//+------------------------------------------------------------------+ //| CCI_Calculator.mqh | //| VERSION 2.00: Optimized for incremental calculation. | //| Copyright 2025, xxxxxxxx | //+------------------------------------------------------------------+ #property copyright "Copyright 2025, xxxxxxxx" #include #include //+==================================================================+ //| CLASS 1: CCCI_Calculator (Base Class) | //+==================================================================+ class CCCI_Calculator { protected: int m_cci_period, m_bands_period; double m_bands_dev; //--- Engine for Signal Line CMovingAverageCalculator m_signal_engine; //--- Persistent Buffers double m_price[]; double m_sma_buffer[]; // Simple Moving Average of Price double m_mad_buffer[]; // Mean Absolute Deviation //--- Updated: Accepts start_index virtual bool PreparePriceSeries(int rates_total, int start_index, ENUM_APPLIED_PRICE price_type, const double &open[], const double &high[], const double &low[], const double &close[]); public: CCCI_Calculator(void) {}; virtual ~CCCI_Calculator(void) {}; //--- Init now takes ENUM_MA_TYPE bool Init(int cci_p, int ma_p, ENUM_MA_TYPE ma_m, int bands_p, double bands_dev); //--- Updated: Accepts prev_calculated void Calculate(int rates_total, int prev_calculated, ENUM_APPLIED_PRICE price_type, const double &open[], const double &high[], const double &low[], const double &close[], double &cci_out[], double &signal_out[], double &upper_out[], double &lower_out[]); }; //+------------------------------------------------------------------+ //| Init | //+------------------------------------------------------------------+ bool CCCI_Calculator::Init(int cci_p, int ma_p, ENUM_MA_TYPE ma_m, int bands_p, double bands_dev) { m_cci_period = (cci_p < 1) ? 1 : cci_p; m_bands_period = (bands_p < 1) ? 1 : bands_p; m_bands_dev = (bands_dev <= 0) ? 2.0 : bands_dev; // Initialize Signal Engine if(!m_signal_engine.Init(ma_p, ma_m)) return false; return true; } //+------------------------------------------------------------------+ //| Main Calculation (Optimized) | //+------------------------------------------------------------------+ void CCCI_Calculator::Calculate(int rates_total, int prev_calculated, ENUM_APPLIED_PRICE price_type, const double &open[], const double &high[], const double &low[], const double &close[], double &cci_out[], double &signal_out[], double &upper_out[], double &lower_out[]) { // Minimum bars check if(rates_total <= m_cci_period + m_bands_period) return; int start_index; if(prev_calculated == 0) start_index = 0; else start_index = prev_calculated - 1; // Resize Buffers if(ArraySize(m_price) != rates_total) { ArrayResize(m_price, rates_total); ArrayResize(m_sma_buffer, rates_total); ArrayResize(m_mad_buffer, rates_total); } if(!PreparePriceSeries(rates_total, start_index, price_type, open, high, low, close)) return; const double CCI_CONSTANT = 0.015; //--- 1. Calculate SMA of Price (Incremental) // We can use a sliding window sum for O(1) SMA calculation, but standard loop is safer for now. // Optimization: Only calculate for new bars. int loop_start_sma = MathMax(m_cci_period - 1, start_index); for(int i = loop_start_sma; i < rates_total; i++) { double sum = 0; for(int j = 0; j < m_cci_period; j++) sum += m_price[i-j]; m_sma_buffer[i] = sum / m_cci_period; } //--- 2. Calculate Mean Absolute Deviation (MAD) for(int i = loop_start_sma; i < rates_total; i++) { double deviation_sum = 0; for(int j = 0; j < m_cci_period; j++) deviation_sum += MathAbs(m_price[i - j] - m_sma_buffer[i]); m_mad_buffer[i] = deviation_sum / m_cci_period; } //--- 3. Calculate CCI if(prev_calculated == 0) ArrayInitialize(cci_out, EMPTY_VALUE); for(int i = loop_start_sma; i < rates_total; i++) { if(m_mad_buffer[i] > 0) cci_out[i] = (m_price[i] - m_sma_buffer[i]) / (CCI_CONSTANT * m_mad_buffer[i]); else cci_out[i] = 0; } //--- 4. Calculate Signal Line (Using Engine) // CCI is valid from index: m_cci_period - 1 int cci_offset = m_cci_period - 1; m_signal_engine.CalculateOnArray(rates_total, prev_calculated, cci_out, signal_out, cci_offset); //--- 5. Calculate Bollinger Bands (Optimized) // Bands are based on CCI and centered on Signal Line int ma_period = m_signal_engine.GetPeriod(); int bands_start_pos = cci_offset + ma_period - 1; // Where signal line starts int loop_start_bands = MathMax(bands_start_pos, start_index); if(prev_calculated == 0) { ArrayInitialize(upper_out, EMPTY_VALUE); ArrayInitialize(lower_out, EMPTY_VALUE); } for(int i = loop_start_bands; i < rates_total; i++) { if(signal_out[i] == EMPTY_VALUE) continue; double std_dev = 0, sum_sq = 0; // Standard Deviation of CCI around the Signal Line for(int j = 0; j < m_bands_period; j++) sum_sq += MathPow(cci_out[i-j] - signal_out[i], 2); std_dev = MathSqrt(sum_sq / m_bands_period); upper_out[i] = signal_out[i] + m_bands_dev * std_dev; lower_out[i] = signal_out[i] - m_bands_dev * std_dev; } } //+------------------------------------------------------------------+ //| Prepare Price (Standard - Optimized) | //+------------------------------------------------------------------+ bool CCCI_Calculator::PreparePriceSeries(int rates_total, int start_index, ENUM_APPLIED_PRICE price_type, const double &open[], const double &high[], const double &low[], const double &close[]) { for(int i = start_index; i < rates_total; i++) { switch(price_type) { case PRICE_CLOSE: m_price[i] = close[i]; break; case PRICE_OPEN: m_price[i] = open[i]; break; case PRICE_HIGH: m_price[i] = high[i]; break; case PRICE_LOW: m_price[i] = low[i]; break; case PRICE_MEDIAN: m_price[i] = (high[i]+low[i])/2.0; break; case PRICE_TYPICAL: m_price[i] = (high[i]+low[i]+close[i])/3.0; break; case PRICE_WEIGHTED: m_price[i] = (high[i]+low[i]+2*close[i])/4.0; break; default: m_price[i] = close[i]; break; } } return true; } //+==================================================================+ //| CLASS 2: CCCI_Calculator_HA (Heikin Ashi) | //+==================================================================+ class CCCI_Calculator_HA : public CCCI_Calculator { private: CHeikinAshi_Calculator m_ha_calculator; double m_ha_open[], m_ha_high[], m_ha_low[], m_ha_close[]; protected: virtual bool PreparePriceSeries(int rates_total, int start_index, ENUM_APPLIED_PRICE price_type, const double &open[], const double &high[], const double &low[], const double &close[]) override; }; //+------------------------------------------------------------------+ //| | //+------------------------------------------------------------------+ bool CCCI_Calculator_HA::PreparePriceSeries(int rates_total, int start_index, ENUM_APPLIED_PRICE price_type, const double &open[], const double &high[], const double &low[], const double &close[]) { if(ArraySize(m_ha_open) != rates_total) { ArrayResize(m_ha_open, rates_total); ArrayResize(m_ha_high, rates_total); ArrayResize(m_ha_low, rates_total); ArrayResize(m_ha_close, rates_total); } m_ha_calculator.Calculate(rates_total, start_index, open, high, low, close, m_ha_open, m_ha_high, m_ha_low, m_ha_close); for(int i = start_index; i < rates_total; i++) { switch(price_type) { case PRICE_CLOSE: m_price[i] = m_ha_close[i]; break; case PRICE_OPEN: m_price[i] = m_ha_open[i]; break; case PRICE_HIGH: m_price[i] = m_ha_high[i]; break; case PRICE_LOW: m_price[i] = m_ha_low[i]; break; case PRICE_MEDIAN: m_price[i] = (m_ha_high[i]+m_ha_low[i])/2.0; break; case PRICE_TYPICAL: m_price[i] = (m_ha_high[i]+m_ha_low[i]+m_ha_close[i])/3.0; break; case PRICE_WEIGHTED: m_price[i] = (m_ha_high[i]+m_ha_low[i]+2*m_ha_close[i])/4.0; break; default: m_price[i] = m_ha_close[i]; break; } } return true; } //+------------------------------------------------------------------+