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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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* Moodle course analysable
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*
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* @package core_analytics
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* @copyright 2016 David Monllao {@link http://www.davidmonllao.com}
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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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namespace core_analytics;
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defined('MOODLE_INTERNAL') || die();
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require_once($CFG->dirroot . '/course/lib.php');
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require_once($CFG->dirroot . '/lib/gradelib.php');
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require_once($CFG->dirroot . '/lib/enrollib.php');
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/**
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* Moodle course analysable
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*
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* @package core_analytics
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* @copyright 2016 David Monllao {@link http://www.davidmonllao.com}
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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 course implements \core_analytics\analysable {
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/**
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* @var bool Has this course data been already loaded.
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*/
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protected $loaded = false;
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/**
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* @var int $cachedid self::$cachedinstance analysable id.
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*/
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protected static $cachedid = 0;
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/**
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* @var \core_analytics\course $cachedinstance
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*/
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protected static $cachedinstance = null;
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/**
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* Course object
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*
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* @var \stdClass
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*/
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protected $course = null;
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/**
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* The course context.
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*
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* @var \context_course
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*/
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protected $coursecontext = null;
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/**
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* The course activities organized by activity type.
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*
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* @var array
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*/
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protected $courseactivities = array();
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/**
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* Course start time.
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*
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* @var int
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*/
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protected $starttime = null;
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/**
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* Has the course already started?
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*
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* @var bool
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*/
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protected $started = null;
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/**
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* Course end time.
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*
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* @var int
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*/
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protected $endtime = null;
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/**
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* Is the course finished?
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*
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* @var bool
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*/
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protected $finished = null;
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/**
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* Course students ids.
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*
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* @var int[]
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*/
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protected $studentids = [];
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/**
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* Course teachers ids
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*
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* @var int[]
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*/
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protected $teacherids = [];
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/**
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* Cached copy of the total number of logs in the course.
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*
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* @var int
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*/
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protected $ntotallogs = null;
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/** @var int Store current Unix timestamp. */
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protected int $now = 0;
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/**
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* Course manager constructor.
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*
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* Use self::instance() instead to get cached copies of the course. Instances obtained
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* through this constructor will not be cached.
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*
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* @param int|\stdClass $course Course id or mdl_course record
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* @param \context|null $context
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* @return void
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*/
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public function __construct($course, ?\context $context = null) {
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if (is_scalar($course)) {
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$this->course = new \stdClass();
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$this->course->id = $course;
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} else {
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$this->course = $course;
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}
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if (!is_null($context)) {
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$this->coursecontext = $context;
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}
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}
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/**
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* Returns an analytics course instance.
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*
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* Lazy load of course data, students and teachers.
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*
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* @param int|\stdClass $course Course object or course id
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* @param \context|null $context
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* @return \core_analytics\course
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*/
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public static function instance($course, ?\context $context = null) {
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$courseid = $course;
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if (!is_scalar($courseid)) {
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$courseid = $course->id;
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}
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if (self::$cachedid === $courseid) {
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return self::$cachedinstance;
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}
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$cachedinstance = new \core_analytics\course($course, $context);
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self::$cachedinstance = $cachedinstance;
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self::$cachedid = (int)$courseid;
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return self::$cachedinstance;
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}
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/**
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* get_id
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*
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* @return int
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*/
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public function get_id() {
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return $this->course->id;
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}
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/**
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* Loads the analytics course object.
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*
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* @return void
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*/
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protected function load() {
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// The instance constructor could be already loaded with the full course object. Using shortname
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// because it is a required course field.
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if (empty($this->course->shortname)) {
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$this->course = get_course($this->course->id);
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}
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$this->coursecontext = $this->get_context();
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$this->now = time();
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// Get the course users, including users assigned to student and teacher roles at an higher context.
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$cache = \cache::make_from_params(\cache_store::MODE_REQUEST, 'core_analytics', 'rolearchetypes');
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// Flag the instance as loaded.
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$this->loaded = true;
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if (!$studentroles = $cache->get('student')) {
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$studentroles = array_keys(get_archetype_roles('student'));
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$cache->set('student', $studentroles);
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}
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$this->studentids = $this->get_user_ids($studentroles);
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if (!$teacherroles = $cache->get('teacher')) {
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$teacherroles = array_keys(get_archetype_roles('editingteacher') + get_archetype_roles('teacher'));
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$cache->set('teacher', $teacherroles);
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}
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$this->teacherids = $this->get_user_ids($teacherroles);
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}
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/**
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* The course short name
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*
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* @return string
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*/
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public function get_name() {
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return format_string($this->get_course_data()->shortname, true, array('context' => $this->get_context()));
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}
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/**
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* get_context
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*
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* @return \context
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*/
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public function get_context() {
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if ($this->coursecontext === null) {
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$this->coursecontext = \context_course::instance($this->course->id);
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}
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return $this->coursecontext;
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}
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/**
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* Get the course start timestamp.
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*
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* @return int Timestamp or 0 if has not started yet.
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*/
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public function get_start() {
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if ($this->starttime !== null) {
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return $this->starttime;
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}
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// The field always exist but may have no valid if the course is created through a sync process.
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if (!empty($this->get_course_data()->startdate)) {
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$this->starttime = (int)$this->get_course_data()->startdate;
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} else {
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$this->starttime = 0;
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}
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return $this->starttime;
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}
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/**
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* Guesses the start of the course based on students' activity and enrolment start dates.
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*
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* @return int
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*/
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public function guess_start() {
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global $DB;
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if (!$this->get_total_logs()) {
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// Can't guess.
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return 0;
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}
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if (!$logstore = \core_analytics\manager::get_analytics_logstore()) {
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return 0;
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}
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// We first try to find current course student logs.
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$firstlogs = array();
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foreach ($this->get_students() as $studentid) {
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// Grrr, we are limited by logging API, we could do this easily with a
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// select min(timecreated) from xx where courseid = yy group by userid.
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// Filters based on the premise that more than 90% of people will be using
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// standard logstore, which contains a userid, contextlevel, contextinstanceid index.
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$select = "userid = :userid AND contextlevel = :contextlevel AND contextinstanceid = :contextinstanceid";
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$params = array('userid' => $studentid, 'contextlevel' => CONTEXT_COURSE, 'contextinstanceid' => $this->get_id());
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$events = $logstore->get_events_select($select, $params, 'timecreated ASC', 0, 1);
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if ($events) {
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$event = reset($events);
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$firstlogs[] = $event->timecreated;
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}
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}
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if (empty($firstlogs)) {
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// Can't guess if no student accesses.
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return 0;
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}
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sort($firstlogs);
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$firstlogsmedian = $this->median($firstlogs);
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$studentenrolments = enrol_get_course_users($this->get_id(), $this->get_students());
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if (empty($studentenrolments)) {
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return 0;
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}
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$enrolstart = array();
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foreach ($studentenrolments as $studentenrolment) {
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$enrolstart[] = ($studentenrolment->uetimestart) ? $studentenrolment->uetimestart : $studentenrolment->uetimecreated;
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}
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sort($enrolstart);
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$enrolstartmedian = $this->median($enrolstart);
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return intval(($enrolstartmedian + $firstlogsmedian) / 2);
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}
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/**
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* Get the course end timestamp.
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*
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* @return int Timestamp or 0 if time end was not set.
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*/
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public function get_end() {
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global $DB;
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if ($this->endtime !== null) {
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return $this->endtime;
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}
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// The enddate field is only available from Moodle 3.2 (MDL-22078).
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if (!empty($this->get_course_data()->enddate)) {
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$this->endtime = (int)$this->get_course_data()->enddate;
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return $this->endtime;
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}
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return 0;
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}
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/**
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* Get the course end timestamp.
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*
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* @return int Timestamp, \core_analytics\analysable::MAX_TIME if we don't know but ongoing and 0 if we can not work it out.
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*/
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public function guess_end() {
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global $DB;
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if ($this->get_total_logs() === 0) {
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// No way to guess if there are no logs.
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$this->endtime = 0;
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return $this->endtime;
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}
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list($filterselect, $filterparams) = $this->course_students_query_filter('ula');
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// Consider the course open if there are still student accesses.
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$monthsago = time() - (WEEKSECS * 4 * 2);
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$select = $filterselect . ' AND timeaccess > :timeaccess';
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$params = $filterparams + array('timeaccess' => $monthsago);
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$sql = "SELECT DISTINCT timeaccess FROM {user_lastaccess} ula
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JOIN {enrol} e ON e.courseid = ula.courseid
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JOIN {user_enrolments} ue ON e.id = ue.enrolid AND ue.userid = ula.userid
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WHERE $select";
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if ($records = $DB->get_records_sql($sql, $params)) {
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return 0;
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}
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$sql = "SELECT DISTINCT timeaccess FROM {user_lastaccess} ula
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JOIN {enrol} e ON e.courseid = ula.courseid
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JOIN {user_enrolments} ue ON e.id = ue.enrolid AND ue.userid = ula.userid
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WHERE $filterselect AND ula.timeaccess != 0
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ORDER BY timeaccess DESC";
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$studentlastaccesses = $DB->get_fieldset_sql($sql, $filterparams);
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if (empty($studentlastaccesses)) {
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return 0;
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}
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383 |
sort($studentlastaccesses);
|
|
|
384 |
|
|
|
385 |
return $this->median($studentlastaccesses);
|
|
|
386 |
}
|
|
|
387 |
|
|
|
388 |
/**
|
|
|
389 |
* Returns a course plain object.
|
|
|
390 |
*
|
|
|
391 |
* @return \stdClass
|
|
|
392 |
*/
|
|
|
393 |
public function get_course_data() {
|
|
|
394 |
|
|
|
395 |
if (!$this->loaded) {
|
|
|
396 |
$this->load();
|
|
|
397 |
}
|
|
|
398 |
|
|
|
399 |
return $this->course;
|
|
|
400 |
}
|
|
|
401 |
|
|
|
402 |
/**
|
|
|
403 |
* Has the course started?
|
|
|
404 |
*
|
|
|
405 |
* @return bool
|
|
|
406 |
*/
|
|
|
407 |
public function was_started() {
|
|
|
408 |
|
|
|
409 |
if ($this->started === null) {
|
|
|
410 |
if ($this->get_start() === 0 || $this->now < $this->get_start()) {
|
|
|
411 |
// Not yet started.
|
|
|
412 |
$this->started = false;
|
|
|
413 |
} else {
|
|
|
414 |
$this->started = true;
|
|
|
415 |
}
|
|
|
416 |
}
|
|
|
417 |
|
|
|
418 |
return $this->started;
|
|
|
419 |
}
|
|
|
420 |
|
|
|
421 |
/**
|
|
|
422 |
* Has the course finished?
|
|
|
423 |
*
|
|
|
424 |
* @return bool
|
|
|
425 |
*/
|
|
|
426 |
public function is_finished() {
|
|
|
427 |
|
|
|
428 |
if ($this->finished === null) {
|
|
|
429 |
$endtime = $this->get_end();
|
|
|
430 |
if ($endtime === 0 || $this->now < $endtime) {
|
|
|
431 |
// It is not yet finished or no idea when it finishes.
|
|
|
432 |
$this->finished = false;
|
|
|
433 |
} else {
|
|
|
434 |
$this->finished = true;
|
|
|
435 |
}
|
|
|
436 |
}
|
|
|
437 |
|
|
|
438 |
return $this->finished;
|
|
|
439 |
}
|
|
|
440 |
|
|
|
441 |
/**
|
|
|
442 |
* Returns a list of user ids matching the specified roles in this course.
|
|
|
443 |
*
|
|
|
444 |
* @param array $roleids
|
|
|
445 |
* @return array
|
|
|
446 |
*/
|
|
|
447 |
public function get_user_ids($roleids) {
|
|
|
448 |
|
|
|
449 |
// We need to index by ra.id as a user may have more than 1 $roles role.
|
|
|
450 |
$records = get_role_users($roleids, $this->get_context(), true, 'ra.id, u.id AS userid, r.id AS roleid', 'ra.id ASC');
|
|
|
451 |
|
|
|
452 |
// If a user have more than 1 $roles role array_combine will discard the duplicate.
|
|
|
453 |
$callable = array($this, 'filter_user_id');
|
|
|
454 |
$userids = array_values(array_map($callable, $records));
|
|
|
455 |
return array_combine($userids, $userids);
|
|
|
456 |
}
|
|
|
457 |
|
|
|
458 |
/**
|
|
|
459 |
* Returns the course students.
|
|
|
460 |
*
|
|
|
461 |
* @return int[]
|
|
|
462 |
*/
|
|
|
463 |
public function get_students() {
|
|
|
464 |
|
|
|
465 |
if (!$this->loaded) {
|
|
|
466 |
$this->load();
|
|
|
467 |
}
|
|
|
468 |
|
|
|
469 |
return $this->studentids;
|
|
|
470 |
}
|
|
|
471 |
|
|
|
472 |
/**
|
|
|
473 |
* Returns the total number of student logs in the course
|
|
|
474 |
*
|
|
|
475 |
* @return int
|
|
|
476 |
*/
|
|
|
477 |
public function get_total_logs() {
|
|
|
478 |
global $DB;
|
|
|
479 |
|
|
|
480 |
// No logs if no students.
|
|
|
481 |
if (empty($this->get_students())) {
|
|
|
482 |
return 0;
|
|
|
483 |
}
|
|
|
484 |
|
|
|
485 |
if ($this->ntotallogs === null) {
|
|
|
486 |
list($filterselect, $filterparams) = $this->course_students_query_filter();
|
|
|
487 |
if (!$logstore = \core_analytics\manager::get_analytics_logstore()) {
|
|
|
488 |
$this->ntotallogs = 0;
|
|
|
489 |
} else {
|
|
|
490 |
$this->ntotallogs = $logstore->get_events_select_count($filterselect, $filterparams);
|
|
|
491 |
}
|
|
|
492 |
}
|
|
|
493 |
|
|
|
494 |
return $this->ntotallogs;
|
|
|
495 |
}
|
|
|
496 |
|
|
|
497 |
/**
|
|
|
498 |
* Returns all the activities of the provided type the course has.
|
|
|
499 |
*
|
|
|
500 |
* @param string $activitytype
|
|
|
501 |
* @return array
|
|
|
502 |
*/
|
|
|
503 |
public function get_all_activities($activitytype) {
|
|
|
504 |
|
|
|
505 |
// Using is set because we set it to false if there are no activities.
|
|
|
506 |
if (!isset($this->courseactivities[$activitytype])) {
|
|
|
507 |
$modinfo = get_fast_modinfo($this->get_course_data(), -1);
|
|
|
508 |
$instances = $modinfo->get_instances_of($activitytype);
|
|
|
509 |
|
|
|
510 |
if ($instances) {
|
|
|
511 |
$this->courseactivities[$activitytype] = array();
|
|
|
512 |
foreach ($instances as $instance) {
|
|
|
513 |
// By context.
|
|
|
514 |
$this->courseactivities[$activitytype][$instance->context->id] = $instance;
|
|
|
515 |
}
|
|
|
516 |
} else {
|
|
|
517 |
$this->courseactivities[$activitytype] = false;
|
|
|
518 |
}
|
|
|
519 |
}
|
|
|
520 |
|
|
|
521 |
return $this->courseactivities[$activitytype];
|
|
|
522 |
}
|
|
|
523 |
|
|
|
524 |
/**
|
|
|
525 |
* Returns the course students grades.
|
|
|
526 |
*
|
|
|
527 |
* @param array $courseactivities
|
|
|
528 |
* @return array
|
|
|
529 |
*/
|
|
|
530 |
public function get_student_grades($courseactivities) {
|
|
|
531 |
|
|
|
532 |
if (empty($courseactivities)) {
|
|
|
533 |
return array();
|
|
|
534 |
}
|
|
|
535 |
|
|
|
536 |
$grades = array();
|
|
|
537 |
foreach ($courseactivities as $contextid => $instance) {
|
|
|
538 |
$gradesinfo = grade_get_grades($this->course->id, 'mod', $instance->modname, $instance->instance, $this->studentids);
|
|
|
539 |
|
|
|
540 |
// Sort them by activity context and user.
|
|
|
541 |
if ($gradesinfo && $gradesinfo->items) {
|
|
|
542 |
foreach ($gradesinfo->items as $gradeitem) {
|
|
|
543 |
foreach ($gradeitem->grades as $userid => $grade) {
|
|
|
544 |
if (empty($grades[$contextid][$userid])) {
|
|
|
545 |
// Initialise it as array because a single activity can have multiple grade items (e.g. workshop).
|
|
|
546 |
$grades[$contextid][$userid] = array();
|
|
|
547 |
}
|
|
|
548 |
$grades[$contextid][$userid][$gradeitem->id] = $grade;
|
|
|
549 |
}
|
|
|
550 |
}
|
|
|
551 |
}
|
|
|
552 |
}
|
|
|
553 |
|
|
|
554 |
return $grades;
|
|
|
555 |
}
|
|
|
556 |
|
|
|
557 |
/**
|
|
|
558 |
* Used by get_user_ids to extract the user id.
|
|
|
559 |
*
|
|
|
560 |
* @param \stdClass $record
|
|
|
561 |
* @return int The user id.
|
|
|
562 |
*/
|
|
|
563 |
protected function filter_user_id($record) {
|
|
|
564 |
return $record->userid;
|
|
|
565 |
}
|
|
|
566 |
|
|
|
567 |
/**
|
|
|
568 |
* Returns the average time between 2 timestamps.
|
|
|
569 |
*
|
|
|
570 |
* @param int $start
|
|
|
571 |
* @param int $end
|
|
|
572 |
* @return array [starttime, averagetime, endtime]
|
|
|
573 |
*/
|
|
|
574 |
protected function update_loop_times($start, $end) {
|
|
|
575 |
$avg = intval(($start + $end) / 2);
|
|
|
576 |
return array($start, $avg, $end);
|
|
|
577 |
}
|
|
|
578 |
|
|
|
579 |
/**
|
|
|
580 |
* Returns the query and params used to filter the logstore by this course students.
|
|
|
581 |
*
|
|
|
582 |
* @param string $prefix
|
|
|
583 |
* @return array
|
|
|
584 |
*/
|
|
|
585 |
protected function course_students_query_filter($prefix = false) {
|
|
|
586 |
global $DB;
|
|
|
587 |
|
|
|
588 |
if ($prefix) {
|
|
|
589 |
$prefix = $prefix . '.';
|
|
|
590 |
}
|
|
|
591 |
|
|
|
592 |
// Check the amount of student logs in the 4 previous weeks.
|
|
|
593 |
list($studentssql, $studentsparams) = $DB->get_in_or_equal($this->get_students(), SQL_PARAMS_NAMED);
|
|
|
594 |
$filterselect = $prefix . 'courseid = :courseid AND ' . $prefix . 'userid ' . $studentssql;
|
|
|
595 |
$filterparams = array('courseid' => $this->course->id) + $studentsparams;
|
|
|
596 |
|
|
|
597 |
return array($filterselect, $filterparams);
|
|
|
598 |
}
|
|
|
599 |
|
|
|
600 |
/**
|
|
|
601 |
* Calculate median
|
|
|
602 |
*
|
|
|
603 |
* Keys are ignored.
|
|
|
604 |
*
|
|
|
605 |
* @param int[]|float[] $values Sorted array of values
|
|
|
606 |
* @return int
|
|
|
607 |
*/
|
|
|
608 |
protected function median($values) {
|
|
|
609 |
$count = count($values);
|
|
|
610 |
|
|
|
611 |
if ($count === 1) {
|
|
|
612 |
return reset($values);
|
|
|
613 |
}
|
|
|
614 |
|
|
|
615 |
$middlevalue = (int)floor(($count - 1) / 2);
|
|
|
616 |
|
|
|
617 |
if ($count % 2) {
|
|
|
618 |
// Odd number, middle is the median.
|
|
|
619 |
$median = $values[$middlevalue];
|
|
|
620 |
} else {
|
|
|
621 |
// Even number, calculate avg of 2 medians.
|
|
|
622 |
$low = $values[$middlevalue];
|
|
|
623 |
$high = $values[$middlevalue + 1];
|
|
|
624 |
$median = (($low + $high) / 2);
|
|
|
625 |
}
|
|
|
626 |
return intval($median);
|
|
|
627 |
}
|
|
|
628 |
}
|