getMetricsRequiredForReport($metrics, $requestedColumns); $dataTable = $archive->getDataTableFromNumeric($columns); if (!empty($requestedColumns)) { $dataTable->queueFilter('ColumnDelete', [$columnsToRemove = [], $requestedColumns]); } return $dataTable; } /** * Returns a report about AI chatbot requests. * Depending on the provided secondary dimension the subtables will either contain all requested page urls or document urls. * * @param int|string|int[] $idSite Website ID(s) to query. * - Single site ID (e.g. 1) * - Multiple site IDs (e.g. [1, 4, 5]) * - Comma-separated list ("1,4,5") or "all" * @param 'day'|'week'|'month'|'year'|'range' $period The period to process, processes data for the period * containing the specified date. * @param string $date The date or date range to process. * 'YYYY-MM-DD', magic keywords (today, yesterday, lastWeek, lastMonth, lastYear), * or date range (ie, 'YYYY-MM-DD,YYYY-MM-DD', lastX, previousX). * @param bool $expanded Whether subtables should be expanded in the response. * @param bool $flat Whether subtable rows should be flattened into a single table. * @param 'pages'|'documents'|null $secondaryDimension Optional secondary dimension for subtable rows. * Use `pages` for page URLs or `documents` for document URLs. * @return DataTable|DataTable\Map Requests per AI chatbot for the selected secondary dimension. */ public function getAIChatbotRequests($idSite, string $period, string $date, bool $expanded = false, bool $flat = false, ?string $secondaryDimension = null): DataTableInterface { Piwik::checkUserHasViewAccess($idSite); $archiveName = Archiver::AI_CHATBOTS_PAGES_RECORD; if ($secondaryDimension === 'documents') { $archiveName = Archiver::AI_CHATBOTS_DOCUMENTS_RECORD; } $dataTable = Archive::createDataTableFromArchive($archiveName, $idSite, $period, $date, '', $expanded, $flat); // When flattening a report, remove all main table rows, where no subtable exists if ($flat) { $dataTable->filter(function (DataTable $table) { foreach ($table->getRows() as $key => $row) { if (!$row->getIdSubDataTable()) { $table->deleteRow($key); } } }); } $this->decorateAIChatbotLabels($dataTable); return $dataTable; } /** * Returns AI chatbot activity grouped by chatbot for a real-time lookback window. * * @param int|string|int[] $idSite Website ID(s) to query. * @param int|string $lastMinutes Number of minutes to look back from now. The value must stay * within the real-time safety window so the API cannot scan too * much raw data. * @return DataTable AI chatbot requests, unique page URLs, and error counts for the selected * real-time lookback window. */ public function getAIChatbotsRealTime($idSite, $lastMinutes = self::REAL_TIME_DEFAULT_LOOKBACK_MINUTES): DataTable { Piwik::checkUserHasViewAccess($idSite); [$startDate, $endDate] = $this->getRealTimeDateRange($lastMinutes); $idSites = Site::getIdSitesFromIdSitesString($idSite, false, true); $table = (new BotRequestsDao())->getAIChatbotActivityForDateRange($idSites, $startDate, $endDate); $this->decorateAIChatbotLabels($table); return $table; } /** * Returns page URLs requested by AI chatbots for a real-time lookback window. * * @param int|string|int[] $idSite Website ID(s) to query. * @param int|string $lastMinutes Number of minutes to look back from now. The value must stay * within the real-time safety window so the API cannot scan too * much raw data. * @return DataTable Flat page URL table ordered by chatbot requests for the selected real-time * lookback window. */ public function getTopPageUrlsRealTime($idSite, $lastMinutes = self::REAL_TIME_DEFAULT_LOOKBACK_MINUTES): DataTable { Piwik::checkUserHasViewAccess($idSite); [$startDate, $endDate] = $this->getRealTimeDateRange($lastMinutes); $idSites = Site::getIdSitesFromIdSitesString($idSite, false, true); $table = (new BotRequestsDao())->getAIChatbotTopPageUrlsForDateRange($idSites, $startDate, $endDate); return $this->decorateUrlLabels($table); } /** * Returns page URLs requested by a specific AI chatbot. * * @param int|string|int[] $idSite Website ID(s) to query. * - Single site ID (e.g. 1) * - Multiple site IDs (e.g. [1, 4, 5]) * - Comma-separated list ("1,4,5") or "all" * @param 'day'|'week'|'month'|'year'|'range' $period The period to process, processes data for the period * containing the specified date. * @param string $date The date or date range to process. * 'YYYY-MM-DD', magic keywords (today, yesterday, lastWeek, lastMonth, lastYear), * or date range (ie, 'YYYY-MM-DD,YYYY-MM-DD', lastX, previousX). * @param int $idSubtable Subtable ID for the AI chatbot row to expand. * @return DataTable|DataTable\Map Page URLs requested by the selected AI chatbot. */ public function getPageUrlsForAIChatbot($idSite, string $period, string $date, int $idSubtable): DataTableInterface { Piwik::checkUserHasViewAccess($idSite); return Archive::createDataTableFromArchive(Archiver::AI_CHATBOTS_PAGES_RECORD, $idSite, $period, $date, '', false, false, $idSubtable); } /** * Returns document URLs requested by a specific AI chatbot. * * @param int|string|int[] $idSite Website ID(s) to query. * - Single site ID (e.g. 1) * - Multiple site IDs (e.g. [1, 4, 5]) * - Comma-separated list ("1,4,5") or "all" * @param 'day'|'week'|'month'|'year'|'range' $period The period to process, processes data for the period * containing the specified date. * @param string $date The date or date range to process. * 'YYYY-MM-DD', magic keywords (today, yesterday, lastWeek, lastMonth, lastYear), * or date range (ie, 'YYYY-MM-DD,YYYY-MM-DD', lastX, previousX). * @param int $idSubtable Subtable ID for the AI chatbot row to expand. * @return DataTable|DataTable\Map Document URLs requested by the selected AI chatbot. */ public function getDocumentUrlsForAIChatbot($idSite, string $period, string $date, int $idSubtable): DataTableInterface { Piwik::checkUserHasViewAccess($idSite); return Archive::createDataTableFromArchive(Archiver::AI_CHATBOTS_DOCUMENTS_RECORD, $idSite, $period, $date, '', false, false, $idSubtable); } /** * Returns page URLs accessed by AI chatbots across all chatbots, with server time and response size metrics. * * @param int|string|int[] $idSite Website ID(s) to query. * - Single site ID (e.g. 1) * - Multiple site IDs (e.g. [1, 4, 5]) * - Comma-separated list ("1,4,5") or "all" * @param 'day'|'week'|'month'|'year'|'range' $period The period to process, processes data for the period * containing the specified date. * @param string $date The date or date range to process. * 'YYYY-MM-DD', magic keywords (today, yesterday, lastWeek, lastMonth, lastYear), * or date range (ie, 'YYYY-MM-DD,YYYY-MM-DD', lastX, previousX). * @return DataTable|DataTable\Map Flat table of page URLs with Requests, Avg. Server Time, and Avg. Response Size. */ public function getAIChatbotContentPages($idSite, string $period, string $date): DataTableInterface { Piwik::checkUserHasViewAccess($idSite); return Archive::createDataTableFromArchive(Archiver::AI_CHATBOTS_REQUESTED_PAGES_RECORD, $idSite, $period, $date, '', false, false); } /** * Returns document URLs accessed by AI chatbots across all chatbots, with server time and response size metrics. * * @param int|string|int[] $idSite Website ID(s) to query. * - Single site ID (e.g. 1) * - Multiple site IDs (e.g. [1, 4, 5]) * - Comma-separated list ("1,4,5") or "all" * @param 'day'|'week'|'month'|'year'|'range' $period The period to process, processes data for the period * containing the specified date. * @param string $date The date or date range to process. * 'YYYY-MM-DD', magic keywords (today, yesterday, lastWeek, lastMonth, lastYear), * or date range (ie, 'YYYY-MM-DD,YYYY-MM-DD', lastX, previousX). * @return DataTable|DataTable\Map Flat table of document URLs with Requests, Avg. Server Time, and Avg. Response Size. */ public function getAIChatbotContentDocuments($idSite, string $period, string $date): DataTableInterface { Piwik::checkUserHasViewAccess($idSite); return Archive::createDataTableFromArchive(Archiver::AI_CHATBOTS_REQUESTED_DOCUMENTS_RECORD, $idSite, $period, $date, '', false, false); } /** * Returns page and document URLs accessed by AI chatbots that returned HTTP errors (4xx/5xx). * * @param int|string|int[] $idSite Website ID(s) to query. * - Single site ID (e.g. 1) * - Multiple site IDs (e.g. [1, 4, 5]) * - Comma-separated list ("1,4,5") or "all" * @param 'day'|'week'|'month'|'year'|'range' $period The period to process, processes data for the period * containing the specified date. * @param string $date The date or date range to process. * 'YYYY-MM-DD', magic keywords (today, yesterday, lastWeek, lastMonth, lastYear), * or date range (ie, 'YYYY-MM-DD,YYYY-MM-DD', lastX, previousX). * @return DataTable|DataTable\Map Flat table of broken URLs with 5XX Requests and Page Not Found (404) Requests counts. */ public function getAIChatbotBrokenContent($idSite, string $period, string $date): DataTableInterface { Piwik::checkUserHasViewAccess($idSite); return Archive::createDataTableFromArchive(Archiver::AI_CHATBOTS_BROKEN_CONTENT_RECORD, $idSite, $period, $date, '', false, false); } /** * Returns page URLs visited far more by humans than requested by AI chatbots. * * Each row carries Unique Human Pageviews, AI Chatbot Requests and the Human-Favoured * Discrepancy Score (a bounded 0–100 index materialised on the table). * * Note: the "exclude low population" filter that the UI applies by default is a ViewDataTable * decoration only — a direct API call returns every row (including pages with no human * pageviews). Segmentation is not supported: any `segment` parameter is ignored and the * standard, unsegmented data is returned. * * @param int|string|int[] $idSite Website ID(s) to query. * - Single site ID (e.g. 1) * - Multiple site IDs (e.g. [1, 4, 5]) * - Comma-separated list ("1,4,5") or "all" * @param 'day'|'week'|'month'|'year'|'range' $period The period to process. * @param string $date The date or date range to process. * @return DataTable|DataTable\Map Flat table of URLs with the two source metrics and the score. */ public function getAIChatbotHumanFavouredPages($idSite, string $period, string $date): DataTableInterface { Piwik::checkUserHasViewAccess($idSite); // The scored data is archived (see AIChatbotFavouredPages); just read it back. The empty // segment is intentional — these reports are unsegmented, so a requested segment is ignored. $table = Archive::createDataTableFromArchive(Archiver::AI_CHATBOTS_HUMAN_FAVOURED_PAGES_RECORD, $idSite, $period, $date, '', false, false); return $this->skipScoreInReportTotals($table); } /** * Returns page URLs requested far more by AI chatbots than visited by humans. * * Each row carries Unique Human Pageviews, AI Chatbot Requests and the AI-Favoured * Discrepancy Score (a bounded 0–100 index materialised on the table). * * Note: the "exclude low population" filter that the UI applies by default is a ViewDataTable * decoration only — a direct API call returns every row (including pages with no AI chatbot * requests). Segmentation is not supported: any `segment` parameter is ignored and the * standard, unsegmented data is returned. * * @param int|string|int[] $idSite Website ID(s) to query. * - Single site ID (e.g. 1) * - Multiple site IDs (e.g. [1, 4, 5]) * - Comma-separated list ("1,4,5") or "all" * @param 'day'|'week'|'month'|'year'|'range' $period The period to process. * @param string $date The date or date range to process. * @return DataTable|DataTable\Map Flat table of URLs with the two source metrics and the score. */ public function getAIChatbotAIFavouredPages($idSite, string $period, string $date): DataTableInterface { Piwik::checkUserHasViewAccess($idSite); // See getAIChatbotHumanFavouredPages: the scored data is archived; read it back unsegmented. $table = Archive::createDataTableFromArchive(Archiver::AI_CHATBOTS_AI_FAVOURED_PAGES_RECORD, $idSite, $period, $date, '', false, false); return $this->skipScoreInReportTotals($table); } /** * Marks the discrepancy_score column 'skip' so the report totals row leaves it blank — summing a * per-page 0–100 index is meaningless. The scorer sets this op at archive time, but a DataTable's * column-aggregation metadata is transient and is not part of the serialised blob, so it is lost on * load and must be re-applied here on read. Recurses into DataTable\Map (multi-period / multi-site). * * @param DataTable|DataTable\Map $table * @return DataTable|DataTable\Map */ private function skipScoreInReportTotals(DataTableInterface $table): DataTableInterface { if ($table instanceof DataTable\Map) { foreach ($table->getDataTables() as $childTable) { $this->skipScoreInReportTotals($childTable); } return $table; } if ($table instanceof DataTable) { $ops = $table->getMetadata(DataTable::COLUMN_AGGREGATION_OPS_METADATA_NAME); if (!is_array($ops)) { $ops = []; } $ops[Metrics::COLUMN_DISCREPANCY_SCORE] = 'skip'; $table->setMetadata(DataTable::COLUMN_AGGREGATION_OPS_METADATA_NAME, $ops); } return $table; } /** * @param int|string $lastMinutes * @return array{0: string, 1: string} */ private function getRealTimeDateRange($lastMinutes): array { if (!is_int($lastMinutes) && (!is_string($lastMinutes) || !ctype_digit($lastMinutes))) { throw new \InvalidArgumentException($this->getRealTimeLookbackErrorMessage()); } $lastMinutes = (int) $lastMinutes; if ($lastMinutes < self::REAL_TIME_MIN_LOOKBACK_MINUTES || $lastMinutes > self::REAL_TIME_MAX_LOOKBACK_MINUTES) { throw new \InvalidArgumentException($this->getRealTimeLookbackErrorMessage()); } $now = $this->getRealTimeNowTimestamp(); return [ Date::factory($now - $lastMinutes * 60)->getDatetime(), Date::factory($now)->getDatetime(), ]; } private function getRealTimeNowTimestamp(): int { try { $testNow = StaticContainer::get('Tests.now'); if (!empty($testNow)) { return (int) $testNow; } } catch (\Exception $exception) { // Tests.now is only available in some test containers. } return Date::getNowTimestamp(); } private function getRealTimeLookbackErrorMessage(): string { return sprintf( 'lastMinutes only accepts values between %d and %d', self::REAL_TIME_MIN_LOOKBACK_MINUTES, self::REAL_TIME_MAX_LOOKBACK_MINUTES ); } private function decorateAIChatbotLabels(DataTableInterface $table): void { $table->filter(function (DataTable $table): void { foreach ($table->getRows() as $row) { $label = $row->getColumn('label'); if (!is_string($label)) { continue; } if (!empty(AIChatbotReports::CHATBOT_MAPPING[$label])) { $row->setColumn('label', AIChatbotReports::CHATBOT_MAPPING[$label]); } } }); $table->queueFilter('ColumnCallbackAddMetadata', [ 'label', 'url', function ($label) { return AIAssistant::getInstance()->getMainUrlFromName($label); }, ]); $table->queueFilter('MetadataCallbackAddMetadata', [ 'url', 'logo', function ($url) { return AIAssistant::getInstance()->getLogoFromUrl($url ?: ''); }, ]); } private function decorateUrlLabels(DataTable $table): DataTable { $table->filter(function (DataTable $table): void { foreach ($table->getRows() as $row) { $label = $row->getColumn('label'); if (is_string($label) && $label !== '') { $row->setMetadata('url', 'https://' . $label); } } }); return $table; } }