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authorAnton Luka Šijanec <anton@sijanec.eu>2022-01-11 12:35:47 +0100
committerAnton Luka Šijanec <anton@sijanec.eu>2022-01-11 12:35:47 +0100
commit19985dbb8c0aa66dc4bf7905abc1148de909097d (patch)
tree2cd5a5d20d7e80fc2a51adf60d838d8a2c40999e /admin/survey/excel/PHPExcel/Shared/trend/trendClass.php
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+<?php
+/**
+ * PHPExcel
+ *
+ * Copyright (c) 2006 - 2012 PHPExcel
+ *
+ * This library is free software; you can redistribute it and/or
+ * modify it under the terms of the GNU Lesser General Public
+ * License as published by the Free Software Foundation; either
+ * version 2.1 of the License, or (at your option) any later version.
+ *
+ * This library is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
+ * Lesser General Public License for more details.
+ *
+ * You should have received a copy of the GNU Lesser General Public
+ * License along with this library; if not, write to the Free Software
+ * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA
+ *
+ * @category PHPExcel
+ * @package PHPExcel_Shared_Trend
+ * @copyright Copyright (c) 2006 - 2012 PHPExcel (http://www.codeplex.com/PHPExcel)
+ * @license http://www.gnu.org/licenses/old-licenses/lgpl-2.1.txt LGPL
+ * @version 1.7.8, 2012-10-12
+ */
+
+
+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';
+
+
+/**
+ * PHPExcel_trendClass
+ *
+ * @category PHPExcel
+ * @package PHPExcel_Shared_Trend
+ * @copyright Copyright (c) 2006 - 2012 PHPExcel (http://www.codeplex.com/PHPExcel)
+ */
+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';
+
+ /**
+ * Names of the best-fit trend analysis methods
+ *
+ * @var string[]
+ **/
+ private static $_trendTypes = array( self::TREND_LINEAR,
+ self::TREND_LOGARITHMIC,
+ self::TREND_EXPONENTIAL,
+ self::TREND_POWER
+ );
+ /**
+ * Names of the best-fit trend polynomial orders
+ *
+ * @var string[]
+ **/
+ private static $_trendTypePolyOrders = array( self::TREND_POLYNOMIAL_2,
+ self::TREND_POLYNOMIAL_3,
+ self::TREND_POLYNOMIAL_4,
+ self::TREND_POLYNOMIAL_5,
+ self::TREND_POLYNOMIAL_6
+ );
+
+ /**
+ * Cached results for each method when trying to identify which provides the best fit
+ *
+ * @var PHPExcel_Best_Fit[]
+ **/
+ 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 \ No newline at end of file