مقداری تجارت کی دو طرفہ S/R حکمت عملی


تخلیق کی تاریخ: 2024-02-06 12:13:22 آخر میں ترمیم کریں: 2024-02-06 12:13:22
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مقداری تجارت کی دو طرفہ S/R حکمت عملی

جائزہ

اس حکمت عملی میں قیمتوں میں لگاتار اضافے یا کمی کی تعداد کو ٹریک کرکے معاون مزاحمت کی سطح کی شناخت کی جاتی ہے ، اور پھر ایک طویل پوزیشن اور مختصر پوزیشن ٹریڈنگ حکمت عملی کی تعمیر کرنے کے لئے داخلہ اور اسٹاپ نقصان سگنل کے طور پر چلتی اوسط کے ساتھ مل کر۔ یہ حکمت عملی بیک وقت زیادہ سے زیادہ یا صرف ایک طرفہ ہوسکتی ہے۔

اصول

  1. مزاحمت کی حمایت کی شناخت
    • جب اختتامی قیمت مسلسل 4 دن پہلے کی اختتامی قیمت سے زیادہ ہو تو ، اس نقطہ کو نیچے کی حمایت کے طور پر ریکارڈ کیا جائے
    • جب اختتامی قیمت مسلسل 4 دن پہلے کی اختتامی قیمت سے کم ہو تو ، اس نقطہ کو اوپر کی مزاحمت کی سطح کے طور پر ریکارڈ کریں
  2. سگنل کی پیداوار
    • معاونت کی شناخت کے بعد ، اگر قیمتوں میں اضافے کی مدت کی تعداد مقررہ لانگ پوزیشن کی حد تک پہنچ جاتی ہے (ڈیفالٹ 9 دن) ، تو ایک کثیر سگنل پیدا ہوتا ہے
    • مزاحمت کی سطح کی شناخت کے بعد ، اگر قیمت میں کمی کی مدت کی تعداد مقررہ شارٹ پوزیشن کی حد تک پہنچ جاتی ہے (ڈیفالٹ 9 دن) ، تو ایک مختصر سگنل پیدا ہوتا ہے
  3. حرکت پذیری اوسط فلٹرنگ اور سٹاپ نقصان
    • داخلہ کے وقت قیمتوں کا تعین کرنے کے لئے ایک مقررہ مدت سے زیادہ یا اس سے کم قیمتوں کا تعین کرنے کے لئے ایک متحرک اوسط سے زیادہ یا اس سے کم قیمتوں کا تعین کرنے کے لئے
    • اسٹاپ نقصان کی حیثیت سے چلتی اوسط

فوائد

  1. سپورٹ مزاحمت کی جگہ کا استعمال کرتے ہوئے فیصلہ زیادہ قابل اعتماد ہے اور مختصر مدت کے اتار چڑھاو کی طرف سے گمراہ نہیں کیا جائے گا
  2. حرکت پذیر اوسط فلٹرنگ کے ساتھ مل کر جعلی سگنل کو کم کیا جا سکتا ہے
  3. دو طرفہ تجارت ، آپریشن کی تعدد میں اضافہ اور منافع کے مواقع میں اضافہ
  4. مختلف قسم کے اور مارکیٹ کے حالات کے مطابق مرضی کے مطابق پیرامیٹرز

خطرات اور حل

  1. رجحان سازی مارکیٹ میں، ایک مختصر وقت میں ایک سے زیادہ نقصان دہ تجارت ہوسکتی ہے
    • ٹریڈنگ کی فریکوئنسی کو کم کرنے کے لئے موزوں طور پر بڑھتی ہوئی اوسط اوسط سائیکل
  2. معاونت یا مزاحمت کی غلطی کا امکان
    • لمبائی کی حد جس سے معاون مزاحمت کی سطح کا تعین کیا جاسکتا ہے
  3. بڑے پیمانے پر ہلچل والے بازاروں میں ، اسٹاپ نقصانات بہت زیادہ متحرک ہوسکتے ہیں
    • مناسب طریقے سے ڈراپ اسکوپ کی حد میں نرمی
    • رجحانات کا اندازہ لگانے والے اشارے میں اضافہ

اصلاح کی سمت

  1. حکمت عملی میں استحکام کے لئے مزید تکنیکی پیمائش کا اضافہ کریں
    • رجحانات، رفتار، اور فیصلہ کن اشارے میں اضافہ
  2. سپورٹ مزاحمت بٹ فیصلہ منطق کو بہتر بنائیں
    • نتائج پر مختلف پیرامیٹرز کے اثرات کی جانچ
  3. مخصوص قسم اور دورانیہ کے لئے پیرامیٹرز کو بہتر بنائیں
    • مختلف قسم کے پیرامیٹرز کو مختلف حد تک ایڈجسٹ کیا جا سکتا ہے
  4. نقصانات کو روکنے کے لئے خود کار طریقے سے میکانیزم کی ترقی
    • مارکیٹ میں اتار چڑھاؤ کی سطح کے مطابق اسٹاپ نقصان کی حد کو متحرک کریں

خلاصہ کریں۔

یہ حکمت عملی مجموعی طور پر آسان اور قابل اعتماد ہے ، جس کی مدد سے مزاحمت کی سطح کا صحیح فیصلہ کرنے سے قیمتوں میں الٹ جانے کے مواقع کو زیادہ امکان سے پکڑ لیا جاسکتا ہے۔ اس کے ساتھ ساتھ چلتی اوسط کے ساتھ مل کر داخلے کا وقت یقینی بنایا جاتا ہے ، اور اس سے بچنے سے بچایا جاتا ہے۔ آخر میں ، اس حکمت عملی کی سمت کا فیصلہ نسبتا conser محتاط ہے ، لیکن اس میں مضبوط موافقت اور توسیع ہے ، صارف مارکیٹ کے بارے میں اپنی سمجھ کے مطابق مناسب پیرامیٹرز کا انتخاب کرسکتا ہے ، اور اس طرح بہتر کارکردگی حاصل کرسکتا ہے۔

حکمت عملی کا ماخذ کوڈ
/*backtest
start: 2023-01-30 00:00:00
end: 2024-02-05 00:00:00
period: 1d
basePeriod: 1h
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/
// © GlobalMarketSignals

//@version=4
strategy("GMS: TD Sequential Strategy", overlay=true)

LongShort     = input(title="Long Only or Short Only or Both?", type=input.string, defval="Both", options=["Both", "Long Only", "Short Only"])
PriceFlipL    = input(title="TD Sequential Long Price Flip", type = input.integer ,defval=9)
PriceFlipS    = input(title="TD Sequential Short Price Flip", type = input.integer ,defval=9)
MAs1          = input(title="Long MA", type=input.string, defval="SMA", options=["SMA", "EMA", "VWMA"])
MAs2          = input(title="Short MA", type=input.string, defval="SMA", options=["SMA", "EMA", "VWMA"])
SMAlenL       = input(title="Long MA Exit Length", type = input.integer ,defval=10)
SMAlenS       = input(title="Short MA Exit Length", type = input.integer ,defval=10)
AboveBelowL   = input(title="Long Trend Filter?", type=input.string, defval="Above", options=["Above", "Below", "Don't Include"])
AboveBelowS   = input(title="Short Trend Filter?", type=input.string, defval="Below", options=["Above", "Below", "Don't Include"])
TLma          = input(title="Trend MA", type=input.string, defval="SMA", options=["SMA", "EMA", "VWMA"])
TrendLength   = input(title="Trend MA Length", type = input.integer ,defval=200)
PTbutton      = input(title="Profit Target On/Off", type=input.bool, defval=true)
ProfitTarget  = input(title="Profit Target %", type=input.float, defval=1, step=0.1, minval=0)
SLbutton      = input(title="Stop Loss On/Off", type=input.bool, defval=true)
StopLoss      = input(title="Stop Loss %", type=input.float, defval=-1, step=0.1, maxval=0)

//PROFIT TARGET & STOPLOSS

if PTbutton == true and SLbutton == true
    strategy.exit("EXIT", profit=((close*(ProfitTarget*0.01))/syminfo.mintick), loss=((close*(StopLoss*-0.01))/syminfo.mintick))
else
    if PTbutton == true and SLbutton == false
        strategy.exit("PT EXIT", profit=((close*(ProfitTarget*0.01))/syminfo.mintick))
    else
        if PTbutton == false and SLbutton == true
            strategy.exit("SL EXIT", loss=((close*(StopLoss*-0.01))/syminfo.mintick))
        else    
            strategy.cancel("PT EXIT")

// S/R Code By johan.gradin (lines 36-46)
// Buy setup//
priceflip1 = barssince(close>close[4])
buysetup = close<close[4] and priceflip1
buy = buysetup and barssince(priceflip1!=9)
buyovershoot = barssince(priceflip1!=13) and buysetup
// Sell Setup //
priceflip = barssince(close<close[4])
sellsetup = close>close[4] and priceflip
sell = sellsetup and barssince(priceflip!=9)
sellovershoot = sellsetup and barssince(priceflip!=13)


///////
/////// SMA
///////

if LongShort =="Long Only" and AboveBelowL == "Above" and MAs1 == "SMA" and TLma == "SMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<sma(close,SMAlenL) and close>sma(close,TrendLength))
    strategy.close("LONG", when = close>sma(close,SMAlenL))
    
if LongShort =="Long Only" and  AboveBelowL == "Below" and MAs1 == "SMA" and TLma == "SMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<sma(close,SMAlenL) and  close<sma(close,TrendLength))
    strategy.close("LONG", when = close>sma(close,SMAlenL))

if LongShort =="Long Only" and  AboveBelowL == "Don't Include" and MAs1 == "SMA" and TLma == "SMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<sma(close,SMAlenL) )
    strategy.close("LONG", when = close>sma(close,SMAlenL))
    
///////
    
if LongShort =="Short Only" and  AboveBelowS == "Above" and MAs2 == "SMA" and TLma == "SMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>sma(close,SMAlenS) and close>sma(close,TrendLength))
    strategy.close("SHORT", when = close<sma(close,SMAlenS))
    
if LongShort =="Short Only" and  AboveBelowS == "Below" and MAs2 == "SMA" and TLma == "SMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>sma(close,SMAlenS) and close<sma(close,TrendLength))
    strategy.close("SHORT",  when = close<sma(close,SMAlenS))

if LongShort =="Short Only" and  AboveBelowS == "Don't Include" and MAs2 == "SMA" and TLma == "SMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>sma(close,SMAlenS) )
    strategy.close("SHORT",  when = close<sma(close,SMAlenS))

///////
    
if LongShort =="Both" and AboveBelowL == "Above" and MAs1 == "SMA" and TLma == "SMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<sma(close,SMAlenL) and close>sma(close,TrendLength))
    strategy.close("LONG", when = close>sma(close,SMAlenL))
    
if LongShort =="Both" and  AboveBelowL == "Below" and MAs1 == "SMA" and TLma == "SMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<sma(close,SMAlenL) and  close<sma(close,TrendLength))
    strategy.close("LONG", when = close>sma(close,SMAlenL))

if LongShort =="Both" and  AboveBelowL == "Don't Include" and MAs1 == "SMA" and TLma == "SMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<sma(close,SMAlenL) )
    strategy.close("LONG", when = close>sma(close,SMAlenL))
    
    
if LongShort =="Both" and  AboveBelowS == "Above" and MAs2 == "SMA" and TLma == "SMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>sma(close,SMAlenS) and close>sma(close,TrendLength))
    strategy.close("SHORT", when = close<sma(close,SMAlenS))
    
if LongShort =="Both" and  AboveBelowS == "Below" and MAs2 == "SMA" and TLma == "SMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>sma(close,SMAlenS) and close<sma(close,TrendLength))
    strategy.close("SHORT",  when = close<sma(close,SMAlenS))

if LongShort =="Both" and  AboveBelowS == "Don't Include" and MAs2 == "SMA" and TLma == "SMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>sma(close,SMAlenS) )
    strategy.close("SHORT",  when = close<sma(close,SMAlenS))  

///////
/////// EMA
///////

if LongShort =="Long Only" and AboveBelowL == "Above" and MAs1 == "EMA" and TLma == "SMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<ema(close,SMAlenL) and close>sma(close,TrendLength))
    strategy.close("LONG", when = close>ema(close,SMAlenL))
    
if LongShort =="Long Only" and  AboveBelowL == "Below" and MAs1 == "EMA" and TLma == "SMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<ema(close,SMAlenL) and  close<sma(close,TrendLength))
    strategy.close("LONG", when = close>ema(close,SMAlenL))

if LongShort =="Long Only" and  AboveBelowL == "Don't Include" and MAs1 == "EMA" and TLma == "SMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<ema(close,SMAlenL) )
    strategy.close("LONG", when = close>ema(close,SMAlenL))
    
///////
    
if LongShort =="Short Only" and  AboveBelowS == "Above" and MAs2 == "EMA" and TLma == "SMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>ema(close,SMAlenS) and close>sma(close,TrendLength))
    strategy.close("SHORT", when = close<ema(close,SMAlenS))
    
if LongShort =="Short Only" and  AboveBelowS == "Below" and MAs2 == "EMA" and TLma == "SMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>ema(close,SMAlenS) and close<sma(close,TrendLength))
    strategy.close("SHORT",  when = close<ema(close,SMAlenS))

if LongShort =="Short Only" and  AboveBelowS == "Don't Include" and MAs2 == "EMA" and TLma == "SMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>ema(close,SMAlenS) )
    strategy.close("SHORT",  when = close<ema(close,SMAlenS))

///////
    
if LongShort =="Both" and AboveBelowL == "Above" and MAs1 == "EMA" and TLma == "SMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<ema(close,SMAlenL) and close>sma(close,TrendLength))
    strategy.close("LONG", when = close>ema(close,SMAlenL))
    
if LongShort =="Both" and  AboveBelowL == "Below" and MAs1 == "EMA" and TLma == "SMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<ema(close,SMAlenL) and  close<sma(close,TrendLength))
    strategy.close("LONG", when = close>ema(close,SMAlenL))

if LongShort =="Both" and  AboveBelowL == "Don't Include" and MAs1 == "EMA" and TLma == "SMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<ema(close,SMAlenL) )
    strategy.close("LONG", when = close>ema(close,SMAlenL))
    
    
if LongShort =="Both" and  AboveBelowS == "Above" and MAs2 == "EMA" and TLma == "SMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>ema(close,SMAlenS) and close>sma(close,TrendLength))
    strategy.close("SHORT", when = close<ema(close,SMAlenS))
    
if LongShort =="Both" and  AboveBelowS == "Below" and MAs2 == "EMA" and TLma == "SMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>ema(close,SMAlenS) and close<sma(close,TrendLength))
    strategy.close("SHORT",  when = close<ema(close,SMAlenS))

if LongShort =="Both" and  AboveBelowS == "Don't Include" and MAs2 == "EMA" and TLma == "SMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>ema(close,SMAlenS) )
    strategy.close("SHORT",  when = close<ema(close,SMAlenS)) 



///////
/////// VWMA
///////

if LongShort =="Long Only" and AboveBelowL == "Above" and MAs1 == "VWMA" and TLma == "SMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<vwma(close,SMAlenL) and close>sma(close,TrendLength))
    strategy.close("LONG", when = close>vwma(close,SMAlenL))
    
if LongShort =="Long Only" and  AboveBelowL == "Below" and MAs1 == "VWMA" and TLma == "SMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<vwma(close,SMAlenL) and  close<sma(close,TrendLength))
    strategy.close("LONG", when = close>vwma(close,SMAlenL))

if LongShort =="Long Only" and  AboveBelowL == "Don't Include" and MAs1 == "VWMA" and TLma == "SMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<vwma(close,SMAlenL) )
    strategy.close("LONG", when = close>vwma(close,SMAlenL))
    
///////
    
if LongShort =="Short Only" and  AboveBelowS == "Above" and MAs2 == "VWMA" and TLma == "SMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>vwma(close,SMAlenS) and close>sma(close,TrendLength))
    strategy.close("SHORT", when = close<vwma(close,SMAlenS))
    
if LongShort =="Short Only" and  AboveBelowS == "Below" and MAs2 == "VWMA" and TLma == "SMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>vwma(close,SMAlenS) and close<sma(close,TrendLength))
    strategy.close("SHORT",  when = close<vwma(close,SMAlenS))

if LongShort =="Short Only" and  AboveBelowS == "Don't Include" and MAs2 == "VWMA" and TLma == "SMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>vwma(close,SMAlenS) )
    strategy.close("SHORT",  when = close<vwma(close,SMAlenS))

///////
    
if LongShort =="Both" and AboveBelowL == "Above" and MAs1 == "VWMA" and TLma == "SMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<vwma(close,SMAlenL) and close>sma(close,TrendLength))
    strategy.close("LONG", when = close>vwma(close,SMAlenL))
    
if LongShort =="Both" and  AboveBelowL == "Below" and MAs1 == "VWMA" and TLma == "SMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<vwma(close,SMAlenL) and  close<sma(close,TrendLength))
    strategy.close("LONG", when = close>vwma(close,SMAlenL))

if LongShort =="Both" and  AboveBelowL == "Don't Include" and MAs1 == "VWMA" and TLma == "SMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<vwma(close,SMAlenL) )
    strategy.close("LONG", when = close>vwma(close,SMAlenL))
    
    
if LongShort =="Both" and  AboveBelowS == "Above" and MAs2 == "VWMA" and TLma == "SMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>vwma(close,SMAlenS) and close>sma(close,TrendLength))
    strategy.close("SHORT", when = close<vwma(close,SMAlenS))
    
if LongShort =="Both" and  AboveBelowS == "Below" and MAs2 == "VWMA" and TLma == "SMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>vwma(close,SMAlenS) and close<sma(close,TrendLength))
    strategy.close("SHORT",  when = close<vwma(close,SMAlenS))

if LongShort =="Both" and  AboveBelowS == "Don't Include" and MAs2 == "VWMA" and TLma == "SMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>vwma(close,SMAlenS) )
    strategy.close("SHORT",  when = close<vwma(close,SMAlenS)) 

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

///////
/////// SMA
///////


if LongShort =="Long Only" and AboveBelowL == "Above" and MAs1 == "SMA" and TLma == "EMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<sma(close,SMAlenL) and close>ema(close,TrendLength))
    strategy.close("LONG", when = close>sma(close,SMAlenL))
    
if LongShort =="Long Only" and  AboveBelowL == "Below" and MAs1 == "SMA" and TLma == "EMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<sma(close,SMAlenL) and  close<ema(close,TrendLength))
    strategy.close("LONG", when = close>sma(close,SMAlenL))

if LongShort =="Long Only" and  AboveBelowL == "Don't Include" and MAs1 == "SMA" and TLma == "EMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<sma(close,SMAlenL) )
    strategy.close("LONG", when = close>sma(close,SMAlenL))
    
///////
    
if LongShort =="Short Only" and  AboveBelowS == "Above" and MAs2 == "SMA" and TLma == "EMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>sma(close,SMAlenS) and close>ema(close,TrendLength))
    strategy.close("SHORT", when = close<sma(close,SMAlenS))
    
if LongShort =="Short Only" and  AboveBelowS == "Below" and MAs2 == "SMA" and TLma == "EMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>sma(close,SMAlenS) and close<ema(close,TrendLength))
    strategy.close("SHORT",  when = close<sma(close,SMAlenS))

if LongShort =="Short Only" and  AboveBelowS == "Don't Include" and MAs2 == "SMA" and TLma == "EMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>sma(close,SMAlenS) )
    strategy.close("SHORT",  when = close<sma(close,SMAlenS))

///////
    
if LongShort =="Both" and AboveBelowL == "Above" and MAs1 == "SMA" and TLma == "EMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<sma(close,SMAlenL) and close>ema(close,TrendLength))
    strategy.close("LONG", when = close>sma(close,SMAlenL))
    
if LongShort =="Both" and  AboveBelowL == "Below" and MAs1 == "SMA" and TLma == "EMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<sma(close,SMAlenL) and  close<ema(close,TrendLength))
    strategy.close("LONG", when = close>sma(close,SMAlenL))

if LongShort =="Both" and  AboveBelowL == "Don't Include" and MAs1 == "SMA" and TLma == "EMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<sma(close,SMAlenL) )
    strategy.close("LONG", when = close>sma(close,SMAlenL))
    
    
if LongShort =="Both" and  AboveBelowS == "Above" and MAs2 == "SMA" and TLma == "EMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>sma(close,SMAlenS) and close>ema(close,TrendLength))
    strategy.close("SHORT", when = close<sma(close,SMAlenS))
    
if LongShort =="Both" and  AboveBelowS == "Below" and MAs2 == "SMA" and TLma == "EMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>sma(close,SMAlenS) and close<ema(close,TrendLength))
    strategy.close("SHORT",  when = close<sma(close,SMAlenS))

if LongShort =="Both" and  AboveBelowS == "Don't Include" and MAs2 == "SMA" and TLma == "EMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>sma(close,SMAlenS) )
    strategy.close("SHORT",  when = close<sma(close,SMAlenS))  

///////
/////// EMA
///////

if LongShort =="Long Only" and AboveBelowL == "Above" and MAs1 == "EMA" and TLma == "EMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<ema(close,SMAlenL) and close>ema(close,TrendLength))
    strategy.close("LONG", when = close>ema(close,SMAlenL))
    
if LongShort =="Long Only" and  AboveBelowL == "Below" and MAs1 == "EMA" and TLma == "EMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<ema(close,SMAlenL) and  close<ema(close,TrendLength))
    strategy.close("LONG", when = close>ema(close,SMAlenL))

if LongShort =="Long Only" and  AboveBelowL == "Don't Include" and MAs1 == "EMA" and TLma == "EMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<ema(close,SMAlenL) )
    strategy.close("LONG", when = close>ema(close,SMAlenL))
    
///////
    
if LongShort =="Short Only" and  AboveBelowS == "Above" and MAs2 == "EMA" and TLma == "EMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>ema(close,SMAlenS) and close>ema(close,TrendLength))
    strategy.close("SHORT", when = close<ema(close,SMAlenS))
    
if LongShort =="Short Only" and  AboveBelowS == "Below" and MAs2 == "EMA" and TLma == "EMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>ema(close,SMAlenS) and close<ema(close,TrendLength))
    strategy.close("SHORT",  when = close<ema(close,SMAlenS))

if LongShort =="Short Only" and  AboveBelowS == "Don't Include" and MAs2 == "EMA" and TLma == "EMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>ema(close,SMAlenS) )
    strategy.close("SHORT",  when = close<ema(close,SMAlenS))

///////
    
if LongShort =="Both" and AboveBelowL == "Above" and MAs1 == "EMA" and TLma == "EMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<ema(close,SMAlenL) and close>ema(close,TrendLength))
    strategy.close("LONG", when = close>ema(close,SMAlenL))
    
if LongShort =="Both" and  AboveBelowL == "Below" and MAs1 == "EMA" and TLma == "EMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<ema(close,SMAlenL) and  close<ema(close,TrendLength))
    strategy.close("LONG", when = close>ema(close,SMAlenL))

if LongShort =="Both" and  AboveBelowL == "Don't Include" and MAs1 == "EMA" and TLma == "EMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<ema(close,SMAlenL) )
    strategy.close("LONG", when = close>ema(close,SMAlenL))
    
    
if LongShort =="Both" and  AboveBelowS == "Above" and MAs2 == "EMA" and TLma == "EMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>ema(close,SMAlenS) and close>ema(close,TrendLength))
    strategy.close("SHORT", when = close<ema(close,SMAlenS))
    
if LongShort =="Both" and  AboveBelowS == "Below" and MAs2 == "EMA" and TLma == "EMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>ema(close,SMAlenS) and close<ema(close,TrendLength))
    strategy.close("SHORT",  when = close<ema(close,SMAlenS))

if LongShort =="Both" and  AboveBelowS == "Don't Include" and MAs2 == "EMA" and TLma == "EMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>ema(close,SMAlenS) )
    strategy.close("SHORT",  when = close<ema(close,SMAlenS)) 



///////
/////// VWMA
///////

if LongShort =="Long Only" and AboveBelowL == "Above" and MAs1 == "VWMA" and TLma == "EMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<vwma(close,SMAlenL) and close>ema(close,TrendLength))
    strategy.close("LONG", when = close>vwma(close,SMAlenL))
    
if LongShort =="Long Only" and  AboveBelowL == "Below" and MAs1 == "VWMA" and TLma == "EMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<vwma(close,SMAlenL) and  close<ema(close,TrendLength))
    strategy.close("LONG", when = close>vwma(close,SMAlenL))

if LongShort =="Long Only" and  AboveBelowL == "Don't Include" and MAs1 == "VWMA" and TLma == "EMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<vwma(close,SMAlenL) )
    strategy.close("LONG", when = close>vwma(close,SMAlenL))
    
///////
    
if LongShort =="Short Only" and  AboveBelowS == "Above" and MAs2 == "VWMA" and TLma == "EMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>vwma(close,SMAlenS) and close>ema(close,TrendLength))
    strategy.close("SHORT", when = close<vwma(close,SMAlenS))
    
if LongShort =="Short Only" and  AboveBelowS == "Below" and MAs2 == "VWMA" and TLma == "EMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>vwma(close,SMAlenS) and close<ema(close,TrendLength))
    strategy.close("SHORT",  when = close<vwma(close,SMAlenS))

if LongShort =="Short Only" and  AboveBelowS == "Don't Include" and MAs2 == "VWMA" and TLma == "EMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>vwma(close,SMAlenS) )
    strategy.close("SHORT",  when = close<vwma(close,SMAlenS))

///////
    
if LongShort =="Both" and AboveBelowL == "Above" and MAs1 == "VWMA" and TLma == "EMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<vwma(close,SMAlenL) and close>ema(close,TrendLength))
    strategy.close("LONG", when = close>vwma(close,SMAlenL))
    
if LongShort =="Both" and  AboveBelowL == "Below" and MAs1 == "VWMA" and TLma == "EMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<vwma(close,SMAlenL) and  close<ema(close,TrendLength))
    strategy.close("LONG", when = close>vwma(close,SMAlenL))

if LongShort =="Both" and  AboveBelowL == "Don't Include" and MAs1 == "VWMA" and TLma == "EMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<vwma(close,SMAlenL) )
    strategy.close("LONG", when = close>vwma(close,SMAlenL))
    
    
if LongShort =="Both" and  AboveBelowS == "Above" and MAs2 == "VWMA" and TLma == "EMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>vwma(close,SMAlenS) and close>ema(close,TrendLength))
    strategy.close("SHORT", when = close<vwma(close,SMAlenS))
    
if LongShort =="Both" and  AboveBelowS == "Below" and MAs2 == "VWMA" and TLma == "EMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>vwma(close,SMAlenS) and close<ema(close,TrendLength))
    strategy.close("SHORT",  when = close<vwma(close,SMAlenS))

if LongShort =="Both" and  AboveBelowS == "Don't Include" and MAs2 == "VWMA" and TLma == "EMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>vwma(close,SMAlenS) )
    strategy.close("SHORT",  when = close<vwma(close,SMAlenS)) 

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

///////
/////// SMA
///////


if LongShort =="Long Only" and AboveBelowL == "Above" and MAs1 == "SMA" and TLma == "VWMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<sma(close,SMAlenL) and close>vwma(close,TrendLength))
    strategy.close("LONG", when = close>sma(close,SMAlenL))
    
if LongShort =="Long Only" and  AboveBelowL == "Below" and MAs1 == "SMA" and TLma == "VWMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<sma(close,SMAlenL) and  close<vwma(close,TrendLength))
    strategy.close("LONG", when = close>sma(close,SMAlenL))

if LongShort =="Long Only" and  AboveBelowL == "Don't Include" and MAs1 == "SMA" and TLma == "VWMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<sma(close,SMAlenL) )
    strategy.close("LONG", when = close>sma(close,SMAlenL))
    
///////
    
if LongShort =="Short Only" and  AboveBelowS == "Above" and MAs2 == "SMA" and TLma == "VWMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>sma(close,SMAlenS) and close>vwma(close,TrendLength))
    strategy.close("SHORT", when = close<sma(close,SMAlenS))
    
if LongShort =="Short Only" and  AboveBelowS == "Below" and MAs2 == "SMA" and TLma == "VWMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>sma(close,SMAlenS) and close<vwma(close,TrendLength))
    strategy.close("SHORT",  when = close<sma(close,SMAlenS))

if LongShort =="Short Only" and  AboveBelowS == "Don't Include" and MAs2 == "SMA" and TLma == "VWMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>sma(close,SMAlenS) )
    strategy.close("SHORT",  when = close<sma(close,SMAlenS))

///////
    
if LongShort =="Both" and AboveBelowL == "Above" and MAs1 == "SMA" and TLma == "VWMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<sma(close,SMAlenL) and close>vwma(close,TrendLength))
    strategy.close("LONG", when = close>sma(close,SMAlenL))
    
if LongShort =="Both" and  AboveBelowL == "Below" and MAs1 == "SMA" and TLma == "VWMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<sma(close,SMAlenL) and  close<vwma(close,TrendLength))
    strategy.close("LONG", when = close>sma(close,SMAlenL))

if LongShort =="Both" and  AboveBelowL == "Don't Include" and MAs1 == "SMA" and TLma == "VWMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<sma(close,SMAlenL) )
    strategy.close("LONG", when = close>sma(close,SMAlenL))
    
    
if LongShort =="Both" and  AboveBelowS == "Above" and MAs2 == "SMA" and TLma == "VWMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>sma(close,SMAlenS) and close>vwma(close,TrendLength))
    strategy.close("SHORT", when = close<sma(close,SMAlenS))
    
if LongShort =="Both" and  AboveBelowS == "Below" and MAs2 == "SMA" and TLma == "VWMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>sma(close,SMAlenS) and close<vwma(close,TrendLength))
    strategy.close("SHORT",  when = close<sma(close,SMAlenS))

if LongShort =="Both" and  AboveBelowS == "Don't Include" and MAs2 == "SMA" and TLma == "VWMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>sma(close,SMAlenS) )
    strategy.close("SHORT",  when = close<sma(close,SMAlenS))  

///////
/////// EMA
///////

if LongShort =="Long Only" and AboveBelowL == "Above" and MAs1 == "EMA" and TLma == "VWMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<ema(close,SMAlenL) and close>vwma(close,TrendLength))
    strategy.close("LONG", when = close>ema(close,SMAlenL))
    
if LongShort =="Long Only" and  AboveBelowL == "Below" and MAs1 == "EMA" and TLma == "VWMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<ema(close,SMAlenL) and  close<vwma(close,TrendLength))
    strategy.close("LONG", when = close>ema(close,SMAlenL))

if LongShort =="Long Only" and  AboveBelowL == "Don't Include" and MAs1 == "EMA" and TLma == "VWMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<ema(close,SMAlenL) )
    strategy.close("LONG", when = close>ema(close,SMAlenL))
    
///////
    
if LongShort =="Short Only" and  AboveBelowS == "Above" and MAs2 == "EMA" and TLma == "VWMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>ema(close,SMAlenS) and close>vwma(close,TrendLength))
    strategy.close("SHORT", when = close<ema(close,SMAlenS))
    
if LongShort =="Short Only" and  AboveBelowS == "Below" and MAs2 == "EMA" and TLma == "VWMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>ema(close,SMAlenS) and close<vwma(close,TrendLength))
    strategy.close("SHORT",  when = close<ema(close,SMAlenS))

if LongShort =="Short Only" and  AboveBelowS == "Don't Include" and MAs2 == "EMA" and TLma == "VWMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>ema(close,SMAlenS) )
    strategy.close("SHORT",  when = close<ema(close,SMAlenS))

///////
    
if LongShort =="Both" and AboveBelowL == "Above" and MAs1 == "EMA" and TLma == "VWMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<ema(close,SMAlenL) and close>vwma(close,TrendLength))
    strategy.close("LONG", when = close>ema(close,SMAlenL))
    
if LongShort =="Both" and  AboveBelowL == "Below" and MAs1 == "EMA" and TLma == "VWMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<ema(close,SMAlenL) and  close<vwma(close,TrendLength))
    strategy.close("LONG", when = close>ema(close,SMAlenL))

if LongShort =="Both" and  AboveBelowL == "Don't Include" and MAs1 == "EMA" and TLma == "VWMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<ema(close,SMAlenL) )
    strategy.close("LONG", when = close>ema(close,SMAlenL))
    
    
if LongShort =="Both" and  AboveBelowS == "Above" and MAs2 == "EMA" and TLma == "VWMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>ema(close,SMAlenS) and close>vwma(close,TrendLength))
    strategy.close("SHORT", when = close<ema(close,SMAlenS))
    
if LongShort =="Both" and  AboveBelowS == "Below" and MAs2 == "EMA" and TLma == "VWMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>ema(close,SMAlenS) and close<vwma(close,TrendLength))
    strategy.close("SHORT",  when = close<ema(close,SMAlenS))

if LongShort =="Both" and  AboveBelowS == "Don't Include" and MAs2 == "EMA" and TLma == "VWMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>ema(close,SMAlenS) )
    strategy.close("SHORT",  when = close<ema(close,SMAlenS)) 



///////
/////// VWMA
///////

if LongShort =="Long Only" and AboveBelowL == "Above" and MAs1 == "VWMA" and TLma == "VWMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<vwma(close,SMAlenL) and close>vwma(close,TrendLength))
    strategy.close("LONG", when = close>vwma(close,SMAlenL))
    
if LongShort =="Long Only" and  AboveBelowL == "Below" and MAs1 == "VWMA" and TLma == "VWMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<vwma(close,SMAlenL) and  close<vwma(close,TrendLength))
    strategy.close("LONG", when = close>vwma(close,SMAlenL))

if LongShort =="Long Only" and  AboveBelowL == "Don't Include" and MAs1 == "VWMA" and TLma == "VWMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<vwma(close,SMAlenL) )
    strategy.close("LONG", when = close>vwma(close,SMAlenL))
    
///////
    
if LongShort =="Short Only" and  AboveBelowS == "Above" and MAs2 == "VWMA" and TLma == "VWMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>vwma(close,SMAlenS) and close>vwma(close,TrendLength))
    strategy.close("SHORT", when = close<vwma(close,SMAlenS))
    
if LongShort =="Short Only" and  AboveBelowS == "Below" and MAs2 == "VWMA" and TLma == "VWMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>vwma(close,SMAlenS) and close<vwma(close,TrendLength))
    strategy.close("SHORT",  when = close<vwma(close,SMAlenS))

if LongShort =="Short Only" and  AboveBelowS == "Don't Include" and MAs2 == "VWMA" and TLma == "VWMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>vwma(close,SMAlenS) )
    strategy.close("SHORT",  when = close<vwma(close,SMAlenS))

///////
    
if LongShort =="Both" and AboveBelowL == "Above" and MAs1 == "VWMA" and TLma == "VWMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<vwma(close,SMAlenL) and close>vwma(close,TrendLength))
    strategy.close("LONG", when = close>vwma(close,SMAlenL))
    
if LongShort =="Both" and  AboveBelowL == "Below" and MAs1 == "VWMA" and TLma == "VWMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<vwma(close,SMAlenL) and  close<vwma(close,TrendLength))
    strategy.close("LONG", when = close>vwma(close,SMAlenL))

if LongShort =="Both" and  AboveBelowL == "Don't Include" and MAs1 == "VWMA" and TLma == "VWMA"
    strategy.entry("LONG", true, when = buysetup and barssince(priceflip1!=PriceFlipL) and close<vwma(close,SMAlenL) )
    strategy.close("LONG", when = close>vwma(close,SMAlenL))
    
    
if LongShort =="Both" and  AboveBelowS == "Above" and MAs2 == "VWMA" and TLma == "VWMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>vwma(close,SMAlenS) and close>vwma(close,TrendLength))
    strategy.close("SHORT", when = close<vwma(close,SMAlenS))
    
if LongShort =="Both" and  AboveBelowS == "Below" and MAs2 == "VWMA" and TLma == "VWMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>vwma(close,SMAlenS) and close<vwma(close,TrendLength))
    strategy.close("SHORT",  when = close<vwma(close,SMAlenS))

if LongShort =="Both" and  AboveBelowS == "Don't Include" and MAs2 == "VWMA" and TLma == "VWMA"
    strategy.entry("SHORT", false, when = sellsetup and barssince(priceflip!=PriceFlipS) and close>vwma(close,SMAlenS) )
    strategy.close("SHORT",  when = close<vwma(close,SMAlenS)) 

    
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