShort TS/XL/SL Alert", 
//   message = "XSHORT TS/XL/SL"
//   )

// BOT SYNTAX (DERIBIT EXAMPLE)
// ░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░

// message = "LONG | e=DERIBIT a=ACCOUNT s=BTC-PERPETUAL c=order | delay=1 | e=DERIBIT a=ACCOUNT s=BTC-PERPETUAL c=position b=short t=market | delay=2 | e=DERIBIT a=ACCOUNT s=BTC-PERPETUAL b=long q=50% t=market | delay=2 | e=DERIBIT a=ACCOUNT s=BTC-PERPETUAL c=position b=long sl=-3.1% p=-3%"
// message = "SHORT | e=DERIBIT a=ACCOUNT s=BTC-PERPETUAL c=order | delay=1 | e=DERIBIT a=ACCOUNT s=BTC-PERPETUAL c=position b=long t=market | delay=2 | e=DERIBIT a=ACCOUNT s=BTC-PERPETUAL b=short q=50% t=market | delay=2 | e=DERIBIT a=ACCOUNT s=BTC-PERPETUAL c=position b=short sl=3% p=3.1%"
// message = "XSHORT/TS/SL | e=DERIBIT a=ACCOUNT s=BTC-PERPETUAL c=order | delay=2 | e=DERIBIT a=ACCOUNT s=BTC-PERPETUAL c=position b=short t=market"
// message = "XLONG/TS/SL | e=DERIBIT a=ACCOUNT s=BTC-PERPETUAL c=order | delay=2 | e=DERIBIT a=ACCOUNT s=BTC-PERPETUAL c=position b=long t=market"
//
// Using t=limit on entries --> comission_value = 0.025

// BACKTESTING
// ░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░

BT_Final_longCondition = Position == "SHORT" ? na : longCondition
BT_Final_shortCondition = Position == "LONG" ? na : shortCondition

testStartYear = input(2019, "BACKTEST START YEAR", minval = 1, maxval = 2222) 
testStartMonth = input(01, "BACKTEST START MONTH", minval = 1, maxval = 12)
testStartDay = input(01, "BACKTEST START DAY", minval = 1, maxval = 31)
testPeriodStart = timestamp(testStartYear,testStartMonth,testStartDay,0,0)

if (BT_Final_longCondition)
    strategy.entry("long", strategy.long, when = time >= testPeriodStart)
if (BT_Final_shortCondition) 
    strategy.entry("short", strategy.short, when = time >= testPeriodStart)
    
pips_corection = input(2, "(TICKS/PIPS CORRECTION)")

strategy.exit("Tsl", "long", trail_points = (abs((last_open_longCondition*(1+(tsi/100)))-last_open_longCondition)*pips_corection),
   trail_offset = (high*(ts/100))*pips_corection, loss = Act_sl ? (abs((last_open_longCondition*(1-(sl/100)))-last_open_longCondition)*pips_corection) : na) 
strategy.exit("Tss", "short", trail_points = (abs((last_open_shortCondition*(1-(tsi/100)))-last_open_shortCondition)*pips_corection),
   trail_offset = (low*(ts/100))*pips_corection, loss = Act_sl ? (abs((last_open_shortCondition*(1+(sl/100)))-last_open_shortCondition)*pips_corection) : na) 

strategy.close_all(when = Final_XlongCondition or Final_XshortCondition or Final_Long_sl or Final_Short_sl)
  

더 많은