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mql5/Include/MyIncludes/AMA_TrendActivity_Calculator.mqh
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2025-12-18 21:43:35 +01:00

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//+------------------------------------------------------------------+
//| AMA_TrendActivity_Calculator.mqh |
//| VERSION 2.10: Optimized for incremental calculation. |
//| Copyright 2025, xxxxxxxx |
//+------------------------------------------------------------------+
#property copyright "Copyright 2025, xxxxxxxx"
#include <MyIncludes\HeikinAshi_Tools.mqh>
//+==================================================================+
//| CLASS 1: CActivityCalculator (Base Class) |
//+==================================================================+
class CActivityCalculator
{
protected:
int m_ama_period, m_fast_period, m_slow_period, m_atr_period, m_smoothing_period;
double m_pi_div_2;
//--- Persistent Buffers for Incremental Calculation
double m_ama_price[];
double m_atr_high[], m_atr_low[], m_atr_close[];
//--- Intermediate Calculation Buffers (Must persist state)
double m_buffer_ama[];
double m_buffer_atr[];
double m_scaled_activity[];
//--- Virtual method for preparing source data
virtual bool PrepareSourceData(int rates_total, int start_index, const double &open[], const double &high[], const double &low[], const double &close[], ENUM_APPLIED_PRICE price_type);
public:
CActivityCalculator(void) {};
virtual ~CActivityCalculator(void) {};
bool Init(int ama_p, int fast_p, int slow_p, int atr_p, int smooth_p);
void Calculate(int rates_total, int prev_calculated, const double &open[], const double &high[], const double &low[], const double &close[], ENUM_APPLIED_PRICE price_type, double &activity_buffer[]);
};
//+------------------------------------------------------------------+
//| Init |
//+------------------------------------------------------------------+
bool CActivityCalculator::Init(int ama_p, int fast_p, int slow_p, int atr_p, int smooth_p)
{
m_ama_period = (ama_p < 1) ? 1 : ama_p;
m_fast_period = (fast_p < 1) ? 1 : fast_p;
m_slow_period = (slow_p < 1) ? 1 : slow_p;
m_atr_period = (atr_p < 1) ? 1 : atr_p;
m_smoothing_period = (smooth_p < 1) ? 1 : smooth_p;
m_pi_div_2 = M_PI / 2.0;
return true;
}
//+------------------------------------------------------------------+
//| Main Calculation (Optimized) |
//+------------------------------------------------------------------+
void CActivityCalculator::Calculate(int rates_total, int prev_calculated, const double &open[], const double &high[], const double &low[], const double &close[], ENUM_APPLIED_PRICE price_type, double &activity_buffer[])
{
int start_pos = m_ama_period + m_atr_period + m_smoothing_period;
if(rates_total <= start_pos)
return;
//--- 1. Determine Start Index
int start_index;
if(prev_calculated == 0)
start_index = 0;
else
start_index = prev_calculated - 1;
//--- 2. Resize Buffers
if(ArraySize(m_ama_price) != rates_total)
{
ArrayResize(m_ama_price, rates_total);
ArrayResize(m_atr_high, rates_total);
ArrayResize(m_atr_low, rates_total);
ArrayResize(m_atr_close, rates_total);
ArrayResize(m_buffer_ama, rates_total);
ArrayResize(m_buffer_atr, rates_total);
ArrayResize(m_scaled_activity, rates_total);
}
//--- 3. Prepare Source Data (Optimized)
if(!PrepareSourceData(rates_total, start_index, open, high, low, close, price_type))
return;
//--- 4. Calculate AMA (Incremental)
double fast_sc = 2.0 / (m_fast_period + 1.0);
double slow_sc = 2.0 / (m_slow_period + 1.0);
int loop_start_ama = MathMax(m_ama_period, start_index);
for(int i = loop_start_ama; i < rates_total; i++)
{
if(i == m_ama_period)
{
m_buffer_ama[i] = m_ama_price[i];
continue;
}
double direction = MathAbs(m_ama_price[i] - m_ama_price[i - m_ama_period]);
double volatility = 0;
for(int j = 0; j < m_ama_period; j++)
volatility += MathAbs(m_ama_price[i - j] - m_ama_price[i - j - 1]);
double er = (volatility > 0) ? direction / volatility : 0;
double ssc = er * (fast_sc - slow_sc) + slow_sc;
// Recursive AMA using persistent buffer
m_buffer_ama[i] = m_buffer_ama[i-1] + (ssc*ssc) * (m_ama_price[i] - m_buffer_ama[i-1]);
}
//--- 5. Calculate ATR (Incremental)
int loop_start_atr = MathMax(m_atr_period, start_index);
for(int i = loop_start_atr; i < rates_total; i++)
{
double tr = MathMax(m_atr_high[i], m_atr_close[i-1]) - MathMin(m_atr_low[i], m_atr_close[i-1]);
if(i == m_atr_period)
{
double sum_tr = 0;
for(int k = 0; k < m_atr_period; k++)
{
int idx = i - k;
double t = MathMax(m_atr_high[idx], m_atr_close[idx-1]) - MathMin(m_atr_low[idx], m_atr_close[idx-1]);
sum_tr += t;
}
m_buffer_atr[i] = sum_tr / m_atr_period;
}
else
{
// RMA (Wilder's Smoothing)
m_buffer_atr[i] = (m_buffer_atr[i-1] * (m_atr_period - 1) + tr) / m_atr_period;
}
}
//--- 6. Calculate Raw Activity and Scale (Incremental)
int loop_start_act = MathMax(m_ama_period + 1, start_index);
for(int i = loop_start_act; i < rates_total; i++)
{
if(m_buffer_atr[i] > 0)
{
double raw_activity = MathAbs(m_buffer_ama[i] - m_buffer_ama[i-1]) / m_buffer_atr[i];
m_scaled_activity[i] = MathArctan(raw_activity) / m_pi_div_2;
}
else
{
m_scaled_activity[i] = 0;
}
}
//--- 7. Calculate Final SMA (Incremental)
int final_start_pos = m_ama_period + m_smoothing_period;
int loop_start_final = MathMax(final_start_pos, start_index);
for(int i = loop_start_final; i < rates_total; i++)
{
double sum = 0;
for(int j = 0; j < m_smoothing_period; j++)
sum += m_scaled_activity[i-j];
activity_buffer[i] = sum / m_smoothing_period;
}
}
//+------------------------------------------------------------------+
//| Prepare Source Data (Standard - Optimized) |
//+------------------------------------------------------------------+
bool CActivityCalculator::PrepareSourceData(int rates_total, int start_index, const double &open[], const double &high[], const double &low[], const double &close[], ENUM_APPLIED_PRICE price_type)
{
for(int i = start_index; i < rates_total; i++)
{
// AMA Price
switch(price_type)
{
case PRICE_OPEN:
m_ama_price[i] = open[i];
break;
case PRICE_HIGH:
m_ama_price[i] = high[i];
break;
case PRICE_LOW:
m_ama_price[i] = low[i];
break;
case PRICE_MEDIAN:
m_ama_price[i] = (high[i]+low[i])/2.0;
break;
case PRICE_TYPICAL:
m_ama_price[i] = (high[i]+low[i]+close[i])/3.0;
break;
case PRICE_WEIGHTED:
m_ama_price[i] = (high[i]+low[i]+2*close[i])/4.0;
break;
default:
m_ama_price[i] = close[i];
break;
}
// ATR Data
m_atr_high[i] = high[i];
m_atr_low[i] = low[i];
m_atr_close[i] = close[i];
}
return true;
}
//+==================================================================+
//| CLASS 2: CActivityCalculator_HA (Heikin Ashi) |
//+==================================================================+
class CActivityCalculator_HA : public CActivityCalculator
{
private:
CHeikinAshi_Calculator m_ha_calculator;
// Internal HA buffers
double m_ha_open[], m_ha_high[], m_ha_low[], m_ha_close[];
protected:
virtual bool PrepareSourceData(int rates_total, int start_index, const double &open[], const double &high[], const double &low[], const double &close[], ENUM_APPLIED_PRICE price_type) override;
};
//+------------------------------------------------------------------+
//| Prepare Source Data (Heikin Ashi - Optimized) |
//+------------------------------------------------------------------+
bool CActivityCalculator_HA::PrepareSourceData(int rates_total, int start_index, const double &open[], const double &high[], const double &low[], const double &close[], ENUM_APPLIED_PRICE price_type)
{
// Resize internal HA buffers
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);
}
//--- STRICT CALL: Use the optimized 10-param HA calculation
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++)
{
// AMA Price from HA
switch(price_type)
{
case PRICE_OPEN:
m_ama_price[i] = m_ha_open[i];
break;
case PRICE_HIGH:
m_ama_price[i] = m_ha_high[i];
break;
case PRICE_LOW:
m_ama_price[i] = m_ha_low[i];
break;
case PRICE_MEDIAN:
m_ama_price[i] = (m_ha_high[i]+m_ha_low[i])/2.0;
break;
case PRICE_TYPICAL:
m_ama_price[i] = (m_ha_high[i]+m_ha_low[i]+m_ha_close[i])/3.0;
break;
case PRICE_WEIGHTED:
m_ama_price[i] = (m_ha_high[i]+m_ha_low[i]+2*m_ha_close[i])/4.0;
break;
default:
m_ama_price[i] = m_ha_close[i];
break;
}
// ATR Data from HA
m_atr_high[i] = m_ha_high[i];
m_atr_low[i] = m_ha_low[i];
m_atr_close[i] = m_ha_close[i];
}
return true;
}
//+------------------------------------------------------------------+
//+------------------------------------------------------------------+