Fisher Transform

#region Namespaces
using System;
#endregion

namespace ScriptCode {
	/// <summary>
	/// Indicator scripts are used for calculating a series of numerical values.
	/// 
	/// This script can be used in several ways:
	/// (1) It can be used on a chart.
	/// (2) It can be used from another script.
	/// (3) It can be used as a script column in a watchlist.
	/// </summary>
	public partial class MyIndicator : IndicatorScriptBase // NEVER CHANGE THE CLASS NAME
	{
#region Variables
		// The underlying indicator.
		private Indicator _indicator;
		// The number of periods to include in the indicator script calculation.
		private int _periods;
#endregion

#region OnInitialize
		/// <summary>
		/// This function accepts the user parameters for the script and is called when a new indicator instance is created. 
		/// One of the parameters accepted by it must be that of a symbol or another script that is
		/// based on a symbol (drawing, indicator, pattern or signal). This symbol will be used as the underlying symbol for the indicator.
		/// 
		/// The parameter values can be specified from the user interface (UI) or from another script, depending on usage.
		/// </summary>
		/// --------------------------------------------------------------------------------------------------
		/// PLEASE USE THE SCRIPT WIZARD (CTRL+W) TO ADD, EDIT AND REMOVE THE SCRIPT PARAMETERS
		/// --------------------------------------------------------------------------------------------------
		/// YOU MUST SET A PARAM TAG FOR EACH PARAMETER ACCEPTED BY THIS FUNCTION.
		/// ALL PARAM TAGS SHOULD BE SET IN THE 'OnInitialize' REGION, RIGHT ABOVE THE 'OnInitialize' FUNCTION.
		/// THE ORDER OF THE TAGS MUST MATCH THE ORDER OF THE ACTUAL PARAMETERS.

		/// REQUIRED ATTRIBUTES:
		/// (1) name: The exact parameter name.
		/// (2) type: The type of data to collect from the user: 
		/// Set to "Integer" when the data type is 'int'
		/// Set to "IntegerArray" when the data type is 'int[]'
		/// Set to "DateTime" when the data type is 'long'  
		/// Set to "DateTimeArray" when the data type is 'long[]'  
		/// Set to "Boolean" when the data type is 'bool'
		/// Set to "BooleanArray" when the data type is 'bool[]'
		/// Set to "Double" when the data type is 'double'
		/// Set to "DoubleArray" when the data type is 'double[]'
		/// Set to "String" when the data type is 'string'
		/// Set to "StringArray" when the data type is 'string[]'
		/// Set to "Indicator" when the data type is 'Indicator'
		/// Set to "Pattern" when the data type is 'Pattern'
		/// Set to "Signal" when the data type is 'Signal'
		/// Set to "Drawing" when the data type is 'Drawing'
		/// Set to "Symbol" when the data type is 'int' representing a symbol index.

		/// OPTIONAL ATTRIBUTES:
		/// (3) default: The default parameter value is only valid when the type is Integer, Boolean, Double or String. 
		/// (4) min: The minimum parameter value is only valid when the type is Integer or Double.
		/// (5) max: The maximum parameter value is only valid when the type is Integer or Double.

		/// EXAMPLE: <param name="" type="" default="" min="" max="">Enter the parameter description here.</param> 
		/// --------------------------------------------------------------------------------------------------
		/// <param name="indicator" type="Indicator">The underlying indicator.</param>
		/// <param name="periods" type="Integer" default="10" min="1">The number of periods to include in the indicator script calculation.</param>
		public void OnInitialize(
			Indicator indicator,
			int periods) {
			// Set the indicator.
			_indicator = indicator;
			// Set the number of periods.
			_periods = periods;
			// Create a single internal series, since there is only one temporary variable to hold.
			IndicatorCreateSeries(1);
		}
#endregion

#region OnBarUpdate
		/// <summary>
		/// This function is used for calculating the indicator value for the latest bar (see the Indicator functions).
		/// </summary>
		/// <returns>The indicator value for the latest bar.</returns>
		public override double OnBarUpdate() {
			// The previous FISH value.
			double prevFISH = 0;
			// Check whether this is the first item in the indicator.
			if (IndicatorValueCount() == 0) {
				// Set the prev FISH value.
				prevFISH = 0;
				// Set the required temp value.
				IndicatorSetSeriesValue(0, 0, 0);
			}
			else {
				// Keep the prev FISH value.
				prevFISH = this[0];
			}

			// The minimum low.
			double minLow = double.MaxValue;
			// The maximum high.
			double maxHigh = 0;
			// Iterate over the indicator values in the specified period.
			for (int i = 0; i < _periods; i++) {
				// Check whether the minimum low can be improved.
				if (_indicator[i] < minLow)
				// Keep the minimum low.
					minLow = _indicator[i];

				// Check whether the maximum high can be improved.
				if (_indicator[i] > maxHigh)
				// Keep the maximum high.
					maxHigh = _indicator[i];
			}
			// Calculate the range.
			double range = maxHigh - minLow;
			// Check whether the range is invalid.
			if (double.IsNaN(range) || range == 0) {
				// Reset the range
				range = 0.001;
			}

			// Calculate the current value by using the previous temporary value of the previous bar.
			double currentValue = 0;
			// Check whether this is the first item in the indicator.
			if (IndicatorValueCount() == 0)
				currentValue = 0.66 * ((_indicator[0] - minLow) / range - 0.5) + 0.67;
			else
				currentValue = 0.66 * ((_indicator[0] - minLow) / range - 0.5) + 0.67 * IndicatorGetSeriesValue(0, 1);

			// Check whether the current value needs to be fixed.
			if (currentValue > 0.99)
				currentValue = 0.999;
			// Check whether the current value needs to be fixed.
			if (currentValue < - 0.99)
				currentValue = - 0.999;

			// Keep the temporary value for the current bar.
			IndicatorSetSeriesValue(0, 0, currentValue);
			// Calculate the fish value.
			return 0.5 * Math.Log((1 + currentValue) / (1 - currentValue)) + 0.5 * prevFISH;
		}
#endregion

#region OnChartSetup
		/// <summary>
		/// This function is used for setting up the indicator on the chart and registering its pens (see the IndicatorChartRegisterPenRGB function).
		/// </summary>
		public override void OnChartSetup() {
			// Register a pen.
			IndicatorChartRegisterPenRGB(0, "Pen",new int[] { 22 ,81, 238, 255 }, C_DashStyle.SOLID, 2);
			// Set the indicator in a new chart panel.
			IndicatorChartSetNewPanel(true);
		}
#endregion

#region OnSelectPen
		/// <summary>
		/// This function is used for selecting a registered indicator pen with which to color the latest indicator value.
		/// Call the IndicatorChartRegisterPenRGB function from the OnChartSetup function in order to register an indicator pen.
		/// </summary>
		/// <returns>The indicator pen index to use for coloring the latest indicator value.</returns>
		public override byte OnSelectPen() {
			// Color the indicator value with the zero pen.
			return 0;
		}
#endregion
	}
}