__  __    __   __  _____      _            _          _____ _          _ _ 
 |  \/  |   \ \ / / |  __ \    (_)          | |        / ____| |        | | |
 | \  / |_ __\ V /  | |__) | __ ___   ____ _| |_ ___  | (___ | |__   ___| | |
 | |\/| | '__|> <   |  ___/ '__| \ \ / / _` | __/ _ \  \___ \| '_ \ / _ \ | |
 | |  | | |_ / . \  | |   | |  | |\ V / (_| | ||  __/  ____) | | | |  __/ | |
 |_|  |_|_(_)_/ \_\ |_|   |_|  |_| \_/ \__,_|\__\___| |_____/|_| |_|\___V 2.1
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<?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/>.

/**
 * Model-related actions.
 *
 * @package    tool_analytics
 * @copyright  2017 David Monllao {@link http://www.davidmonllao.com}
 * @license    http://www.gnu.org/copyleft/gpl.html GNU GPL v3 or later
 */

require_once(__DIR__ . '/../../../config.php');
require_once($CFG->libdir . '/filelib.php');

$id = required_param('id', PARAM_INT);
$action = required_param('action', PARAM_ALPHANUMEXT);

require_login();

$model = new \core_analytics\model($id);
\core_analytics\manager::check_can_manage_models();

if (!\core_analytics\manager::is_analytics_enabled()) {
    $PAGE->set_context(\context_system::instance());
    $renderer = $PAGE->get_renderer('tool_analytics');
    echo $renderer->render_analytics_disabled();
    exit(0);
}

$returnurl = new \moodle_url('/admin/tool/analytics/index.php');
$params = array('id' => $id, 'action' => $action);
$url = new \moodle_url('/admin/tool/analytics/model.php', $params);

switch ($action) {

    case 'edit':
        $title = get_string('editmodel', 'tool_analytics', $model->get_name());
        break;
    case 'evaluate':
        $title = get_string('evaluatemodel', 'tool_analytics');
        break;
    case 'scheduledanalysis':
        $title = get_string('analysis', 'tool_analytics');
        break;
    case 'log':
        $title = get_string('viewlog', 'tool_analytics');
        break;
    case 'enable':
        $title = get_string('enable');
        break;
    case 'disable':
        $title = get_string('disable');
        break;
    case 'delete':
        $title = get_string('delete');
        break;
    case 'exportdata':
        $title = get_string('exporttrainingdata', 'tool_analytics');
        break;
    case 'exportmodel':
        $title = get_string('exportmodel', 'tool_analytics');
        break;
    case 'clear':
        $title = get_string('clearpredictions', 'tool_analytics');
        break;
    case 'insightsreport':
        $title = get_string('insightsreport', 'tool_analytics');
        break;
    case 'invalidanalysables':
        $title = get_string('invalidanalysables', 'tool_analytics');
        break;
    default:
        throw new moodle_exception('errorunknownaction', 'analytics');
}

\tool_analytics\output\helper::set_navbar($title, $url);

$onlycli = get_config('analytics', 'onlycli');
if ($onlycli === false) {
    // Default applied if no config found.
    $onlycli = 1;
}

switch ($action) {

    case 'enable':
        require_sesskey();

        $model->enable();
        redirect($returnurl);
        break;

    case 'disable':
        require_sesskey();

        $model->update(0, false, false);
        redirect($returnurl);
        break;

    case 'delete':
        require_sesskey();

        $model->delete();
        redirect($returnurl);
        break;

    case 'edit':
        require_sesskey();

        $invalidcurrenttimesplitting = $model->invalid_timesplitting_selected();
        $potentialtimesplittings = $model->get_potential_timesplittings();

        $customdata = array(
            'id' => $model->get_id(),
            'trainedmodel' => $model->is_trained(),
            'staticmodel' => $model->is_static(),
            'invalidcurrenttimesplitting' => (!empty($invalidcurrenttimesplitting)),
            'targetclass' => $model->get_target()->get_id(),
            'targetname' => $model->get_target()->get_name(),
            'indicators' => $model->get_potential_indicators(),
            'timesplittings' => $potentialtimesplittings,
            'predictionprocessors' => \core_analytics\manager::get_all_prediction_processors(),
            'supportscontexts' => ($model->get_analyser(['notimesplitting' => true]))::context_restriction_support(),
            'contexts' => $model->get_contexts(),
        );
        $mform = new \tool_analytics\output\form\edit_model(null, $customdata);

        if ($mform->is_cancelled()) {
            redirect($returnurl);

        } else if ($data = $mform->get_data()) {

            $timesplitting = \tool_analytics\output\helper::option_to_class($data->timesplitting);

            if (!$model->is_static()) {
                // Converting option names to class names.
                $indicators = array();
                foreach ($data->indicators as $indicator) {
                    $indicatorclass = \tool_analytics\output\helper::option_to_class($indicator);
                    $indicators[] = \core_analytics\manager::get_indicator($indicatorclass);
                }
                $predictionsprocessor = \tool_analytics\output\helper::option_to_class($data->predictionsprocessor);
            } else {
                // These fields can not be modified.
                $indicators = false;
                $predictionsprocessor = false;
            }

            if (!isset($data->contexts)) {
                $data->contexts = null;
            }

            $model->update($data->enabled, $indicators, $timesplitting, $predictionsprocessor, $data->contexts);
            redirect($returnurl);
        }

        echo $OUTPUT->header();

        $modelobj = $model->get_model_obj();

        $callable = array('\tool_analytics\output\helper', 'class_to_option');
        $modelobj->indicators = array_map($callable, json_decode($modelobj->indicators));
        $modelobj->timesplitting = \tool_analytics\output\helper::class_to_option($modelobj->timesplitting);
        if ($modelobj->contextids) {
            $modelobj->contexts = array_map($callable, json_decode($modelobj->contextids));
        }
        $modelobj->predictionsprocessor = \tool_analytics\output\helper::class_to_option($modelobj->predictionsprocessor);
        $mform->set_data($modelobj);
        $mform->display();
        break;

    case 'evaluate':
        require_sesskey();

        if ($model->is_static()) {
            throw new moodle_exception('errornostaticevaluate', 'tool_analytics');
        }

        if ($onlycli) {
            throw new moodle_exception('erroronlycli', 'tool_analytics');
        }

        // Web interface is used by people who can not use CLI nor code stuff, always use
        // cached stuff as they will change the model through the web interface as well
        // which invalidates the previously analysed stuff.
        $options = ['reuseprevanalysed' => true];

        $mode = optional_param('mode', false, PARAM_ALPHANUM);
        if ($mode == 'trainedmodel') {
            $options['mode'] = 'trainedmodel';
        } else {

            // All is the default in core_analytics\model::evaluate() as well.
            $timesplitting = optional_param('timesplitting', 'all', PARAM_ALPHANUMEXT);
            if ($timesplitting === 'current') {
                $options['timesplitting'] = \core_analytics\manager::get_time_splitting($model->get_model_obj()->timesplitting);
            } else if ($timesplitting !== 'all') {
                $options['timesplitting'] = \core_analytics\manager::get_time_splitting(
                    \tool_analytics\output\helper::option_to_class($timesplitting)
                );
            }
        }

        $results = $model->evaluate($options);

        // We reset the theme and the output as some indicators may be using external functions
        // which reset $PAGE.
        \tool_analytics\output\helper::reset_page();
        echo $OUTPUT->header();

        $renderer = $PAGE->get_renderer('tool_analytics');
        echo $renderer->render_evaluate_results($results, $model->get_analyser()->get_logs());
        break;

    case 'scheduledanalysis':
        require_sesskey();

        if ($onlycli) {
            throw new moodle_exception('erroronlycli', 'tool_analytics');
        }

        $trainresults = $model->train();
        $trainlogs = $model->get_analyser()->get_logs();

        // Looks dumb to get a new instance but better be conservative.
        $model = new \core_analytics\model($model->get_model_obj());
        if ($model->is_trained()) {
            $predictresults = $model->predict();
            $predictlogs = $model->get_analyser()->get_logs();
        } else {
            $predictresults = false;
            $predictlogs = array();
        }

        // We reset the theme and the output as some indicators may be using external functions
        // which reset $PAGE.
        \tool_analytics\output\helper::reset_page();
        echo $OUTPUT->header();

        $renderer = $PAGE->get_renderer('tool_analytics');
        echo $renderer->render_get_predictions_results($trainresults, $trainlogs, $predictresults, $predictlogs);
        break;

    case 'log':
        echo $OUTPUT->header();

        if ($model->is_static()) {
            throw new moodle_exception('errornostaticlog', 'tool_analytics');
        }

        $renderer = $PAGE->get_renderer('tool_analytics');
        $modellogstable = new \tool_analytics\output\model_logs('model-' . $model->get_id(), $model);
        echo $renderer->render_table($modellogstable);
        break;

    case 'exportdata':

        if ($model->is_static() || !$model->is_trained()) {
            throw new moodle_exception('errornoexport', 'tool_analytics');
        }

        $file = $model->get_training_data();
        if (!$file) {
            redirect($returnurl, get_string('errortrainingdataexport', 'tool_analytics'),
                null, \core\output\notification::NOTIFY_ERROR);
        }

        $filename = 'training-data.' . $model->get_id() . '.' . time() . '.csv';
        send_file($file, $filename, null, 0, false, true);
        break;

    case 'exportmodel':

        $includeweights = optional_param('includeweights', 1, PARAM_INT);

        $zipfilename = 'model-' . $model->get_unique_id() . '-' . microtime(false) . '.zip';
        $zipfilepath = $model->export_model($zipfilename, $includeweights);
        send_temp_file($zipfilepath, $zipfilename);
        break;

    case 'clear':
        require_sesskey();

        $model->clear();
        redirect($returnurl);
        break;

    case 'insightsreport':

        $contextid = optional_param('contextid', null, PARAM_INT);

        echo $OUTPUT->header();

        $renderable = new \tool_analytics\output\insights_report($model, $contextid);
        $renderer = $PAGE->get_renderer('tool_analytics');
        echo $renderer->render($renderable);

        break;

    case 'invalidanalysables':

        echo $OUTPUT->header();

        $page = optional_param('page', 0, PARAM_INT);
        // No option in the UI to change this, only for url hackers ;).
        $perpage = optional_param('perpage', 10, PARAM_INT);

        $renderable = new \tool_analytics\output\invalid_analysables($model, $page, $perpage);
        $renderer = $PAGE->get_renderer('tool_analytics');
        echo $renderer->render($renderable);

        break;
}

echo $OUTPUT->footer();

Filemanager

Name Type Size Permission Actions
amd Folder 0777
classes Folder 0777
cli Folder 0777
db Folder 0777
lang Folder 0777
templates Folder 0777
tests Folder 0777
createmodel.php File 3.92 KB 0777
importmodel.php File 2.31 KB 0777
index.php File 1.29 KB 0777
model.php File 11.22 KB 0777
restoredefault.php File 3.14 KB 0777
settings.php File 1.19 KB 0777
version.php File 1.14 KB 0777
Filemanager