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619 lines (533 loc) · 23.4 KB
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<?php
/**
* Matomo - free/libre analytics platform
*
* @link https://matomo.org
* @license http://www.gnu.org/licenses/gpl-3.0.html GPL v3 or later
*
*/
namespace Piwik\Plugins\MistralAI;
use Piwik\Common;
use Piwik\Container\StaticContainer;
use Piwik\Piwik;
use Piwik\Plugins\MistralAI\Services\ApiConnection;
use Piwik\Plugins\MistralAI\Services\ChatRequestParser;
use Piwik\Plugins\MistralAI\Services\DataPrivacy;
use Piwik\Plugins\MistralAI\Services\InsightNotAvailableException;
use Piwik\Plugins\MistralAI\Services\InsightReport;
use Piwik\Plugins\MistralAI\Services\RateLimitExceededException;
use Piwik\Plugins\MistralAI\Services\RateLimiter;
use Piwik\Plugins\MistralAI\Services\SafeErrorMessage;
use Piwik\Plugins\MistralAI\Settings\DefaultPrompts;
use Piwik\Plugins\MistralAI\Settings\EffectiveSettings;
use Piwik\Plugins\MistralAI\Settings\ModelUpgradeNotice;
use Piwik\Plugins\MistralAI\Settings\SiteSettingsStorage;
use Piwik\Plugins\MistralAI\Settings\SystemSettingsForm;
use Exception;
/**
* API for plugin MistralAI
*
* @method static \Piwik\Plugins\MistralAI\API getInstance()
*/
class API extends \Piwik\Plugin\API
{
private $logger;
/**
* Request timeout in seconds
*/
private const REQUEST_TIMEOUT = 60;
public function __construct(
\Piwik\Log\LoggerInterface $logger,
private ChatRequestParser $requestParser,
private InsightReport $insightReport,
private RateLimiter $rateLimiter
) {
$this->logger = $logger;
}
public function getResponse(int $idSite, string $period, string $date, $messages = []): array
{
Piwik::checkUserHasSomeViewAccess();
$idSite = (int) Common::getRequestVar('idSite');
Piwik::checkUserHasViewAccess($idSite);
// Get messages from request if not passed or if passed as JSON string
$messages = $this->requestParser->parseMessages($messages);
$dataSharingError = $this->getDataSharingError();
if ($dataSharingError !== null) {
return ['error' => $dataSharingError];
}
$rateLimitError = $this->getRateLimitError($idSite);
if ($rateLimitError !== null) {
return ['error' => $rateLimitError];
}
$settings = EffectiveSettings::forSite($idSite);
// Mistral does not accept a name on system messages
$conversationBase = [
[
"role" => "system",
"content" => $settings->getChatBasePrompt(),
]
];
return $this->fetchModelAi(array_merge($conversationBase, $messages), $settings);
}
public function getInsights(int $idSite, string $period, string $date, $messages = [], $widgetParams = []): array
{
Piwik::checkUserHasSomeViewAccess();
$idSite = (int) Common::getRequestVar('idSite');
Piwik::checkUserHasViewAccess($idSite);
// Parse messages and widgetParams from POST
$messages = $this->requestParser->parseMessages($messages);
$widgetParams = $this->requestParser->parseWidgetParams($widgetParams);
$dataSharingError = $this->getDataSharingError();
if ($dataSharingError !== null) {
return ['error' => $dataSharingError];
}
$rateLimitError = $this->getRateLimitError($idSite);
if ($rateLimitError !== null) {
return ['error' => $rateLimitError];
}
$settings = EffectiveSettings::forSite($idSite);
$insightBasePrompt = $settings->getInsightBasePrompt();
$insight = $this->fetchInsightData($widgetParams, $idSite, $date, $period);
if (isset($insight['error'])) {
return ['error' => $insight['error']];
}
$data = $insight['data'];
// the insights panel opens without a question, or ends with its previous answer when opened again
$messages = $this->requestParser->endWithQuestion($messages, Piwik::translate('MistralAI_InsightAgentPrompt'));
$conversationBase = [
[
"role" => "system",
"content" => "$insightBasePrompt $data",
]
];
return $this->fetchModelAi(array_merge($conversationBase, $messages), $settings);
}
/**
* Streams a response from the AI model using Server-Sent Events
* If widgetParams are present, fetches report data first (insight mode)
*/
public function getStreamingResponse(int $idSite, string $period, string $date, $messages = [], $widgetParams = []): void
{
Piwik::checkUserHasSomeViewAccess();
$idSite = (int) Common::getRequestVar('idSite');
Piwik::checkUserHasViewAccess($idSite);
// Parse messages and widgetParams from POST
$messages = $this->requestParser->parseMessages($messages);
$widgetParams = $this->requestParser->parseWidgetParams($widgetParams);
$dataSharingError = $this->getDataSharingError();
if ($dataSharingError !== null) {
$this->streamError($dataSharingError['message']);
return;
}
$rateLimitError = $this->getRateLimitError($idSite);
if ($rateLimitError !== null) {
$this->streamError($rateLimitError['message']);
return;
}
$settings = EffectiveSettings::forSite($idSite);
if ($this->insightReport->isInsightRequest($widgetParams)) {
// Insight mode: fetch report data and use insight prompt
$insightBasePrompt = $settings->getInsightBasePrompt();
$insight = $this->fetchInsightData($widgetParams, $idSite, $date, $period);
if (isset($insight['error'])) {
$this->streamError($insight['error']['message']);
return;
}
$data = $insight['data'];
// the insights panel opens without a question, or ends with its previous answer when opened again
$messages = $this->requestParser->endWithQuestion($messages, Piwik::translate('MistralAI_InsightAgentPrompt'));
$conversationBase = [
[
"role" => "system",
"content" => "$insightBasePrompt $data",
]
];
} else {
// Regular chat mode
$conversationBase = [
[
"role" => "system",
"content" => $settings->getChatBasePrompt(),
]
];
}
$this->streamModelAi(array_merge($conversationBase, $messages), $settings);
}
/**
* The compact report payload of an insight, or the error to answer with instead: never a backtrace
*
* @return array{data?: string, error?: array{message: string}}
*/
private function fetchInsightData(array $widgetParams, int $idSite, string $date, string $period): array
{
try {
return ['data' => $this->insightReport->fetch($widgetParams, $idSite, $date, $period)];
} catch (InsightNotAvailableException $e) {
return ['error' => ['message' => $e->getMessage()]];
} catch (\Throwable $e) {
$this->logger->error('MistralAI insight error: {message}', ['message' => $e->getMessage(), 'exception' => $e]);
return ['error' => ['message' => SafeErrorMessage::fromThrowable($e)]];
}
}
/**
* Answers a streamed request with an error, in the event format of the streamed chat completions
*/
private function streamError(string $message): void
{
while (ob_get_level()) {
ob_end_clean();
}
header('Content-Type: text/event-stream');
header('Cache-Control: no-cache, no-store, must-revalidate');
header('X-Accel-Buffering: no');
echo "data: " . json_encode(['error' => ['message' => $message]], JSON_INVALID_UTF8_SUBSTITUTE) . "\n\n";
echo "data: [DONE]\n\n";
flush();
}
/**
* Settings of a website, empty values use the general settings. The API key is replaced by a placeholder.
*
* @return array<string, string>
*/
public function getSiteSettings(int $idSite): array
{
Piwik::checkUserHasAdminAccess($idSite);
$values = SiteSettingsStorage::read($idSite);
if ($values['apiKey'] !== '') {
$values['apiKey'] = SiteSettingsStorage::API_KEY_PLACEHOLDER;
}
return $values;
}
/**
* Sets the settings of a website, empty values use the general settings. A parameter left out keeps its saved
* value, so each card of the settings page saves only its own fields.
*
* A prompt equal to the general prompt, or to a default while the general prompt is a default too, is saved empty:
* the website then follows the general prompt.
*
* @param string|null $apiKey the placeholder returned by getSiteSettings or an empty value keeps the saved key
* @param string|null $modelPreset empty, "latest-recommended" or a model of the preset list
* @param bool $deleteApiKey removes the API key of the website, the only way to remove it
*/
public function setSiteSettings(
int $idSite,
?string $host = null,
?string $apiKey = null,
?string $modelPreset = null,
?string $modelCustom = null,
?string $chatBasePrompt = null,
?string $insightBasePrompt = null,
bool $deleteApiKey = false
): bool {
Piwik::checkUserHasAdminAccess($idSite);
$values = [];
foreach ([
'host' => $host,
'apiKey' => $apiKey,
'modelPreset' => $modelPreset,
'modelCustom' => $modelCustom,
'chatBasePrompt' => $chatBasePrompt,
'insightBasePrompt' => $insightBasePrompt,
] as $name => $value) {
if ($value !== null) {
$values[$name] = trim(Common::unsanitizeInputValue($value));
}
}
// only an explicit request deletes the key of the website, an empty value keeps it
if ($deleteApiKey) {
$values['apiKey'] = '';
} elseif (isset($values['apiKey']) && $values['apiKey'] === '') {
unset($values['apiKey']);
}
if (($values['host'] ?? '') !== '' && !$this->isValidApiUrl($values['host'])) {
throw new Exception(Piwik::translate('MistralAI_InvalidApiUrl'));
}
// a saved model that is no longer listed can be kept, so the other settings can still be saved
$modelPresetValue = $values['modelPreset'] ?? '';
if ($modelPresetValue !== '' && $modelPresetValue !== SiteSettingsStorage::read($idSite)['modelPreset'] && !Config::isAvailableModel($modelPresetValue)) {
throw new Exception(Piwik::translate('MistralAI_InvalidModel', [$modelPresetValue]));
}
if (isset($values['modelCustom']) && !preg_match('/^[A-Za-z0-9._:\/@-]{0,200}$/', $values['modelCustom'])) {
throw new Exception(Piwik::translate('MistralAI_InvalidModel', [$values['modelCustom']]));
}
$generalPrompts = null;
foreach (DefaultPrompts::SETTING_NAMES as $name => $kind) {
if (!isset($values[$name]) || $values[$name] === '') {
continue;
}
if ($generalPrompts === null) {
$systemSettings = new SystemSettings();
$generalPrompts = [
'chatBasePrompt' => $systemSettings->getChatBasePrompt(),
'insightBasePrompt' => $systemSettings->getInsightBasePrompt(),
];
}
$values[$name] = DefaultPrompts::toStoredSitePrompt($kind, $values[$name], $generalPrompts[$name]);
}
SiteSettingsStorage::save($idSite, $values);
return true;
}
/**
* Sets the general settings, edited on the Mistral AI page of the System administration. A parameter left out keeps
* its saved value.
*
* @param string|null $apiKey the placeholder of the settings page keeps the saved key, like an empty value
* @param bool $deleteApiKey removes the saved API key, the only way to remove it
* @param string|null $dataSharingAllowed "1" lets the plugin send Matomo data to the AI provider, off by default
*/
public function setSystemSettings(
?string $host = null,
#[\SensitiveParameter]
?string $apiKey = null,
?string $modelPreset = null,
?string $modelCustom = null,
?string $agentModel = null,
?string $chatBasePrompt = null,
?string $insightBasePrompt = null,
bool $deleteApiKey = false,
?string $dataSharingAllowed = null,
?string $maskPersonalData = null,
?string $stripUrlQueryStrings = null,
?string $excludeVisitorData = null
): bool {
Piwik::checkUserHasSuperUserAccess();
$values = [
'host' => $host,
'apiKey' => $apiKey,
'modelPreset' => $modelPreset,
'modelCustom' => $modelCustom,
'agentModel' => $agentModel,
'chatBasePrompt' => $chatBasePrompt,
'insightBasePrompt' => $insightBasePrompt,
'dataSharingAllowed' => $dataSharingAllowed,
'maskPersonalData' => $maskPersonalData,
'stripUrlQueryStrings' => $stripUrlQueryStrings,
'excludeVisitorData' => $excludeVisitorData,
];
foreach ($values as $name => $value) {
if ($value !== null) {
$values[$name] = Common::unsanitizeInputValue($value);
}
}
(new SystemSettingsForm())->save($values, $deleteApiKey);
return true;
}
/**
* Validates that the URL is a valid HTTPS API endpoint, with the rule of the general settings
*/
private function isValidApiUrl(?string $url): bool
{
return SystemSettings::isHttpsUrl((string) $url);
}
/**
* Sends a conversation to the AI model and returns the response
*
* @throws Exception if configuration is missing or API call fails
*/
private function fetchModelAi(array $conversation, EffectiveSettings $settings): array
{
$config = ApiConnection::fromSettings($settings);
$data = [
"model" => $config['model'],
"messages" => $this->requestParser->sanitizeConversation($conversation),
];
$headers = ApiConnection::headers($config['apiKey']);
$responseHeaders = [];
$ch = curl_init($config['host']);
curl_setopt($ch, CURLOPT_SSL_VERIFYHOST, 2);
curl_setopt($ch, CURLOPT_SSL_VERIFYPEER, true);
curl_setopt($ch, CURLOPT_RETURNTRANSFER, true);
curl_setopt($ch, CURLOPT_HTTPHEADER, $headers);
curl_setopt($ch, CURLOPT_POST, true);
curl_setopt($ch, CURLOPT_POSTFIELDS, json_encode($data));
curl_setopt($ch, CURLOPT_TIMEOUT, self::REQUEST_TIMEOUT);
curl_setopt($ch, CURLOPT_CONNECTTIMEOUT, 10);
curl_setopt($ch, CURLOPT_HEADERFUNCTION, function ($ch, $header) use (&$responseHeaders) {
$this->collectHeader($header, $responseHeaders);
return strlen($header);
});
$this->logger->info('MistralAI API request to model: ' . $config['model'] . ' at ' . $config['host']);
$response = curl_exec($ch);
$httpCode = curl_getinfo($ch, CURLINFO_HTTP_CODE);
$curlError = curl_error($ch);
curl_close($ch);
if ($curlError) {
$this->logger->error('MistralAI API curl error: ' . $curlError);
throw new Exception('Connection error: ' . $curlError);
}
if (empty($response)) {
throw new Exception('Empty response from MistralAI API');
}
if ($httpCode !== 200) {
$reason = ModelUpgradeNotice::classifyApiError($httpCode, (string) $response, $responseHeaders);
if ($reason !== null) {
$this->logger->warning('MistralAI API model error (HTTP ' . $httpCode . ') for model ' . $config['model'] . ': ' . substr($response, 0, 500));
return ['error' => ModelUpgradeNotice::build($reason, $settings)];
}
}
$result = json_decode($response, true);
if (json_last_error() !== JSON_ERROR_NONE) {
$this->logger->error('MistralAI API invalid JSON response: ' . substr($response, 0, 500));
throw new Exception('Invalid JSON response from MistralAI API');
}
if (isset($result['error'])) {
$errorMessage = $result['error']['message'] ?? 'Unknown API error';
$this->logger->warning('MistralAI API error: ' . $errorMessage);
return ['error' => ['message' => $errorMessage]];
}
if ($httpCode !== 200) {
$this->logger->error('MistralAI API HTTP ' . $httpCode . ': ' . substr($response, 0, 500));
return ['error' => ['message' => $this->extractApiErrorMessage((string) $response, $httpCode, $config['model'])]];
}
return $result;
}
/**
* Streams a conversation response using Server-Sent Events
* This method outputs directly to the response stream
*/
private function streamModelAi(array $conversation, EffectiveSettings $settings): void
{
$config = ApiConnection::fromSettings($settings);
$data = [
"model" => $config['model'],
"messages" => $this->requestParser->sanitizeConversation($conversation),
"stream" => true,
];
// Disable all output buffering for streaming
while (ob_get_level()) {
ob_end_clean();
}
// Disable PHP time limit for long streams
set_time_limit(0);
// Set SSE headers
header('Content-Type: text/event-stream');
header('Cache-Control: no-cache, no-store, must-revalidate');
header('Pragma: no-cache');
header('Expires: 0');
header('Connection: keep-alive');
header('X-Accel-Buffering: no'); // Nginx
header('X-Content-Type-Options: nosniff');
// Immediately flush headers
flush();
$ch = curl_init($config['host']);
curl_setopt($ch, CURLOPT_SSL_VERIFYHOST, 2);
curl_setopt($ch, CURLOPT_SSL_VERIFYPEER, true);
curl_setopt($ch, CURLOPT_POST, true);
curl_setopt($ch, CURLOPT_POSTFIELDS, json_encode($data));
curl_setopt($ch, CURLOPT_HTTPHEADER, ApiConnection::headers($config['apiKey'], 'text/event-stream'));
curl_setopt($ch, CURLOPT_TIMEOUT, 0); // No timeout for streaming
curl_setopt($ch, CURLOPT_RETURNTRANSFER, false);
// Track whether the upstream is actually streaming SSE; if not (e.g. error
// responses are returned as plain JSON), buffer the body so we can surface
// the error to the client instead of letting it fall through silently.
$isStream = null;
$errorBuffer = '';
$responseHeaders = [];
curl_setopt($ch, CURLOPT_HEADERFUNCTION, function ($ch, $header) use (&$isStream, &$responseHeaders) {
if ($isStream === null && stripos($header, 'Content-Type:') === 0) {
$isStream = stripos($header, 'text/event-stream') !== false;
}
$this->collectHeader($header, $responseHeaders);
return strlen($header);
});
curl_setopt($ch, CURLOPT_WRITEFUNCTION, function ($ch, $chunk) use (&$isStream, &$errorBuffer) {
if ($isStream) {
echo $chunk;
flush();
} else {
// Non-SSE response (typically an error JSON). Buffer it so we can
// forward the message as a structured SSE error event below.
$errorBuffer .= $chunk;
}
return strlen($chunk);
});
$this->logger->info('MistralAI streaming request to model: ' . $config['model'] . ' at ' . $config['host']);
curl_exec($ch);
$error = curl_error($ch);
$httpCode = curl_getinfo($ch, CURLINFO_HTTP_CODE);
curl_close($ch);
if ($error) {
$this->logger->error('MistralAI streaming curl error: ' . $error);
echo "data: " . json_encode(['error' => ['message' => 'Connection error: ' . $error]], JSON_INVALID_UTF8_SUBSTITUTE) . "\n\n";
flush();
} elseif ($errorBuffer !== '' || ($httpCode !== 0 && $httpCode !== 200)) {
$reason = ModelUpgradeNotice::classifyApiError((int) $httpCode, $errorBuffer, $responseHeaders);
if ($reason !== null) {
$error = ModelUpgradeNotice::build($reason, $settings);
} else {
$error = ['message' => $this->extractApiErrorMessage($errorBuffer, $httpCode, $config['model'])];
}
$this->logger->warning('MistralAI streaming API error (HTTP ' . $httpCode . '): ' . substr($errorBuffer, 0, 500));
echo "data: " . json_encode(['error' => $error], JSON_INVALID_UTF8_SUBSTITUTE) . "\n\n";
flush();
}
echo "data: [DONE]\n\n";
flush();
}
/**
* @param array<string, string> $headers lowercase header name => value
*/
private function collectHeader(string $header, array &$headers): void
{
$parts = explode(':', $header, 2);
if (count($parts) === 2) {
$headers[strtolower(trim($parts[0]))] = trim($parts[1]);
}
}
/**
* Extracts a human-readable error message from a non-SSE upstream response body
*/
private function extractApiErrorMessage(string $body, int $httpCode, string $model): string
{
$body = trim($body);
if ($body !== '') {
$decoded = json_decode($body, true);
if (is_array($decoded)) {
// OpenAI-compatible error shape
if (isset($decoded['error'])) {
if (is_array($decoded['error']) && !empty($decoded['error']['message'])) {
return (string) $decoded['error']['message'];
}
if (is_string($decoded['error']) && $decoded['error'] !== '') {
return $decoded['error'];
}
}
// Mistral error shape: {"object":"error","message":"...","type":"..."}
if (!empty($decoded['message']) && is_string($decoded['message'])) {
return $decoded['message'];
}
}
// Non-JSON error body (e.g. HTML from a proxy), return a truncated snippet
$snippet = preg_replace('/\s+/', ' ', $body);
if (mb_strlen($snippet) > 300) {
$snippet = mb_substr($snippet, 0, 300) . '...';
}
return 'API error (HTTP ' . $httpCode . ') for model "' . $model . '": ' . $snippet;
}
return 'API request failed (HTTP ' . $httpCode . ') for model "' . $model . '" with no response body';
}
/**
* The error displayed instead of an answer while a super user has not allowed sending Matomo data to the provider
*
* @return array{message: string}|null
*/
private function getDataSharingError(): ?array
{
$message = StaticContainer::get(DataPrivacy::class)->getDataSharingError();
return $message === null ? null : ['message' => $message];
}
/**
* The refusal of a request over the rate limit, answered like the other errors so the user reads it
*
* @return array{message: string}|null
*/
private function getRateLimitError(int $idSite): ?array
{
try {
$this->rateLimiter->check($idSite);
} catch (RateLimitExceededException $e) {
return ['message' => $e->getMessage()];
}
return null;
}
}