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2. मल्टी मूविंग एवरेज रेटिंग ट्रेंड रणनीति

मल्टी मूविंग एवरेज रेटिंग ट्रेंड रणनीति

लेखक:चाओझांग, दिनांक: 2023-10-17 13:11:25
टैगः

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---

/*backtest
start: 2023-10-09 00:00:00
end: 2023-10-12 02:00:00
period: 1m
basePeriod: 1m
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/
// © exlux99

//@version=5

strategy(title='Ultra Moving Average Rating Trend Strategy', overlay=true)  //,  pyramiding=1,initial_capital = 1000, default_qty_type= strategy.percent_of_equity, default_qty_value = 100, calc_on_order_fills=false, slippage=0,commission_type=strategy.commission.percent,commission_value=0.03)
// //


//==========DEMA
getDEMA(src, len) =>
    dema = 2 * ta.ema(src, len) - ta.ema(ta.ema(src, len), len)
    dema
//==========HMA
getHULLMA(src, len) =>
    hullma = ta.wma(2 * ta.wma(src, len / 2) - ta.wma(src, len), math.round(math.sqrt(len)))
    hullma
//==========KAMA
getKAMA(src, len, k1, k2) =>
    change = math.abs(ta.change(src, len))
    volatility = math.sum(math.abs(ta.change(src)), len)
    efficiency_ratio = volatility != 0 ? change / volatility : 0
    kama = 0.0
    fast = 2 / (k1 + 1)
    slow = 2 / (k2 + 1)
    smooth_const = math.pow(efficiency_ratio * (fast - slow) + slow, 2)
    kama := nz(kama[1]) + smooth_const * (src - nz(kama[1]))
    kama
//==========TEMA
getTEMA(src, len) =>
    e = ta.ema(src, len)
    tema = 3 * (e - ta.ema(e, len)) + ta.ema(ta.ema(e, len), len)
    tema
//==========ZLEMA
getZLEMA(src, len) =>
    zlemalag_1 = (len - 1) / 2
    zlemadata_1 = src + src - src[zlemalag_1]
    zlema = ta.ema(zlemadata_1, len)
    zlema
//==========FRAMA
getFRAMA(src, len) =>
    Price = src
    N = len
    if N % 2 != 0
        N += 1
        N
    N1 = 0.0
    N2 = 0.0
    N3 = 0.0
    HH = 0.0
    LL = 0.0
    Dimen = 0.0
    alpha = 0.0
    Filt = 0.0
    N3 := (ta.highest(N) - ta.lowest(N)) / N
    HH := ta.highest(N / 2 - 1)
    LL := ta.lowest(N / 2 - 1)
    N1 := (HH - LL) / (N / 2)
    HH := high[N / 2]
    LL := low[N / 2]
    for i = N / 2 to N - 1 by 1
        if high[i] > HH
            HH := high[i]
            HH
        if low[i] < LL
            LL := low[i]
            LL
    N2 := (HH - LL) / (N / 2)
    if N1 > 0 and N2 > 0 and N3 > 0
        Dimen := (math.log(N1 + N2) - math.log(N3)) / math.log(2)
        Dimen
    alpha := math.exp(-4.6 * (Dimen - 1))
    if alpha < .01
        alpha := .01
        alpha
    if alpha > 1
        alpha := 1
        alpha
    Filt := alpha * Price + (1 - alpha) * nz(Filt[1], 1)
    if bar_index < N + 1
        Filt := Price
        Filt
    Filt
//==========VIDYA
getVIDYA(src, len) =>
    mom = ta.change(src)
    upSum = math.sum(math.max(mom, 0), len)
    downSum = math.sum(-math.min(mom, 0), len)
    out = (upSum - downSum) / (upSum + downSum)
    cmo = math.abs(out)
    alpha = 2 / (len + 1)
    vidya = 0.0
    vidya := src * alpha * cmo + nz(vidya[1]) * (1 - alpha * cmo)
    vidya
//==========JMA
getJMA(src, len, power, phase) =>
    phase_ratio = phase < -100 ? 0.5 : phase > 100 ? 2.5 : phase / 100 + 1.5
    beta = 0.45 * (len - 1) / (0.45 * (len - 1) + 2)
    alpha = math.pow(beta, power)
    MA1 = 0.0
    Det0 = 0.0
    MA2 = 0.0
    Det1 = 0.0
    JMA = 0.0
    MA1 := (1 - alpha) * src + alpha * nz(MA1[1])
    Det0 := (src - MA1) * (1 - beta) + beta * nz(Det0[1])
    MA2 := MA1 + phase_ratio * Det0
    Det1 := (MA2 - nz(JMA[1])) * math.pow(1 - alpha, 2) + math.pow(alpha, 2) * nz(Det1[1])
    JMA := nz(JMA[1]) + Det1
    JMA
//==========T3
getT3(src, len, vFactor) =>
    ema1 = ta.ema(src, len)
    ema2 = ta.ema(ema1, len)
    ema3 = ta.ema(ema2, len)
    ema4 = ta.ema(ema3, len)
    ema5 = ta.ema(ema4, len)
    ema6 = ta.ema(ema5, len)
    c1 = -1 * math.pow(vFactor, 3)
    c2 = 3 * math.pow(vFactor, 2) + 3 * math.pow(vFactor, 3)
    c3 = -6 * math.pow(vFactor, 2) - 3 * vFactor - 3 * math.pow(vFactor, 3)
    c4 = 1 + 3 * vFactor + math.pow(vFactor, 3) + 3 * math.pow(vFactor, 2)
    T3 = c1 * ema6 + c2 * ema5 + c3 * ema4 + c4 * ema3
    T3
//==========TRIMA
getTRIMA(src, len) =>
    N = len + 1
    Nm = math.round(N / 2)
    TRIMA = ta.sma(ta.sma(src, Nm), Nm)
    TRIMA




//-------------- FUNCTIONS 
dirmov(len) =>
    up = ta.change(high)
    down = -ta.change(low)
    plusDM = na(up) ? na : up > down and up > 0 ? up : 0
    minusDM = na(down) ? na : down > up and down > 0 ? down : 0
    truerange = ta.rma(ta.tr, len)
    plus = fixnan(100 * ta.rma(plusDM, len) / truerange)
    minus = fixnan(100 * ta.rma(minusDM, len) / truerange)
    [plus, minus]

adx(dilen, adxlen) =>
    [plus, minus] = dirmov(dilen)
    sum = plus + minus
    adx = 100 * ta.rma(math.abs(plus - minus) / (sum == 0 ? 1 : sum), adxlen)
    adx

src = close

res = input.timeframe("", title="Indicator Timeframe")

// Ichimoku Cloud
donchian(len) => math.avg(ta.lowest(len), ta.highest(len))
ichimoku_cloud() =>
    conversionLine = donchian(9)
    baseLine = donchian(26)
    leadLine1 = math.avg(conversionLine, baseLine)
    leadLine2 = donchian(52)
    [conversionLine, baseLine, leadLine1, leadLine2]

calcRatingMA(ma, src) => na(ma) or na(src) ? na : (ma == src ? 0 : ( ma < src ? 1 : -1 ))
calcRating(buy, sell) => buy ? 1 : ( sell ? -1 : 0 )
calcRatingAll() =>
    //============== MA =================
    

    
    SMA10 = ta.sma(close, 10)
    SMA20 = ta.sma(close, 20)
    SMA30 = ta.sma(close, 30)
    SMA50 = ta.sma(close, 50)
    SMA100 = ta.sma(close, 100)
    SMA200 = ta.sma(close, 200)

    EMA10 = ta.ema(close, 10)
    EMA20 = ta.ema(close, 20)
    EMA30 = ta.ema(close, 30)
    EMA50 = ta.ema(close, 50)
    EMA100 = ta.ema(close, 100)
    EMA200 = ta.ema(close, 200)
    
    ALMA10 = ta.alma(close, 10, 0.85, 6)
    ALMA20 = ta.alma(close, 20, 0.85, 6)
    ALMA50 = ta.alma(close, 50, 0.85, 6)
    ALMA100 = ta.alma(close, 100, 0.85, 6)
    ALMA200 = ta.alma(close, 200, 0.85, 6)
    
    SMMA10 = ta.rma(close, 10)
    SMMA20 = ta.rma(close, 20)
    SMMA50 = ta.rma(close, 50)
    SMMA100 = ta.rma(close, 100)
    SMMA200 = ta.rma(close, 200)

    LSMA10 = ta.linreg(close, 10, 0)
    LSMA20 = ta.linreg(close, 20, 0)
    LSMA50 = ta.linreg(close, 50, 0)
    LSMA100 = ta.linreg(close, 100, 0)
    LSMA200 = ta.linreg(close, 200, 0)

    VWMA10 = ta.vwma(close, 10)
    VWMA20 = ta.vwma(close, 20)
    VWMA50 = ta.vwma(close, 50)
    VWMA100 = ta.vwma(close, 100)
    VWMA200 = ta.vwma(close, 200)

    DEMA10 = getDEMA(close, 10)
    DEMA20 = getDEMA(close, 20)
    DEMA50 = getDEMA(close, 50)
    DEMA100 =getDEMA(close, 100)
    DEMA200 = getDEMA(close, 200)
    
    HMA10 =  ta.hma(close, 10)
    HMA20 =  ta.hma(close, 20)
    HMA50 =  ta.hma(close, 50)
    HMA100 = ta.hma(close, 100)
    HMA200 = ta.hma(close, 200)
    
    KAMA10 =   getKAMA(close, 10, 2, 30)
    KAMA20 =   getKAMA(close, 20, 2, 30)
    KAMA50 =   getKAMA(close, 50, 2, 30)
    KAMA100 =  getKAMA(close, 100, 2, 30)
    KAMA200 =  getKAMA(close, 200 , 2, 30)
    
    FRAMA10 = getFRAMA(close, 10)
    FRAMA20 = getFRAMA(close, 20)
    FRAMA50 = getFRAMA(close, 50)
    FRAMA100 =getFRAMA(close, 100)
    FRAMA200 = getFRAMA(close, 200)

    VIDMA10 = getVIDYA(close, 10)
    VIDMA20 = getVIDYA(close, 20)
    VIDMA50 = getVIDYA(close, 50)
    VIDMA100 =getVIDYA(close, 100)
    VIDMA200 = getVIDYA(close, 200)
    
    JMA10 = getJMA(close, 10, 2, 50)
    JMA20 = getJMA(close, 20, 2, 50)
    JMA50 = getJMA(close, 50, 2, 50)
    JMA100 =getJMA(close, 100, 2, 50)
    JMA200 = getJMA(close, 200, 2, 50)
    
    TEMA10 = getTEMA(close, 10)
    TEMA20 = getTEMA(close, 20)
    TEMA50 = getTEMA(close, 50)
    TEMA100 =getTEMA(close, 100)
    TEMA200 = getTEMA(close, 200)
    
    ZLEMA10 = getZLEMA(close, 10)
    ZLEMA20 = getZLEMA(close, 20)
    ZLEMA50 = getZLEMA(close, 50)
    ZLEMA100 =getZLEMA(close, 100)
    ZLEMA200 = getZLEMA(close, 200)
    
    TRIMA10 = getTRIMA(close, 10)
    TRIMA20 = getTRIMA(close, 20)
    TRIMA50 = getTRIMA(close, 50)
    TRIMA100 =getTRIMA(close, 100)
    TRIMA200 = getTRIMA(close, 200)
    
    T3MA10 = getT3(close, 10, 0.7)
    T3MA20 = getT3(close, 20, 0.7)
    T3MA50 = getT3(close, 50, 0.7)
    T3MA100 =getT3(close, 100, 0.7)
    T3MA200 = getT3(close, 200, 0.7)
    
    [IC_CLine, IC_BLine, IC_Lead1, IC_Lead2] = ichimoku_cloud()

 
    ////////////////////////////////////////////////////////////////////////////////////////////////////////////////////////

    PriceAvg = ta.ema(close, 50)
    DownTrend = close < PriceAvg
    UpTrend = close > PriceAvg
    // calculate trading recommendation based on SMA/EMA
    float ratingMA = 0
    float ratingMAC = 0

    float ratingSMA10 = na
    if not na(SMA10)
        ratingSMA10 := calcRatingMA(SMA10, close)
        ratingMA := ratingMA + ratingSMA10
        ratingMAC := ratingMAC + 1
    float ratingSMA20 = na
    if not na(SMA20)
        ratingSMA20 := calcRatingMA(SMA20, close)
        ratingMA := ratingMA + ratingSMA20
        ratingMAC := ratingMAC + 1
    float ratingSMA30 = na
    if not na(SMA30)
        ratingSMA30 := calcRatingMA(SMA30, close)
        ratingMA := ratingMA + ratingSMA30
        ratingMAC := ratingMAC + 1
    float ratingSMA50 = na
    if not na(SMA50)
        ratingSMA50 := calcRatingMA(SMA50, close)
        ratingMA := ratingMA + ratingSMA50
        ratingMAC := ratingMAC + 1
    float ratingSMA100 = na
    if not na(SMA100)
        ratingSMA100 := calcRatingMA(SMA100, close)
        ratingMA := ratingMA + ratingSMA100
        ratingMAC := ratingMAC + 1
    float ratingSMA200 = na
    if not na(SMA200)
        ratingSMA200 := calcRatingMA(SMA200, close)
        ratingMA := ratingMA + ratingSMA200
        ratingMAC := ratingMAC + 1

    float ratingEMA10 = na
    if not na(EMA10)
        ratingEMA10 := calcRatingMA(EMA10, close)
        ratingMA := ratingMA + ratingEMA10
        ratingMAC := ratingMAC + 1
    float ratingEMA20 = na
    if not na(EMA20)
        ratingEMA20 := calcRatingMA(EMA20, close)
        ratingMA := ratingMA + ratingEMA20
        ratingMAC := ratingMAC + 1
    float ratingEMA30 = na
    if not na(EMA30)
        ratingEMA30 := calcRatingMA(EMA30, close)
        ratingMA := ratingMA + ratingEMA30
        ratingMAC := ratingMAC + 1
    float ratingEMA50 = na
    if not na(EMA50)
        ratingEMA50 := calcRatingMA(EMA50, close)
        ratingMA := ratingMA + ratingEMA50
        ratingMAC := ratingMAC + 1
    float ratingEMA100 = na
    if not na(EMA100)
        ratingEMA100 := calcRatingMA(EMA100, close)
        ratingMA := ratingMA + ratingEMA100
        ratingMAC := ratingMAC + 1
    float ratingEMA200 = na
    if not na(EMA200)
        ratingEMA200 := calcRatingMA(EMA200, close)
        ratingMA := ratingMA + ratingEMA200
        ratingMAC := ratingMAC + 1

///////////////////////////
    float ratingALMA10 = na
    if not na(ALMA10)
        ratingALMA10 := calcRatingMA(ALMA10, close)
        ratingMA := ratingMA + ratingALMA10
        ratingMAC := ratingMAC + 1
        
    float ratingALMA20 = na
    if not na(ALMA20)
        ratingALMA20 := calcRatingMA(ALMA20, close)
        ratingMA := ratingMA + ratingALMA20
        ratingMAC := ratingMAC + 1
        
    float ratingALMA50 = na
    if not na(ALMA50)
        ratingALMA50 := calcRatingMA(ALMA50, close)
        ratingMA := ratingMA + ratingALMA50
        ratingMAC := ratingMAC + 1
        
    float ratingALMA100 = na
    if not na(ALMA100)
        ratingALMA100 := calcRatingMA(ALMA100, close)
        ratingMA := ratingMA + ratingALMA100
        ratingMAC := ratingMAC + 1

    float ratingALMA200 = na
    if not na(ALMA200)
        ratingALMA200 := calcRatingMA(ALMA200, close)
        ratingMA := ratingMA + ratingALMA200
        ratingMAC := ratingMAC + 1


/////////////////////////

///////////////////////////
///////////////////////////
    float ratingSMMA10 = na
    if not na(SMMA10)
        ratingSMMA10 := calcRatingMA(SMMA10, close)
        ratingMA := ratingMA + ratingSMMA10
        ratingMAC := ratingMAC + 1
        
    float ratingSMMA20 = na
    if not na(SMMA20)
        ratingSMMA20 := calcRatingMA(SMMA20, close)
        ratingMA := ratingMA + ratingSMMA20
        ratingMAC := ratingMAC + 1
        
    float ratingSMMA50 = na
    if not na(SMMA50)
        ratingSMMA50 := calcRatingMA(SMMA50, close)
        ratingMA := ratingMA + ratingSMMA50
        ratingMAC := ratingMAC + 1
        
    float ratingSMMA100 = na
    if not na(SMMA100)
        ratingSMMA100 := calcRatingMA(SMMA100, close)
        ratingMA := ratingMA + ratingSMMA100
        ratingMAC := ratingMAC + 1

    float ratingSMMA200 = na
    if not na(SMMA200)
        ratingSMMA200 := calcRatingMA(SMMA200, close)
        ratingMA := ratingMA + ratingSMMA200
        ratingMAC := ratingMAC + 1


/////////////////////////

///////////////////////////
///////////////////////////
    float ratingLSMA10 = na
    if not na(LSMA10)
        ratingLSMA10 := calcRatingMA(LSMA10, close)
        ratingMA := ratingMA + ratingLSMA10
        ratingMAC := ratingMAC + 1
        
    float ratingLSMA20 = na
    if not na(LSMA20)
        ratingLSMA20 := calcRatingMA(LSMA20, close)
        ratingMA := ratingMA + ratingLSMA20
        ratingMAC := ratingMAC + 1
        
    float ratingLSMA50 = na
    if not na(LSMA50)
        ratingLSMA50 := calcRatingMA(LSMA50, close)
        ratingMA := ratingMA + ratingLSMA50
        ratingMAC := ratingMAC + 1
        
    float ratingLSMA100 = na
    if not na(LSMA100)
        ratingLSMA100 := calcRatingMA(LSMA100, close)
        ratingMA := ratingMA + ratingLSMA100
        ratingMAC := ratingMAC + 1

    float ratingLSMA200 = na
    if not na(LSMA200)
        ratingLSMA200 := calcRatingMA(LSMA200, close)
        ratingMA := ratingMA + ratingLSMA200
        ratingMAC := ratingMAC + 1


/////////////////////////

///////////////////////////
///////////////////////////
    float ratingVWMA10 = na
    if not na(VWMA10)
        ratingVWMA10 := calcRatingMA(VWMA10, close)
        ratingMA := ratingMA + ratingVWMA10
        ratingMAC := ratingMAC + 1
        
    float ratingVWMA20 = na
    if not na(VWMA20)
        ratingVWMA20 := calcRatingMA(VWMA20, close)
        ratingMA := ratingMA + ratingVWMA20
        ratingMAC := ratingMAC + 1
        
    float ratingVWMA50 = na
    if not na(VWMA50)
        ratingVWMA50 := calcRatingMA(VWMA50, close)
        ratingMA := ratingMA + ratingVWMA50
        ratingMAC := ratingMAC + 1
        
    float ratingVWMA100 = na
    if not na(VWMA100)
        ratingVWMA100 := calcRatingMA(VWMA100, close)
        ratingMA := ratingMA + ratingVWMA100
        ratingMAC := ratingMAC + 1

    float ratingVWMA200 = na
    if not na(VWMA200)
        ratingVWMA200 := calcRatingMA(VWMA200, close)
        ratingMA := ratingMA + ratingVWMA200
        ratingMAC := ratingMAC + 1


/////////////////////////

///////////////////////////
///////////////////////////
    float ratingDEMA10 = na
    if not na(DEMA10)
        ratingDEMA10 := calcRatingMA(DEMA10, close)
        ratingMA := ratingMA + ratingDEMA10
        ratingMAC := ratingMAC + 1
        
    float ratingDEMA20 = na
    if not na(DEMA20)
        ratingDEMA20 := calcRatingMA(DEMA20, close)
        ratingMA := ratingMA + ratingDEMA20
        ratingMAC := ratingMAC + 1
        
    float ratingDEMA50 = na
    if not na(DEMA50)
        ratingDEMA50 := calcRatingMA(DEMA50, close)
        ratingMA := ratingMA + ratingDEMA50
        ratingMAC := ratingMAC + 1
        
    float ratingDEMA100 = na
    if not na(DEMA100)
        ratingDEMA100 := calcRatingMA(DEMA100, close)
        ratingMA := ratingMA + ratingDEMA100
        ratingMAC := ratingMAC + 1

    float ratingDEMA200 = na
    if not na(DEMA200)
        ratingDEMA200 := calcRatingMA(DEMA200, close)
        ratingMA := ratingMA + ratingDEMA200
        ratingMAC := ratingMAC + 1

/////////////////////////
///////////////////////////
    float ratingHMA10 = na
    if not na(HMA10)
        ratingHMA10 := calcRatingMA(HMA10, close)
        ratingMA := ratingMA + ratingHMA10
        ratingMAC := ratingMAC + 1
        
    float ratingHMA20 = na
    if not na(HMA20)
        ratingHMA20 := calcRatingMA(HMA20, close)
        ratingMA := ratingMA + ratingHMA20
        ratingMAC := ratingMAC + 1
        
    float ratingHMA50 = na
    if not na(HMA50)
        ratingHMA50 := calcRatingMA(HMA50, close)
        ratingMA := ratingMA + ratingHMA50
        ratingMAC := ratingMAC + 1
        
    float ratingHMA100 = na
    if not na(HMA100)
        ratingHMA100 := calcRatingMA(HMA100, close)
        ratingMA := ratingMA + ratingHMA100
        ratingMAC := ratingMAC + 1

    float ratingHMA200 = na
    if not na(HMA200)
        ratingHMA200 := calcRatingMA(HMA200, close)
        ratingMA := ratingMA + ratingHMA200
        ratingMAC := ratingMAC + 1
/////////////////////////
///////////////////////////
///////////////////////////
    float ratingKAMA10 = na
    if not na(KAMA10)
        ratingKAMA10 := calcRatingMA(KAMA10, close)
        ratingMA := ratingMA + ratingKAMA10
        ratingMAC := ratingMAC + 1
        
    float ratingKAMA20 = na
    if not na(KAMA20)
        ratingKAMA20 := calcRatingMA(KAMA20, close)
        ratingMA := ratingMA + ratingKAMA20
        ratingMAC := ratingMAC + 1
        
    float ratingKAMA50 = na
    if not na(KAMA50)
        ratingKAMA50 := calcRatingMA(KAMA50, close)
        ratingMA := ratingMA + ratingKAMA50
        ratingMAC := ratingMAC + 1
        
    float ratingKAMA100 = na
    if not na(KAMA100)
        ratingKAMA100 := calcRatingMA(KAMA100, close)
        ratingMA := ratingMA + ratingKAMA100
        ratingMAC := ratingMAC + 1

    float ratingKAMA200 = na
    if not na(KAMA200)
        ratingKAMA200 := calcRatingMA(KAMA200, close)
        ratingMA := ratingMA + ratingKAMA200
        ratingMAC := ratingMAC + 1
/////////////////////////
///////////////////////////
///////////////////////////
    float ratingFRAMA10 = na
    if not na(FRAMA10)
        ratingFRAMA10 := calcRatingMA(FRAMA10, close)
        ratingMA := ratingMA + ratingFRAMA10
        ratingMAC := ratingMAC + 1
        
    float ratingFRAMA20 = na
    if not na(FRAMA20)
        ratingFRAMA20 := calcRatingMA(FRAMA20, close)
        ratingMA := ratingMA + ratingFRAMA20
        ratingMAC := ratingMAC + 1
        
    float ratingFRAMA50 = na
    if not na(FRAMA50)
        ratingFRAMA50 := calcRatingMA(FRAMA50, close)
        ratingMA := ratingMA + ratingFRAMA50
        ratingMAC := ratingMAC + 1
        
    float ratingFRAMA100 = na
    if not na(FRAMA100)
        ratingFRAMA100 := calcRatingMA(FRAMA100, close)
        ratingMA := ratingMA + ratingFRAMA100
        ratingMAC := ratingMAC + 1

    float ratingFRAMA200 = na
    if not na(FRAMA200)
        ratingFRAMA200 := calcRatingMA(FRAMA200, close)
        ratingMA := ratingMA + ratingFRAMA200
        ratingMAC := ratingMAC + 1
/////////////////////////
///////////////////////////
///////////////////////////
    float ratingVIDMA10 = na
    if not na(VIDMA10)
        ratingVIDMA10 := calcRatingMA(VIDMA10, close)
        ratingMA := ratingMA + ratingVIDMA10
        ratingMAC := ratingMAC + 1
        
    float ratingVIDMA20 = na
    if not na(VIDMA20)
        ratingVIDMA20 := calcRatingMA(VIDMA20, close)
        ratingMA := ratingMA + ratingVIDMA20
        ratingMAC := ratingMAC + 1
        
    float ratingVIDMA50 = na
    if not na(VIDMA50)
        ratingVIDMA50 := calcRatingMA(VIDMA50, close)
        ratingMA := ratingMA + ratingVIDMA50
        ratingMAC := ratingMAC + 1
        
    float ratingVIDMA100 = na
    if not na(VIDMA100)
        ratingVIDMA100 := calcRatingMA(VIDMA100, close)
        ratingMA := ratingMA + ratingVIDMA100
        ratingMAC := ratingMAC + 1

    float ratingVIDMA200 = na   
    if not na(VIDMA200)
        ratingVIDMA200 := calcRatingMA(VIDMA200, close)
        ratingMA := ratingMA + ratingVIDMA200
        ratingMAC := ratingMAC + 1
/////////////////////////
///////////////////////////
    float ratingJMA10 = na
    if not na(JMA10)
        ratingJMA10 := calcRatingMA(JMA10, close)
        ratingMA := ratingMA + ratingJMA10
        ratingMAC := ratingMAC + 1
        
    float ratingJMA20 = na
    if not na(JMA20)
        ratingJMA20 := calcRatingMA(JMA20, close)
        ratingMA := ratingMA + ratingJMA20
        ratingMAC := ratingMAC + 1
        
    float ratingJMA50 = na
    if not na(JMA50)
        ratingJMA50 := calcRatingMA(JMA50, close)
        ratingMA := ratingMA + ratingJMA50
        ratingMAC := ratingMAC + 1
        
    float ratingJMA100 = na
    if not na(JMA100)
        ratingJMA100 := calcRatingMA(JMA100, close)
        ratingMA := ratingMA + ratingJMA100
        ratingMAC := ratingMAC + 1

    float ratingJMA200 = na
    if not na(JMA200)
        ratingJMA200 := calcRatingMA(JMA200, close)
        ratingMA := ratingMA + ratingJMA200
        ratingMAC := ratingMAC + 1
/////////////////////////
///////////////////////////
///////////////////////////
    float ratingTEMA10 = na
    if not na(TEMA10)
        ratingTEMA10 := calcRatingMA(TEMA10, close)
        ratingMA := ratingMA + ratingTEMA10
        ratingMAC := ratingMAC + 1
        
    float ratingTEMA20 = na
    if not na(TEMA20)
        ratingTEMA20 := calcRatingMA(TEMA20, close)
        ratingMA := ratingMA + ratingTEMA20
        ratingMAC := ratingMAC + 1
        
    float ratingTEMA50 = na
    if not na(TEMA50)
        ratingTEMA50 := calcRatingMA(TEMA50, close)
        ratingMA := ratingMA + ratingTEMA50
        ratingMAC := ratingMAC + 1
        
    float ratingTEMA100 = na
    if not na(TEMA100)
        ratingTEMA100 := calcRatingMA(TEMA100, close)
        ratingMA := ratingMA + ratingTEMA100
        ratingMAC := ratingMAC + 1

    float ratingTEMA200 = na
    if not na(TEMA200)
        ratingTEMA200 := calcRatingMA(TEMA200, close)
        ratingMA := ratingMA + ratingTEMA200
        ratingMAC := ratingMAC + 1
/////////////////////////
///////////////////////////
    float ratingZLEMA10 = na
    if not na(ZLEMA10)
        ratingZLEMA10 := calcRatingMA(ZLEMA10, close)
        ratingMA := ratingMA + ratingZLEMA10
        ratingMAC := ratingMAC + 1
        
    float ratingZLEMA20 = na
    if not na(ZLEMA20)
        ratingZLEMA20 := calcRatingMA(ZLEMA20, close)
        ratingMA := ratingMA + ratingZLEMA20
        ratingMAC := ratingMAC + 1
        
    float ratingZLEMA50 = na
    if not na(ZLEMA50)
        ratingZLEMA50 := calcRatingMA(ZLEMA50, close)
        ratingMA := ratingMA + ratingZLEMA50
        ratingMAC := ratingMAC + 1
        
    float ratingZLEMA100 = na
    if not na(ZLEMA100)
        ratingZLEMA100 := calcRatingMA(ZLEMA100, close)
        ratingMA := ratingMA + ratingZLEMA100
        ratingMAC := ratingMAC + 1

    float ratingZLEMA200 = na
    if not na(ZLEMA200)
        ratingZLEMA200 := calcRatingMA(ZLEMA200, close)
        ratingMA := ratingMA + ratingZLEMA200
        ratingMAC := ratingMAC + 1
/////////////////////////

///////////////////////////
///////////////////////////
    float ratingTRIMA10 = na
    if not na(TRIMA10)
        ratingTRIMA10 := calcRatingMA(TRIMA10, close)
        ratingMA := ratingMA + ratingTRIMA10
        ratingMAC := ratingMAC + 1
        
    float ratingTRIMA20 = na
    if not na(TRIMA20)
        ratingTRIMA20 := calcRatingMA(TRIMA20, close)
        ratingMA := ratingMA + ratingTRIMA20
        ratingMAC := ratingMAC + 1
        
    float ratingTRIMA50 = na
    if not na(TRIMA50)
        ratingTRIMA50 := calcRatingMA(TRIMA50, close)
        ratingMA := ratingMA + ratingTRIMA50
        ratingMAC := ratingMAC + 1
        
    float ratingTRIMA100 = na
    if not na(TRIMA100)
        ratingTRIMA100 := calcRatingMA(TRIMA100, close)
        ratingMA := ratingMA + ratingTRIMA100
        ratingMAC := ratingMAC + 1

    float ratingTRIMA200 = na
    if not na(TRIMA200)
        ratingTRIMA200 := calcRatingMA(TRIMA200, close)
        ratingMA := ratingMA + ratingTRIMA200
        ratingMAC := ratingMAC + 1
/////////////////////////
///////////////////////////
    float ratingT3MA10 = na
    if not na(T3MA10)
        ratingT3MA10 := calcRatingMA(T3MA10, close)
        ratingMA := ratingMA + ratingT3MA10
        ratingMAC := ratingMAC + 1
        
    float ratingT3MA20 = na
    if not na(T3MA20)
        ratingT3MA20 := calcRatingMA(T3MA20, close)
        ratingMA := ratingMA + ratingT3MA20
        ratingMAC := ratingMAC + 1
        
    float ratingT3MA50 = na
    if not na(T3MA50)
        ratingT3MA50 := calcRatingMA(T3MA50, close)
        ratingMA := ratingMA + ratingT3MA50
        ratingMAC := ratingMAC + 1
        
    float ratingT3MA100 = na
    if not na(T3MA100)
        ratingT3MA100 := calcRatingMA(T3MA100, close)
        ratingMA := ratingMA + ratingT3MA100
        ratingMAC := ratingMAC + 1

    float ratingT3MA200 = na
    if not na(T3MA200)
        ratingT3MA200 := calcRatingMA(T3MA200, close)
        ratingMA := ratingMA + ratingT3MA200
        ratingMAC := ratingMAC + 1
        
//////////////////////////////////////////


    float ratingIC = na
    if not (na(IC_Lead1) or na(IC_Lead2) or na(close) or na(close[1]) or na(IC_BLine) or na(IC_CLine))
        ratingIC := calcRating(
         IC_Lead1 > IC_Lead2 and close > IC_Lead1 and close < IC_BLine and close[1] < IC_CLine and close > IC_CLine,
         IC_Lead2 > IC_Lead1 and close < IC_Lead2 and close > IC_BLine and close[1] > IC_CLine and close < IC_CLine)
    if not na(ratingIC)
        ratingMA := ratingMA + ratingIC
        ratingMAC := ratingMAC + 1

    ratingMA := ratingMAC > 0 ? ratingMA / ratingMAC : na


    float ratingTotal = 0
    float ratingTotalC = 0
    if not na(ratingMA)
        ratingTotal := ratingTotal + ratingMA
        ratingTotalC := ratingTotalC + 1
    ratingTotal := ratingTotalC > 0 ? ratingTotal / ratingTotalC : na

    [ratingTotal,  ratingMA]



getSignal2(ratingTotal,  ratingMA) =>
    float _res = ratingTotal
    _res := ratingMA

    
[ratingTotal, ratingMA]  = request.security(syminfo.tickerid, res, calcRatingAll())
tradeSignal = getSignal2(ratingTotal,  ratingMA)


rating_entry = input.float(0.95, title='Rating for long', group="Entry Rating %", step=0.05)
rating_exit = input.float(0.75, title='Rating for short', group="Entry Rating %", step=0.05) * -1

long = tradeSignal >= rating_entry  
short = tradeSignal <= rating_exit


strategy.entry("long",strategy.long,when=long)
strategy.entry('short',strategy.short,when=short)

---

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