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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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* Calculable dataset items abstract class.
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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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/**
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* Calculable dataset items abstract class.
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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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abstract class calculable {
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/**
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* Neutral calculation outcome.
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*/
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const OUTCOME_NEUTRAL = 0;
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/**
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* Very positive calculation outcome.
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*/
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const OUTCOME_VERY_POSITIVE = 1;
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/**
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* Positive calculation outcome.
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*/
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const OUTCOME_OK = 2;
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/**
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* Negative calculation outcome.
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*/
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const OUTCOME_NEGATIVE = 3;
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/**
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* Very negative calculation outcome.
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*/
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const OUTCOME_VERY_NEGATIVE = 4;
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/**
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* @var array[]
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*/
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protected $sampledata = array();
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/**
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* @var \core_analytics\calculation_info|null
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*/
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protected $calculationinfo = null;
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/**
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* Returns a lang_string object representing the name for the indicator or target.
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*
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* Used as column identificator.
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*
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* If there is a corresponding '_help' string this will be shown as well.
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*
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* @return \lang_string
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*/
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abstract public static function get_name(): \lang_string;
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/**
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* The class id is the calculable class full qualified class name.
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*
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* @return string
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*/
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public function get_id() {
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// Using get_class as get_component_classes_in_namespace returns double escaped fully qualified class names.
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return '\\' . get_class($this);
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}
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/**
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* add_sample_data
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*
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* @param array $data
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* @return void
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*/
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public function add_sample_data($data) {
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$this->sampledata = $this->array_merge_recursive_keep_keys($this->sampledata, $data);
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}
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/**
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* clear_sample_data
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*
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* @return void
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*/
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public function clear_sample_data() {
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$this->sampledata = array();
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}
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/**
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* Returns the visible value of the calculated value.
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*
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* @param float $value
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* @param string|false $subtype
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* @return string
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*/
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public function get_display_value($value, $subtype = false) {
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return $value;
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}
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/**
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* Returns how good the calculated value is.
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*
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* Use one of \core_analytics\calculable::OUTCOME_* values.
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*
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* @param float $value
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* @param string|false $subtype
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* @return int
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*/
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abstract public function get_calculation_outcome($value, $subtype = false);
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/**
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* Retrieve the specified element associated to $sampleid.
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*
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* @param string $elementname
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* @param int $sampleid
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* @return \stdClass|false An \stdClass object or false if it can not be found.
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*/
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protected function retrieve($elementname, $sampleid) {
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if (empty($this->sampledata[$sampleid]) || empty($this->sampledata[$sampleid][$elementname])) {
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// We don't throw an exception because indicators should be able to
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// try multiple tables until they find something they can use.
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return false;
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}
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return $this->sampledata[$sampleid][$elementname];
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}
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/**
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* Adds info related to the current calculation for later use when generating insights.
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*
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* Note that the data in $info array is reused across multiple samples, if you want to add data just for this
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* sample you can use the sample id as key.
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*
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* Please, note that you should be careful with how much data you add here as it can kill the server memory.
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*
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* @param int $sampleid The sample id this data is associated with
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* @param array $info The data. Indexed by an id unique across the site. E.g. an activity id.
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* @return null
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*/
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final protected function add_shared_calculation_info(int $sampleid, array $info) {
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if (is_null($this->calculationinfo)) {
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// Lazy loading.
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$this->calculationinfo = new \core_analytics\calculation_info();
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}
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$this->calculationinfo->add_shared($sampleid, $info);
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}
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/**
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* Stores in MUC the previously added data and it associates it to the provided $calculable.
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*
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* Flagged as final as we don't want people to extend this, it is likely to be moved to \core_analytics\calculable
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*
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* @param \core_analytics\local\time_splitting\base $timesplitting
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* @param int $rangeindex
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* @return null
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*/
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final public function save_calculation_info(\core_analytics\local\time_splitting\base $timesplitting, int $rangeindex) {
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if (!is_null($this->calculationinfo)) {
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$this->calculationinfo->save($this, $timesplitting, $rangeindex);
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}
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}
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/**
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* Returns the number of weeks a time range contains.
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*
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* Useful for calculations that depend on the time range duration. Note that it returns
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* a float, rounding the float may lead to inaccurate results.
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*
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* @param int $starttime
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* @param int $endtime
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* @return float
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*/
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protected function get_time_range_weeks_number($starttime, $endtime) {
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if ($endtime <= $starttime) {
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throw new \coding_exception('End time timestamp should be greater than start time.');
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}
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$starttimedt = new \DateTime();
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$starttimedt->setTimestamp($starttime);
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$starttimedt->setTimezone(new \DateTimeZone('UTC'));
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$endtimedt = new \DateTime();
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$endtimedt->setTimestamp($endtime);
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$endtimedt->setTimezone(new \DateTimeZone('UTC'));
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$diff = $endtimedt->getTimestamp() - $starttimedt->getTimestamp();
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return $diff / WEEKSECS;
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}
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/**
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* Limits the calculated value to the minimum and maximum values.
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*
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* @param float $calculatedvalue
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* @return float|null
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*/
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protected function limit_value($calculatedvalue) {
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return max(min($calculatedvalue, static::get_max_value()), static::get_min_value());
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}
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/**
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* Classifies the provided value into the provided range according to the ranges predicates.
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*
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* Use:
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* - eq as 'equal'
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* - ne as 'not equal'
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* - lt as 'lower than'
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* - le as 'lower or equal than'
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* - gt as 'greater than'
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* - ge as 'greater or equal than'
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*
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* @throws \coding_exception
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* @param int|float $value
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* @param array $ranges e.g. [ ['lt', 20], ['ge', 20] ]
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* @return float
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*/
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protected function classify_value($value, $ranges) {
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// To automatically return calculated values from min to max values.
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$rangeweight = (static::get_max_value() - static::get_min_value()) / (count($ranges) - 1);
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foreach ($ranges as $key => $range) {
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$match = false;
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if (count($range) != 2) {
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throw new \coding_exception('classify_value() $ranges array param should contain 2 items, the predicate ' .
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'e.g. greater (gt), lower or equal (le)... and the value.');
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}
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list($predicate, $rangevalue) = $range;
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switch ($predicate) {
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case 'eq':
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if ($value == $rangevalue) {
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$match = true;
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}
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break;
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case 'ne':
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if ($value != $rangevalue) {
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$match = true;
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}
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break;
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case 'lt':
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if ($value < $rangevalue) {
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$match = true;
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}
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break;
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case 'le':
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if ($value <= $rangevalue) {
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$match = true;
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}
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break;
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case 'gt':
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if ($value > $rangevalue) {
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$match = true;
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}
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break;
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case 'ge':
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if ($value >= $rangevalue) {
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$match = true;
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}
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break;
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default:
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throw new \coding_exception('Unrecognised predicate ' . $predicate . '. Please use eq, ne, lt, le, ge or gt.');
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}
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// Calculate and return a linear calculated value for the provided value.
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if ($match) {
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return round(static::get_min_value() + ($rangeweight * $key), 2);
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}
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}
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throw new \coding_exception('The provided value "' . $value . '" can not be fit into any of the provided ranges, you ' .
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'should provide ranges for all possible values.');
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}
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/**
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* Merges arrays recursively keeping the same keys the original arrays have.
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*
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* @link http://php.net/manual/es/function.array-merge-recursive.php#114818
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* @return array
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*/
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private function array_merge_recursive_keep_keys() {
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$arrays = func_get_args();
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$base = array_shift($arrays);
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foreach ($arrays as $array) {
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reset($base);
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foreach ($array as $key => $value) {
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if (is_array($value) && !empty($base[$key]) && is_array($base[$key])) {
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$base[$key] = $this->array_merge_recursive_keep_keys($base[$key], $value);
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} else {
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if (isset($base[$key]) && is_int($key)) {
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$key++;
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}
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$base[$key] = $value;
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}
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}
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}
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return $base;
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}
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}
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