108 lines
		
	
	
		
			4.0 KiB
		
	
	
	
		
			PHP
		
	
	
	
	
	
		
		
			
		
	
	
			108 lines
		
	
	
		
			4.0 KiB
		
	
	
	
		
			PHP
		
	
	
	
	
	
|   | <?php | ||
|  | 
 | ||
|  | require_once PHPEXCEL_ROOT . 'PHPExcel/Shared/trend/linearBestFitClass.php'; | ||
|  | require_once PHPEXCEL_ROOT . 'PHPExcel/Shared/trend/logarithmicBestFitClass.php'; | ||
|  | require_once PHPEXCEL_ROOT . 'PHPExcel/Shared/trend/exponentialBestFitClass.php'; | ||
|  | require_once PHPEXCEL_ROOT . 'PHPExcel/Shared/trend/powerBestFitClass.php'; | ||
|  | require_once PHPEXCEL_ROOT . 'PHPExcel/Shared/trend/polynomialBestFitClass.php'; | ||
|  | 
 | ||
|  | 
 | ||
|  | class trendClass | ||
|  | { | ||
|  | 	const TREND_LINEAR				= 'Linear'; | ||
|  | 	const TREND_LOGARITHMIC			= 'Logarithmic'; | ||
|  | 	const TREND_EXPONENTIAL			= 'Exponential'; | ||
|  | 	const TREND_POWER				= 'Power'; | ||
|  | 	const TREND_POLYNOMIAL_2		= 'Polynomial_2'; | ||
|  | 	const TREND_POLYNOMIAL_3		= 'Polynomial_3'; | ||
|  | 	const TREND_POLYNOMIAL_4		= 'Polynomial_4'; | ||
|  | 	const TREND_POLYNOMIAL_5		= 'Polynomial_5'; | ||
|  | 	const TREND_POLYNOMIAL_6		= 'Polynomial_6'; | ||
|  | 	const TREND_BEST_FIT			= 'Bestfit'; | ||
|  | 	const TREND_BEST_FIT_NO_POLY	= 'Bestfit_no_Polynomials'; | ||
|  | 
 | ||
|  | 	private static $_trendTypes = array( self::TREND_LINEAR, | ||
|  | 										 self::TREND_LOGARITHMIC, | ||
|  | 										 self::TREND_EXPONENTIAL, | ||
|  | 										 self::TREND_POWER | ||
|  | 									   ); | ||
|  | 	private static $_trendTypePolyOrders = array( self::TREND_POLYNOMIAL_2, | ||
|  | 												  self::TREND_POLYNOMIAL_3, | ||
|  | 												  self::TREND_POLYNOMIAL_4, | ||
|  | 												  self::TREND_POLYNOMIAL_5, | ||
|  | 												  self::TREND_POLYNOMIAL_6 | ||
|  | 											    ); | ||
|  | 
 | ||
|  | 	private static $_trendCache = array(); | ||
|  | 
 | ||
|  | 
 | ||
|  | 	public static function calculate($trendType=self::TREND_BEST_FIT, $yValues, $xValues=array(), $const=True) { | ||
|  | 		//	Calculate number of points in each dataset
 | ||
|  | 		$nY = count($yValues); | ||
|  | 		$nX = count($xValues); | ||
|  | 
 | ||
|  | 		//	Define X Values if necessary
 | ||
|  | 		if ($nX == 0) { | ||
|  | 			$xValues = range(1,$nY); | ||
|  | 			$nX = $nY; | ||
|  | 		} elseif ($nY != $nX) { | ||
|  | 			//	Ensure both arrays of points are the same size
 | ||
|  | 			trigger_error("trend(): Number of elements in coordinate arrays do not match.", E_USER_ERROR); | ||
|  | 		} | ||
|  | 
 | ||
|  | 		$key = md5($trendType.$const.serialize($yValues).serialize($xValues)); | ||
|  | 		//	Determine which trend method has been requested
 | ||
|  | 		switch ($trendType) { | ||
|  | 			//	Instantiate and return the class for the requested trend method
 | ||
|  | 			case self::TREND_LINEAR : | ||
|  | 			case self::TREND_LOGARITHMIC : | ||
|  | 			case self::TREND_EXPONENTIAL : | ||
|  | 			case self::TREND_POWER : | ||
|  | 				if (!isset(self::$_trendCache[$key])) { | ||
|  | 					$className = 'PHPExcel_'.$trendType.'_Best_Fit'; | ||
|  | 					self::$_trendCache[$key] = new $className($yValues,$xValues,$const); | ||
|  | 				} | ||
|  | 				return self::$_trendCache[$key]; | ||
|  | 				break; | ||
|  | 			case self::TREND_POLYNOMIAL_2	: | ||
|  | 			case self::TREND_POLYNOMIAL_3	: | ||
|  | 			case self::TREND_POLYNOMIAL_4	: | ||
|  | 			case self::TREND_POLYNOMIAL_5	: | ||
|  | 			case self::TREND_POLYNOMIAL_6	: | ||
|  | 				if (!isset(self::$_trendCache[$key])) { | ||
|  | 					$order = substr($trendType,-1); | ||
|  | 					self::$_trendCache[$key] = new PHPExcel_Polynomial_Best_Fit($order,$yValues,$xValues,$const); | ||
|  | 				} | ||
|  | 				return self::$_trendCache[$key]; | ||
|  | 				break; | ||
|  | 			case self::TREND_BEST_FIT			: | ||
|  | 			case self::TREND_BEST_FIT_NO_POLY	: | ||
|  | 				//	If the request is to determine the best fit regression, then we test each trend line in turn
 | ||
|  | 				//	Start by generating an instance of each available trend method
 | ||
|  | 				foreach(self::$_trendTypes as $trendMethod) { | ||
|  | 					$className = 'PHPExcel_'.$trendMethod.'BestFit'; | ||
|  | 					$bestFit[$trendMethod] = new $className($yValues,$xValues,$const); | ||
|  | 					$bestFitValue[$trendMethod] = $bestFit[$trendMethod]->getGoodnessOfFit(); | ||
|  | 				} | ||
|  | 				if ($trendType != self::TREND_BEST_FIT_NO_POLY) { | ||
|  | 					foreach(self::$_trendTypePolyOrders as $trendMethod) { | ||
|  | 						$order = substr($trendMethod,-1); | ||
|  | 						$bestFit[$trendMethod] = new PHPExcel_Polynomial_Best_Fit($order,$yValues,$xValues,$const); | ||
|  | 						if ($bestFit[$trendMethod]->getError()) { | ||
|  | 							unset($bestFit[$trendMethod]); | ||
|  | 						} else { | ||
|  | 							$bestFitValue[$trendMethod] = $bestFit[$trendMethod]->getGoodnessOfFit(); | ||
|  | 						} | ||
|  | 					} | ||
|  | 				} | ||
|  | 				//	Determine which of our trend lines is the best fit, and then we return the instance of that trend class
 | ||
|  | 				arsort($bestFitValue); | ||
|  | 				$bestFitType = key($bestFitValue); | ||
|  | 				return $bestFit[$bestFitType]; | ||
|  | 				break; | ||
|  | 			default	: | ||
|  | 				return false; | ||
|  | 		} | ||
|  | 	}	//	function calculate()
 | ||
|  | 
 | ||
|  | }	//	class trendClass
 |