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mql5/Include/MyIncludes/KAMA_Calculator.mqh
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//+------------------------------------------------------------------+
//| KAMA_Calculator.mqh |
//| Engine for Perry Kaufman's Adaptive Moving Average (KAMA) |
//| Copyright 2026, xxxxxxxx|
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//+------------------------------------------------------------------+
#property copyright "Copyright 2026, xxxxxxxx"
#property version "3.10" // Streamlined Pure Moving Average Engine
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#include <MyIncludes\HeikinAshi_Tools.mqh>
//+==================================================================+
//| CLASS: CKamaCalculator |
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//+==================================================================+
class CKamaCalculator
{
private:
int m_er_period;
double m_fastest_sc;
double m_slowest_sc;
ENUM_APPLIED_PRICE_HA_ALL m_source_type;
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//--- 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[]);
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public:
CKamaCalculator(void);
~CKamaCalculator(void) {};
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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[]);
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};
//+------------------------------------------------------------------+
//| Constructor |
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//+------------------------------------------------------------------+
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)
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{
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;
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return true;
}
//+------------------------------------------------------------------+
//| Prepare Price Data (Unified Standard / Heikin Ashi) |
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//+------------------------------------------------------------------+
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[])
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{
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))
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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);
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for(int i = loop_start; i < rates_total; i++)
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{
// Initialization Bar: Seed KAMA with current price
if(i == m_er_period)
{
kama_buffer[i] = m_price[i];
continue;
}
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// 1. Calculate Efficiency Ratio (ER)
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double direction = MathAbs(m_price[i] - m_price[i - m_er_period]);
double volatility = 0.0;
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for(int j = 0; j < m_er_period; j++)
{
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volatility += MathAbs(m_price[i - j] - m_price[i - j - 1]);
}
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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);
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// 3. Final Recursive KAMA Smoothing
kama_buffer[i] = kama_buffer[i - 1] + sc * (m_price[i] - kama_buffer[i - 1]);
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}
}
//+------------------------------------------------------------------+
//+------------------------------------------------------------------+