Market Code Wave B Automatische Kauf- und Verkaufsstrategie


Erstellungsdatum: 2024-01-26 16:16:44 zuletzt geändert: 2024-01-26 16:16:44
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Market Code Wave B Automatische Kauf- und Verkaufsstrategie

Überblick

Die Strategie nutzt die Wave Theorie der Krypto-Markt-Indikatoren und kombiniert mehrere technische Indikatoren, um einen automatischen Kauf und Verkauf zu ermöglichen. Sie kann Chancen identifizieren und Trends im Beginn eines Trends verfolgen.

Strategieprinzip

Die Strategie basiert hauptsächlich auf dem Marktcode Wave B. Dieser Indikator unterteilt die Preisentwicklung in zwei Ebenen: Wave 1 und Wave 2. Die erste Welle reagiert empfindlich, die zweite reagiert glatt. Ihre Kreuzung ist ein Kauf- und Verkaufssignal.

Der Code berechnet 1 und 2 Wellen durch die Wavetrend-Funktion. Dann wird die Wellenrichtung durch Überkauf und Überverkauf unterschieden. Zum Beispiel, wenn Wave 1 unter Wave 2 durchläuft, während Wave 2 sich in der Überkaufzone befindet, wird ein Verkaufssignal ausgegeben.

Darüber hinaus wurden verschiedene Hilfsindikatoren eingeführt, um die Entscheidungsgenauigkeit zu verbessern, darunter:

  • Extreme Zonen: Preisschwankungen in Kombination mit dem RSI und dem Kapitalflussindikator.

  • KD: Die Dynamik der Luftüberflutung

  • Abweichungen: Finden Sie einen Wendepunkt

  • Flagge: Beurteilung der Fortdauer der Tendenz

Schließlich wurde die endgültige Kaufentscheidung anhand der Wave und der Hilfsindikatoren getroffen.

Strategische Vorteile

Der größte Vorteil dieser Strategie liegt in der Fähigkeit, auf unterschiedliche Marktbedingungen zu reagieren.

  1. Mehrfache Kombination von Indikatoren mit hoher Genauigkeit

Die Strategie verwendet nicht nur die Kreuzung der Wave selbst als Kriterium, sondern führt auch mehrere Indikatoren wie RSI, KD und Abweichung ein, um die Genauigkeit der Entscheidung durch Kombination zu verbessern.

  1. Das ist eine gute Art, Trends zu erfassen.

Durch die Einführung des Flag Judgement Moduls ist es möglich, die Kontinuität des Trends zu beurteilen, um die Überlastung zu vermeiden und so die Chancen zu erkennen, wenn der Trend beginnt. Dies macht die Strategie besonders gut im Trend-Tracking.

  1. Es gibt viel Platz für manuelle Parameteroptimierungen

Die Strategieparameter sind sehr individuell anpassbar. Benutzer können verschiedene Parameter auswählen und optimieren, um sich an kompliziertere Marktumgebungen anzupassen. Dies ermöglicht eine breitere Anwendung der Strategie.

Strategisches Risiko

Die Strategie birgt auch einige potenzielle Risiken, die sich in folgenden Aspekten widerspiegeln:

  1. Mehrere Hilfsindikatoren für Konflikte

Es gibt eine Vielzahl von Hilfsindikatoren, und in einigen extremen Situationen kann es zu einer Konfliktbeurteilung kommen. Dies führt zu Unsicherheit bei der endgültigen Entscheidung.

  1. Parameter sind sehr schwierig zu optimieren

Da es sich um eine Vielzahl an anpassbaren Parametern handelt, ist die Optimierung der Parameterkombination mit einer großen Anzahl von Daten und Tests schwierig und leicht zu optimieren.

  1. Die Häufigkeit des Kaufens und Verkaufs könnte zu hoch sein.

Während der Schwankungen können Wave-Kreuzungen häufig auftreten, was zu einer zu häufigen Anzahl von Transaktionen führt. Dies führt zu zusätzlichen Transaktionskosten.

Das heißt, dass die Optimierung in folgenden Bereichen möglich ist:

  1. Mehr Filterbedingungen, um eine solide Entscheidungsfindung zu ermöglichen

  2. Priorisierung von Parametern, die eine strategische Bedeutung haben

  3. Erhöhung der Stop-Loss-Spanne und Verringerung der Verkaufsfrequenz

Zusammenfassen

Insgesamt ist die Strategie integrierte Anwendung der Markt-Cryptowellen-Theorie und mehrere technische Indikatoren, um die Fähigkeit, automatisch zu identifizieren, Kauf-und Verkaufspunkte und Trends zu verfolgen. Ihre Parameter sind flexibel, anpassungsfähig, gut zu fangen, Trend-Gelegenheiten.

Strategiequellcode
/*backtest
start: 2023-12-01 00:00:00
end: 2023-12-31 23:59:59
period: 1h
basePeriod: 15m
exchanges: [{"eid":"Futures_Binance","currency":"BTC_USDT"}]
*/

// This source code is subject to the terms of the Mozilla Public License 2.0 at https://mozilla.org/MPL/2.0/
// © vumanchu

//@version=5


//  Thanks to dynausmaux for the code
//  Thanks to falconCoin for https://www.tradingview.com/script/KVfgBvDd-Market-Cipher-B-Free-version-with-Buy-and-sell/ inspired me to start this.
//  Thanks to LazyBear for WaveTrend Oscillator https://www.tradingview.com/script/2KE8wTuF-Indicator-WaveTrend-Oscillator-WT/
//  Thanks to RicardoSantos for https://www.tradingview.com/script/3oeDh0Yq-RS-Price-Divergence-Detector-V2/
//  Thanks to LucemAnb for Plain Stochastic Divergence https://www.tradingview.com/script/FCUgF8ag-Plain-Stochastic-Divergence/
//  Thanks to andreholanda73 for MFI+RSI Area https://www.tradingview.com/script/UlGZzUAr/
//  I especially want to thank TradingView for its platform that facilitates development and learning.

//
//  CIRCLES & TRIANGLES:
//    - LITTLE CIRCLE: They appear at all WaveTrend wave crossings.
//    - GREEN CIRCLE: The wavetrend waves are at the oversold level and have crossed up (bullish).
//    - RED CIRCLE: The wavetrend waves are at the overbought level and have crossed down (bearish).
//    - GOLD/ORANGE CIRCLE: When RSI is below 20, WaveTrend waves are below or equal to -80 and have crossed up after good bullish divergence (DONT BUY WHEN GOLD CIRCLE APPEAR).
//    - None of these circles are certain signs to trade. It is only information that can help you. 
//    - PURPLE TRIANGLE: Appear when a bullish or bearish divergence is formed and WaveTrend waves crosses at overbought and oversold points.
//
//  NOTES:
//    - I am not an expert trader or know how to program pine script as such, in fact it is my first indicator only to study and all the code is copied and modified from other codes that are published in TradingView.
//    - I am very grateful to the entire TV community that publishes codes so that other newbies like me can learn and present their results. This is an attempt to imitate Market Cipher B. 
//    - Settings by default are for 4h timeframe, divergences are more stronger and accurate. Haven't tested in all timeframes, only 2h and 4h.
//    - If you get an interesting result in other timeframes I would be very grateful if you would comment your configuration to implement it or at least check it.
//
//  CONTRIBUTIONS:
//    - Tip/Idea: Add higher timeframe analysis for bearish/bullish patterns at the current timeframe.
//    + Bearish/Bullish FLAG:
//      - MFI+RSI Area are RED (Below 0).
//      - Wavetrend waves are above 0 and crosses down.
//      - VWAP Area are below 0 on higher timeframe.
//      - This pattern reversed becomes bullish.
//    - Tip/Idea: Check the last heikinashi candle from 2 higher timeframe
//    + Bearish/Bullish DIAMOND:
//      - HT Candle is red
//      - WT > 0 and crossed down

strategy(title='MCB CIRCLE ONLY PGB STRAT BUN TP SL TEST', shorttitle='MCB CIRCLE ONLY PGB STRAT BUN TP SL TEST', overlay=true )
    // strategy.cash  
    //max_bars_back = 200)

// PARAMETERS {

// WaveTrend
wtShow = input(true, title='Show WaveTrend')
wtBuyShow = input(true, title='Show Buy dots')
wtGoldShow = input(true, title='Show Gold dots')
wtSellShow = input(true, title='Show Sell dots')
wtDivShow = input(true, title='Show Div. dots')
vwapShow = input(true, title='Show Fast WT')
wtChannelLen = input(9, title='WT Channel Length')
wtAverageLen = input(12, title='WT Average Length')
wtMASource = input(hlc3, title='WT MA Source')
wtMALen = input(3, title='WT MA Length')

// WaveTrend Overbought & Oversold lines
obLevel = input(70, title='WT Overbought Level 1')
obLevel2 = input(99, title='WT Overbought Level 2')
obLevel3 = input(99, title='WT Overbought Level 3')
osLevel = -obLevel
osLevel2 = input(-99, title='WT Oversold Level 2')
osLevel3 = input(-99, title='WT Oversold Level 3')

// Divergence WT
wtShowDiv = input(true, title='Show WT Regular Divergences')
wtShowHiddenDiv = input(false, title='Show WT Hidden Divergences')
showHiddenDiv_nl = input(true, title='Not apply OB/OS Limits on Hidden Divergences')
wtDivOBLevel = input(81, title='WT Bearish Divergence min')
// wtDivOSLevel = input(-91, title='WT Bullish Divergence min')
wtDivOSLevel = -wtDivOBLevel

// Divergence extra range
wtDivOBLevel_addshow = input(true, title='Show 2nd WT Regular Divergences')
wtDivOBLevel_add = input(63, title='WT 2nd Bearish Divergence')
// wtDivOSLevel_add = input(-40, title='WT 2nd Bullish Divergence 15 min')
wtDivOSLevel_add = -wtDivOBLevel_add

// RSI+MFI
rsiMFIShow = input(true, title='Show MFI')
rsiMFIperiod = input(60, title='MFI Period')
rsiMFIMultiplier = input.float(150, title='MFI Area multiplier')
rsiMFIPosY = input(2.5, title='MFI Area Y Pos')

// RSI
rsiShow = input(false, title='Show RSI')
rsiSRC = input(close, title='RSI Source')
rsiLen = input(14, title='RSI Length')
rsiOversold = input.int(30, title='RSI Oversold', minval=30, maxval=100)
rsiOverbought = input.int(60, title='RSI Overbought', minval=0, maxval=60)

// Divergence RSI
rsiShowDiv = input(false, title='Show RSI Regular Divergences')
rsiShowHiddenDiv = input(false, title='Show RSI Hidden Divergences')
rsiDivOBLevel = input(60, title='RSI Bearish Divergence min')
rsiDivOSLevel = input(30, title='RSI Bullish Divergence min')

// RSI Stochastic
stochShow = input(true, title='Show Stochastic RSI')
stochUseLog = input(true, title=' Use Log?')
stochAvg = input(false, title='Use Average of both K & D')
stochSRC = input(close, title='Stochastic RSI Source')
stochLen = input(14, title='Stochastic RSI Length')
stochRsiLen = input(14, title='RSI Length ')
stochKSmooth = input(3, title='Stochastic RSI K Smooth')
stochDSmooth = input(3, title='Stochastic RSI D Smooth')

// Divergence stoch
stochShowDiv = input(false, title='Show Stoch Regular Divergences')
stochShowHiddenDiv = input(false, title='Show Stoch Hidden Divergences')

// Schaff Trend Cycle
tcLine = input(false, title='Show Schaff TC line')
tcSRC = input(close, title='Schaff TC Source')
tclength = input(10, title='Schaff TC')
tcfastLength = input(23, title='Schaff TC Fast Lenght')
tcslowLength = input(50, title='Schaff TC Slow Length')
tcfactor = input(0.5, title='Schaff TC Factor')

// Sommi Flag
sommiFlagShow = input(false, title='Show Sommi flag')
sommiShowVwap = input(false, title='Show Sommi F. Wave')
sommiVwapTF = input('720', title='Sommi F. Wave timeframe')
sommiVwapBearLevel = input(0, title='F. Wave Bear Level (less than)')
sommiVwapBullLevel = input(0, title='F. Wave Bull Level (more than)')
soomiFlagWTBearLevel = input(0, title='WT Bear Level (more than)')
soomiFlagWTBullLevel = input(0, title='WT Bull Level (less than)')
soomiRSIMFIBearLevel = input(0, title='Money flow Bear Level (less than)')
soomiRSIMFIBullLevel = input(0, title='Money flow Bull Level (more than)')

// Sommi Diamond
sommiDiamondShow = input(false, title='Show Sommi diamond')
sommiHTCRes = input('60', title='HTF Candle Res. 1')
sommiHTCRes2 = input('240', title='HTF Candle Res. 2')
soomiDiamondWTBearLevel = input(0, title='WT Bear Level (More than)')
soomiDiamondWTBullLevel = input(0, title='WT Bull Level (Less than)')

// macd Colors
macdWTColorsShow = input(false, title='Show MACD Colors')
macdWTColorsTF = input('240', title='MACD Colors MACD TF')

darkMode = input(false, title='Dark mode')


// Colors
colorRed = #ff0000
colorPurple = #e600e6
colorGreen = #3fff00
colorOrange = #e2a400
colorYellow = #ffe500
colorWhite = #ffffff
colorPink = #ff00f0
colorBluelight = #31c0ff

colorWT1 = #90caf9
colorWT2 = #0d47a1

colorWT2_ = #131722

colormacdWT1a = #4caf58
colormacdWT1b = #af4c4c
colormacdWT1c = #7ee57e
colormacdWT1d = #ff3535

colormacdWT2a = #305630
colormacdWT2b = #310101
colormacdWT2c = #132213
colormacdWT2d = #770000

// } PARAMETERS


// FUNCTIONS {

// Divergences 
f_top_fractal(src) =>
    src[4] < src[2] and src[3] < src[2] and src[2] > src[1] and src[2] > src[0]
f_bot_fractal(src) =>
    src[4] > src[2] and src[3] > src[2] and src[2] < src[1] and src[2] < src[0]
f_fractalize(src) =>
    f_top_fractal(src) ? 1 : f_bot_fractal(src) ? -1 : 0

f_findDivs(src, topLimit, botLimit, useLimits) =>
    fractalTop = f_fractalize(src) > 0 and (useLimits ? src[2] >= topLimit : true) ? src[2] : na
    fractalBot = f_fractalize(src) < 0 and (useLimits ? src[2] <= botLimit : true) ? src[2] : na
    highPrev = ta.valuewhen(fractalTop, src[2], 0)[2]
    highPrice = ta.valuewhen(fractalTop, high[2], 0)[2]
    lowPrev = ta.valuewhen(fractalBot, src[2], 0)[2]
    lowPrice = ta.valuewhen(fractalBot, low[2], 0)[2]
    bearSignal = fractalTop and high[2] > highPrice and src[2] < highPrev
    bullSignal = fractalBot and low[2] < lowPrice and src[2] > lowPrev
    bearDivHidden = fractalTop and high[2] < highPrice and src[2] > highPrev
    bullDivHidden = fractalBot and low[2] > lowPrice and src[2] < lowPrev
    [fractalTop, fractalBot, lowPrev, bearSignal, bullSignal, bearDivHidden, bullDivHidden]

// RSI+MFI
f_rsimfi(_period, _multiplier, _tf) =>
    request.security(syminfo.tickerid, _tf, ta.sma((close - open) / (high - low) * _multiplier, _period) - rsiMFIPosY)

// WaveTrend
f_wavetrend(src, chlen, avg, malen, tf) =>
    tfsrc = request.security(syminfo.tickerid, tf, src)
    esa = ta.ema(tfsrc, chlen)
    de = ta.ema(math.abs(tfsrc - esa), chlen)
    ci = (tfsrc - esa) / (0.015 * de)
    wt1 = request.security(syminfo.tickerid, tf, ta.ema(ci, avg))
    wt2 = request.security(syminfo.tickerid, tf, ta.sma(wt1, malen))
    wtVwap = wt1 - wt2
    wtOversold = wt2 <= osLevel
    wtOverbought = wt2 >= obLevel
    wtCross = ta.cross(wt1, wt2)
    wtCrossUp = wt2 - wt1 <= 0
    wtCrossDown = wt2 - wt1 >= 0
    wtCrosslast = ta.cross(wt1[2], wt2[2])
    wtCrossUplast = wt2[2] - wt1[2] <= 0
    wtCrossDownlast = wt2[2] - wt1[2] >= 0
    [wt1, wt2, wtOversold, wtOverbought, wtCross, wtCrossUp, wtCrossDown, wtCrosslast, wtCrossUplast, wtCrossDownlast, wtVwap]

// Schaff Trend Cycle
f_tc(src, length, fastLength, slowLength) =>
    ema1 = ta.ema(src, fastLength)
    ema2 = ta.ema(src, slowLength)
    macdVal = ema1 - ema2
    alpha = ta.lowest(macdVal, length)
    beta = ta.highest(macdVal, length) - alpha
    gamma = (macdVal - alpha) / beta * 100
    gamma := beta > 0 ? gamma : nz(gamma[1])
    delta = gamma
    delta := na(delta[1]) ? delta : delta[1] + tcfactor * (gamma - delta[1])
    epsilon = ta.lowest(delta, length)
    zeta = ta.highest(delta, length) - epsilon
    eta = (delta - epsilon) / zeta * 100
    eta := zeta > 0 ? eta : nz(eta[1])
    stcReturn = eta
    stcReturn := na(stcReturn[1]) ? stcReturn : stcReturn[1] + tcfactor * (eta - stcReturn[1])
    stcReturn

// Stochastic RSI
f_stochrsi(_src, _stochlen, _rsilen, _smoothk, _smoothd, _log, _avg) =>
    src = _log ? math.log(_src) : _src
    rsi = ta.rsi(src, _rsilen)
    kk = ta.sma(ta.stoch(rsi, rsi, rsi, _stochlen), _smoothk)
    d1 = ta.sma(kk, _smoothd)
    avg_1 = math.avg(kk, d1)
    k = _avg ? avg_1 : kk
    [k, d1]

// MACD
f_macd(src, fastlen, slowlen, sigsmooth, tf) =>
    fast_ma = request.security(syminfo.tickerid, tf, ta.ema(src, fastlen))
    slow_ma = request.security(syminfo.tickerid, tf, ta.ema(src, slowlen))
    macd = fast_ma - slow_ma
    signal = request.security(syminfo.tickerid, tf, ta.sma(macd, sigsmooth))
    hist = macd - signal
    [macd, signal, hist]

// MACD Colors on WT    
f_macdWTColors(tf) =>
    hrsimfi = f_rsimfi(rsiMFIperiod, rsiMFIMultiplier, tf)
    [macd, signal, hist] = f_macd(close, 28, 42, 9, macdWTColorsTF)
    macdup = macd >= signal
    macddown = macd <= signal
    macdWT1Color = macdup ? hrsimfi > 0 ? colormacdWT1c : colormacdWT1a : macddown ? hrsimfi < 0 ? colormacdWT1d : colormacdWT1b : na
    macdWT2Color = macdup ? hrsimfi < 0 ? colormacdWT2c : colormacdWT2a : macddown ? hrsimfi < 0 ? colormacdWT2d : colormacdWT2b : na
    [macdWT1Color, macdWT2Color]

// Get higher timeframe candle
f_getTFCandle(_tf) =>
    _open = request.security(ticker.heikinashi(syminfo.tickerid), _tf, open, barmerge.gaps_off, barmerge.lookahead_on)
    _close = request.security(ticker.heikinashi(syminfo.tickerid), _tf, close, barmerge.gaps_off, barmerge.lookahead_on)
    _high = request.security(ticker.heikinashi(syminfo.tickerid), _tf, high, barmerge.gaps_off, barmerge.lookahead_on)
    _low = request.security(ticker.heikinashi(syminfo.tickerid), _tf, low, barmerge.gaps_off, barmerge.lookahead_on)
    hl2 = (_high + _low) / 2.0
    newBar = ta.change(_open)
    candleBodyDir = _close > _open
    [candleBodyDir, newBar]

// Sommi flag
f_findSommiFlag(tf, wt1, wt2, rsimfi, wtCross, wtCrossUp, wtCrossDown) =>
    [hwt1, hwt2, hwtOversold, hwtOverbought, hwtCross, hwtCrossUp, hwtCrossDown, hwtCrosslast, hwtCrossUplast, hwtCrossDownlast, hwtVwap] = f_wavetrend(wtMASource, wtChannelLen, wtAverageLen, wtMALen, tf)

    bearPattern = rsimfi < soomiRSIMFIBearLevel and wt2 > soomiFlagWTBearLevel and wtCross and wtCrossDown and hwtVwap < sommiVwapBearLevel

    bullPattern = rsimfi > soomiRSIMFIBullLevel and wt2 < soomiFlagWTBullLevel and wtCross and wtCrossUp and hwtVwap > sommiVwapBullLevel

    [bearPattern, bullPattern, hwtVwap]

f_findSommiDiamond(tf, tf2, wt1, wt2, wtCross, wtCrossUp, wtCrossDown) =>
    [candleBodyDir, newBar] = f_getTFCandle(tf)
    [candleBodyDir2, newBar2] = f_getTFCandle(tf2)
    bearPattern = wt2 >= soomiDiamondWTBearLevel and wtCross and wtCrossDown and not candleBodyDir and not candleBodyDir2
    bullPattern = wt2 <= soomiDiamondWTBullLevel and wtCross and wtCrossUp and candleBodyDir and candleBodyDir2
    [bearPattern, bullPattern]

// } FUNCTIONS  

// CALCULATE INDICATORS {

// RSI
rsi = ta.rsi(rsiSRC, rsiLen)
rsiColor = rsi <= rsiOversold ? colorGreen : rsi >= rsiOverbought ? colorRed : colorPurple

// RSI + MFI Area
rsiMFI = f_rsimfi(rsiMFIperiod, rsiMFIMultiplier, timeframe.period)
rsiMFIColor = rsiMFI > 0 ? #3ee145 : #ff3d2e

// Calculates WaveTrend
[wt1, wt2, wtOversold, wtOverbought, wtCross, wtCrossUp, wtCrossDown, wtCross_last, wtCrossUp_last, wtCrossDown_last, wtVwap] = f_wavetrend(wtMASource, wtChannelLen, wtAverageLen, wtMALen, timeframe.period)

// Stochastic RSI
[stochK, stochD] = f_stochrsi(stochSRC, stochLen, stochRsiLen, stochKSmooth, stochDSmooth, stochUseLog, stochAvg)

// Schaff Trend Cycle
tcVal = f_tc(tcSRC, tclength, tcfastLength, tcslowLength)

// Sommi flag
[sommiBearish, sommiBullish, hvwap] = f_findSommiFlag(sommiVwapTF, wt1, wt2, rsiMFI, wtCross, wtCrossUp, wtCrossDown)

//Sommi diamond
[sommiBearishDiamond, sommiBullishDiamond] = f_findSommiDiamond(sommiHTCRes, sommiHTCRes2, wt1, wt2, wtCross, wtCrossUp, wtCrossDown)

// macd colors
[macdWT1Color, macdWT2Color] = f_macdWTColors(macdWTColorsTF)

// WT Divergences
[wtFractalTop, wtFractalBot, wtLow_prev, wtBearDiv, wtBullDiv, wtBearDivHidden, wtBullDivHidden] = f_findDivs(wt2, wtDivOBLevel, wtDivOSLevel, true)

[wtFractalTop_add, wtFractalBot_add, wtLow_prev_add, wtBearDiv_add, wtBullDiv_add, wtBearDivHidden_add, wtBullDivHidden_add] = f_findDivs(wt2, wtDivOBLevel_add, wtDivOSLevel_add, true)
[wtFractalTop_nl, wtFractalBot_nl, wtLow_prev_nl, wtBearDiv_nl, wtBullDiv_nl, wtBearDivHidden_nl, wtBullDivHidden_nl] = f_findDivs(wt2, 0, 0, false)

wtBearDivHidden_ = showHiddenDiv_nl ? wtBearDivHidden_nl : wtBearDivHidden
wtBullDivHidden_ = showHiddenDiv_nl ? wtBullDivHidden_nl : wtBullDivHidden

wtBearDivColor = wtShowDiv and wtBearDiv or wtShowHiddenDiv and wtBearDivHidden_ ? colorRed : na
wtBullDivColor = wtShowDiv and wtBullDiv or wtShowHiddenDiv and wtBullDivHidden_ ? colorGreen : na

wtBearDivColor_add = wtShowDiv and wtDivOBLevel_addshow and wtBearDiv_add or wtShowHiddenDiv and wtDivOBLevel_addshow and wtBearDivHidden_add ? #9a0202 : na
wtBullDivColor_add = wtShowDiv and wtDivOBLevel_addshow and wtBullDiv_add or wtShowHiddenDiv and wtDivOBLevel_addshow and wtBullDivHidden_add ? #1b5e20 : na

// RSI Divergences
[rsiFractalTop, rsiFractalBot, rsiLow_prev, rsiBearDiv, rsiBullDiv, rsiBearDivHidden, rsiBullDivHidden] = f_findDivs(rsi, rsiDivOBLevel, rsiDivOSLevel, true)
[rsiFractalTop_nl, rsiFractalBot_nl, rsiLow_prev_nl, rsiBearDiv_nl, rsiBullDiv_nl, rsiBearDivHidden_nl, rsiBullDivHidden_nl] = f_findDivs(rsi, 0, 0, false)

rsiBearDivHidden_ = showHiddenDiv_nl ? rsiBearDivHidden_nl : rsiBearDivHidden
rsiBullDivHidden_ = showHiddenDiv_nl ? rsiBullDivHidden_nl : rsiBullDivHidden

rsiBearDivColor = rsiShowDiv and rsiBearDiv or rsiShowHiddenDiv and rsiBearDivHidden_ ? colorRed : na
rsiBullDivColor = rsiShowDiv and rsiBullDiv or rsiShowHiddenDiv and rsiBullDivHidden_ ? colorGreen : na

// Stoch Divergences
[stochFractalTop, stochFractalBot, stochLow_prev, stochBearDiv, stochBullDiv, stochBearDivHidden, stochBullDivHidden] = f_findDivs(stochK, 0, 0, false)

stochBearDivColor = stochShowDiv and stochBearDiv or stochShowHiddenDiv and stochBearDivHidden ? colorRed : na
stochBullDivColor = stochShowDiv and stochBullDiv or stochShowHiddenDiv and stochBullDivHidden ? colorGreen : na


// Small Circles WT Cross
signalColor = wt2 - wt1 > 0 ? color.red : color.lime

// Buy signal.
buySignal = wtCross and wtCrossUp and wtOversold

buySignalDiv = wtShowDiv and wtBullDiv or wtShowDiv and wtBullDiv_add or stochShowDiv and stochBullDiv or rsiShowDiv and rsiBullDiv

buySignalDiv_color = wtBullDiv ? colorGreen : wtBullDiv_add ? color.new(colorGreen, 100) : rsiShowDiv ? colorGreen : na

// Sell signal
sellSignal = wtCross and wtCrossDown and wtOverbought

sellSignalDiv = wtShowDiv and wtBearDiv or wtShowDiv and wtBearDiv_add or stochShowDiv and stochBearDiv or rsiShowDiv and rsiBearDiv

sellSignalDiv_color = wtBearDiv ? colorRed : wtBearDiv_add ? color.new(colorRed, 60) : rsiBearDiv ? colorRed : na

// Gold Buy 
lastRsi = ta.valuewhen(wtFractalBot, rsi[2], 0)[2]
wtGoldBuy = (wtShowDiv and wtBullDiv or rsiShowDiv and rsiBullDiv) and wtLow_prev <= osLevel3 and wt2 > osLevel3 and wtLow_prev - wt2 <= -5 and lastRsi < 30

// } CALCULATE INDICATORS


// DRAW {
bgcolor(darkMode ? color.new(#000000, 80) : na, transp=90)
zLine = plot(0, color=color.new(colorWhite, 50))

//  MFI BAR
rsiMfiBarTopLine = plot(rsiMFIShow ? -95 : na, title='MFI Bar TOP Line', transp=100)
rsiMfiBarBottomLine = plot(rsiMFIShow ? -99 : na, title='MFI Bar BOTTOM Line', transp=50)
fill(rsiMfiBarTopLine, rsiMfiBarBottomLine, title='MFI Bar Colors', color=rsiMFIColor, transp=75)

// WT Areas
plot(wtShow ? wt1 : na, style=plot.style_area, title='WT Wave 1', color=macdWTColorsShow ? macdWT1Color : colorWT1, transp=0)
plot(wtShow ? wt2 : na, style=plot.style_area, title='WT Wave 2', color=macdWTColorsShow ? macdWT2Color : darkMode ? colorWT2_ : colorWT2, transp=20)

// VWAP
plot(vwapShow ? wtVwap : na, title='VWAP', color=color.new(colorYellow, 45), style=plot.style_area, linewidth=2)

// MFI AREA
rsiMFIplot = plot(rsiMFIShow ? rsiMFI : na, title='RSI+MFI Area', color=rsiMFIColor, transp=20)
fill(rsiMFIplot, zLine, rsiMFIColor, transp=40)

// WT Div

plot(series=wtFractalTop ? wt2[2] : na, title='WT Bearish Divergence', color=wtBearDivColor, linewidth=2, offset=-2)
plot(series=wtFractalBot ? wt2[2] : na, title='WT Bullish Divergence', color=wtBullDivColor, linewidth=2, offset=-2)

// WT 2nd Div
plot(series=wtFractalTop_add ? wt2[2] : na, title='WT 2nd Bearish Divergence', color=wtBearDivColor_add, linewidth=2, offset=-2)
plot(series=wtFractalBot_add ? wt2[2] : na, title='WT 2nd Bullish Divergence', color=wtBullDivColor_add, linewidth=2, offset=-2)

// RSI
plot(rsiShow ? rsi : na, title='RSI', color=rsiColor, linewidth=2, transp=25)

// RSI Div
plot(series=rsiFractalTop ? rsi[2] : na, title='RSI Bearish Divergence', color=rsiBearDivColor, linewidth=1, offset=-2)
plot(series=rsiFractalBot ? rsi[2] : na, title='RSI Bullish Divergence', color=rsiBullDivColor, linewidth=1, offset=-2)

// Stochastic RSI
stochKplot = plot(stochShow ? stochK : na, title='Stoch K', color=color.new(#21baf3, 0), linewidth=2)
stochDplot = plot(stochShow ? stochD : na, title='Stoch D', color=color.new(#673ab7, 60), linewidth=1)
stochFillColor = stochK >= stochD ? color.new(#21baf3, 75) : color.new(#673ab7, 60)
fill(stochKplot, stochDplot, title='KD Fill', color=stochFillColor, transp=90)

// Stoch Div
plot(series=stochFractalTop ? stochK[2] : na, title='Stoch Bearish Divergence', color=stochBearDivColor, linewidth=1, offset=-2)
plot(series=stochFractalBot ? stochK[2] : na, title='Stoch Bullish Divergence', color=stochBullDivColor, linewidth=1, offset=-2)

// Schaff Trend Cycle
plot(tcLine ? tcVal : na, color=color.new(#673ab7, 25), linewidth=2, title='Schaff Trend Cycle 1')
plot(tcLine ? tcVal : na, color=color.new(colorWhite, 50), linewidth=1, title='Schaff Trend Cycle 2')


// Draw Overbought & Oversold lines
plot(obLevel, title='Over Bought Level 1', color=color.new(colorWhite, 11), linewidth=1, style=plot.style_line)
plot(obLevel2, title='Over Bought Level 2', color=color.new(colorWhite, 85), linewidth=1, style=plot.style_stepline)
plot(obLevel3, title='Over Bought Level 3', color=color.new(colorWhite, 95), linewidth=1, style=plot.style_circles)

plot(osLevel, title='Over Sold Level 1', color=color.new(colorWhite, 11), linewidth=1, style=plot.style_line)
plot(osLevel2, title='Over Sold Level 2', color=color.new(colorWhite, 85), linewidth=1, style=plot.style_stepline)

// Sommi flag
plotchar(sommiFlagShow and sommiBearish ? 108 : na, title='Sommi bearish flag', char='⚑', color=color.new(colorPink, 0), location=location.absolute, size=size.tiny)
plotchar(sommiFlagShow and sommiBullish ? -108 : na, title='Sommi bullish flag', char='⚑', color=color.new(colorBluelight, 0), location=location.absolute, size=size.tiny)
plot(sommiShowVwap ? ta.ema(hvwap, 3) : na, title='Sommi higher VWAP', color=color.new(colorYellow, 15), linewidth=2, style=plot.style_line)

// Sommi diamond
plotchar(sommiDiamondShow and sommiBearishDiamond ? 108 : na, title='Sommi bearish diamond', char='◆', color=color.new(colorPink, 0), location=location.absolute, size=size.tiny)
plotchar(sommiDiamondShow and sommiBullishDiamond ? -108 : na, title='Sommi bullish diamond', char='◆', color=color.new(colorBluelight, 0), location=location.absolute, size=size.tiny)

// Circles
plot(wtCross ? wt2 : na, title='Buy and sell circle', color=signalColor, style=plot.style_circles, linewidth=3, transp=15)

plotchar(wtBuyShow and buySignal ? -107 : na, title='Buy circle', char='·', color=color.new(colorGreen, 10), location=location.absolute, size=size.small)
plotchar(wtSellShow and sellSignal ? 105 : na, title='Sell circle', char='·', color=color.new(colorRed, 10), location=location.absolute, size=size.small)

plotchar(wtDivShow and buySignalDiv ? -106 : na, title='Divergence buy circle', char='•', color=buySignalDiv_color, location=location.absolute, size=size.small, offset=-2, transp=70)
plotchar(wtDivShow and sellSignalDiv ? 106 : na, title='Divergence sell circle', char='•', color=sellSignalDiv_color, location=location.absolute, size=size.small, offset=-2, transp=70)

plotchar(wtGoldBuy and wtGoldShow ? -106 : na, title='Gold  buy gold circle', char='•', color=color.new(colorOrange, 60), location=location.absolute, size=size.small, offset=-2)

// } DRAW


long = ta.crossover (wt1, wt2) and wt1<osLevel
// long = wtBullDiv or ta.crossover (wt1, wt2) and wt1<osLevel
// long = wtBullDiv 
// short= wtBearDiv
// short= wtBearDiv or ta.crossunder(wt1, wt2) and wt1>obLevel
short= ta.crossunder(wt1, wt2) and wt1>obLevel

// Position Management Tools
pos = 0.0
pos:= long? 1 : short? -1 : pos[1]

longCond  = long  and (pos[1]!= 1 or na(pos[1]))
shortCond = short and (pos[1]!=-1 or na(pos[1]))

// EXIT FUNCTIONS //
i_sl  = input.float(0.0, title="Stop Loss %     ", minval=0, step=1, inline='sl ')
i_tp  = input.float(0.0, title="Take Profit %   ", minval=0, step=1, inline='tp ')
i_tsl = input.float(0.0, title="Trailing Stop Loss %", minval=0, step=1, inline='tsl')

sl  = i_sl >0? i_sl /100 : 99999
tp  = i_tp >0? i_tp /100 : 99999
tsl = i_tsl>0? i_tsl/100 : 99999

long_entry  = ta.valuewhen(longCond , close, 0)
short_entry = ta.valuewhen(shortCond, close, 0)

// Trailing Stop Loss
trail_long = 0.0, trail_short = 0.0
trail_long  := longCond? high : high>trail_long[1]? high : pos<1 ? 0  : trail_long[1]
trail_short := shortCond? low : low<trail_short[1]? low : pos>-1 ? 99999  : trail_short[1]
trail_long_final   = trail_long  * (1-tsl)
trail_short_final  = trail_short * (1+tsl)

// Simple Stop Loss and Take Profit
sl_long0   = long_entry * (1 - sl)
sl_short0  = short_entry * (1 + sl)

tp_long  = long_entry * (1 + tp)
tp_short = short_entry * (1 - tp)

sl_long  = math.max(sl_long0, trail_long_final)
sl_short = math.min(sl_short0, trail_short_final)

// Position Adjustment
long_sl  = low <sl_long[1]  and pos[1]==1
short_sl = high>sl_short[1] and pos[1]==-1

final_long_tp  = high>tp_long[1]  and pos[1]==1
final_short_tp = low <tp_short[1] and pos[1]==-1

if ((long_sl or final_long_tp) and not shortCond) or ((short_sl or final_short_tp) and not longCond)
    pos:=0
    
//  Strategy Backtest Limiting Algorithm
i_startTime = input(defval = timestamp("01 Sep 2002 13:30 +0000"), title = "Backtesting Start Time")
i_endTime   = input(defval = timestamp("30 Sep 2099 19:30 +0000"), title = "Backtesting End Time"  )
timeCond   = true
strategy.initial_capital = 50000
equity = strategy.initial_capital + strategy.netprofit

if equity>0 and timeCond
    if longCond
        strategy.entry("long" , strategy.long )
    if shortCond
        strategy.entry("short", strategy.short)
    
    strategy.exit("SL/TP", from_entry = "long" , stop=sl_long , limit=tp_long , comment_profit ='TP', comment_loss='SL')
    strategy.exit("SL/TP", from_entry = "short", stop=sl_short, limit=tp_short, comment_profit ='TP', comment_loss='SL')

// ALERTS {

// BUY
alertcondition(longCond, 'Buy (Big green circle)', 'Green circle WaveTrend Oversold')
alertcondition(buySignalDiv, 'Buy (Big green circle + Div)', 'Buy & WT Bullish Divergence & WT Overbought')
alertcondition(wtGoldBuy, 'GOLD Buy (Big GOLDEN circle)', 'Green & GOLD circle WaveTrend Overbought')
alertcondition(sommiBullish or sommiBullishDiamond, 'Sommi bullish flag/diamond', 'Blue flag/diamond')
alertcondition(wtCross and wtCrossUp, 'Buy (Small green dot)', 'Buy small circle')

// SELL
alertcondition(sommiBearish or sommiBearishDiamond, 'Sommi bearish flag/diamond', 'Purple flag/diamond')
alertcondition(sellSignal, 'Sell (Big red circle)', 'Red Circle WaveTrend Overbought')
alertcondition(sellSignalDiv, 'Sell (Big red circle + Div)', 'Buy & WT Bearish Divergence & WT Overbought')
alertcondition(wtCross and wtCrossDown, 'Sell (Small red dot)', 'Sell small circle')

// } ALERTS