//+------------------------------------------------------------------+ //| VScore_Calculator.mqh | //| Engine for V-Score (VWAP Z-Score). | //| Measures statistical deviation from VWAP. | //| VERSION 2.00: Strictly O(1) Incremental Optimized. | //| Copyright 2026, xxxxxxxx | //+------------------------------------------------------------------+ #property copyright "Copyright 2026, xxxxxxxx" #include //+------------------------------------------------------------------+ //| Class CVScoreCalculator | //+------------------------------------------------------------------+ class CVScoreCalculator { protected: int m_period; CVWAPCalculator *m_vwap_calc; // Persistent Buffers for Incremental Calculation double m_vwap_buf[]; double m_vwap_odd[]; double m_vwap_even[]; public: CVScoreCalculator(); virtual ~CVScoreCalculator(); bool Init(int period, ENUM_VWAP_PERIOD vwap_reset); void Calculate(int rates_total, int prev_calculated, const datetime &time[], const double &open[], const double &high[], const double &low[], const double &close[], const long &tick_volume[], const long &volume[], double &out_vscore[]); }; //+------------------------------------------------------------------+ //| Constructor | //+------------------------------------------------------------------+ CVScoreCalculator::CVScoreCalculator() : m_vwap_calc(NULL) { } //+------------------------------------------------------------------+ //| Destructor | //+------------------------------------------------------------------+ CVScoreCalculator::~CVScoreCalculator() { if(CheckPointer(m_vwap_calc) == POINTER_DYNAMIC) delete m_vwap_calc; } //+------------------------------------------------------------------+ //| Init | //+------------------------------------------------------------------+ bool CVScoreCalculator::Init(int period, ENUM_VWAP_PERIOD vwap_reset) { m_period = (period < 2) ? 2 : period; m_vwap_calc = new CVWAPCalculator(); // Init VWAP with Tick Volume, enabled if(!m_vwap_calc.Init(vwap_reset, VOLUME_TICK, 0, true)) return false; return true; } //+------------------------------------------------------------------+ //| Main Calculation (Strictly O(1) Optimized) | //+------------------------------------------------------------------+ void CVScoreCalculator::Calculate(int rates_total, int prev_calculated, const datetime &time[], const double &open[], const double &high[], const double &low[], const double &close[], const long &tick_volume[], const long &volume[], double &out_vscore[]) { if(rates_total < m_period) return; // 1. Manage Internal Buffers if(ArraySize(m_vwap_buf) != rates_total) { ArrayResize(m_vwap_buf, rates_total); ArrayResize(m_vwap_odd, rates_total); ArrayResize(m_vwap_even, rates_total); } // 2. Calculate VWAP Incrementally! (Passing prev_calculated) m_vwap_calc.Calculate(rates_total, prev_calculated, time, open, high, low, close, tick_volume, volume, m_vwap_odd, m_vwap_even); // 3. Calculate Standard Deviation of (Price - VWAP) // Determine start index for true O(1) performance int start = (prev_calculated > m_period) ? prev_calculated - 1 : m_period; for(int i = start; i < rates_total; i++) { // Merge Odd/Even logic continuously double current_vwap = (m_vwap_odd[i] != EMPTY_VALUE && m_vwap_odd[i] != 0) ? m_vwap_odd[i] : m_vwap_even[i]; m_vwap_buf[i] = current_vwap; // If VWAP is newly reset (0 or empty), VScore is 0 if(current_vwap == 0 || current_vwap == EMPTY_VALUE) { out_vscore[i] = 0.0; continue; } double sum_sq_diff = 0; // StdDev of deviation over the window for(int k = 0; k < m_period; k++) { int idx = i - k; double p = close[idx]; double v = m_vwap_buf[idx]; // If history has bad vwap, use price (diff=0) to avoid spikes if(v == 0 || v == EMPTY_VALUE) v = p; double diff = p - v; sum_sq_diff += diff * diff; } double std_dev = MathSqrt(sum_sq_diff / m_period); // Z-Score calculation if(std_dev > 1.0e-9) out_vscore[i] = (close[i] - current_vwap) / std_dev; else out_vscore[i] = 0.0; } } //+------------------------------------------------------------------+ //+------------------------------------------------------------------+