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//+------------------------------------------------------------------+
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//| FisherTransform_Calculator.mqh|
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//| Calculation engine for Standard and Heikin Ashi Fisher Transform.|
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//| Copyright 2025, xxxxxxxx |
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//+------------------------------------------------------------------+
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#property copyright "Copyright 2025, xxxxxxxx"
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#include <MyIncludes\HeikinAshi_Tools.mqh>
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//+==================================================================+
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//| |
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//| CLASS 1: CFisherTransformCalculator (Base Class) |
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//| |
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//+==================================================================+
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class CFisherTransformCalculator
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{
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protected:
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int m_length;
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double m_hl2_price[];
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double Highest(int period, int current_pos);
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double Lowest(int period, int current_pos);
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virtual bool PreparePriceSeries(int rates_total, const double &open[], const double &high[], const double &low[], const double &close[]);
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public:
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CFisherTransformCalculator(void) {};
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virtual ~CFisherTransformCalculator(void) {};
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bool Init(int length);
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void Calculate(int rates_total, const double &open[], const double &high[], const double &low[], const double &close[], double &fisher_buffer[], double &trigger_buffer[]);
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};
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//+------------------------------------------------------------------+
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//| CFisherTransformCalculator: Initialization |
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//+------------------------------------------------------------------+
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bool CFisherTransformCalculator::Init(int length)
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{
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m_length = (length < 1) ? 1 : length;
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return true;
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}
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//+------------------------------------------------------------------+
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//| CFisherTransformCalculator: Main Calculation Method |
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//+------------------------------------------------------------------+
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void CFisherTransformCalculator::Calculate(int rates_total, const double &open[], const double &high[], const double &low[], const double &close[], double &fisher_buffer[], double &trigger_buffer[])
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{
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if(rates_total <= m_length)
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return;
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if(!PreparePriceSeries(rates_total, open, high, low, close))
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return;
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double value_buffer[];
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ArrayResize(value_buffer, rates_total);
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for(int i = 1; i < rates_total; i++)
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{
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if(i < m_length)
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continue;
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double high_ = Highest(m_length, i);
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double low_ = Lowest(m_length, i);
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double range = high_ - low_;
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if(range < _Point)
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range = _Point;
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double price_pos = (m_hl2_price[i] - low_) / range - 0.5;
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value_buffer[i] = 0.33 * 2 * price_pos + 0.67 * value_buffer[i-1];
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if(value_buffer[i] > 0.999)
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value_buffer[i] = 0.999;
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if(value_buffer[i] < -0.999)
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value_buffer[i] = -0.999;
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double log_val = 0.5 * MathLog((1 + value_buffer[i]) / (1 - value_buffer[i]));
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if(i == m_length)
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fisher_buffer[i] = log_val;
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else
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fisher_buffer[i] = log_val + 0.5 * fisher_buffer[i-1];
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trigger_buffer[i] = fisher_buffer[i-1];
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}
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}
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//+------------------------------------------------------------------+
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//| CFisherTransformCalculator: Prepares the standard source price. |
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//+------------------------------------------------------------------+
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bool CFisherTransformCalculator::PreparePriceSeries(int rates_total, const double &open[], const double &high[], const double &low[], const double &close[])
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{
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ArrayResize(m_hl2_price, rates_total);
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for(int i=0; i<rates_total; i++)
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{
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m_hl2_price[i] = (high[i] + low[i]) / 2.0;
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}
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return true;
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}
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//+------------------------------------------------------------------+
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//| Finds the highest value in the internal price buffer. |
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//+------------------------------------------------------------------+
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double CFisherTransformCalculator::Highest(int period, int current_pos)
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{
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double res = m_hl2_price[current_pos];
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for(int i = 1; i < period; i++)
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{
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int index = current_pos - i;
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if(index < 0)
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break;
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if(res < m_hl2_price[index])
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res = m_hl2_price[index];
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}
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return(res);
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}
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//+------------------------------------------------------------------+
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//| Finds the lowest value in the internal price buffer. |
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//+------------------------------------------------------------------+
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double CFisherTransformCalculator::Lowest(int period, int current_pos)
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{
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double res = m_hl2_price[current_pos];
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for(int i = 1; i < period; i++)
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{
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int index = current_pos - i;
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if(index < 0)
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break;
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if(res > m_hl2_price[index])
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res = m_hl2_price[index];
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}
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return(res);
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}
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//+==================================================================+
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//| |
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//| CLASS 2: CFisherTransformCalculator_HA (Heikin Ashi) |
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//| |
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//+==================================================================+
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class CFisherTransformCalculator_HA : public CFisherTransformCalculator
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{
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private:
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CHeikinAshi_Calculator m_ha_calculator;
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protected:
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virtual bool PreparePriceSeries(int rates_total, const double &open[], const double &high[], const double &low[], const double &close[]) override;
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};
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//+------------------------------------------------------------------+
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//| CFisherTransformCalculator_HA: Prepares the HA source price. |
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//+------------------------------------------------------------------+
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bool CFisherTransformCalculator_HA::PreparePriceSeries(int rates_total, const double &open[], const double &high[], const double &low[], const double &close[])
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{
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double ha_open[], ha_high[], ha_low[], ha_close[];
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ArrayResize(ha_open, rates_total);
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ArrayResize(ha_high, rates_total);
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ArrayResize(ha_low, rates_total);
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ArrayResize(ha_close, rates_total);
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m_ha_calculator.Calculate(rates_total, open, high, low, close, ha_open, ha_high, ha_low, ha_close);
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ArrayResize(m_hl2_price, rates_total);
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for(int i=0; i<rates_total; i++)
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{
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m_hl2_price[i] = (ha_high[i] + ha_low[i]) / 2.0;
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}
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return true;
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}
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//+------------------------------------------------------------------+
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//+------------------------------------------------------------------+
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