using cAlgo.API;

using cAlgo.API.Indicators;

using cAlgo.API.Internals;

using System;

namespace cAlgo.Indicators

{

[Indicator(TimeZone = TimeZones.UTC, AccessRights = AccessRights.None)]

public class DojiStrategyIndicator : Indicator

{

[Parameter("Doji size", DefaultValue = 0.05, MinValue = 0.01, Step = 0.01)]

public double DojiSize { get; set; }

[Parameter("Long Candle Ratio", DefaultValue = 0.7, MaxValue = 1, Step = 0.1)]

public double LongCandleRatio { get; set; }

[Parameter("Use Volume Filter?", DefaultValue = false)]

public bool UseVolumeFilter { get; set; }

[Parameter("Volume Moving Average Period", DefaultValue = 24)]

public int VolumeMA { get; set; }

[Parameter("RSI Period", DefaultValue = 14)]

public int RSIPeriod { get; set; }

[Parameter("Wick-to-Body Ratio", DefaultValue = 2.5, MinValue = 1.0, Step = 0.1)]

public double WickToBodyRatio { get; set; }

private MovingAverage volumeMA;

private RelativeStrengthIndex rsi;

[Output("Doji Signal", Color = Colors.Orange, PlotType = PlotType.Points, Thickness = 2)]

public IndicatorDataSeries DojiSignal { get; set; }

protected override void Initialize()

{

if (UseVolumeFilter)

volumeMA = Indicators.MovingAverage(MarketSeries.TickVolume, VolumeMA, MovingAverageType.Simple);

rsi = Indicators.RelativeStrengthIndex(MarketSeries.Close, RSIPeriod);

}

public override void Calculate(int index)

{

double body = MarketSeries.Close[index] - MarketSeries.Open[index];

double range = MarketSeries.High[index] - MarketSeries.Low[index];

double abody = Math.Abs(body);

double ratio = abody / range;

bool isDoji = abody <= range * DojiSize;

bool goStar = isDoji && (!UseVolumeFilter || MarketSeries.TickVolume[index] > volumeMA.Result[index]);

if (goStar && IsHigherTimeFrame(out int timeFrameNumber, out string label))

{

DojiSignal[index] = MarketSeries.Close[index]; // 在图表上标记十字星

Chart.DrawIcon("Doji" + TimeFrame.ToString() + index, ChartIconType.Diamond, index, MarketSeries.Close[index], Color.Orange);

// 用实线突出显示十字星蜡烛的高点和低点，延伸至接下来的3根蜡烛

HighlightDojiHighLow(index, timeFrameNumber, label);

}

// SMT背离检测现在应用于所有时间框架

DetectSMTDivergence(index);

}

private bool IsHigherTimeFrame(out int timeFrameNumber, out string label)

{

timeFrameNumber = 0;

label = string.Empty;

if (TimeFrame == TimeFrame.Minute15)

{

timeFrameNumber = 15;

label = "0.25";

return true;

}

else if (TimeFrame == TimeFrame.Minute30)

{

timeFrameNumber = 30;

label = "0.5";

return true;

}

else if (TimeFrame == TimeFrame.Minute45)

{

timeFrameNumber = 45;

label = "0.75";

return true;

}

else if (TimeFrame == TimeFrame.Hour)

{

timeFrameNumber = 1;

label = "1";

return true;

}

else if (TimeFrame == TimeFrame.Hour2)

{

timeFrameNumber = 2;

label = "48";

return true;

}

else if (TimeFrame == TimeFrame.Hour4)

{

timeFrameNumber = 4;

label = "4";

return true;

}

else if (TimeFrame == TimeFrame.Daily)

{

timeFrameNumber = 24;

label = "24";

return true;

}

else if (TimeFrame == TimeFrame.Weekly)

{

timeFrameNumber = 168;

label = "W";

return true;

}

else if (TimeFrame == TimeFrame.Monthly)

{

timeFrameNumber = 720;

label = "M";

return true;

}

return false;

}

private void HighlightDojiHighLow(int dojiIndex, int timeFrameNumber, string label)

{

double dojiHigh = MarketSeries.High[dojiIndex];

double dojiLow = MarketSeries.Low[dojiIndex];

// 在十字星蜡烛的高点和低点绘制实线水平线，延伸至接下来的3根蜡烛

Chart.DrawTrendLine("DojiHighLine" + TimeFrame.ToString() + dojiIndex, dojiIndex, dojiHigh, dojiIndex + 3, dojiHigh, Color.Blue, 2, LineStyle.Solid).IsInteractive = true;

Chart.DrawTrendLine("DojiLowLine" + TimeFrame.ToString() + dojiIndex, dojiIndex, dojiLow, dojiIndex + 3, dojiLow, Color.Red, 2, LineStyle.Solid).IsInteractive = true;

// 在蓝线旁边添加时间框架编号或标签文本

Chart.DrawText("TimeFrameHigh" + TimeFrame.ToString() + dojiIndex, label, dojiIndex + 3, dojiHigh, Color.Green).IsInteractive = true;

}

private void DetectSMTDivergence(int index)

{

// 检查当前高点或低点是否与RSI形成背离

double currentHigh = MarketSeries.High[index];

double currentLow = MarketSeries.Low[index];

double prevHigh = MarketSeries.High[index - 1];

double prevLow = MarketSeries.Low[index - 1];

double currentRSI = rsi.Result[index];

double prevRSI = rsi.Result[index - 1];

bool isWickDivergence = IsWickDivergence(index, currentHigh, currentLow, prevHigh, prevLow);

if (isWickDivergence)

{

// 看跌背离：价格创出更高高点，RSI创出更低高点

if (currentHigh > prevHigh && currentRSI < prevRSI)

{

// 在图表上用该时间框架的唯一标识符标记背离

Chart.DrawIcon("BearishDivergence" + TimeFrame.ToString() + index, ChartIconType.DownArrow, index, currentHigh, Color.Red);

}

// 看涨背离：价格创出更低低点，RSI创出更高低点

if (currentLow < prevLow && currentRSI > prevRSI)

{

// 在图表上用该时间框架的唯一标识符标记背离

Chart.DrawIcon("BullishDivergence" + TimeFrame.ToString() + index, ChartIconType.UpArrow, index, currentLow, Color.Green);

}

}

}

private bool IsWickDivergence(int index, double currentHigh, double currentLow, double prevHigh, double prevLow)

{

double currentBody = Math.Abs(MarketSeries.Close[index] - MarketSeries.Open[index]);

double currentRange = currentHigh - currentLow;

double prevBody = Math.Abs(MarketSeries.Close[index - 1] - MarketSeries.Open[index - 1]);

double prevRange = prevHigh - prevLow;

// 判断当前蜡烛是否具有小实体和长影线

bool currentHasLongWicks = (currentHigh - MarketSeries.Close[index]) > currentBody * WickToBodyRatio &&

(MarketSeries.Open[index] - currentLow) > currentBody * WickToBodyRatio;

// 判断前一个蜡烛是否具有小实体和长影线

bool prevHasLongWicks = (prevHigh - MarketSeries.Close[index - 1]) > prevBody * WickToBodyRatio &&

(MarketSeries.Open[index - 1] - prevLow) > prevBody * WickToBodyRatio;

return currentHasLongWicks || prevHasLongWicks;

}

}

}