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Rev 1 Rev 1441
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class manager {
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class manager {
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    /**
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    /**
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     * Default mlbackend
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     * Default mlbackend
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     */
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     */
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    const DEFAULT_MLBACKEND = '\mlbackend_php\processor';
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    const DEFAULT_MLBACKEND = '\mlbackend_python\processor';
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    /**
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    /**
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     * Name of the file where components declare their models.
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     * Name of the file where components declare their models.
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     * @return bool
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     * @return bool
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     */
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     */
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    public static function is_mlbackend_used($plugin) {
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    public static function is_mlbackend_used($plugin) {
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        $models = self::get_all_models();
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        $models = self::get_all_models();
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        foreach ($models as $model) {
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        foreach ($models as $model) {
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            try {
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            $processor = $model->get_predictions_processor();
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                $processor = $model->get_predictions_processor();
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            $noprefixnamespace = ltrim(get_class($processor), '\\');
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                $noprefixnamespace = ltrim(get_class($processor), '\\');
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            $processorplugin = substr($noprefixnamespace, 0, strpos($noprefixnamespace, '\\'));
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                $processorplugin = substr($noprefixnamespace, 0, strpos($noprefixnamespace, '\\'));
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            if ($processorplugin == $plugin) {
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                if ($processorplugin == $plugin) {
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                return true;
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                    return true;
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                }
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            } catch (\Exception $e) {
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                // The model does not have a predictions processor.
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                continue;
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            }
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            }
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        }
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        }
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        // Default predictions processor.
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        // Default predictions processor.
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        return self::$alltimesplittings;
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        return self::$alltimesplittings;
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    }
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    }
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    /**
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     * @deprecated since Moodle 3.7 use get_time_splitting_methods_for_evaluation instead
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     */
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    public static function get_enabled_time_splitting_methods() {
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        throw new coding_exception(__FUNCTION__ . '() has been removed. You can use self::get_time_splitting_methods_for_evaluation if ' .
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            'you want to get the default time splitting methods for evaluation, or you can use self::get_all_time_splittings if ' .
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            'you want to get all the time splitting methods available on this site.');
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    }
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    /**
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    /**
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     * Returns the time-splitting methods for model evaluation.
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     * Returns the time-splitting methods for model evaluation.
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     *
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     *
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     * @param  bool $all Return all the time-splitting methods that can potentially be used for evaluation or the default ones.
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     * @param  bool $all Return all the time-splitting methods that can potentially be used for evaluation or the default ones.
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     * @throws \coding_exception
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     * @throws \coding_exception
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     * @param  \context $context
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     * @param  \context $context
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     * @param  int|null $newmodelid A new model to add to the list of models with insights in the provided context.
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     * @param  int|null $newmodelid A new model to add to the list of models with insights in the provided context.
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     * @return int[]
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     * @return int[]
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     */
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     */
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    public static function cached_models_with_insights(\context $context, int $newmodelid = null) {
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    public static function cached_models_with_insights(\context $context, ?int $newmodelid = null) {
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        $cache = \cache::make('core', 'contextwithinsights');
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        $cache = \cache::make('core', 'contextwithinsights');
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        $modelids = $cache->get($context->id);
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        $modelids = $cache->get($context->id);
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        if ($modelids === false) {
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        if ($modelids === false) {
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            if (!isset($model['enabled'])) {
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            if (!isset($model['enabled'])) {
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                $model['enabled'] = false;
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                $model['enabled'] = false;
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            } else {
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            } else {
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                $model['enabled'] = clean_param($model['enabled'], PARAM_BOOL);
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                $model['enabled'] = clean_param($model['enabled'], PARAM_BOOL);
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            }
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            }
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            // For the core models only, automatically remove references to modules that do not
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            // exist. This allows you to install without error if there are missing plugins.
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            if ($componentname === 'moodle') {
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                $updatedindicators = [];
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                $allmodules = [];
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                foreach ($model['indicators'] as $indicator) {
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                    if (preg_match('~^\\\\mod_([^\\\\]+)\\\\~', $indicator, $matches)) {
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                        if (!$allmodules) {
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                            // The first time, get all modules.
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                            $allmodules = \core\plugin_manager::instance()->get_present_plugins('mod');
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                        }
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                        if (!array_key_exists($matches[1], $allmodules)) {
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                            // Module does not exist, so skip indicator.
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                            continue;
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                        }
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                    }
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                    $updatedindicators[] = $indicator;
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                }
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                $model['indicators'] = $updatedindicators;
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            }
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        }
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        }
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        static::validate_models_declaration($models);
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        static::validate_models_declaration($models);
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     * @throws \coding_exception
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     * @throws \coding_exception
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     * @param  array|null $contextlevels The list of context levels provided by the analyser. Null if all of them.
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     * @param  array|null $contextlevels The list of context levels provided by the analyser. Null if all of them.
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     * @param  string|null $query
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     * @param  string|null $query
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     * @return array Associative array with contextid as key and the short version of the context name as value.
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     * @return array Associative array with contextid as key and the short version of the context name as value.
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     */
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     */
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    public static function get_potential_context_restrictions(?array $contextlevels = null, string $query = null) {
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    public static function get_potential_context_restrictions(?array $contextlevels = null, ?string $query = null) {
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        global $DB;
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        global $DB;
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 963 
 
947 
        if (empty($contextlevels) && !is_null($contextlevels)) {
 964 
        if (empty($contextlevels) && !is_null($contextlevels)) {
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            return false;
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            return false;