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<?php
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// This file is part of Moodle - http://moodle.org/
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//
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// Moodle is free software: you can redistribute it and/or modify
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// it under the terms of the GNU General Public License as published by
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// the Free Software Foundation, either version 3 of the License, or
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// (at your option) any later version.
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//
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// Moodle is distributed in the hope that it will be useful,
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// but WITHOUT ANY WARRANTY; without even the implied warranty of
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// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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// GNU General Public License for more details.
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//
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// You should have received a copy of the GNU General Public License
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// along with Moodle. If not, see <http://www.gnu.org/licenses/>.
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/**
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* Quiz statistics report, table for showing statistics of each question in the quiz.
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*
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* @package quiz_statistics
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* @copyright 2008 Jamie Pratt
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* @license http://www.gnu.org/copyleft/gpl.html GNU GPL v3 or later
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*/
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defined('MOODLE_INTERNAL') || die();
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require_once($CFG->libdir.'/tablelib.php');
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use \core_question\statistics\questions\calculated_question_summary;
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/**
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* This table has one row for each question in the quiz, with sub-rows when
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* random questions and variants appear.
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*
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* There are columns for the various item and position statistics.
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*
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* @copyright 2008 Jamie Pratt
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* @license http://www.gnu.org/copyleft/gpl.html GNU GPL v3 or later
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*/
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class quiz_statistics_table extends flexible_table {
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/** @var stdClass the quiz settings. */
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protected $quiz;
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/** @var integer the quiz course_module id. */
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protected $cmid;
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/**
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* Constructor.
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*/
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public function __construct() {
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parent::__construct('mod-quiz-report-statistics-report');
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}
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/**
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* Set up the columns and headers and other properties of the table and then
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* call flexible_table::setup() method.
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*
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* @param stdClass $quiz the quiz settings
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* @param int $cmid the quiz course_module id
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* @param moodle_url $reporturl the URL to redisplay this report.
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* @param int $s number of attempts included in the statistics.
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*/
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public function statistics_setup($quiz, $cmid, $reporturl, $s) {
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$this->quiz = $quiz;
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$this->cmid = $cmid;
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// Define the table columns.
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$columns = [];
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$headers = [];
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$columns[] = 'number';
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$headers[] = get_string('questionnumber', 'quiz_statistics');
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if (!$this->is_downloading()) {
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$columns[] = 'icon';
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$headers[] = '';
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$columns[] = 'actions';
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$headers[] = '';
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} else {
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$columns[] = 'qtype';
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$headers[] = get_string('questiontype', 'quiz_statistics');
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}
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$columns[] = 'name';
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$headers[] = get_string('questionname', 'quiz');
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$columns[] = 's';
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$headers[] = get_string('attempts', 'quiz_statistics');
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if ($s > 1) {
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$columns[] = 'facility';
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$headers[] = get_string('facility', 'quiz_statistics');
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$columns[] = 'sd';
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$headers[] = get_string('standarddeviationq', 'quiz_statistics');
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}
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$columns[] = 'random_guess_score';
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$headers[] = get_string('random_guess_score', 'quiz_statistics');
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$columns[] = 'intended_weight';
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$headers[] = get_string('intended_weight', 'quiz_statistics');
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$columns[] = 'effective_weight';
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$headers[] = get_string('effective_weight', 'quiz_statistics');
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$columns[] = 'discrimination_index';
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$headers[] = get_string('discrimination_index', 'quiz_statistics');
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$columns[] = 'discriminative_efficiency';
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$headers[] = get_string('discriminative_efficiency', 'quiz_statistics');
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$this->define_columns($columns);
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$this->define_headers($headers);
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$this->sortable(false);
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$this->column_class('s', 'numcol');
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$this->column_class('facility', 'numcol');
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$this->column_class('sd', 'numcol');
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$this->column_class('random_guess_score', 'numcol');
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$this->column_class('intended_weight', 'numcol');
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$this->column_class('effective_weight', 'numcol');
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$this->column_class('discrimination_index', 'numcol');
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$this->column_class('discriminative_efficiency', 'numcol');
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// Set up the table.
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$this->define_baseurl($reporturl->out());
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$this->collapsible(true);
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$this->set_attribute('id', 'questionstatistics');
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$this->set_attribute('class', 'generaltable generalbox boxaligncenter');
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parent::setup();
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}
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/**
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* Open a div tag to wrap statistics table.
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*/
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public function wrap_html_start() {
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// Horrible Moodle 2.0 wide-content work-around.
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if (!$this->is_downloading()) {
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echo html_writer::start_tag('div', ['id' => 'tablecontainer',
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'class' => 'statistics-tablecontainer']);
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}
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}
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/**
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* Close a statistics table div.
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*/
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public function wrap_html_finish() {
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if (!$this->is_downloading()) {
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echo html_writer::end_tag('div');
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}
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}
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/**
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* The question number.
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* @param \core_question\statistics\questions\calculated $questionstat stats for the question.
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* @return string contents of this table cell.
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*/
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protected function col_number($questionstat) {
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if ($this->is_calculated_question_summary($questionstat)) {
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return '';
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}
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if (!isset($questionstat->question->number)) {
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return '';
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}
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$number = $questionstat->question->number;
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if (isset($questionstat->subqdisplayorder)) {
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$number = $number . '.'.$questionstat->subqdisplayorder;
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}
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if ($questionstat->question->qtype != 'random' && !is_null($questionstat->variant)) {
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$number = $number . '.'.$questionstat->variant;
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}
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return $number;
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}
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/**
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* The question type icon.
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* @param \core_question\statistics\questions\calculated $questionstat stats for the question.
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* @return string contents of this table cell.
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*/
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protected function col_icon($questionstat) {
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if ($this->is_calculated_question_summary($questionstat)) {
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return '';
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} else {
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$questionobject = $questionstat->question;
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return print_question_icon($questionobject);
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}
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}
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/**
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* Actions that can be performed on the question by this user (e.g. edit or preview).
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* @param \core_question\statistics\questions\calculated $questionstat stats for the question.
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* @return string contents of this table cell.
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*/
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protected function col_actions($questionstat) {
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if ($this->is_calculated_question_summary($questionstat)) {
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return '';
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} else if ($questionstat->question->qtype === 'missingtype') {
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return '';
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} else {
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return quiz_question_action_icons($this->quiz, $this->cmid,
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$questionstat->question, $this->baseurl, $questionstat->variant);
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}
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}
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/**
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* The question type name.
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*
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* @param \core_question\statistics\questions\calculated $questionstat stats for the question.
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* @return string contents of this table cell.
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*/
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protected function col_qtype($questionstat) {
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return question_bank::get_qtype_name($questionstat->question->qtype);
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}
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/**
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* The question name.
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*
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* @param \core_question\statistics\questions\calculated $questionstat stats for the question.
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* @return string contents of this table cell.
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*/
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protected function col_name($questionstat) {
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$name = $questionstat->question->name;
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if (!is_null($questionstat->variant)) {
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$a = new stdClass();
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$a->name = $name;
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$a->variant = $questionstat->variant;
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$name = get_string('nameforvariant', 'quiz_statistics', $a);
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}
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if ($this->is_downloading()) {
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return $name;
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}
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$baseurl = new moodle_url($this->baseurl);
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if (!is_null($questionstat->variant)) {
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if ($questionstat->subquestion) {
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// Variant of a sub-question.
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$url = new moodle_url($baseurl, ['qid' => $questionstat->questionid, 'variant' => $questionstat->variant]);
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$name = html_writer::link($url, $name, ['title' => get_string('detailedanalysisforvariant',
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'quiz_statistics',
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$questionstat->variant)]);
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} else if ($questionstat->slot) {
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// Variant of a question in a slot.
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$url = new moodle_url($baseurl, ['slot' => $questionstat->slot, 'variant' => $questionstat->variant]);
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$name = html_writer::link($url, $name, ['title' => get_string('detailedanalysisforvariant',
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'quiz_statistics',
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$questionstat->variant)]);
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}
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} else {
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if ($questionstat->subquestion && !$questionstat->get_variants()) {
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// Sub question without variants.
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$url = new moodle_url($baseurl, ['qid' => $questionstat->questionid]);
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$name = html_writer::link($url, $name, ['title' => get_string('detailedanalysis', 'quiz_statistics')]);
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} else if ($baseurl->param('slot') === null && $questionstat->slot) {
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// Question in a slot, we are not on a page showing structural analysis of one slot,
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// we don't want linking on those pages.
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$number = $questionstat->question->number;
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$israndomquestion = $questionstat->question->qtype == 'random';
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$url = new moodle_url($baseurl, ['slot' => $questionstat->slot]);
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if ($this->is_calculated_question_summary($questionstat)) {
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// Only make the random question summary row name link to the slot structure
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// analysis page with specific text to clearly indicate the link to the user.
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// Random and variant question rows will render the name without a link to improve clarity
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// in the UI.
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$name = html_writer::div(get_string('rangeofvalues', 'quiz_statistics'));
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} else if (!$israndomquestion && !$questionstat->get_variants() && !$questionstat->get_sub_question_ids()) {
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// Question cannot be broken down into sub-questions or variants. Link will show response analysis page.
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$name = html_writer::link($url,
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$name,
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['title' => get_string('detailedanalysis', 'quiz_statistics')]);
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}
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}
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}
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if ($this->is_dubious_question($questionstat)) {
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$name = html_writer::tag('div', $name, ['class' => 'dubious']);
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}
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if ($this->is_calculated_question_summary($questionstat)) {
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$name .= html_writer::link($url, get_string('viewanalysis', 'quiz_statistics'));
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} else if (!empty($questionstat->minmedianmaxnotice)) {
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$name = get_string($questionstat->minmedianmaxnotice, 'quiz_statistics') . '<br />' . $name;
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}
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return $name;
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}
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/**
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* The number of attempts at this question.
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*
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* @param \core_question\statistics\questions\calculated $questionstat stats for the question.
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* @return string contents of this table cell.
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*/
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protected function col_s($questionstat) {
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if ($this->is_calculated_question_summary($questionstat)) {
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list($min, $max) = $questionstat->get_min_max_of('s');
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$min = $min ?: 0;
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$max = $max ?: 0;
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return $this->format_range($min, $max);
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} else if (!isset($questionstat->s)) {
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return 0;
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} else {
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return $questionstat->s;
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}
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}
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/**
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* The facility index (average fraction).
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* @param \core_question\statistics\questions\calculated $questionstat stats for the question.
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* @return string contents of this table cell.
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*/
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protected function col_facility($questionstat) {
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if ($this->is_calculated_question_summary($questionstat)) {
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list($min, $max) = $questionstat->get_min_max_of('facility');
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return $this->format_percentage_range($min, $max);
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} else if (is_null($questionstat->facility)) {
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return '';
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} else {
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return $this->format_percentage($questionstat->facility);
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}
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}
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/**
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* The standard deviation of the fractions.
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* @param \core_question\statistics\questions\calculated $questionstat stats for the question.
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* @return string contents of this table cell.
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*/
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protected function col_sd($questionstat) {
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if ($this->is_calculated_question_summary($questionstat)) {
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list($min, $max) = $questionstat->get_min_max_of('sd');
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return $this->format_percentage_range($min, $max);
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} else if (is_null($questionstat->sd) || $questionstat->maxmark == 0) {
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return '';
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} else {
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return $this->format_percentage($questionstat->sd / $questionstat->maxmark);
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}
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}
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/**
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350 |
* An estimate of the fraction a student would get by guessing randomly.
|
|
|
351 |
* @param \core_question\statistics\questions\calculated $questionstat stats for the question.
|
|
|
352 |
* @return string contents of this table cell.
|
|
|
353 |
*/
|
|
|
354 |
protected function col_random_guess_score($questionstat) {
|
|
|
355 |
if ($this->is_calculated_question_summary($questionstat)) {
|
|
|
356 |
list($min, $max) = $questionstat->get_min_max_of('randomguessscore');
|
|
|
357 |
return $this->format_percentage_range($min, $max);
|
|
|
358 |
} else if (is_null($questionstat->randomguessscore)) {
|
|
|
359 |
return '';
|
|
|
360 |
} else {
|
|
|
361 |
return $this->format_percentage($questionstat->randomguessscore);
|
|
|
362 |
}
|
|
|
363 |
}
|
|
|
364 |
|
|
|
365 |
/**
|
|
|
366 |
* The intended question weight. Maximum mark for the question as a percentage
|
|
|
367 |
* of maximum mark for the quiz. That is, the indended influence this question
|
|
|
368 |
* on the student's overall mark.
|
|
|
369 |
* @param \core_question\statistics\questions\calculated $questionstat stats for the question.
|
|
|
370 |
* @return string contents of this table cell.
|
|
|
371 |
*/
|
|
|
372 |
protected function col_intended_weight($questionstat) {
|
|
|
373 |
if ($this->is_calculated_question_summary($questionstat)) {
|
|
|
374 |
list($min, $max) = $questionstat->get_min_max_of('maxmark');
|
|
|
375 |
|
|
|
376 |
if (is_null($min) && is_null($max)) {
|
|
|
377 |
return '';
|
|
|
378 |
} else {
|
|
|
379 |
$min = quiz_report_scale_summarks_as_percentage($min, $this->quiz);
|
|
|
380 |
$max = quiz_report_scale_summarks_as_percentage($max, $this->quiz);
|
|
|
381 |
return $this->format_range($min, $max);
|
|
|
382 |
}
|
|
|
383 |
} else {
|
|
|
384 |
return quiz_report_scale_summarks_as_percentage($questionstat->maxmark, $this->quiz);
|
|
|
385 |
}
|
|
|
386 |
}
|
|
|
387 |
|
|
|
388 |
/**
|
|
|
389 |
* The effective question weight. That is, an estimate of the actual
|
|
|
390 |
* influence this question has on the student's overall mark.
|
|
|
391 |
* @param \core_question\statistics\questions\calculated $questionstat stats for the question.
|
|
|
392 |
* @return string contents of this table cell.
|
|
|
393 |
*/
|
|
|
394 |
protected function col_effective_weight($questionstat) {
|
|
|
395 |
global $OUTPUT;
|
|
|
396 |
|
|
|
397 |
if ($this->is_calculated_question_summary($questionstat)) {
|
|
|
398 |
list($min, $max) = $questionstat->get_min_max_of('effectiveweight');
|
|
|
399 |
|
|
|
400 |
if (is_null($min) && is_null($max)) {
|
|
|
401 |
return '';
|
|
|
402 |
} else {
|
|
|
403 |
list( , $negcovar) = $questionstat->get_min_max_of('negcovar');
|
|
|
404 |
if ($negcovar) {
|
|
|
405 |
$min = get_string('negcovar', 'quiz_statistics');
|
|
|
406 |
}
|
|
|
407 |
|
|
|
408 |
return $this->format_range($min, $max);
|
|
|
409 |
}
|
|
|
410 |
} else if (is_null($questionstat->effectiveweight)) {
|
|
|
411 |
return '';
|
|
|
412 |
} else if ($questionstat->negcovar) {
|
|
|
413 |
$negcovar = get_string('negcovar', 'quiz_statistics');
|
|
|
414 |
|
|
|
415 |
if (!$this->is_downloading()) {
|
|
|
416 |
$negcovar = html_writer::tag('div',
|
|
|
417 |
$negcovar . $OUTPUT->help_icon('negcovar', 'quiz_statistics'),
|
|
|
418 |
['class' => 'negcovar']);
|
|
|
419 |
}
|
|
|
420 |
|
|
|
421 |
return $negcovar;
|
|
|
422 |
} else {
|
|
|
423 |
return $this->format_percentage($questionstat->effectiveweight, false);
|
|
|
424 |
}
|
|
|
425 |
}
|
|
|
426 |
|
|
|
427 |
/**
|
|
|
428 |
* Discrimination index. This is the product moment correlation coefficient
|
|
|
429 |
* between the fraction for this question, and the average fraction for the
|
|
|
430 |
* other questions in this quiz.
|
|
|
431 |
* @param \core_question\statistics\questions\calculated $questionstat stats for the question.
|
|
|
432 |
* @return string contents of this table cell.
|
|
|
433 |
*/
|
|
|
434 |
protected function col_discrimination_index($questionstat) {
|
|
|
435 |
if ($this->is_calculated_question_summary($questionstat)) {
|
|
|
436 |
list($min, $max) = $questionstat->get_min_max_of('discriminationindex');
|
|
|
437 |
|
|
|
438 |
if (isset($max)) {
|
|
|
439 |
$min = $min ?: 0;
|
|
|
440 |
}
|
|
|
441 |
|
|
|
442 |
if (is_numeric($min)) {
|
|
|
443 |
$min = $this->format_percentage($min, false);
|
|
|
444 |
}
|
|
|
445 |
if (is_numeric($max)) {
|
|
|
446 |
$max = $this->format_percentage($max, false);
|
|
|
447 |
}
|
|
|
448 |
|
|
|
449 |
return $this->format_range($min, $max);
|
|
|
450 |
} else if (!is_numeric($questionstat->discriminationindex)) {
|
|
|
451 |
return $questionstat->discriminationindex;
|
|
|
452 |
} else {
|
|
|
453 |
return $this->format_percentage($questionstat->discriminationindex, false);
|
|
|
454 |
}
|
|
|
455 |
}
|
|
|
456 |
|
|
|
457 |
/**
|
|
|
458 |
* Discrimination efficiency, similar to, but different from, the Discrimination index.
|
|
|
459 |
*
|
|
|
460 |
* @param \core_question\statistics\questions\calculated $questionstat stats for the question.
|
|
|
461 |
* @return string contents of this table cell.
|
|
|
462 |
*/
|
|
|
463 |
protected function col_discriminative_efficiency($questionstat) {
|
|
|
464 |
if ($this->is_calculated_question_summary($questionstat)) {
|
|
|
465 |
list($min, $max) = $questionstat->get_min_max_of('discriminativeefficiency');
|
|
|
466 |
|
|
|
467 |
if (!is_numeric($min) && !is_numeric($max)) {
|
|
|
468 |
return '';
|
|
|
469 |
} else {
|
|
|
470 |
return $this->format_percentage_range($min, $max, false);
|
|
|
471 |
}
|
|
|
472 |
} else if (!is_numeric($questionstat->discriminativeefficiency)) {
|
|
|
473 |
return '';
|
|
|
474 |
} else {
|
|
|
475 |
return $this->format_percentage($questionstat->discriminativeefficiency, false);
|
|
|
476 |
}
|
|
|
477 |
}
|
|
|
478 |
|
|
|
479 |
/**
|
|
|
480 |
* This method encapsulates the test for wheter a question should be considered dubious.
|
|
|
481 |
* @param \core_question\statistics\questions\calculated $questionstat stats for the question.
|
|
|
482 |
* @return bool is this question possibly not pulling it's weight?
|
|
|
483 |
*/
|
|
|
484 |
protected function is_dubious_question($questionstat) {
|
|
|
485 |
if ($this->is_calculated_question_summary($questionstat)) {
|
|
|
486 |
// We only care about the minimum value here.
|
|
|
487 |
// If the minimum value is less than the threshold, then we know that there is at least one value below the threshold.
|
|
|
488 |
list($discriminativeefficiency) = $questionstat->get_min_max_of('discriminativeefficiency');
|
|
|
489 |
} else {
|
|
|
490 |
$discriminativeefficiency = $questionstat->discriminativeefficiency;
|
|
|
491 |
}
|
|
|
492 |
|
|
|
493 |
if (!is_numeric($discriminativeefficiency)) {
|
|
|
494 |
return false;
|
|
|
495 |
}
|
|
|
496 |
|
|
|
497 |
return $discriminativeefficiency < 15;
|
|
|
498 |
}
|
|
|
499 |
|
|
|
500 |
/**
|
|
|
501 |
* Check if the given stats object is an instance of calculated_question_summary.
|
|
|
502 |
*
|
|
|
503 |
* @param \core_question\statistics\questions\calculated $questionstat Stats object
|
|
|
504 |
* @return bool
|
|
|
505 |
*/
|
|
|
506 |
protected function is_calculated_question_summary($questionstat) {
|
|
|
507 |
return $questionstat instanceof calculated_question_summary;
|
|
|
508 |
}
|
|
|
509 |
|
|
|
510 |
/**
|
|
|
511 |
* Format inputs to represent a range between $min and $max.
|
|
|
512 |
* This function does not check if $min is less than $max or not.
|
|
|
513 |
* If both $min and $max are equal to null, this function returns an empty string.
|
|
|
514 |
*
|
|
|
515 |
* @param string|null $min The minimum value in the range
|
|
|
516 |
* @param string|null $max The maximum value in the range
|
|
|
517 |
* @return string
|
|
|
518 |
*/
|
|
|
519 |
protected function format_range(string $min = null, string $max = null) {
|
|
|
520 |
if (is_null($min) && is_null($max)) {
|
|
|
521 |
return '';
|
|
|
522 |
} else {
|
|
|
523 |
$a = new stdClass();
|
|
|
524 |
$a->min = $min;
|
|
|
525 |
$a->max = $max;
|
|
|
526 |
|
|
|
527 |
return get_string('rangebetween', 'quiz_statistics', $a);
|
|
|
528 |
}
|
|
|
529 |
}
|
|
|
530 |
|
|
|
531 |
/**
|
|
|
532 |
* Format a number to a localised percentage with specified decimal points.
|
|
|
533 |
*
|
|
|
534 |
* @param float $number The number being formatted
|
|
|
535 |
* @param bool $fraction An indicator for whether the number is a fraction or is already multiplied by 100
|
|
|
536 |
* @param int $decimals Sets the number of decimal points
|
|
|
537 |
* @return string
|
|
|
538 |
*/
|
|
|
539 |
protected function format_percentage(float $number, bool $fraction = true, int $decimals = 2) {
|
|
|
540 |
$coefficient = $fraction ? 100 : 1;
|
|
|
541 |
return get_string('percents', 'moodle', format_float($number * $coefficient, $decimals));
|
|
|
542 |
}
|
|
|
543 |
|
|
|
544 |
/**
|
|
|
545 |
* Format $min and $max to localised percentages and form a string that represents a range between them.
|
|
|
546 |
* This function does not check if $min is less than $max or not.
|
|
|
547 |
* If both $min and $max are equal to null, this function returns an empty string.
|
|
|
548 |
*
|
|
|
549 |
* @param float|null $min The minimum value of the range
|
|
|
550 |
* @param float|null $max The maximum value of the range
|
|
|
551 |
* @param bool $fraction An indicator for whether min and max are a fractions or are already multiplied by 100
|
|
|
552 |
* @param int $decimals Sets the number of decimal points
|
|
|
553 |
* @return string A formatted string that represents a range between $min to $max.
|
|
|
554 |
*/
|
|
|
555 |
protected function format_percentage_range(float $min = null, float $max = null, bool $fraction = true, int $decimals = 2) {
|
|
|
556 |
if (is_null($min) && is_null($max)) {
|
|
|
557 |
return '';
|
|
|
558 |
} else {
|
|
|
559 |
$min = $min ?: 0;
|
|
|
560 |
$max = $max ?: 0;
|
|
|
561 |
return $this->format_range(
|
|
|
562 |
$this->format_percentage($min, $fraction, $decimals),
|
|
|
563 |
$this->format_percentage($max, $fraction, $decimals)
|
|
|
564 |
);
|
|
|
565 |
}
|
|
|
566 |
}
|
|
|
567 |
}
|