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量子トレンド取引戦略

作者: リン・ハーンチャオチャン開催日:2023年9月15日 (日) 12:25:12
タグ:

この戦略は,移動平均値,レンジフィルター,ADX,パラボリックSAR,ボリューム重量RSI,MACD,および取引量を含む複数の指標を統合して,長期および短期の取引信号を構築する.特に,この戦略は,高速線JMA,中期線MACD,スローラインADX,ボリューム重量指標RSI,ストップ損失指標SAR,およびレンジフィルターを同時にモニターする.複数のタイムフレームのトレンド指標が一貫した信号を与える場合にのみ取引決定を下す.これはいくつかの誤った信号をフィルタリングし,不必要な損失取引を回避する.

入力信号条件には以下の条件が含まれます.

  1. 急速線JMA上昇 中間線MACD0以上
  2. ADX +DI 線が -DI 線上にあるが,傾向状態を示す.
  3. SAR は価格を下回り,上昇シグナルを示している.
  4. RSI は 中間線以上で,過買い状態を示しています.
  5. 価格がレンジフィルターの上部帯を突破する
  6. 取引量は急増

上記の条件が同時に満たされている限り,主要なトレンドが上昇傾向に入っていることを示します.戦略は,トレンド追跡のための複数のポジションを構築するための適切なタイミングを選択します.

利益引き取り条件は,移動ストップ損失,ボリューム収縮ストップ損失,タイムストップ損失などを含む複数の指標を同時に監視する. これにより,早期出口や遅れのストップ損失を回避し,スムーズなストップ損失を追跡することを保証します.

総合的に,このマルチインジケーター統合量子戦略は,市場のトレンド機会を完全に発見し,資本配分効率を大幅に向上させることができます. 戦略最適化空間も非常に大きい. ユーザーはより信頼性の高い取引システムを入手するために,自分のニーズに応じてパラメータ組み合わせを調整できます.

もちろん,このタイプのトレンド追跡戦略には,主に次のリスクも伴います.

  1. 引き上げリスク:追跡中に心理的な耐久性が必要な引き上げがある可能性があります.

  2. Whipsawリスク:横向市場では複数の小さなストップ損失が発生し,収益性が低下する可能性があります.

  3. 失敗したブレイクリスク: 追跡されたトレンドブレイクシグナルが誤りであり,損失を制御するために間に合って停止する必要があります.

  4. パラメータリスク: パラメータの設定が正しくない場合,戦略のパフォーマンスも低下する可能性があります.

  5. 過剰なフィットメントリスク: 過去データに対する過剰な最適化は,普遍的でないパラメータを引き起こす可能性があります.

  6. トランザクションコストリスク: 取引頻度が高い場合も,利益に一定の影響を与える可能性があります.

要約すると,パラメータを調整することで,この定量的なトレンド追跡戦略は,推奨に値する安定で効率的な取引システムを得ることができます.しかし,ユーザーは,長期的安定した利益のために使用中に取引リスクを制御し,適切な最適化にも注意する必要があります.


/*backtest
start: 2023-08-15 00:00:00
end: 2023-09-14 00:00:00
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/
// © XaviZ

//@version=4
strategy(title = "SuPeR-RePaNoCHa #2TP#", overlay = true, initial_capital = 10000, pyramiding = 100, currency = "USD",
   calc_on_order_fills = false, calc_on_every_tick = false, default_qty_type = strategy.fixed, default_qty_value = 1, commission_value = 0.03)

//study(title="SuPeR-RePaNoCHa #2TP#", overlay=true)

// VARIABLES
// ░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░

var bool longCond = na, var bool shortCond = na
var bool XlongCond = na, var bool XshortCond = na
var int CondIni_long0 = 0, var int CondIni_short0 = 0
var int CondIni_long = 0, var int CondIni_short = 0
var int CondIniX0 = 0, var int CondIniX = 0
var float last_open_longCondition = na, var float last_open_shortCondition = na
var int last_longCondition0 = na, var int last_shortCondition0 = na
var int last_longCondition = na, var int last_shortCondition = na
var int last_XlongCondition0 = na, var int last_XshortCondition0 = na
var int last_XlongCondition = na, var int last_XshortCondition = na
var bool long_tp = na, var bool short_tp = na
var bool long_tp2 = na, var bool short_tp2 = na
var bool long_tp_pump_last_minute = na, var bool short_tp_pump_last_minute = na
var bool long_tp_pump = na, var bool short_tp_pump = na
var int last_long_tp = na, var int last_short_tp = na
var int last_long_tp_pump = na, var int last_short_tp_pump = na
var int last_long_tp2 = na, var int last_short_tp2 = na
var int CondIni_long_sl = 0, var int CondIni_short_sl = 0
var bool Final_Long_sl0 = na, var bool Final_Short_sl0 = na
var bool Final_Long_sl = na, var bool Final_Short_sl = na
var int last_long_sl = na, var int last_short_sl = na
var bool Final_XlongCondition0 = na, var bool Final_XshortCondition0 = na
var bool Final_XlongCondition = na, var bool Final_XshortCondition = na
var int CondIni_Xlong0 = 0, var int CondIni_Xshort0 = 0
var int CondIni_Xlong = 0, var int CondIni_Xshort = 0
var bool Final_longCondition0 = na, var bool Final_shortCondition0 = na
var bool Final_longCondition = na, var bool Final_shortCondition = na
var bool BT_Final_longCondition = na, var bool BT_Final_shortCondition = na
var bool Final_Long_tp = na, var bool Final_Short_tp = na
var bool Final_Long_tp2 = na, var bool Final_Short_tp2 = na
var bool Final_Long_tp_pump = na, var bool Final_Short_tp_pump = na
var bool JMA_longCond = na, var bool JMA_shortCond = na
var bool RF_longCond = na, var bool RF_shortCond = na
var bool ADX_longCond = na, var bool ADX_shortCond = na
var bool SAR_longCond = na, var bool SAR_shortCond = na
var bool RSI_longCond = na, var bool RSI_shortCond = na
var bool MACD_longCond = na, var bool MACD_shortCond = na
var bool JMA_XlongCond = na, var bool JMA_XshortCond = na
var bool RF_XlongCond = na, var bool RF_XshortCond = na
var bool ADX_XlongCond = na, var bool ADX_XshortCond = na
var bool SAR_XlongCond = na, var bool SAR_XshortCond = na

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

Position = input("BOTH", "LONG / SHORT", options = ["BOTH","LONG","SHORT"])
src = hlc3, src2 = hl2
is_Long = Position == "SHORT" ? na : true
is_Short = Position == "LONG" ? na : true

// JURIK MOVING AVERAGE
// ░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░

Act_JMA = input(true, "JURIK MOVING AVERAGE")
length = input(18, title="JMA LENGTH", type=input.integer, minval = 0)
phase = input(21, title="JMA PHASE", type=input.integer, minval = 0)
power = input(2, title="JMA POWER", type=input.float, minval = 0, step = 0.5)

JMA(src)=>
    phaseRatio = phase < -100 ? 0.5 : phase > 100 ? 2.5 : phase / 100 + 1.5
    beta = 0.45 * (length - 1) / (0.45 * (length - 1) + 2)
    alpha = pow(beta, power)
    jma = 0.0
    e0 = 0.0
    e0 := (1 - alpha) * src + alpha * nz(e0[1])
    e1 = 0.0
    e1 := (src - e0) * (1 - beta) + beta * nz(e1[1])
    e2 = 0.0
    e2 := (e0 + phaseRatio * e1 - nz(jma[1])) * pow(1 - alpha, 2) + pow(alpha, 2) * nz(e2[1])
    jma := e2 + nz(jma[1])

JMA_Rising = JMA(src) > JMA(src)[1]
JMA_Falling = JMA(src) < JMA(src)[1]
JMA_Rising2 = JMA(src2) > JMA(src2)[1]
JMA_Falling2 = JMA(src2) < JMA(src2)[1]

JMA_color = JMA_Rising ? color.green : JMA_Falling ? color.red : color.yellow

plot(Act_JMA ? JMA(src) : na, color=JMA_color, linewidth = 3, title= "JMA")

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

Act_RF = input(true, "RANGE FILTER")
per = input(defval=28, title="SAMPLING PERIOD", minval=1)
mult = input(defval=1.6, 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)
[_, _, upward2, downward2] = Range_filter(src2, per, mult)

hband = filt + smoothrng
lband = filt - smoothrng

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

hbandplot = plot(Act_RF ? hband : na, color = color.aqua, transp = 60, title = "High Target", editable = false)
lbandplot = plot(Act_RF ? lband : na, 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
// ░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░

Act_ADX = input(true, "ORIGINAL AVERAGE DIRECTIONAL INDEX")
ADX_len = input(16, title="ADX LENGTH", type=input.integer, minval = 1)
th = input(17, title="ADX THRESHOLD", type=input.integer, minval = 0)

calcADX(_len)=>
    up = change(high)
	down = -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 = rma(tr, _len)
	_plus = fixnan(100 * rma(plusDM, _len) / truerange)
	_minus = fixnan(100 * rma(minusDM, _len) / truerange)
	sum = _plus + _minus
	_adx = 100 * rma(abs(_plus - _minus) / (sum == 0 ? 1 : sum), _len)
    [_plus,_minus,_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 = Act_ADX ? macol : na, title = "ADX")

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

Act_SAR = input(true, "PARABOLIC SAR")
Sst = input (0.22, "SAR STAR", step=0.01, minval = 0.01)
Sinc = input (0.2, "SAR INC", step=0.01, minval = 0.01)
Smax = input (0.12, "SAR MAX", step=0.01, minval = 0.01)

SAR = sar(Sst, Sinc, Smax)

plot(Act_SAR ? SAR : na, color = macol, style = plot.style_cross, title = "SAR") 

// RSI VOLUME WEIGHTED
// ░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░

Act_RSI = input(true, "RSI VOLUME WEIGHTED")
RSI_len = input(21, "RSI LENGHT", minval = 1)
RSI_obos = input(52,title="RSI CENTER LINE", type=input.integer, minval = 1)

WiMA(src, length) => 
    var float MA_s=0.0
    MA_s:=(src + nz(MA_s[1] * (length-1)))/length
    MA_s

RSI_Volume(fv, length) =>	
	up=iff(fv>fv[1],abs(fv-fv[1])*volume,0)
	dn=iff(fv<fv[1],abs(fv-fv[1])*volume,0)
	upt=WiMA(up,length)
	dnt=WiMA(dn,length)
	100*(upt/(upt+dnt))

RSI_V = RSI_Volume(src, RSI_len)

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

Act_MACD = input(true, "MOVING AVERAGE CONVERGENCE / DIVERGENCE")
fast_length = input(7, title="MACD FAST LENGTH", type=input.integer, minval = 1)
slow_length = input(16, title="MACD SLOW LENGTH", type=input.integer, minval = 1)
signal_length = input(10, title="MACD SIGNAL SMOOTHING", type=input.integer, minval = 1, maxval = 50)

[_,_,hist] = macd(src,fast_length,slow_length,signal_length)

// STRATEGY
// ░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░

Act_not_conf = input(true, "UNCONFIRMED FIRST ENTRY 🤞")
Act_not_conf_X = input(false, "UNCONFIRMED XL/XS")

JMA_longCond := (Act_JMA ? ((JMA_Rising) or (JMA_Rising2)) : RF_longCond) 
RF_longCond := (Act_RF ? ((high > hband and upward > 0) or (high > hband and upward2 > 0)) : ADX_longCond)
ADX_longCond := (Act_ADX ? (DIPlus > DIMinus and ADX > th) : SAR_longCond)
SAR_longCond := (Act_SAR ? (SAR < close) : RSI_longCond)
RSI_longCond := (Act_RSI ? (RSI_V > RSI_obos) : MACD_longCond)
MACD_longCond := (Act_MACD ? (hist > 0) : JMA_longCond)

JMA_shortCond := (Act_JMA ? ((JMA_Falling) or (JMA_Falling2)) : RF_shortCond) 
RF_shortCond := (Act_RF ? ((low < lband and downward > 0) or (low < lband and downward2 > 0)) : ADX_shortCond)
ADX_shortCond := (Act_ADX ? (DIPlus < DIMinus and ADX > th) : SAR_shortCond)
SAR_shortCond := (Act_SAR ? (SAR > close) : RSI_shortCond)
RSI_shortCond := (Act_RSI ? (RSI_V < RSI_obos) : MACD_shortCond)
MACD_shortCond := (Act_MACD ? (hist < 0) : JMA_shortCond)

longCond := JMA_longCond and RF_longCond and ADX_longCond and SAR_longCond and RSI_longCond and MACD_longCond and volume > sma(volume,30)*0.5
shortCond := JMA_shortCond and RF_shortCond and ADX_shortCond and SAR_shortCond and RSI_shortCond and MACD_shortCond and volume > sma(volume,30)*0.5

JMA_XlongCond := (Act_JMA ? ((JMA_Falling) or (JMA_Falling2)) : RF_XlongCond) 
RF_XlongCond := (Act_RF ? ((low < lband and downward > 0) or (low < lband and downward2 > 0)) : ADX_XlongCond)
ADX_XlongCond := (Act_ADX ? (DIPlus > DIMinus and ADX > th) : SAR_XlongCond)
SAR_XlongCond := (Act_SAR ? (SAR > close) : JMA_XlongCond)

JMA_XshortCond := (Act_JMA ? ((JMA_Rising) or (JMA_Rising2)) : RF_XshortCond) 
RF_XshortCond := (Act_RF ? ((high > hband and upward > 0) or (high > hband and upward2 > 0)) : ADX_XshortCond)
ADX_XshortCond := (Act_ADX ? (DIPlus < DIMinus and ADX > th) : SAR_XshortCond)
SAR_XshortCond := (Act_SAR ? (SAR < close) : JMA_XshortCond)

XlongCond := JMA_XlongCond and RF_XlongCond and ADX_XlongCond and SAR_XlongCond
XshortCond := JMA_XshortCond and RF_XshortCond and ADX_XshortCond and SAR_XshortCond

CondIni_long0 := longCond ? 1 : shortCond ? -1 : CondIni_long0[1]
CondIni_short0 := longCond ? 1 : shortCond ? -1 : CondIni_short0[1]

longCondition0 = (longCond and CondIni_long0[1] == -1)
shortCondition0 = (shortCond and CondIni_short0[1] == 1)

CondIni_long := longCond[1] ? 1 : shortCond[1] ? -1 : CondIni_long[1]
CondIni_short := longCond[1] ? 1 : shortCond[1] ? -1 : CondIni_short[1]

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

CondIniX0 := XlongCond ? 1 : XshortCond ? -1 : CondIniX0[1]

XlongCondition0 = XlongCond and CondIniX0[1] == -1
XshortCondition0 = XshortCond and CondIniX0[1] == 1

CondIniX := XlongCond[1] ? 1 : XshortCond[1] ? -1 : CondIniX[1]

XlongCondition = XlongCond[1] and CondIniX[1] == -1
XshortCondition = XshortCond[1] and CondIniX[1] == 1

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

last_open_long0 = max(SAR[1],hband)
last_open_short0 = min(SAR[1],lband)

last_open_longCondition := longCondition0 and not longCondition ? max(last_open_long0,open) : longCondition ? open : nz(last_open_longCondition[1])
last_open_shortCondition := shortCondition0 and not shortCondition ? min(last_open_short0, open) : shortCondition ? open : nz(last_open_shortCondition[1])

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

last_longCondition0 := longCondition0 ? time : nz(last_longCondition0[1])
last_shortCondition0 := shortCondition0 ? time : nz(last_shortCondition0[1])

in_longCondition0 = last_longCondition0 > last_shortCondition0
in_shortCondition0 = last_shortCondition0 > last_longCondition0

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

last_XlongCondition0 := XlongCondition0 ? time : nz(last_XlongCondition0[1])
last_XshortCondition0 := XshortCondition0 ? time : nz(last_XshortCondition0[1])

in_longConditionX0 = last_longCondition > last_XlongCondition0
in_shortConditionX0 = last_shortCondition > last_XshortCondition0

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

// TAKE PROFIT 1
// ░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░

tp = input(0.7, "TAKE PROFIT 1 %", type = input.float, step = 0.1) 

// TP Conditions

long_tp := (is_Long and high > (last_open_longCondition*(1+(tp/100))) and not (shortCondition0 and Act_not_conf) and in_longCondition and in_longConditionX)
short_tp := (is_Short and low < (last_open_shortCondition*(1-(tp/100))) and not (longCondition0 and Act_not_conf) and in_shortCondition and in_shortConditionX)

// Get the time of the last tp close

last_long_tp := long_tp ? time : nz(last_long_tp[1])
last_short_tp := short_tp ? time : nz(last_short_tp[1])

Final_Long_tp := (long_tp and last_longCondition > nz(last_long_tp[1]) and last_longCondition > nz(last_long_sl[1]))
Final_Short_tp := (short_tp and last_shortCondition > nz(last_short_tp[1]) and last_shortCondition > nz(last_short_sl[1]))

// TAKE PROFIT 2
// ░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░░

tp2 = input(1.8, "TAKE PROFIT 2 %", type = input.float, step = 0.1) 

// TP Conditions

long_tp2 := (is_Long and high > (last_open_longCondition*(1+(tp2/100))) and not (shortCondition0 and Act_not_conf) and in_longCondition and in_longConditionX)
short_tp2 := (is_Short and low < (last_open_shortCondition*(1-(tp2/100))) and not (longCondition0 and Act_not_conf) and in_shortCondition and in_shortConditionX)

// Get the time of the last tp2 close

last_long_tp2 := long_tp2 ? time : nz(last_long_tp2[1])
last_short_tp2 := short_tp2 ? time : nz(last_short_tp2[1])

Final_Long_tp2 := (long_tp2 and last_longCondition > nz(last_long_tp2[1]) and last_longCondition > nz(last_long_sl[1]))
Final_Short_tp2 := (short_tp2 and last_shortCondition > nz(last_short_tp2[1]) and last_shortCondition > nz(last_short_sl[1]))
   
// Tp for Pumps

tp_pump = input(1.0, "TAKE PROFIT FOR PUMPS % ", type = input.float, step = 0.1)

long_tp_pump := is_Long and longCondition0 and not longCondition and high > last_open_longCondition*(1+(tp_pump/100)) and Act_not_conf
short_tp_pump := is_Short and shortCondition0 and not shortCondition and low < last_open_shortCondition*(1-(tp_pump/100)) and Act_not_conf

// Get the time of the last ts close

last_long_tp_pump := long_tp_pump ? time : nz(last_long_tp2[1])
last_short_tp_pump := short_tp_pump ? time : nz(last_short_tp2[1])

Final_Long_tp_pump := (long_tp_pump and last_longCondition > nz(last_long_tp_pump[1]) and last_longCondition > nz(last_long_sl[1]))
Final_Short_tp_pump := (short_tp_pump and last_shortCondition > nz(last_short_tp_pump[1]) and last_shortCondition > nz(last_short_sl[1]))

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

Act_sl = input(false, "ACTIVATE STOP LOSS")
sl = input(4.0, "STOP LOSS %", type = input.float, step = 0.1)

long_sl = Act_sl and is_Long and low <= ((1-(sl/100))*last_open_longCondition) and not (open < ((1-(sl/100))*last_open_longCondition)) 
short_sl = Act_sl and is_Short and high >= ((1+(sl/100))*last_open_shortCondition) and not (open > ((1+(sl/100))*last_open_shortCondition))

// Sl

Final_Long_sl0 := Position == "BOTH" ? long_sl and CondIni_long_sl[1] == -1 and not Final_Long_tp2 and not shortCondition and not (shortCondition0 and Act_not_conf) : 
   long_sl and CondIni_long_sl[1] == -1 and not Final_Long_tp2
   
Final_Short_sl0 := Position == "BOTH" ? short_sl and CondIni_short_sl[1] == -1 and not Final_Short_tp2 and not longCondition and not (longCondition0 and Act_not_conf) : 
   short_sl and CondIni_short_sl[1] == -1 and not Final_Short_tp2

// Get the time of the last sl close

last_long_sl := Final_Long_sl ? time : nz(last_long_sl[1])
last_short_sl := Final_Short_sl ? time : nz(last_short_sl[1])

Final_Long_sl := Final_Long_sl0 and last_longCondition > nz(last_long_tp2[1]) and last_longCondition > nz(last_long_sl[1])
Final_Short_sl := Final_Short_sl0 and last_shortCondition > nz(last_short_tp2[1]) and last_shortCondition > nz(last_short_sl[1])

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

// long & short

Final_longCondition0 := is_Long and  longCondition0 and not longCondition and nz(CondIni_long0[1]) == -1 and Act_not_conf
Final_shortCondition0 := is_Short and shortCondition0 and not shortCondition and nz(CondIni_short0[1]) == 1 and Act_not_conf

plotshape(Final_longCondition0, title = "Not_Conf Long Signal", text = "🤞", style=shape.triangleup, location=location.belowbar, color = color.blue, transp = 0, size=size.tiny)
plotshape(Final_shortCondition0, title = "Not_Conf Short Signal", text = "🤞", style=shape.triangledown, location=location.abovebar, color = #FF0000, transp = 0, size=size.tiny)

Final_longCondition := is_Long and longCondition and not Final_shortCondition0 //and not (Final_longCondition0[1] and not Final_Long_ts_pump[1])
Final_shortCondition := is_Short and shortCondition and not Final_longCondition0 //and not (Final_shortCondition0[1] and not Final_Short_ts_pump[1])

plotshape(Final_longCondition, title = "Long Signal", style=shape.triangleup, location=location.belowbar, color = color.blue, transp = 0, size=size.tiny)
plotshape(Final_shortCondition, title = "Short Signal", style=shape.triangledown, location=location.abovebar, color = #FF0000, transp = 0, size=size.tiny)

// Xlong0 & Xshort0

CondIni_Xlong0 := Final_Long_tp or Final_Short_tp or Final_Long_sl or Final_XlongCondition0 or Final_shortCondition0 or Final_shortCondition ? 1 : 
   Final_longCondition0 or Final_longCondition ? -1 : nz(CondIni_Xlong0[1])
   
CondIni_Xshort0 := Final_Long_tp or Final_Short_tp or Final_Short_sl or Final_XshortCondition0 or Final_longCondition0 or Final_longCondition ? 1 : 
   Final_shortCondition0 or Final_shortCondition ? -1 : nz(CondIni_Xshort0[1])

Final_XlongCondition0 := (Position == "SHORT" ? na : Position == "BOTH" ? (XlongCondition0 and last_longCondition > last_XlongCondition0[1]) : 
   ((shortCondition0 and last_longCondition > last_shortCondition0[1]) or (XlongCondition0 and last_longCondition > last_XlongCondition0[1]))) 
   and CondIni_Xlong0 == -1 and not Final_longCondition0 and not Final_shortCondition0 and not Final_longCondition and not Final_shortCondition
   
Final_XshortCondition0 := (Position == "LONG" ? na : Position == "BOTH" ? (XshortCondition0 and last_shortCondition > last_XshortCondition0[1]) :
   ((longCondition0 and last_shortCondition > last_longCondition0[1]) or (XshortCondition0 and last_shortCondition > last_XshortCondition0[1]))) 
   and CondIni_Xshort0 == -1 and not Final_longCondition0 and not Final_shortCondition0 and not Final_longCondition and not Final_shortCondition
   
// Xlong & Xshort

CondIni_Xlong := Final_Long_tp or Final_Short_tp or Final_Long_sl or Final_XlongCondition or Final_shortCondition0 or Final_shortCondition ? 1 : 
   Final_longCondition0 or Final_longCondition ? -1 : nz(CondIni_Xlong[1])
   
CondIni_Xshort := Final_Long_tp or Final_Short_tp or Final_Short_sl or Final_XshortCondition or Final_longCondition0 or Final_longCondition ? 1 : 
   Final_shortCondition0 or Final_shortCondition ? -1 : nz(CondIni_Xshort[1])

Final_XlongCondition := (Position == "SHORT" ? na : Position == "BOTH" ? (XlongCondition and last_longCondition > last_XlongCondition[1]) : 
   ((shortCondition and last_longCondition > last_shortCondition[1]) or (XlongCondition and last_longCondition > last_XlongCondition[1]))) 
   and CondIni_Xlong == -1 and not Final_longCondition0 and not Final_shortCondition0
   
Final_XshortCondition := (Position == "LONG" ? na : Position == "BOTH" ? (XshortCondition and last_shortCondition > last_XshortCondition[1]) :
   ((longCondition and last_shortCondition > last_longCondition[1]) or (XshortCondition and last_shortCondition > last_XshortCondition[1]))) 
   and CondIni_Xshort == -1 and not Final_longCondition0 and not Final_shortCondition0
   
Final_XL = (Final_XlongCondition0 and Act_not_conf_X) or (Final_XlongCondition and not Act_not_conf_X)
Final_XS = (Final_XshortCondition0 and Act_not_conf_X) or (Final_XshortCondition and not Act_not_conf_X)

plotshape(Final_XL, title = "XL Signal", text = "XL", style=shape.triangledown, location=location.abovebar, color = color.orange, transp = 0, size=size.tiny)
plotshape(Final_XS, title = "XS Signal", text = "XS", style=shape.triangleup, location=location.belowbar, color = color.aqua, transp = 0, size=size.tiny)

// TP

plotshape(Final_Long_tp and not Final_Long_tp2, text ="TP", title="Take Profit Long", style=shape.triangledown, location=location.abovebar, color = color.red, editable = false, transp = 0) 
plotshape(Final_Short_tp and not Final_Short_tp2, text ="TP", title="Take Profit Short", style=shape.triangleup, location=location.belowbar, color = color.lime, editable = false, transp = 0) 

ltp = iff(Final_Long_tp, last_open_longCondition*(1+(tp/100)), na), plot(ltp, style = plot.style_cross, linewidth=3, color = color.white, editable = false)
stp = iff(Final_Short_tp, last_open_shortCondition*(1-(tp/100)), na), plot(stp, style = plot.style_cross, linewidth=3, color = color.white, editable = false)

// TP2

plotshape(Final_Long_tp2 and not Final_Long_tp, text ="TP2", title="Take Profit Long 2", style=shape.triangledown, location=location.abovebar, color = color.red, editable = false, transp = 0) 
plotshape(Final_Short_tp2 and not Final_Short_tp, text ="TP2", title="Take Profit Short 2", style=shape.triangleup, location=location.belowbar, color = color.lime, editable = false, transp = 0) 

ltp2 = iff(Final_Long_tp2, last_open_longCondition*(1+(tp2/100)), na), plot(ltp2, style = plot.style_cross, linewidth=3, color = color.white, editable = false)
stp2 = iff(Final_Short_tp2, last_open_shortCondition*(1-(tp2/100)), na), plot(stp2, style = plot.style_cross, linewidth=3, color = color.white, editable = false)

// TP & TP2

plotshape(Final_Long_tp and Final_Long_tp2, title="TP & TP2 Long", style=shape.flag, location=location.abovebar, color = color.red, editable = false, transp = 0, size=size.tiny) 
plotshape(Final_Short_tp and Final_Short_tp2, title="TP & TP2 Short", style=shape.flag, location=location.belowbar, color = color.green, editable = false, transp = 0, size=size.tiny) 

// TP on Pumps

plotshape(Final_Long_tp_pump and Final_longCondition0, text ="PUMP", title="Take Profit Long Pump", style=shape.triangledown, 
   location=location.abovebar, color = color.red, editable = false, transp = 0) 
plotshape(Final_Short_tp_pump and Final_shortCondition0, text ="PUMP", title="Take Profit Short Pump", style=shape.triangleup, 
   location=location.belowbar, color = color.lime, editable = false, transp = 0) 

ltp_pump = iff(Final_Long_tp_pump and Final_longCondition0, last_open_longCondition*(1+(tp_pump/100)), na), plot(ltp_pump, style = plot.style_cross, linewidth=3, color = color.white, editable = false)
stp_pump = iff(Final_Short_tp_pump and Final_shortCondition0, last_open_shortCondition*(1-(tp_pump/100)), na), plot(stp_pump, 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=3, color = color.white, editable = false)
ssl = iff(Final_Short_sl, (1+(sl/100))*last_open_shortCondition, na), plot(ssl, style = plot.style_cross, linewidth=3, color = color.white, editable = false)

// Final Long & Short Counter

if Final_Long_tp or Final_Long_sl or Final_XlongCondition
    CondIni_long := -1
    CondIni_long0 := -1
        
if Final_Short_tp or Final_Short_sl or Final_XshortCondition
    CondIni_short := 1
    CondIni_short0 := 1

if Final_longCondition
    CondIni_long0 := 1

if Final_shortCondition
    CondIni_short0 := -1
    
// Final SL Counter

CondIni_long_sl := Final_Long_sl or Final_shortCondition0 or Final_shortCondition or Final_XlongCondition ? 1 : Final_longCondition0 or Final_longCondition ? -1 : CondIni_long_sl[1]

CondIni_short_sl := Final_Short_sl or Final_longCondition0 or Final_longCondition or Final_XshortCondition ? 1 : Final_shortCondition0 or Final_shortCondition ? -1 : CondIni_short_sl[1]
    
// Levels

plot(is_Long and in_longCondition0 and not longCondition0 ? (last_open_longCondition*(1+(tp/100))) : na, "Long Take Profit", color = color.green, style=3, linewidth=1, editable = false)
plot(is_Short and in_shortCondition0 and not shortCondition0 ? (last_open_shortCondition*(1-(tp/100))) : na, "Short Take Profit", color =color.red , style=3, linewidth=1, editable = false)

plot(is_Long and in_longCondition0 and not longCondition0 ? (last_open_longCondition*(1+(tp2/100))) : na, "Long Take Profit 2", color = color.aqua, style=3, linewidth=1, editable = false)
plot(is_Short and in_shortCondition0 and not shortCondition0 ? (last_open_shortCondition*(1-(tp2/100))) : na, "Short Take Profit 2", color = color.orange, style=3, linewidth=1, editable = false)

// Weekend

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

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

Act_BT = input(true, "BACKTEST 💹")

BT_Final_longCondition := Position == "SHORT" ? na : (longCondition0 and not in_longCondition) or (Final_Long_tp and longCond) or (longCondition0 and not longCondition) or
   (longCondition0 and CondIni_long[1] == -1) and not (Final_Long_tp[1] and longCond) and not (Final_Long_tp[1] and longCond[1])
BT_Final_shortCondition := Position == "LONG" ? na : (shortCondition0 and not in_shortCondition) or (Final_Short_tp and shortCond) or (shortCondition0 and not shortCondition) or
   (shortCondition0 and CondIni_short[1] == 1) and not (Final_Short_tp[1] and shortCond) and not (Final_Short_tp[1] and shortCond[1])

testStartYear = input(2019, "BACKTEST START YEAR", minval = 1980, maxval = 2222) 
testStartMonth = input(06, "BACKTEST START MONTH", minval = 1, maxval = 12)
testStartDay = input(01, "BACKTEST START DAY", minval = 1, maxval = 31)
testPeriodStart = timestamp(testStartYear,testStartMonth,testStartDay,0,0)
testStopYear = input(2222, "BACKTEST STOP YEAR", minval=1980, maxval = 2222)
testStopMonth = input(12, "BACKTEST STOP MONTH", minval=1, maxval=12)
testStopDay = input(31, "BACKTEST STOP DAY", minval=1, maxval=31)
testPeriodStop = timestamp(testStopYear, testStopMonth, testStopDay, 0, 0)

contracts_or_cash = input("CONTRACTS", "CONTRACTS ₿ / CASH $", options = ["CONTRACTS","CASH"])
cc_factor = (contracts_or_cash == "CASH") ? open : 1
quantity_cash_1TP = input(0.5, "QUANTITY 1ST TP", type = input.float) / cc_factor
quantity_cash_2TP = input(0.5, "QUANTITY 2ND TP", type = input.float) / cc_factor

testPeriod = time >= testPeriodStart and time <= testPeriodStop ? true : false

if (BT_Final_longCondition)
    strategy.entry("long1", strategy.long, qty = quantity_cash_1TP, when = Act_BT and testPeriod)
    strategy.entry("long2", strategy.long, qty = quantity_cash_2TP, when = Act_BT and testPeriod)

if (BT_Final_shortCondition) 
    strategy.entry("short1", strategy.short, qty = quantity_cash_1TP, when = Act_BT and testPeriod)
    strategy.entry("short2", strategy.short, qty = quantity_cash_2TP, when = Act_BT and testPeriod)

strategy.exit("Tpl", "long1", profit = (abs((last_open_longCondition*(1+(tp/100)))-last_open_longCondition)/syminfo.mintick), 
   loss = Act_sl ? (abs((last_open_longCondition*(1-(sl/100)))-last_open_longCondition)/syminfo.mintick) : na)
strategy.exit("Tps", "short1", profit = (abs((last_open_shortCondition*(1-(tp/100)))-last_open_shortCondition)/syminfo.mintick),
   loss = Act_sl ? (abs((last_open_shortCondition*(1+(sl/100)))-last_open_shortCondition)/syminfo.mintick) : na)
   
strategy.exit("Tpl2", "long2", profit = (abs((last_open_longCondition*(1+(tp2/100)))-last_open_longCondition)/syminfo.mintick), 
   loss = Act_sl ? (abs((last_open_longCondition*(1-(sl/100)))-last_open_longCondition)/syminfo.mintick) : na)
strategy.exit("Tps2", "short2", profit = (abs((last_open_shortCondition*(1-(tp2/100)))-last_open_shortCondition)/syminfo.mintick),
   loss = Act_sl ? (abs((last_open_shortCondition*(1+(sl/100)))-last_open_shortCondition)/syminfo.mintick) : na)

strategy.close_all(when = Final_XlongCondition0 or Final_XshortCondition0)

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

//alertcondition(Final_longCondition0, title="Not_Conf Long Alert", message = "NC LONG") 

//alertcondition(Final_shortCondition0, title="Not_Conf Short Alert", message = "NC SHORT")

//alertcondition(Final_longCondition, title="Long Alert", message = "LONG") 

//alertcondition(Final_shortCondition, title="Short Alert", message = "SHORT")

//alertcondition(Final_Long_tp, title="Take Profit on Longs Alert", message = "LONG TP")

//alertcondition(Final_Short_tp, title="Take Profit on Shorts Alert", message = "SHORT TP")

//alertcondition(Final_Long_tp2, title="Take Profit2 on Longs Alert", message = "LONG TP2")

//alertcondition(Final_Short_tp2, title="Take Profit2 on Shorts Alert", message = "SHORT TP2")

//alertcondition(Final_XlongCondition or Final_Long_sl or (Final_Long_tp_pump and Act_not_conf), title="XLong/PUMP/Stop-Loss on Longs Alert", message = "XLONG/PUMP/STOP-LOSS")

//alertcondition(Final_XshortCondition or Final_Short_sl or (Final_Short_tp_pump and Act_not_conf), title="XShort/PUMP/Stop-Loss on Shorts Alert", message = "XSHORT/PUMP/STOP-LOSS")

// BTC BINANCE FUTURES

alertcondition(Final_longCondition0, title="BTC NC Long Alert", 
   message = "NC LONG | e=BINANCEFUTURES a=BINANCE s=BTCUSDT c=order b=short | delay=1 | e=BINANCEFUTURES a=BINANCE s=BTCUSDT c=position b=short t=market ro=1 | delay=1 | e=BINANCEFUTURES a=BINANCE s=BTCUSDT b=long q=25% t=market")

alertcondition(Final_shortCondition0, title="BTC NC Short Alert", 
   message = "NC SHORT | e=BINANCEFUTURES a=BINANCE s=BTCUSDT c=order b=long | delay=1 | e=BINANCEFUTURES a=BINANCE s=BTCUSDT c=position b=long t=market ro=1 | delay=1 | e=BINANCEFUTURES a=BINANCE s=BTCUSDT b=short q=25% t=market")

alertcondition(Final_longCondition, title="BTC Long Alert", 
   message = "LONG | e=BINANCEFUTURES a=BINANCE s=BTCUSDT c=order b=short | delay=1 | e=BINANCEFUTURES a=BINANCE s=BTCUSDT c=position b=short t=market ro=1 | delay=1 | e=BINANCEFUTURES a=BINANCE s=BTCUSDT b=long q=100% t=market | delay=1 | e=BINANCEFUTURES a=BINANCE s=BTCUSDT c=position b=long p=0.70% q=50% t=limit ro=1 | delay=1 | e=BINANCEFUTURES a=BINANCE s=BTCUSDT c=position b=long p=1.8% q=50% t=limit ro=1")

alertcondition(Final_shortCondition, title="BTC Short Alert", 
   message = "SHORT | e=BINANCEFUTURES a=BINANCE s=BTCUSDT c=order b=long | delay=1 | e=BINANCEFUTURES a=BINANCE s=BTCUSDT c=position b=long t=market ro=1 | delay=1 | e=BINANCEFUTURES a=BINANCE s=BTCUSDT b=short q=100% t=market | delay=1 | e=BINANCEFUTURES a=BINANCE s=BTCUSDT c=position b=short p=-0.70% q=50% t=limit ro=1 | delay=1 | e=BINANCEFUTURES a=BINANCE s=BTCUSDT c=position b=short p=-1.8% q=50% t=limit ro=1")

//alertcondition(Final_Long_tp, title="BTC Take Profit on Longs Alert", 
//   message = "LONG TP | e=BINANCEFUTURES a=BINANCE s=BTCUSDT c=position q=50% t=market ro=1")

//alertcondition(Final_Short_tp, title="BTC Take Profit on Shorts Alert", 
//   message = "SHORT TP | e=BINANCEFUTURES a=BINANCE s=BTCUSDT c=position q=50% t=market ro=1")

//alertcondition(Final_Long_tp2, title="BTC Take Profit on Longs Alert", 
//   message = "LONG TP2 | e=BINANCEFUTURES a=BINANCE s=BTCUSDT c=position b=long q=100% t=market ro=1")

//alertcondition(Final_Short_tp2, title="BTC Take Profit on Shorts Alert", 
//   message = "SHORT TP2 | e=BINANCEFUTURES a=BINANCE s=BTCUSDT c=position b=short q=100% t=market ro=1")

alertcondition(Final_XL or Final_Long_sl or (Final_Long_tp_pump and Act_not_conf), title="BTC XLong/PUMP/Stop-Loss on Longs Alert", 
   message = "XLONG/PUMP/STOP-LOSS | e=BINANCEFUTURES a=BINANCE s=BTCUSDT c=order b=long | delay=1 | e=BINANCEFUTURES a=BINANCE s=BTCUSDT c=position b=long t=market ro=1")

alertcondition(Final_XS or Final_Short_sl or (Final_Short_tp_pump and Act_not_conf), title="BTC XShort/PUMP/Stop-Loss on Shorts Alert", 
   message = "XSHORT/PUMP/STOP-LOSS | e=BINANCEFUTURES a=BINANCE s=BTCUSDT c=order b=short | delay=1 | e=BINANCEFUTURES a=BINANCE s=BTCUSDT c=position b=short t=market ro=1")

もっと