has_assessment = false; $item->ai_input_tokens = 0; $item->ai_output_tokens = 0; $item->ai_total_tokens = 0; $item->ai_cost_usd = 0.0; $item->ai_tokens_by_provider = ['openai' => 0, 'grok' => 0, 'groq' => 0, 'gemini' => 0]; $answers = json_decode((string) ($item->answers ?? ''), true); if (!is_array($answers)) { continue; } foreach ($answers as $answer) { if (!is_array($answer)) { continue; } // Manual assessment and AI both save awarded_points in the answer JSON. if (array_key_exists('awarded_points', $answer)) { $item->has_assessment = true; } $usages = $answer['ai_usage_history'] ?? (isset($answer['ai_usage']) ? [$answer['ai_usage']] : []); if (!is_array($usages)) { continue; } foreach ($usages as $usage) { if (!is_array($usage)) { continue; } $item->ai_input_tokens += (int) ($usage['input_tokens'] ?? 0); $item->ai_output_tokens += (int) ($usage['output_tokens'] ?? 0); $item->ai_total_tokens += (int) ($usage['total_tokens'] ?? 0); $provider = (string) ($usage['provider'] ?? ''); if (isset($item->ai_tokens_by_provider[$provider])) { $item->ai_tokens_by_provider[$provider] += (int) ($usage['total_tokens'] ?? 0); } if (is_numeric($usage['cost_usd'] ?? null)) { $item->ai_cost_usd += (float) $usage['cost_usd']; } } } } return $items; } public function getAiUsageTotals(): array { $db = Factory::getContainer()->get('DatabaseDriver'); $query = clone $this->getListQuery(); $query->clear('select')->clear('order')->select($db->quoteName('r.answers')); $answersRows = $db->setQuery($query)->loadColumn(); $emptyProviderTotals = ['input_tokens' => 0, 'output_tokens' => 0, 'total_tokens' => 0, 'cost_usd' => 0.0]; $totals = [ 'input_tokens' => 0, 'output_tokens' => 0, 'total_tokens' => 0, 'cost_usd' => 0.0, 'providers' => ['openai' => $emptyProviderTotals, 'grok' => $emptyProviderTotals, 'groq' => $emptyProviderTotals, 'gemini' => $emptyProviderTotals], ]; foreach ($answersRows as $answersJson) { $answers = json_decode((string) $answersJson, true); if (!is_array($answers)) { continue; } foreach ($answers as $answer) { if (!is_array($answer)) { continue; } $usages = $answer['ai_usage_history'] ?? (isset($answer['ai_usage']) ? [$answer['ai_usage']] : []); if (!is_array($usages)) { continue; } foreach ($usages as $usage) { if (!is_array($usage)) { continue; } $totals['input_tokens'] += (int) ($usage['input_tokens'] ?? 0); $totals['output_tokens'] += (int) ($usage['output_tokens'] ?? 0); $totals['total_tokens'] += (int) ($usage['total_tokens'] ?? 0); if (is_numeric($usage['cost_usd'] ?? null)) { $totals['cost_usd'] += (float) $usage['cost_usd']; } $provider = (string) ($usage['provider'] ?? ''); if (isset($totals['providers'][$provider])) { $totals['providers'][$provider]['input_tokens'] += (int) ($usage['input_tokens'] ?? 0); $totals['providers'][$provider]['output_tokens'] += (int) ($usage['output_tokens'] ?? 0); $totals['providers'][$provider]['total_tokens'] += (int) ($usage['total_tokens'] ?? 0); if (is_numeric($usage['cost_usd'] ?? null)) { $totals['providers'][$provider]['cost_usd'] += (float) $usage['cost_usd']; } } } } } return $totals; } protected function populateState($ordering = 'r.created', $direction = 'desc') { parent::populateState($ordering, $direction); $this->setState('filter.search', $this->getUserStateFromRequest($this->context . '.filter.search', 'filter_search', '', 'string')); $this->setState('filter.set_id', $this->getUserStateFromRequest($this->context . '.filter.set_id', 'filter_set_id', 0, 'int')); $this->setState('filter.date_from', $this->getUserStateFromRequest($this->context . '.filter.date_from', 'filter_date_from', '', 'string')); $this->setState('filter.date_to', $this->getUserStateFromRequest($this->context . '.filter.date_to', 'filter_date_to', '', 'string')); } protected function getListQuery() { $db = Factory::getContainer()->get('DatabaseDriver'); $query = $db->getQuery(true) ->select(['r.*', 's.title AS set_title', 'sub.title AS subject_title']) ->from($db->quoteName('#__testquestions_results', 'r')) ->leftJoin($db->quoteName('#__testquestions_sets', 's') . ' ON s.id = r.set_id') ->leftJoin($db->quoteName('#__testquestions_subjects', 'sub') . ' ON sub.id = s.subject_id'); $search = trim((string) $this->getState('filter.search')); if ($search !== '') { $needle = $db->quote('%' . $db->escape($search, true) . '%', false); $query->where('(r.participant_name LIKE ' . $needle . ' OR s.title LIKE ' . $needle . ')'); } $setId = (int) $this->getState('filter.set_id'); if ($setId > 0) { $query->where('r.set_id = ' . $setId); } $dateFrom = (string) $this->getState('filter.date_from'); if (preg_match('/^\d{4}-\d{2}-\d{2}$/', $dateFrom)) { $query->where('r.created >= ' . $db->quote($dateFrom . ' 00:00:00')); } $dateTo = (string) $this->getState('filter.date_to'); if (preg_match('/^\d{4}-\d{2}-\d{2}$/', $dateTo)) { $query->where('r.created <= ' . $db->quote($dateTo . ' 23:59:59')); } return $query->order('r.created DESC, r.id DESC'); } public function getSets(): array { $db = Factory::getContainer()->get('DatabaseDriver'); return $db->setQuery( $db->getQuery(true) ->select(['s.id', 's.title', 's.published', 'sub.title AS subject_title']) ->from($db->quoteName('#__testquestions_sets', 's')) ->leftJoin($db->quoteName('#__testquestions_subjects', 'sub') . ' ON sub.id = s.subject_id') ->order('sub.title ASC, s.title ASC, s.id ASC') )->loadObjectList(); } }