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           efrain | 
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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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           270 | 
                * 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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           274 | 
               public function guess_start() {
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           275 | 
                   global $DB;
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           276 | 
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            | 
           277 | 
                   if (!$this->get_total_logs()) {
  | 
        
        
            | 
            | 
           278 | 
                       // Can't guess.
  | 
        
        
            | 
            | 
           279 | 
                       return 0;
  | 
        
        
            | 
            | 
           280 | 
                   }
  | 
        
        
            | 
            | 
           281 | 
              | 
        
        
            | 
            | 
           282 | 
                   if (!$logstore = \core_analytics\manager::get_analytics_logstore()) {
  | 
        
        
            | 
            | 
           283 | 
                       return 0;
  | 
        
        
            | 
            | 
           284 | 
                   }
  | 
        
        
            | 
            | 
           285 | 
              | 
        
        
            | 
            | 
           286 | 
                   // We first try to find current course student logs.
  | 
        
        
            | 
            | 
           287 | 
                   $firstlogs = array();
  | 
        
        
            | 
            | 
           288 | 
                   foreach ($this->get_students() as $studentid) {
  | 
        
        
            | 
            | 
           289 | 
                       // Grrr, we are limited by logging API, we could do this easily with a
  | 
        
        
            | 
            | 
           290 | 
                       // select min(timecreated) from xx where courseid = yy group by userid.
  | 
        
        
            | 
            | 
           291 | 
              | 
        
        
            | 
            | 
           292 | 
                       // Filters based on the premise that more than 90% of people will be using
  | 
        
        
            | 
            | 
           293 | 
                       // standard logstore, which contains a userid, contextlevel, contextinstanceid index.
  | 
        
        
            | 
            | 
           294 | 
                       $select = "userid = :userid AND contextlevel = :contextlevel AND contextinstanceid = :contextinstanceid";
  | 
        
        
            | 
            | 
           295 | 
                       $params = array('userid' => $studentid, 'contextlevel' => CONTEXT_COURSE, 'contextinstanceid' => $this->get_id());
  | 
        
        
            | 
            | 
           296 | 
                       $events = $logstore->get_events_select($select, $params, 'timecreated ASC', 0, 1);
  | 
        
        
            | 
            | 
           297 | 
                       if ($events) {
  | 
        
        
            | 
            | 
           298 | 
                           $event = reset($events);
  | 
        
        
            | 
            | 
           299 | 
                           $firstlogs[] = $event->timecreated;
  | 
        
        
            | 
            | 
           300 | 
                       }
  | 
        
        
            | 
            | 
           301 | 
                   }
  | 
        
        
            | 
            | 
           302 | 
                   if (empty($firstlogs)) {
  | 
        
        
            | 
            | 
           303 | 
                       // Can't guess if no student accesses.
  | 
        
        
            | 
            | 
           304 | 
                       return 0;
  | 
        
        
            | 
            | 
           305 | 
                   }
  | 
        
        
            | 
            | 
           306 | 
              | 
        
        
            | 
            | 
           307 | 
                   sort($firstlogs);
  | 
        
        
            | 
            | 
           308 | 
                   $firstlogsmedian = $this->median($firstlogs);
  | 
        
        
            | 
            | 
           309 | 
              | 
        
        
            | 
            | 
           310 | 
                   $studentenrolments = enrol_get_course_users($this->get_id(), $this->get_students());
  | 
        
        
            | 
            | 
           311 | 
                   if (empty($studentenrolments)) {
  | 
        
        
            | 
            | 
           312 | 
                       return 0;
  | 
        
        
            | 
            | 
           313 | 
                   }
  | 
        
        
            | 
            | 
           314 | 
              | 
        
        
            | 
            | 
           315 | 
                   $enrolstart = array();
  | 
        
        
            | 
            | 
           316 | 
                   foreach ($studentenrolments as $studentenrolment) {
  | 
        
        
            | 
            | 
           317 | 
                       $enrolstart[] = ($studentenrolment->uetimestart) ? $studentenrolment->uetimestart : $studentenrolment->uetimecreated;
  | 
        
        
            | 
            | 
           318 | 
                   }
  | 
        
        
            | 
            | 
           319 | 
                   sort($enrolstart);
  | 
        
        
            | 
            | 
           320 | 
                   $enrolstartmedian = $this->median($enrolstart);
  | 
        
        
            | 
            | 
           321 | 
              | 
        
        
            | 
            | 
           322 | 
                   return intval(($enrolstartmedian + $firstlogsmedian) / 2);
  | 
        
        
            | 
            | 
           323 | 
               }
  | 
        
        
            | 
            | 
           324 | 
              | 
        
        
            | 
            | 
           325 | 
               /**
  | 
        
        
            | 
            | 
           326 | 
                * Get the course end timestamp.
  | 
        
        
            | 
            | 
           327 | 
                *
  | 
        
        
            | 
            | 
           328 | 
                * @return int Timestamp or 0 if time end was not set.
  | 
        
        
            | 
            | 
           329 | 
                */
  | 
        
        
            | 
            | 
           330 | 
               public function get_end() {
  | 
        
        
            | 
            | 
           331 | 
                   global $DB;
  | 
        
        
            | 
            | 
           332 | 
              | 
        
        
            | 
            | 
           333 | 
                   if ($this->endtime !== null) {
  | 
        
        
            | 
            | 
           334 | 
                       return $this->endtime;
  | 
        
        
            | 
            | 
           335 | 
                   }
  | 
        
        
            | 
            | 
           336 | 
              | 
        
        
            | 
            | 
           337 | 
                   // The enddate field is only available from Moodle 3.2 (MDL-22078).
  | 
        
        
            | 
            | 
           338 | 
                   if (!empty($this->get_course_data()->enddate)) {
  | 
        
        
            | 
            | 
           339 | 
                       $this->endtime = (int)$this->get_course_data()->enddate;
  | 
        
        
            | 
            | 
           340 | 
                       return $this->endtime;
  | 
        
        
            | 
            | 
           341 | 
                   }
  | 
        
        
            | 
            | 
           342 | 
              | 
        
        
            | 
            | 
           343 | 
                   return 0;
  | 
        
        
            | 
            | 
           344 | 
               }
  | 
        
        
            | 
            | 
           345 | 
              | 
        
        
            | 
            | 
           346 | 
               /**
  | 
        
        
            | 
            | 
           347 | 
                * Get the course end timestamp.
  | 
        
        
            | 
            | 
           348 | 
                *
  | 
        
        
            | 
            | 
           349 | 
                * @return int Timestamp, \core_analytics\analysable::MAX_TIME if we don't know but ongoing and 0 if we can not work it out.
  | 
        
        
            | 
            | 
           350 | 
                */
  | 
        
        
            | 
            | 
           351 | 
               public function guess_end() {
  | 
        
        
            | 
            | 
           352 | 
                   global $DB;
  | 
        
        
            | 
            | 
           353 | 
              | 
        
        
            | 
            | 
           354 | 
                   if ($this->get_total_logs() === 0) {
  | 
        
        
            | 
            | 
           355 | 
                       // No way to guess if there are no logs.
  | 
        
        
            | 
            | 
           356 | 
                       $this->endtime = 0;
  | 
        
        
            | 
            | 
           357 | 
                       return $this->endtime;
  | 
        
        
            | 
            | 
           358 | 
                   }
  | 
        
        
            | 
            | 
           359 | 
              | 
        
        
            | 
            | 
           360 | 
                   list($filterselect, $filterparams) = $this->course_students_query_filter('ula');
  | 
        
        
            | 
            | 
           361 | 
              | 
        
        
            | 
            | 
           362 | 
                   // Consider the course open if there are still student accesses.
  | 
        
        
            | 
            | 
           363 | 
                   $monthsago = time() - (WEEKSECS * 4 * 2);
  | 
        
        
            | 
            | 
           364 | 
                   $select = $filterselect . ' AND timeaccess > :timeaccess';
  | 
        
        
            | 
            | 
           365 | 
                   $params = $filterparams + array('timeaccess' => $monthsago);
  | 
        
        
            | 
            | 
           366 | 
                   $sql = "SELECT DISTINCT timeaccess FROM {user_lastaccess} ula
  | 
        
        
            | 
            | 
           367 | 
                             JOIN {enrol} e ON e.courseid = ula.courseid
  | 
        
        
            | 
            | 
           368 | 
                             JOIN {user_enrolments} ue ON e.id = ue.enrolid AND ue.userid = ula.userid
  | 
        
        
            | 
            | 
           369 | 
                            WHERE $select";
  | 
        
        
            | 
            | 
           370 | 
                   if ($records = $DB->get_records_sql($sql, $params)) {
  | 
        
        
            | 
            | 
           371 | 
                       return 0;
  | 
        
        
            | 
            | 
           372 | 
                   }
  | 
        
        
            | 
            | 
           373 | 
              | 
        
        
            | 
            | 
           374 | 
                   $sql = "SELECT DISTINCT timeaccess FROM {user_lastaccess} ula
  | 
        
        
            | 
            | 
           375 | 
                             JOIN {enrol} e ON e.courseid = ula.courseid
  | 
        
        
            | 
            | 
           376 | 
                             JOIN {user_enrolments} ue ON e.id = ue.enrolid AND ue.userid = ula.userid
  | 
        
        
            | 
            | 
           377 | 
                            WHERE $filterselect AND ula.timeaccess != 0
  | 
        
        
            | 
            | 
           378 | 
                            ORDER BY timeaccess DESC";
  | 
        
        
            | 
            | 
           379 | 
                   $studentlastaccesses = $DB->get_fieldset_sql($sql, $filterparams);
  | 
        
        
            | 
            | 
           380 | 
                   if (empty($studentlastaccesses)) {
  | 
        
        
            | 
            | 
           381 | 
                       return 0;
  | 
        
        
            | 
            | 
           382 | 
                   }
  | 
        
        
            | 
            | 
           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 | 
           }
  |