양방향 추세 추종 이동 평균 교차 전략


생성 날짜: 2023-11-23 15:26:25 마지막으로 수정됨: 2023-11-23 15:26:25
복사: 0 클릭수: 604
avatar of ChaoZhang ChaoZhang
1
집중하다
1617
수행원

양방향 추세 추종 이동 평균 교차 전략

개요

이 전략은 양방향 평평한 이동 평균을 계산하여 트렌드 지표와 결합하여 가격 트렌드를 자동으로 추적할 수 있는 교차 거래 전략을 구현합니다. 이 전략은 장기적인 트렌드를 추적하여 강력한 트렌드에서 더 큰 수익을 얻으려는 것입니다.

전략 원칙

  1. 가격의 양방향 평평한 이동 평균을 계산하고, 오픈 가격 평균과 클로징 가격 평균을 포함한다.
  2. 관련 계수와 ATR 지표를 사용하여 가격 경향 지표를 계산한다.
  3. 가격 트렌드 지표와 쌍방향 이동 평균을 조합하여 통합 트렌드 판단을 얻습니다.
  4. 오픈 가격 평균과 클로징 가격 평균이 금포크가 발생했을 때 더 많이 하고; 데드 포크가 발생했을 때 평점.
  5. 동시 동향 지표와 결합하여 동시 동시 동시 동시 지표가 더 많이 할 때만 더 많이 할 수 있고 동시 동시 동시 동시 지표가 공백할 때만 공백할 수 있다.

전략적 이점

  1. 양방향 이동 평균은 가격 추세를 더 부드럽고 안정적으로 추적한다.
  2. 트렌드 지표와 함께 트렌드 방향을 더 잘 판단하여 잘못된 거래를 피할 수 있습니다.
  3. 금색 포크와 사형 포크를 사용하여 특정 거래 시점을 결정하는 것이 더 명확합니다.
  4. 더 많은 시장 환경에 적응하기 위해 파라미터를 통해 선택의 자유가 조정될 수 있다.
  5. 여러 지표가 서로 검증되어 잘못된 신호를 줄일 수 있습니다.

전략적 위험

  1. 트렌드 전환점에서의 반전을 놓치는 위험은 이동 평균 주기를 조정함으로써 줄일 수 있다.
  2. 양방향 이동 평균은 그 자체로 지연성이 높고, 트렌드 지표와 상호 검증해야 한다.
  3. 이동 평균의 잘못된 주기는 거래의 빈도가 너무 높거나 거래의 좋은 시기를 놓치게 할 수 있습니다.
  4. 다른 주기 및 시장 환경에 적응하기 위해 최적화 매개 변수를 반복적으로 테스트해야 합니다.

전략 최적화 방향

  1. 더 많은 종류의 이동 평균을 테스트하십시오.
  2. 다른 종류의 트렌드 지표를 시도해보세요.
  3. 이동 평균 및 트렌드 지표의 최적화 파라미터를
  4. 다른 지표와 결합해 보세요. 예를 들어 변동률 지표죠.
  5. 더 많은 손실을 막는 전략

요약하다

이 전략은 여러 차원에서 가격 흐름을 예측하고, 변수 최적화 후 긴 선의 흐름을 안정적으로 추적할 수 있다. 그러나 과도한 최적화 및 측정 피팅을 방지하는 데 주의가 필요하다. 전체적으로 이 전략은 낮은 위험으로 긴 선의 흐름을 추적하는 것을 가능하게 하고, 추가 연구와 응용에 가치가 있다.

전략 소스 코드
/*backtest
start: 2022-11-22 00:00:00
end: 2023-11-22 00:00:00
period: 1d
basePeriod: 1h
exchanges: [{"eid":"Futures_Binance","currency":"BTC_USDT"}]
*/

//@version=4
//Author Josef Tainsh PhD 6Sept2020


//USE STUDY FOR ALERTS WITH AUTO TRADING BOT
//study(title = "Open Close Crossover for BOT Alerts", shorttitle = "OCC for BOT Alerts",overlay = true)
//USE STRATEGY TO FIT THE MOVING AVERAGE AND THE TREND FITS BY MINIMISING LOSS (OR MAXIMISING PROFITS)
//NOT THAT STRATEGIES RARELY SHOW A PROFIT ALSO THE STRATEGIES USE THE CROSS OVER ON THE MOVING AVERAGE TO ENTER A POSITION
strategy(title = "OCC Trend Combo 1 day BTC Moonflag", overlay = true, initial_capital=1000, commission_type=strategy.commission.percent, commission_value=0.2, default_qty_type = strategy.percent_of_equity, default_qty_value=100, pyramiding=0, calc_on_order_fills=false)
//CalcOnTick = true
//calc_on_every_tick = false

// Function for coders who want to offer their users a repainting/no-repainting version of the HTF data.
// It has the advantage of using only one `security()` call for both.
f_security(_symbol, _res, _src, _repaint) => security(_symbol, _res, _src[_repaint ? 0 : barstate.isrealtime ? 1 : 0])[_repaint ? 0 : barstate.isrealtime ? 0 : 1]


/////////////////////////////////////////////////////////////////////////////
// === BASE FUNCTIONS ===
/////////////////////////////////////////////////////////////////////////////
//This function returns true if execution is at the start of a new bar (so the last bar is previous close where alerts are determined)
is_newBar(stratRes) =>
    t = time(stratRes)
    not na(t) and (na(t[1]) or t > t[1])
///////////////////////////////////////////////////////////////////////////////////////////////////
// Returns MA input selection variant, default to SMA if blank or typo.
variant(type, src, len, offSig, offALMA) =>
    v1 = sma(src, len)                                                  // Simple
    v2 = ema(src, len)                                                  // Exponential
    v3 = 2 * v2 - ema(v2, len)                                          // Double Exponential
    v4 = 3 * (v2 - ema(v2, len)) + ema(ema(v2, len), len)               // Triple Exponential
    v5 = wma(src, len)                                                  // Weighted
    v6 = vwma(src, len)                                                 // Volume Weighted
    v7 = na(v5[1]) ? sma(src, len) : (v5[1] * (len - 1) + src) / len    // Smoothed
    v8 = wma(2 * wma(src, len / 2) - wma(src, len), round(sqrt(len)))   // Hull
    v9 = linreg(src, len, offSig)                                       // Least Squares
    v10 = alma(src, len, offALMA, offSig)                               // Arnaud Legoux
    type=="EMA"?v2 : type=="DEMA"?v3 : type=="TEMA"?v4 : type=="WMA"?v5 : type=="VWMA"?v6 : type=="SMMA"?v7 : type=="HullMA"?v8 : type=="LSMA"?v9 : type=="ALMA"?v10 : v1
/////////////////////////////////////////////////////////////////////////////////////////////////////
//////////////////////////////////////
//SAMPLE SETTINGS FOR THE TREND INDICATOR FUNCTION
//1MIN   31, 0.2 (+-12%)
//timeResForTrend_1min = 1, [bLongs_1min, oscLongs_1min] = functionTrend(timeResForTrend_1min,31, 0.2)
//plot(bLongs1_1min,"Trend Indicator", color=oscLongs_1min == 1 ? color.blue :#e65100,linewidth=3,transp=0)
//OTHER  20, 0.2  5min(LONG -5%, SHORT -4%), 10min(LONG -17%, SHORT -6%), 60min(long +16%, SHORT )
//timeResForTrend_Not1min = XXXX, [bLongs_Not1Min, oscLongs_Not1Min] = functionTrend(timeResForTrend_Not1min,20, 0.2)
//plot(bLongs5_Not1Min,"Trend Indicator", color=oscLongs_Not1Min == 1 ? color.blue :#e65100,linewidth=3,transp=0)
/////////////////////////////////////////////
functionTrend(trendRes_Function,length_Function,sc_Function)=>
    b_Function =0.
    ls_Function = 0.
    src_Function = sc_Function*security(syminfo.tickerid, trendRes_Function, close)+(1-sc_Function)*nz(ls_Function[1],security(syminfo.tickerid, trendRes_Function, close))
    if (is_newBar(trendRes_Function)==false)
        src_Function := src_Function[1]
    er_Function = 1 - abs(change(src_Function,length_Function))/sum(abs(change(src_Function)),length_Function)
    n_Function = cum(1)-1
    a_Function = cum(abs(src_Function - nz(b_Function[1],src_Function)))/n_Function*(1+er_Function)
    b_Function := src_Function > nz(b_Function[1],src_Function) + a_Function ? src_Function : src_Function < nz(b_Function[1],src_Function) - a_Function ? src_Function : nz(b_Function[1],src_Function)
    alpha_Function = fixnan(correlation(src_Function,b_Function,length_Function) * (stdev(src_Function,length_Function)/stdev(b_Function,length_Function)))
    beta_Function = sma(src_Function,length_Function) - alpha_Function*sma(b_Function,length_Function)
    ls_Function := alpha_Function*b_Function+beta_Function
    osc_Function = 0
    osc_Function := b_Function > b_Function[1] ? 1 : b_Function < b_Function[1] ? 0 : osc_Function[1] 
    if (is_newBar(trendRes_Function)==false)
        er_Function := er_Function[1]
        n_Function := n_Function[1]
        a_Function := a_Function[1]
        b_Function := b_Function[1]
        alpha_Function := alpha_Function[1]
        beta_Function := beta_Function[1]
        ls_Function := ls_Function[1]
        osc_Function := osc_Function[1]
    [b_Function, osc_Function]
/////////////////////////////////////////////////////////////////
pine_atr(length,stratRes_atr) =>
    trueRange = max(max(security(syminfo.tickerid, stratRes_atr, high) - security(syminfo.tickerid, stratRes_atr, low), abs(security(syminfo.tickerid, stratRes_atr, high) - security(syminfo.tickerid, stratRes_atr, close[1]))), abs(security(syminfo.tickerid, stratRes_atr, low) - security(syminfo.tickerid, stratRes_atr, close[1]))) 
    sum = 0.0
    sum := (trueRange + (length - 1) * nz(sum[1])) / length
    sum  
//////////////////////////////////////////////////////////////////////////////////////////////


//STOP LOSS AND TAKE PROFIT
//ALSO NEEDS TO BE ACTIVATED IN THE STRATEGY
//long_tp_inp = input(1000, title='Long Take Profit %', step=0.1)/100/// Long Take Profit
//long_sl_inp = input(5, title='Long Stop Loss %', step=0.1)/100/// Long Stop Loss 
//short_tp_inp = input(75, title='Short Take Profit %', step=0.1)/100/// Short Take Profit
//short_sl_inp = input(5, title='Short Stop Loss %', step=0.1)/100/// Short Stop Loss 
//long_take_level = strategy.position_avg_price * (1 + long_tp_inp)
//long_stop_level = strategy.position_avg_price * (1 - long_sl_inp)
//short_take_level = strategy.position_avg_price * (1 - short_tp_inp)
//short_stop_level = strategy.position_avg_price * (1 + short_sl_inp)
//plot(long_take_level, color=color.green)
//plot(long_stop_level, color=color.red)
//plot(short_take_level, color=color.green)
//plot(short_stop_level, color=color.red)
//////////////////////////////////////////


//oneMinChartTrend = input(title="One Min Chart, TrendRes[ATR(15), Corr(18)]",defval=false)
//fourHourChartTrendLongsOnly = input(title="Four Hour Chart, Longs, Choppy TrendRes[ATR(5), Corr{60)]",defval=false)
//oneHourChartTrendShortsOnly = input(title="One Hour Chart Trend, Shorts, TrendRes[ATR(15), Corr(10)]",defval=false)
//oneMDayChartTrend = input(title="One Day Chart Longs best, Shorts poor,  TrendRes[ATR(25), Corr(60)]",defval=false)

trendRes_ATR   = input(title="ATR Trend Resolution: (mins)", defval="60", options=["1","2","3","5", "7", "9", "10", "11", "12", "15", "20", "25", "30", "45", "60", "90", "120", "180", "240", "1D", "3D"], type = input.resolution)
Length = input(title="ATR Trend Length",defval=15, minval=1)
Multiplier = input(title="ATR Trend Multiplier",defval=6, minval=1)  //avgTR      = wma(atr(1), Length)

trendRes   = input(title="Correlation Trend Resolution: (mins)", defval="120", options=["1","2","3","5", "7", "9", "10", "11", "12", "15", "20", "25", "30", "45", "60", "90", "120", "180", "240", "1D", "3D"], type = input.resolution)
lengthTrend = input(24, "Correlation Trend Length (eg 28 for 1 hour)")
scTrend = input(.2, "Correlation Trend Tuner (0 to 1)", step=0.1)
trendCombination = input(.2, "Trend Combination Tuner (0 to 1): 0=all ATR, 1 = all Corr", step=0.1)




//with sl
//1day longs only (works also with shorts)
//20,10,20,10  ___   25,15,6,60, 24, 0.2, 0.4


//1min chart, long and short -70% but visible trend
//1.5, 1.5, 1.5, 1.5____15,7,2,10,12,0.5,0.4
//if (oneMinChartTrend)
//    trendRes_ATR     := "15"
//    trendRes         := "10"
//    Length           := 7
//    Multiplier       := 2
//    lengthTrend      := 12
//    scTrend          := 0.5
//    trendCombination := 0.4

//choppy region with chart on 4hour
//with sl long only - shorts at -2% could not get a positive result with shorts, only when ma crosses through after a run up
//longs on 4h 8%
//2.7, 2, 2,1,___5,15,6,60,21,0.2, 0.4
//if (fourHourChartTrendLongsOnly)
//    trendRes_ATR     := "5" 
//    trendRes         := "60"
//    Length           := 15
//    Multiplier       := 6
//    lengthTrend      := 21
//    scTrend          := 0.2
//    trendCombination := 0.4

//shorts on 1h -30% but only shorts to catch are when the MA after a long run with lots of green turns red when pops out of back of price action with a long drop
//in this case use the trend indicator to stop the run after a long while
//not sure about sl and tp but
//3.7,2, 3.7,2, _15,11,5,10,17,0.8, 0.3
//if (oneHourChartTrendShortsOnly)
//    trendRes_ATR     := "15"
//    trendRes         := "10"
//    Length           := 11
//    Multiplier       := 5
//    lengthTrend      := 17
//    scTrend          := 0.8
//    trendCombination := 0.3

//1day longs only 
//20,10,20,10 _25,15,6,60, 24, 0.2, 0.4
//if (oneMDayChartTrend)
//    trendRes_ATR     := "25" 
//    trendRes         := "60"
//    Length           := 15
//    Multiplier       := 6
//    lengthTrend      := 24
//    scTrend          := 0.2
//    trendCombination := 0.4
//This shows 111% since start of 2020, and 323% since the start of 2020


//1day longs only
//100,3,?,? _25,15,6,60, 24, 0.2, 0.5 (longs only) (300% back to 2019)
//?,?,60,0.3 _25,15,6,60, 24, 0.2, 0.5 (shorts only) (50% back to 2019)
//A take profit with the shorts worked, but the long had >100% in some runs
//The stop loss on the long did not really have any effect however, with the shorts a stop loss of 0.3% heloed
//However, the algo on the chart was the daily close and not sure if this works in the same way when calculating all the time on new ticks
//if (oneMDayChartTrend)
//    trendRes_ATR     := "25" 
//    trendRes         := "60"
//    Length           := 15
//    Multiplier       := 6
//    lengthTrend      := 24
//    scTrend          := 0.2
//    trendCombination := 0.4
//This shows 37% since the start of 2019, a few big wins with lots of small losses, much more trades than just with longs (46 compared to 2)









//[retA, posA] = trendATR(trendRes_ATR)
//plot(retA, color= color.blue , title="Second Trend Identifier")
//plot(retA, color= color.white , title="ATR Trend")

////////////////////////////////////////////////////////////////////////////////////////////
//THE TREND TRADER OVERLAY WHICH COLOURS THE BARS
avgTR      = wma(pine_atr(1, trendRes_ATR), Length)
highestC   = highest(Length)
lowestC    = lowest(Length)
hiLimit = highestC[1]-(avgTR[1] * Multiplier)
loLimit = lowestC[1]+(avgTR[1] * Multiplier)
closeA =security(syminfo.tickerid, trendRes_ATR, close)
ret=0.
ret := iff(closeA > hiLimit and closeA > loLimit, hiLimit, iff(closeA < loLimit and closeA < hiLimit, loLimit, nz(ret[1], 0)))
pos=0.
pos := iff(closeA > ret, 1, iff(closeA < ret, -1, nz(pos[1], 0))) 
//barcolor(pos == -1 ? color.red: pos == 1 ? color.green : color.blue )
//plot(ret, color= color.white , title="ATR Trend")
////////////////////////////////////////////////////////////////////////////////////////////////////////


/////////////////////////////////////////////////////////////////////////////
// === END BASE FUNCTIONS ===
/////////////////////////////////////////////////////////////////////////////

/////////////////////////////////////////////////////////////////////////
//SET THE RESOLUTION AND INPUT CHARAGERISTICS FOR THE TREND INDICATOR
/////////////////////////////////////////////////////////////////////////
[bTrend, oscTrend] = functionTrend(trendRes,lengthTrend, scTrend)
cssTrend = oscTrend == 1 ? color.blue :#e65100
//plot(bTrend,"Trend Indicator", color=cssTrend[1],linewidth=3,transp=0)//bgcolor(oscLongs < 0 ? color.green : color.red, transp=82)
//plot(bLongs,"Trend Indicator", color=cssLongs,linewidth=3,transp=0)//bgcolor(oscLongs < 0 ? color.green : color.red, transp=82)
//alertcondition(change(oscTrend)>0,title="New Up Trend",message="New Up Trend")
//alertcondition(change(oscTrend)<0,title="New Down Trend",message="New Down Trend")
////////////////////////////////////////////////////////////////////////////////////////////////

/////////////////////////////////////////////////////////////////////////////////////////////
//TREND COMBINATION
///////////////////////////////////////////////////////////////////////////////////////////////
trendCombinationVal = (ret - bTrend) * trendCombination + bTrend//ret := iff(closeA > hiLimit and closeA > loLimit, hiLimit, iff(closeA < loLimit and closeA < hiLimit, loLimit, nz(ret[1], 0)))
posTrendCombination=0.
posTrendCombination := iff(closeA >= trendCombinationVal, 1, iff(closeA < trendCombinationVal, -1, nz(posTrendCombination[1], 0))) 
//barcolor(posTrendCombination[1] == -1 ? color.red: posTrendCombination[1] == 1 ? color.green : color.blue )
posTrendCombinationColor = posTrendCombination == 1 ? color.blue :#e65100
plot(trendCombinationVal, color= posTrendCombinationColor[2] ,linewidth=3 , title="Trend Combo")
barcolor(posTrendCombinationColor[1])
//////////////////////////////////////////////////////////////////////////////////////////////


// === INPUTS ===
//DEFAULT SETTINGS BELOW ARE FOR 15MIN CHART TIMEFRAME, FOR THE DAYILY TIMEFRAME ON CHART AND ALGO USE SMA 29PERIOD
//MA RESOLUTION IS SET TO PREDEFINED VALUES THERE ARE A LOT MISSING WHICH MIGHT BE VERY IMPORTANT CONSIDER HAVING AN INTEGER FOR THE MINUTES
stratRes    = input(defval = "1D", title = "Set MA Resolution ( note run alerts on 1min chart )", type = input.resolution)
basisType   = input(title="MA Type: ", defval="ALMA", options=["SMA", "EMA", "DEMA", "TEMA", "WMA", "VWMA", "SMMA", "HullMA", "LSMA", "ALMA"], type = input.string)
basisLen    = input(defval = 18, title = "MA Period", minval = 1)
offsetSigma = input(defval = 1, title = "Offset for LSMA / Sigma for ALMA (6 is large)", minval = 0)
offsetALMA  = input(defval = 0.88, title = "Alma Offset (between 0 and 1, 0.99 = resposive, 0.01 = smooth)", minval = 0, step = 0.01)
//ignoreSmallCrossOvers    = input(defval = 0, title = "Ignore Small Cross Over if $USD Less Than", minval = 0)
so = security(syminfo.tickerid, stratRes, open, lookahead=barmerge.lookahead_on)
sh = security(syminfo.tickerid, stratRes, high, lookahead=barmerge.lookahead_on)
sl1 = security(syminfo.tickerid, stratRes, low, lookahead=barmerge.lookahead_on)
sc = security(syminfo.tickerid, stratRes, close, lookahead=barmerge.lookahead_on)
br= so != so[1] and sc != sc[1] and sh != sh[1] and sl1 != sl1[1] 
col= so > sc ? color.red : color.green
a1=na(br) ? so : na
a2=na(br) ? sh : na
a3=na(br) ? sl1 : na
a4=na(br) ? sc : na
p1=plot(a1,"MTF Open", color.white, style = plot.style_linebr, transp = 100, editable = false)
p2=plot(a2,"MTF High", color.black, style=plot.style_linebr, transp = 100, editable = false)
p3=plot(a3,"MTF Low", color.black, style=plot.style_linebr, transp = 100, editable = false)
p4=plot(a4, "MTF Close", col, style=plot.style_linebr, transp = 100, editable = false)
fill(p1,p4,col, transp = 100, editable = false)
fill(p2,p3,color.silver, transp = 100, editable = false)
reso(exp, res) => security(syminfo.tickerid, res, exp, lookahead=barmerge.lookahead_on) 
closeSeries = reso(variant(basisType, close, basisLen, offsetSigma, offsetALMA), stratRes)
openSeries  = reso(variant(basisType, open, basisLen, offsetSigma, offsetALMA), stratRes) 


//6HOUR CHART 1 DAY TIMEFRAME BACK TO 2019
//SMA (19) , 360% 300%LONGS 60% SHORTS
//alma (38,,0.86) 560% (400% LONGS, 28%SHORTS)  20TRADES

//If there are any crossovers in a bar, how many are there
//Just one crossover might signify a change in trend for the given timeframe
//Lots of crossovers might signify a sidewards trend which this algo does not work well with
crossOverInBar = crossover(closeSeries, openSeries)
crossUnderInBar = crossunder(closeSeries, openSeries)
crossedOverOrUnderInBar = crossOverInBar or crossUnderInBar

trendState=false
trendState  := closeSeries > openSeries ? true : closeSeries < openSeries ? false : trendState[1]
//closePlot   = plot(closeSeries, title = "Close Line", color = #009900, linewidth = 2, style = plot.style_line, transp = 100, editable = false)
//openPlot    = plot(openSeries, title = "Open Line", color = #CC0000, linewidth = 2, style = plot.style_line, transp = 100, editable = false)
closePlot   = plot(closeSeries, title = "Close Line", color = #009900, linewidth = 2, style = plot.style_line)
openPlot    = plot(openSeries, title = "Open Line", color = #CC0000, linewidth = 2, style = plot.style_line)
closePlotU  = plot(trendState ? closeSeries : na, transp = 100, editable = false)
openPlotU   = plot(trendState ? openSeries : na, transp = 100, editable = false)
closePlotD  = plot(trendState ? na : closeSeries, transp = 100, editable = false)
openPlotD   = plot(trendState ? na : openSeries, transp = 100, editable = false)
fill(openPlotU, closePlotU, title = "MA Up Trend", color = #009900, transp = 0)
fill(openPlotD, closePlotD, title = "MA Down Trend", color = #CC0000, transp = 0)
// === /PLOTTING ===
coLor = closeSeries > openSeries ? color.green : color.red
hclose = plot(closeSeries, title="Close Series", color = coLor, linewidth = 1, transp = 100, editable = false)
hopen = plot(openSeries, title="Open Series", color = coLor, linewidth = 1, transp = 100, editable = false)

//longCond    = crossover(closeSeries, openSeries)
//shortCond   = crossunder(closeSeries, openSeries)


openLongCond = false
openShortCond = false
closeLongCond = false
closeShortCond = false

longCondLastBarClose = false
longCondLastBarClose := nz(longCondLastBarClose[1], false)
longCondThisBarClose = false
crossOver = false
if (is_newBar(stratRes))
    longCondThisBarClose := closeSeries[1] >= openSeries[1] //+ ignoreSmallCrossOvers
    if (longCondLastBarClose != longCondThisBarClose)
        crossOver := true
        longCondLastBarClose := longCondThisBarClose
longCondCrossOver = false
shortCondCrossOver = false
if (crossOver)
    longCondCrossOver := longCondThisBarClose
    shortCondCrossOver := not longCondThisBarClose
openLongCond := longCondCrossOver
openShortCond := shortCondCrossOver
closeLongCond := shortCondCrossOver
closeShortCond := longCondCrossOver

//ACTIVATE THIS TO STRATEGY TEST THE CORRELATION COMBINATION
//CORRELATION TREND
//longCondTrend=change(oscTrend)>0
//shortCondTrend=change(oscTrend)<0
//openLongCond := longCondTrend
//openShortCond := shortCondTrend
//closeLongCond := shortCondTrend
//closeShortCond := longCondTrend

////ACTIVATE THIS TO STRATEGY TEST THE ATR TREND
//longCondATRTrend = pos==1
//shortCondATRTrend = pos==-1
//openLongCond := longCondATRTrend
//openShortCond := shortCondATRTrend
//closeLongCond := shortCondATRTrend
//closeShortCond := longCondATRTrend

//ACTIVATE THIS TO STRATEGY TEST THE TREND COMBINATION
//TREND COMBINATION
//longCondTrendCombination = posTrendCombination==1
//shortCondTrendCombination = posTrendCombination==-1
//openLongCond := longCondTrendCombination
//openShortCond := shortCondTrendCombination
//closeLongCond := shortCondTrendCombination
//closeShortCond := longCondTrendCombination

//posTrendCombinationColor = posTrendCombination == 1 ? color.blue :#e65100


//Only get into a trade when both conditions are satisfied
//Get out of a trade when either conidition is satisfied




///////////////// LONG //////////////////
isEntry_Long = false
isEntry_Long := nz(isEntry_Long[1], false)
isExit_Long = false
isExit_Long := nz(isExit_Long[1], false)
entry_long = not isEntry_Long[1] and openLongCond
exit_long = not isExit_Long and closeLongCond
if (entry_long)
    isEntry_Long := true
    isExit_Long := false
if (exit_long)
    isEntry_Long := false
    isExit_Long := true
entry_long := entry_long 
exit_long := exit_long 
///////////// SHORT ///////////////////////////
isEntry_Short = false
isEntry_Short := nz(isEntry_Short[1], false)
isExit_Short = false
isExit_Short := nz(isExit_Short[1], false)
entry_short = not isEntry_Short[1] and openShortCond 
exit_short = not isExit_Short and closeShortCond 
if (entry_short)
    isEntry_Short := true
    isExit_Short := false
if (exit_short)
    isEntry_Short := false
    isExit_Short := true
entry_short := entry_short 
exit_short := exit_short 
//////////////////////////////////////////////////




//plotshape(series=entry_long, text="OpenLong", style=shape.triangleup, location=location.belowbar, color=color.white, size=size.small)
//plotshape(series=exit_long, text="ExitLong",style=shape.triangledown, location=location.belowbar, color=color.white, size=size.small)
//plotshape(series=entry_short, text="OpenShort", style=shape.triangledown, location=location.abovebar, color=color.white, size=size.small)
//plotshape(series=exit_short, text="ExitShort",style=shape.triangleup, location=location.abovebar, color=color.white, size=size.small)


//Alerts are for the study mode
alertcondition(entry_long, title="Enter Long")
alertcondition(entry_short, title="Enter Short")
alertcondition(exit_long, title="Exit Long")
alertcondition(exit_short, title="Exit Short")

/////////////////////////////////////////////////////////////
//TO TEST THE STRATEGY
///////////////////////////////////////////////////////////
/// PERIOD - This is for the strategy mode/// 
testStartYear = input(2019, "Backtest Start Year") 
testStartMonth = input(1, "Backtest Start Month") 
testStartDay = input(1, "Backtest Start Day") 
testPeriodStart = timestamp(testStartYear,testStartMonth,testStartDay,0,0) 
testStopYear = input(2020, "Backtest Stop Year") 
testStopMonth = input(12, "Backtest Stop Month") 
testStopDay = input(31, "Backtest Stop Day") 
testPeriodStop = timestamp(testStopYear,testStopMonth,testStopDay,0,0) 
testPeriod() =>  true

includeLongTrades=input(title="Include Long Trades", defval = true, type=input.bool)
includeShortTrades=input(title="Include Short Trades", defval = false, type=input.bool)
entry_long := entry_long and includeLongTrades
exit_long := exit_long and includeLongTrades
entry_short := entry_short and includeShortTrades
exit_short := exit_short and includeShortTrades
//if testPeriod() 
//    if (entry_long)
//        strategy.close("ENTRY_SHORT", comment="close short")
//        strategy.entry("ENTRY_LONG", strategy.long, oca_name="oca1",  comment="open long")
//    if (exit_long)
//        strategy.close("ENTRY_LONG", comment="close long")
//    if (entry_short)
//        strategy.close("ENTRY_LONG", comment="close long")
//        strategy.entry("ENTRY_SHORT", strategy.short, oca_name="oca1",  comment="open short")
//    if (exit_short)
//        strategy.close("ENTRY_SHORT", comment="close short")




if testPeriod() 
    if (entry_long)
        strategy.close("ENTRY_SHORT", comment="close short")
        strategy.entry("ENTRY_LONG", strategy.long, oca_name="oca1",  comment="open long")
    if (exit_long)
        strategy.close("ENTRY_LONG", comment="close long")
    if (entry_short)
        strategy.close("ENTRY_LONG", comment="close long")
        strategy.entry("ENTRY_SHORT", strategy.short, oca_name="oca1",  comment="open short")
    if (exit_short)
        strategy.close("ENTRY_SHORT", comment="close short")
//STOP LOSS AND TAKE PROFIT
//if (close  < long_stop_level or close  > long_take_level)
//    strategy.close("ENTRY_LONG", comment="close long SL/TP")
//if (close  > short_stop_level or close  < short_take_level)
//    strategy.close("ENTRY_SHORT", comment="close short SL/TP")


//closeNowA =0.
//closeNow = security(syminfo.tickerid, "1", close)
//closeNowA := closeNow
//if (is_newBar("1")==false)
//    closeNowA := closeNowA[1]
//plot (closeNowA)
////if (openLongCond)
//if (closeNowA  < long_stop_level or closeNowA  > long_take_level)
//    strategy.close("ENTRY_LONG", comment="close long SL/TP")
////if (openShortCond)
//if (closeNowA  > short_stop_level or closeNowA  < short_take_level)
//    strategy.close("ENTRY_SHORT", comment="close short SL/TP")




//if (strategy.position_avg_price)
//strategy.entry(id="Long", long=true, when=entry_long)
//strategy.exit("Take Profit/ Stop Loss","Long", stop=long_stop_level, limit=long_take_level)
//strategy.close(id="Long", when=exit_long, comment = "ExitLong TP/SL")
//strategy.entry(id="Short", short=true, when=entry_short)
//strategy.exit("Take Profit/ Stop Loss","Long", stop=short_stop_level, limit=short_take_level)
//strategy.close(id="Short", when=exit_short, comment = "ExitShort TP/SL")


//if testPeriod() 
//    if (entry_long)
//        strategy.close("ENTRY_SHORT", comment="[email protected]_EXIT-SHORT_BINANCE-FUTURES_BTC/[email protected]_3M")
//        strategy.entry("ENTRY_LONG", strategy.long, oca_name="oca1",  comment="[email protected]_ENTER-LONG_BINANCE-FUTURES_BTC/[email protected]_3M")
//    if (exit_long)
//        strategy.close("ENTRY_LONG", comment="[email protected]_EXIT-LONG_BINANCE-FUTURES_BTC/[email protected]_3M")
//    if (entry_short)
//        strategy.close("ENTRY_LONG", comment="[email protected]_EXIT-LONG_BINANCE-FUTURES_BTC/[email protected]_3M")
//        strategy.entry("ENTRY_SHORT", strategy.short, oca_name="oca1",  comment="[email protected]_ENTER-SHORT_BINANCE-FUTURES_BTC/[email protected]_3M")
//    if (exit_short)
//        strategy.close("ENTRY_SHORT", comment="[email protected]_EXIT-SHORT_BINANCE-FUTURES_BTC/[email protected]_3M")
//    if (close  < long_stop_level or close  > long_take_level)
//        strategy.close("ENTRY_LONG", comment="[email protected]_EXIT-LONG_BINANCE-FUTURES_BTC/[email protected]_3M")
//    if (close  > short_stop_level or close  < short_take_level)
//        strategy.close("ENTRY_SHORT", comment="[email protected]_EXIT-SHORT_BINANCE-FUTURES_BTC/[email protected]_3M")



//strategy.cancel(id="ENTRY_LONG")