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local	[ DIR ]	drwxr-xr-x
privacy	[ DIR ]	drwxr-xr-x
action.php	3.39 KB	-rw-r--r--
admin_setting_predictor.php	2.55 KB	-rw-r--r--
analysable.php	1.87 KB	-rw-r--r--
analysis.php	37.08 KB	-rw-r--r--
bulk_action.php	2.45 KB	-rw-r--r--
calculable.php	10.32 KB	-rw-r--r--
calculation_info.php	6.43 KB	-rw-r--r--
classifier.php	2.26 KB	-rw-r--r--
course.php	17.7 KB	-rw-r--r--
dataset_manager.php	14.28 KB	-rw-r--r--
default_bulk_actions.php	4.29 KB	-rw-r--r--
insights_generator.php	9.79 KB	-rw-r--r--
manager.php	36.32 KB	-rw-r--r--
model.php	71.19 KB	-rw-r--r--
model_config.php	11.05 KB	-rw-r--r--
packable.php	2 KB	-rw-r--r--
prediction.php	7.59 KB	-rw-r--r--
prediction_action.php	3.43 KB	-rw-r--r--
predictor.php	2.62 KB	-rw-r--r--
regressor.php	2.26 KB	-rw-r--r--
requirements_exception.php	1.22 KB	-rw-r--r--
site.php	2.47 KB	-rw-r--r--
stats.php	2.38 KB	-rw-r--r--
user.php	4.73 KB	-rw-r--r--

Code Editor : calculable.php

<?php
// This file is part of Moodle - http://moodle.org/
//
// Moodle is free software: you can redistribute it and/or modify
// it under the terms of the GNU General Public License as published by
// the Free Software Foundation, either version 3 of the License, or
// (at your option) any later version.
//
// Moodle is distributed in the hope that it will be useful,
// but WITHOUT ANY WARRANTY; without even the implied warranty of
// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
// GNU General Public License for more details.
//
// You should have received a copy of the GNU General Public License
// along with Moodle.  If not, see <http://www.gnu.org/licenses/>.

/**
 * Calculable dataset items abstract class.
 *
 * @package   core_analytics
 * @copyright 2016 David Monllao {@link http://www.davidmonllao.com}
 * @license   http://www.gnu.org/copyleft/gpl.html GNU GPL v3 or later
 */

namespace core_analytics;

defined('MOODLE_INTERNAL') || die();

/**
     * Neutral calculation outcome.
     */
    const OUTCOME_NEUTRAL = 0;

/**
     * Very positive calculation outcome.
     */
    const OUTCOME_VERY_POSITIVE = 1;

/**
     * Positive calculation outcome.
     */
    const OUTCOME_OK = 2;

/**
     * Negative calculation outcome.
     */
    const OUTCOME_NEGATIVE = 3;

/**
     * Very negative calculation outcome.
     */
    const OUTCOME_VERY_NEGATIVE = 4;

/**
     * @var array[]
     */
    protected $sampledata = array();

/**
     * @var \core_analytics\calculation_info|null
     */
    protected $calculationinfo = null;

/**
     * Returns a lang_string object representing the name for the indicator or target.
     *
     * Used as column identificator.
     *
     * If there is a corresponding '_help' string this will be shown as well.
     *
     * @return \lang_string
     */
    public static abstract function get_name() : \lang_string;

/**
     * The class id is the calculable class full qualified class name.
     *
     * @return string
     */
    public function get_id() {
        // Using get_class as get_component_classes_in_namespace returns double escaped fully qualified class names.
        return '\\' . get_class($this);
    }

/**
     * add_sample_data
     *
     * @param array $data
     * @return void
     */
    public function add_sample_data($data) {
        $this->sampledata = $this->array_merge_recursive_keep_keys($this->sampledata, $data);
    }

/**
     * clear_sample_data
     *
     * @return void
     */
    public function clear_sample_data() {
        $this->sampledata = array();
    }

/**
     * Returns the visible value of the calculated value.
     *
     * @param float $value
     * @param string|false $subtype
     * @return string
     */
    public function get_display_value($value, $subtype = false) {
        return $value;
    }

/**
     * Returns how good the calculated value is.
     *
     * Use one of \core_analytics\calculable::OUTCOME_* values.
     *
     * @param float $value
     * @param string|false $subtype
     * @return int
     */
    abstract public function get_calculation_outcome($value, $subtype = false);

/**
     * Retrieve the specified element associated to $sampleid.
     *
     * @param string $elementname
     * @param int $sampleid
     * @return \stdClass|false An \stdClass object or false if it can not be found.
     */
    protected function retrieve($elementname, $sampleid) {
        if (empty($this->sampledata[$sampleid]) || empty($this->sampledata[$sampleid][$elementname])) {
            // We don't throw an exception because indicators should be able to
            // try multiple tables until they find something they can use.
            return false;
        }
        return $this->sampledata[$sampleid][$elementname];
    }

/**
     * Adds info related to the current calculation for later use when generating insights.
     *
     * Note that the data in $info array is reused across multiple samples, if you want to add data just for this
     * sample you can use the sample id as key.
     *
     * Please, note that you should be careful with how much data you add here as it can kill the server memory.
     *
     * @param  int      $sampleid       The sample id this data is associated with
     * @param  array    $info           The data. Indexed by an id unique across the site. E.g. an activity id.
     * @return null
     */
    protected final function add_shared_calculation_info(int $sampleid, array $info) {
        if (is_null($this->calculationinfo)) {
            // Lazy loading.
            $this->calculationinfo = new \core_analytics\calculation_info();
        }

$this->calculationinfo->add_shared($sampleid, $info);
    }

/**
     * Stores in MUC the previously added data and it associates it to the provided $calculable.
     *
     * Flagged as final as we don't want people to extend this, it is likely to be moved to \core_analytics\calculable
     *
     * @param  \core_analytics\local\time_splitting\base $timesplitting
     * @param  int                                       $rangeindex
     * @return null
     */
    public final function save_calculation_info(\core_analytics\local\time_splitting\base $timesplitting, int $rangeindex) {
        if (!is_null($this->calculationinfo)) {
            $this->calculationinfo->save($this, $timesplitting, $rangeindex);
        }
    }

/**
     * Returns the number of weeks a time range contains.
     *
     * Useful for calculations that depend on the time range duration. Note that it returns
     * a float, rounding the float may lead to inaccurate results.
     *
     * @param int $starttime
     * @param int $endtime
     * @return float
     */
    protected function get_time_range_weeks_number($starttime, $endtime) {
        if ($endtime <= $starttime) {
            throw new \coding_exception('End time timestamp should be greater than start time.');
        }

$starttimedt = new \DateTime();
        $starttimedt->setTimestamp($starttime);
        $starttimedt->setTimezone(new \DateTimeZone('UTC'));
        $endtimedt = new \DateTime();
        $endtimedt->setTimestamp($endtime);
        $endtimedt->setTimezone(new \DateTimeZone('UTC'));

$diff = $endtimedt->getTimestamp() - $starttimedt->getTimestamp();
        return $diff / WEEKSECS;
    }

/**
     * Limits the calculated value to the minimum and maximum values.
     *
     * @param float $calculatedvalue
     * @return float|null
     */
    protected function limit_value($calculatedvalue) {
        return max(min($calculatedvalue, static::get_max_value()), static::get_min_value());
    }

/**
     * Classifies the provided value into the provided range according to the ranges predicates.
     *
     * Use:
     * - eq as 'equal'
     * - ne as 'not equal'
     * - lt as 'lower than'
     * - le as 'lower or equal than'
     * - gt as 'greater than'
     * - ge as 'greater or equal than'
     *
     * @throws \coding_exception
     * @param int|float $value
     * @param array $ranges e.g. [ ['lt', 20], ['ge', 20] ]
     * @return float
     */
    protected function classify_value($value, $ranges) {

// To automatically return calculated values from min to max values.
        $rangeweight = (static::get_max_value() - static::get_min_value()) / (count($ranges) - 1);

foreach ($ranges as $key => $range) {

$match = false;

if (count($range) != 2) {
                throw new \coding_exception('classify_value() $ranges array param should contain 2 items, the predicate ' .
                    'e.g. greater (gt), lower or equal (le)... and the value.');
            }

list($predicate, $rangevalue) = $range;

switch ($predicate) {
                case 'eq':
                    if ($value == $rangevalue) {
                        $match = true;
                    }
                    break;
                case 'ne':
                    if ($value != $rangevalue) {
                        $match = true;
                    }
                    break;
                case 'lt':
                    if ($value < $rangevalue) {
                        $match = true;
                    }
                    break;
                case 'le':
                    if ($value <= $rangevalue) {
                        $match = true;
                    }
                    break;
                case 'gt':
                    if ($value > $rangevalue) {
                        $match = true;
                    }
                    break;
                case 'ge':
                    if ($value >= $rangevalue) {
                        $match = true;
                    }
                    break;
                default:
                    throw new \coding_exception('Unrecognised predicate ' . $predicate . '. Please use eq, ne, lt, le, ge or gt.');
            }

// Calculate and return a linear calculated value for the provided value.
            if ($match) {
                return round(static::get_min_value() + ($rangeweight * $key), 2);
            }
        }

throw new \coding_exception('The provided value "' . $value . '" can not be fit into any of the provided ranges, you ' .
            'should provide ranges for all possible values.');
    }

/**
     * Merges arrays recursively keeping the same keys the original arrays have.
     *
     * @link http://php.net/manual/es/function.array-merge-recursive.php#114818
     * @return array
     */
    private function array_merge_recursive_keep_keys() {
        $arrays = func_get_args();
        $base = array_shift($arrays);

foreach ($arrays as $array) {
            reset($base);
            foreach ($array as $key => $value) {
                if (is_array($value) && !empty($base[$key]) && is_array($base[$key])) {
                    $base[$key] = $this->array_merge_recursive_keep_keys($base[$key], $value);
                } else {
                    if (isset($base[$key]) && is_int($key)) {
                        $key++;
                    }
                    $base[$key] = $value;
                }
            }
        }

return $base;
    }
}

${this.title}

Code Editor : calculable.php