//+------------------------------------------------------------------+ //| KAMA_Calculator.mqh | //| Engine for Perry Kaufman's Adaptive Moving Average (KAMA) | //| Copyright 2026, xxxxxxxx| //+------------------------------------------------------------------+ #property copyright "Copyright 2026, xxxxxxxx" #property version "3.10" // Streamlined Pure Moving Average Engine #include //+==================================================================+ //| CLASS: CKamaCalculator | //+==================================================================+ class CKamaCalculator { private: int m_er_period; double m_fastest_sc; double m_slowest_sc; ENUM_APPLIED_PRICE_HA_ALL m_source_type; //--- Persistent Price Buffers double m_price[]; double m_ha_open[], m_ha_high[], m_ha_low[], m_ha_close[]; //--- Embedded Heikin Ashi Engine CHeikinAshi_Calculator m_ha_engine; //--- Internal Methods bool PreparePriceSeries(const int rates_total, const int start_index, const double &open[], const double &high[], const double &low[], const double &close[]); public: CKamaCalculator(void); ~CKamaCalculator(void) {}; bool Init(const int er_p, const int fast_p, const int slow_p, const ENUM_APPLIED_PRICE_HA_ALL source); int GetPeriod(void) const { return m_er_period; } void Calculate(const int rates_total, const int prev_calculated, const double &open[], const double &high[], const double &low[], const double &close[], double &kama_buffer[]); }; //+------------------------------------------------------------------+ //| Constructor | //+------------------------------------------------------------------+ CKamaCalculator::CKamaCalculator(void) : m_er_period(10), m_fastest_sc(0.6667), m_slowest_sc(0.0645), m_source_type(PRICE_CLOSE_STD) { ArraySetAsSeries(m_price, false); ArraySetAsSeries(m_ha_open, false); ArraySetAsSeries(m_ha_high, false); ArraySetAsSeries(m_ha_low, false); ArraySetAsSeries(m_ha_close, false); } //+------------------------------------------------------------------+ //| Initialization | //+------------------------------------------------------------------+ bool CKamaCalculator::Init(const int er_p, const int fast_p, const int slow_p, const ENUM_APPLIED_PRICE_HA_ALL source) { m_er_period = (er_p < 1) ? 1 : er_p; int fast_len = (fast_p < 1) ? 1 : fast_p; int slow_len = (slow_p < 1) ? 1 : slow_p; m_fastest_sc = 2.0 / (fast_len + 1.0); m_slowest_sc = 2.0 / (slow_len + 1.0); m_source_type = source; return true; } //+------------------------------------------------------------------+ //| Prepare Price Data (Unified Standard / Heikin Ashi) | //+------------------------------------------------------------------+ bool CKamaCalculator::PreparePriceSeries(const int rates_total, const int start_index, const double &open[], const double &high[], const double &low[], const double &close[]) { if(ArraySize(m_price) != rates_total) { ArrayResize(m_price, rates_total); ArraySetAsSeries(m_price, false); } bool is_heikin_ashi = (m_source_type <= PRICE_HA_CLOSE); if(is_heikin_ashi) { 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); ArraySetAsSeries(m_ha_open, false); ArraySetAsSeries(m_ha_high, false); ArraySetAsSeries(m_ha_low, false); ArraySetAsSeries(m_ha_close, false); } m_ha_engine.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(m_source_type) { case PRICE_HA_OPEN: m_price[i] = m_ha_open[i]; break; case PRICE_HA_HIGH: m_price[i] = m_ha_high[i]; break; case PRICE_HA_LOW: m_price[i] = m_ha_low[i]; break; case PRICE_HA_MEDIAN: m_price[i] = (m_ha_high[i] + m_ha_low[i]) / 2.0; break; case PRICE_HA_TYPICAL: m_price[i] = (m_ha_high[i] + m_ha_low[i] + m_ha_close[i]) / 3.0; break; case PRICE_HA_WEIGHTED: m_price[i] = (m_ha_high[i] + m_ha_low[i] + 2.0 * m_ha_close[i]) / 4.0; break; case PRICE_HA_CLOSE: default: m_price[i] = m_ha_close[i]; break; } } } else { for(int i = start_index; i < rates_total; i++) { switch(m_source_type) { case PRICE_OPEN_STD: m_price[i] = open[i]; break; case PRICE_HIGH_STD: m_price[i] = high[i]; break; case PRICE_LOW_STD: m_price[i] = low[i]; break; case PRICE_MEDIAN_STD: m_price[i] = (high[i] + low[i]) / 2.0; break; case PRICE_TYPICAL_STD: m_price[i] = (high[i] + low[i] + close[i]) / 3.0; break; case PRICE_WEIGHTED_STD: m_price[i] = (high[i] + low[i] + 2.0 * close[i]) / 4.0; break; case PRICE_CLOSE_STD: default: m_price[i] = close[i]; break; } } } return true; } //+------------------------------------------------------------------+ //| Main Incremental Calculation Loop | //+------------------------------------------------------------------+ void CKamaCalculator::Calculate(const int rates_total, const int prev_calculated, const double &open[], const double &high[], const double &low[], const double &close[], double &kama_buffer[]) { if(rates_total <= m_er_period) return; int start_index = (prev_calculated == 0) ? 0 : prev_calculated - 1; // Prepare Price Data if(!PreparePriceSeries(rates_total, start_index, open, high, low, close)) return; // Clean initial invalid range on fresh calculation if(prev_calculated == 0) { for(int i = 0; i < m_er_period; i++) kama_buffer[i] = EMPTY_VALUE; } int loop_start = MathMax(m_er_period, start_index); for(int i = loop_start; i < rates_total; i++) { // Initialization Bar: Seed KAMA with current price if(i == m_er_period) { kama_buffer[i] = m_price[i]; continue; } // 1. Calculate Efficiency Ratio (ER) double direction = MathAbs(m_price[i] - m_price[i - m_er_period]); double volatility = 0.0; for(int j = 0; j < m_er_period; j++) { volatility += MathAbs(m_price[i - j] - m_price[i - j - 1]); } double er = (volatility > 0.00000001) ? (direction / volatility) : 0.0; // 2. Scaled Smoothing Constant (SSC) double sc = MathPow(er * (m_fastest_sc - m_slowest_sc) + m_slowest_sc, 2.0); // 3. Final Recursive KAMA Smoothing kama_buffer[i] = kama_buffer[i - 1] + sc * (m_price[i] - kama_buffer[i - 1]); } } //+------------------------------------------------------------------+ //+------------------------------------------------------------------+