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https://github.com/mihakralj/QuanTAlib.git
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123 lines
3.7 KiB
C#
123 lines
3.7 KiB
C#
namespace QuanTAlib;
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using System;
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using System.Linq;
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/* <summary>
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TEMA: Triple Exponential Moving Average
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TEMA uses EMA(EMA(EMA())) to calculate less laggy Exponential moving average.
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Sources:
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https://www.tradingtechnologies.com/help/x-study/technical-indicator-definitions/triple-exponential-moving-average-tema/
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Remark:
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ema1 = EMA(close, length)
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ema2 = EMA(ema1, length)
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ema3 = EMA(ema2, length)
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TEMA = 3 * (ema1 - ema2) + ema3
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</summary> */
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public class TEMA_Series : TSeries {
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private double _k;
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private double _sum, _oldsum;
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private double _lastema1, _oldema1, _lastema2, _oldema2, _lastema3, _oldema3;
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private int _len;
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private readonly bool _useSMA;
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protected readonly int _period;
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protected readonly bool _NaN;
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protected readonly TSeries _data;
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//core constructor
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public TEMA_Series(int period, bool useNaN, bool useSMA) : base() {
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_period = period;
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_NaN = useNaN;
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_useSMA = useSMA;
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Name = $"TEMA({period})";
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_k = 2.0 / (_period + 1);
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_len = 0;
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_sum = _oldsum = _lastema1 = _lastema2 = _lastema3 = 0;
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}
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public TEMA_Series() : this(0, false, true) {}
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public TEMA_Series(int period) : this(period, false, true) {}
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public TEMA_Series(TBars source) : this(source.Close, 0, false) {}
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public TEMA_Series(TBars source, int period) : this(source.Close, period, false) {}
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public TEMA_Series(TBars source, int period, bool useNaN) : this(source.Close, period, useNaN) {}
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public TEMA_Series(TSeries source, int period) : this(source, period, false, true) {}
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public TEMA_Series(TSeries source, int period, bool useNaN) : this(source, period, useNaN, true) {}
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public TEMA_Series(TSeries source, int period, bool useNaN, bool useSMA) : this(period, useNaN, useSMA) {
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_data = source;
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Name = Name.Substring(0, Name.IndexOf(")")) + $", {(string.IsNullOrEmpty(_data.Name) ? "data" : _data.Name)})";
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_data.Pub += Sub;
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Add(_data);
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}
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// core Add() algo
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public override (DateTime t, double v) Add((DateTime t, double v) TValue, bool update = false) {
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if (update) {
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_lastema1 = _oldema1;
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_lastema2 = _oldema2;
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_lastema3 = _oldema3;
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_sum = _oldsum;
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}
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else {
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_oldema1 = _lastema1;
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_oldema2 = _lastema2;
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_oldema3 = _lastema3;
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_oldsum = _sum;
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_len++;
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}
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if (_period == 0) { _k = 2.0 / (_len + 1); }
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double _ema1, _ema2, _ema3, _tema;
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if (this.Count == 0) {
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_ema1 = _ema2 = _ema3 =_sum = TValue.v;
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}
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else if (_len <= _period && _useSMA && _period != 0) {
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_sum += TValue.v;
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_ema1 = _sum / Math.Min(_len, _period);
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_ema2 = _ema1;
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_ema3 = _ema2;
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}
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else {
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_ema1 = (TValue.v - _lastema1) * _k + _lastema1;
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_ema2 = (_ema1 - _lastema2) * _k + _lastema2;
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_ema3 = (_ema2 - _lastema3) * _k + _lastema3;
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}
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_tema = (3 * (_ema1 - _ema2)) + _ema3;
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_lastema1 = Double.IsNaN(_ema1)?_lastema1:_ema1;
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_lastema2 = Double.IsNaN(_ema2)?_lastema2:_ema2;
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_lastema3 = Double.IsNaN(_ema3) ? _lastema3 : _ema3;
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var res = (TValue.t, Count < _period - 1 && _NaN ? double.NaN : _tema);
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return base.Add(res, update);
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}
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//variation of Add()
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public override (DateTime t, double v) Add(TSeries data) {
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if (data == null) { return (DateTime.Today, Double.NaN); }
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foreach (var item in data) { Add(item, false); }
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return _data.Last;
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}
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public new (DateTime t, double v) Add((DateTime t, double v) TValue) {
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return Add(TValue, false);
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}
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public (DateTime t, double v) Add(bool update) {
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return this.Add(TValue: _data.Last, update: update);
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}
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public (DateTime t, double v) Add() {
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return Add(TValue: _data.Last, update: false);
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}
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private new void Sub(object source, TSeriesEventArgs e) {
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Add(TValue: _data.Last, update: e.update);
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}
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//reset calculation
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public override void Reset() {
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_sum = _oldsum = _lastema1 = _lastema2 = 0;
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_len = 0;
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}
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} |