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authorMarcel Klehr <mklehr@gmx.net>2023-06-16 13:06:47 +0200
committerMarcel Klehr <mklehr@gmx.net>2023-08-09 09:55:18 +0200
commitd20ee42580086a59c2166f00f571047911e9b87f (patch)
tree5ad1e50ef03ead598a6ecf2061d1ce25683555bc /lib/private
parent457f1eb4075a01f42fef8df4ccffa8d7a4b5e826 (diff)
downloadnextcloud-server-d20ee42580086a59c2166f00f571047911e9b87f.tar.gz
nextcloud-server-d20ee42580086a59c2166f00f571047911e9b87f.zip
LLM OCP API: Implement private backend code + add ILanguageModelTask
Signed-off-by: Marcel Klehr <mklehr@gmx.net> (cherry picked from commit 34138736538f604af2c6c52aa43662d1d66087d0)
Diffstat (limited to 'lib/private')
-rw-r--r--lib/private/LanguageModel/Db/Task.php58
-rw-r--r--lib/private/LanguageModel/Db/TaskMapper.php34
-rw-r--r--lib/private/LanguageModel/LanguageModelManager.php162
-rw-r--r--lib/private/LanguageModel/TaskBackgroundJob.php72
4 files changed, 326 insertions, 0 deletions
diff --git a/lib/private/LanguageModel/Db/Task.php b/lib/private/LanguageModel/Db/Task.php
new file mode 100644
index 00000000000..cee6c2fd8b9
--- /dev/null
+++ b/lib/private/LanguageModel/Db/Task.php
@@ -0,0 +1,58 @@
+<?php
+
+namespace OC\LanguageModel\Db;
+
+use OCP\AppFramework\Db\Entity;
+use OCP\LanguageModel\ILanguageModelTask;
+
+/**
+ * @method setType(string $type)
+ * @method string getType()
+ * @method setInput(string $type)
+ * @method string getInput()
+ * @method setStatus(int $type)
+ * @method int getStatus()
+ * @method setUserId(string $type)
+ * @method string getuserId()
+ * @method setAppId(string $type)
+ * @method string getAppId()
+ */
+class Task extends Entity {
+
+ protected $type;
+ protected $input;
+ protected $status;
+ protected $userId;
+ protected $appId;
+
+ /**
+ * @var string[]
+ */
+ public static array $columns = ['id', 'type', 'input', 'status', 'user_id', 'app_id'];
+
+ /**
+ * @var string[]
+ */
+ public static array $fields = ['id', 'type', 'input', 'status', 'userId', 'appId'];
+
+
+ public function __construct() {
+ // add types in constructor
+ $this->addType('id', 'integer');
+ $this->addType('type', 'string');
+ $this->addType('input', 'string');
+ $this->addType('status', 'integer');
+ $this->addType('userId', 'string');
+ $this->addType('appId', 'string');
+ }
+
+ public static function fromLanguageModelTask(ILanguageModelTask $task): Task {
+ return Task::fromParams([
+ 'type' => $task->getType(),
+ 'status' => ILanguageModelTask::STATUS_UNKNOWN,
+ 'input' => $task->getInput(),
+ 'userId' => $task->getUserId(),
+ 'appId' => $task->getAppId(),
+ ]);
+ }
+}
diff --git a/lib/private/LanguageModel/Db/TaskMapper.php b/lib/private/LanguageModel/Db/TaskMapper.php
new file mode 100644
index 00000000000..0b9004c4d96
--- /dev/null
+++ b/lib/private/LanguageModel/Db/TaskMapper.php
@@ -0,0 +1,34 @@
+<?php
+
+namespace OC\LanguageModel\Db;
+
+use OCP\AppFramework\Db\DoesNotExistException;
+use OCP\AppFramework\Db\MultipleObjectsReturnedException;
+use OCP\AppFramework\Db\QBMapper;
+use OCP\DB\Exception;
+use OCP\IDBConnection;
+
+/**
+ * @extends QBMapper<Task>
+ */
+class TaskMapper extends QBMapper {
+
+ public function __construct(IDBConnection $db) {
+ parent::__construct($db, 'oc_llm_tasks', Task::class);
+ }
+
+ /**
+ * @param int $id
+ * @return Task
+ * @throws Exception
+ * @throws DoesNotExistException
+ * @throws MultipleObjectsReturnedException
+ */
+ public function find(int $id): Task {
+ $qb = $this->db->getQueryBuilder();
+ $qb->select(Task::$columns)
+ ->from($this->tableName)
+ ->where($qb->expr()->eq('id', $qb->createPositionalParameter($id)));
+ return $this->findEntity($qb);
+ }
+}
diff --git a/lib/private/LanguageModel/LanguageModelManager.php b/lib/private/LanguageModel/LanguageModelManager.php
new file mode 100644
index 00000000000..f9f13b15d6e
--- /dev/null
+++ b/lib/private/LanguageModel/LanguageModelManager.php
@@ -0,0 +1,162 @@
+<?php
+
+namespace OC\LanguageModel;
+
+use OC\AppFramework\Bootstrap\Coordinator;
+use OC\LanguageModel\Db\Task;
+use OC\LanguageModel\Db\TaskMapper;
+use OCP\LanguageModel\AbstractLanguageModelTask;
+use OCP\LanguageModel\FreePromptTask;
+use OCP\LanguageModel\SummaryTask;
+use OCP\AppFramework\Db\DoesNotExistException;
+use OCP\AppFramework\Db\MultipleObjectsReturnedException;
+use OCP\BackgroundJob\IJobList;
+use OCP\DB\Exception;
+use OCP\IServerContainer;
+use OCP\LanguageModel\ILanguageModelManager;
+use OCP\LanguageModel\ILanguageModelProvider;
+use OCP\LanguageModel\ILanguageModelTask;
+use OCP\LanguageModel\ISummaryProvider;
+use OCP\PreConditionNotMetException;
+use Psr\Container\ContainerExceptionInterface;
+use Psr\Container\NotFoundExceptionInterface;
+use Psr\Log\LoggerInterface;
+use RuntimeException;
+use Throwable;
+
+class LanguageModelManager implements ILanguageModelManager {
+
+ /** @var ?ILanguageModelProvider[] */
+ private ?array $providers = null;
+
+ public function __construct(
+ private IServerContainer $serverContainer,
+ private Coordinator $coordinator,
+ private LoggerInterface $logger,
+ private IJobList $jobList,
+ private TaskMapper $taskMapper,
+ ) {
+ }
+
+ public function getProviders(): array {
+ $context = $this->coordinator->getRegistrationContext();
+ if ($context === null) {
+ return [];
+ }
+
+ if ($this->providers !== null) {
+ return $this->providers;
+ }
+
+ $this->providers = [];
+
+ foreach ($context->getSpeechToTextProviders() as $providerServiceRegistration) {
+ $class = $providerServiceRegistration->getService();
+ try {
+ $this->providers[$class] = $this->serverContainer->get($class);
+ } catch (NotFoundExceptionInterface|ContainerExceptionInterface|Throwable $e) {
+ $this->logger->error('Failed to load LanguageModel provider ' . $class, [
+ 'exception' => $e,
+ ]);
+ }
+ }
+
+ return $this->providers;
+ }
+
+ public function hasProviders(): bool {
+ $context = $this->coordinator->getRegistrationContext();
+ if ($context === null) {
+ return false;
+ }
+ return !empty($context->getSpeechToTextProviders());
+ }
+
+ /**
+ * @inheritDoc
+ */
+ public function getAvailableTasks(): array {
+ $tasks = [];
+ foreach ($this->getProviders() as $provider) {
+ $tasks[FreePromptTask::class] = true;
+ if ($provider instanceof ISummaryProvider) {
+ $tasks[SummaryTask::class] = true;
+ }
+ }
+ return array_keys($tasks);
+ }
+
+ public function canHandleTask(ILanguageModelTask $task): bool {
+ return !empty(array_filter($this->getAvailableTasks(), fn ($class) => $task instanceof $class));
+ }
+
+ /**
+ * @inheritDoc
+ */
+ public function runTask(ILanguageModelTask $task): string {
+ if (!$this->canHandleTask($task)) {
+ throw new PreConditionNotMetException('No LanguageModel provider is installed that can handle this task');
+ }
+ foreach ($this->getProviders() as $provider) {
+ if (!$task->canUseProvider($provider)) {
+ continue;
+ }
+ try {
+ $task->setStatus(ILanguageModelTask::STATUS_RUNNING);
+ $this->taskMapper->update(Task::fromLanguageModelTask($task));
+ $output = $task->visitProvider($provider);
+ $task->setStatus(ILanguageModelTask::STATUS_SUCCESSFUL);
+ $this->taskMapper->update(Task::fromLanguageModelTask($task));
+ return $output;
+ } catch (\RuntimeException $e) {
+ $this->logger->info('LanguageModel call using provider ' . $provider->getName() . ' failed', ['exception' => $e]);
+ $task->setStatus(ILanguageModelTask::STATUS_FAILED);
+ $this->taskMapper->update(Task::fromLanguageModelTask($task));
+ throw $e;
+ } catch (\Throwable $e) {
+ $this->logger->info('LanguageModel call using provider ' . $provider->getName() . ' failed', ['exception' => $e]);
+ $task->setStatus(ILanguageModelTask::STATUS_FAILED);
+ $this->taskMapper->update(Task::fromLanguageModelTask($task));
+ throw new RuntimeException('LanguageModel call using provider ' . $provider->getName() . ' failed: ' . $e->getMessage());
+ }
+ }
+
+ throw new RuntimeException('Could not transcribe file');
+ }
+
+ /**
+ * @inheritDoc
+ * @throws Exception
+ */
+ public function scheduleTask(ILanguageModelTask $task): void {
+ if (!$this->canHandleTask($task)) {
+ throw new PreConditionNotMetException('No LanguageModel provider is installed that can handle this task');
+ }
+ $taskEntity = Task::fromLanguageModelTask($task);
+ $this->taskMapper->insert($taskEntity);
+ $task->setId($taskEntity->getId());
+ $task->setStatus(ILanguageModelTask::STATUS_SCHEDULED);
+ $this->jobList->add(TaskBackgroundJob::class, [
+ 'taskId' => $task->getId()
+ ]);
+ }
+
+ /**
+ * @param int $id The id of the task
+ * @return ILanguageModelTask
+ * @throws RuntimeException If the query failed
+ * @throws \ValueError If the task could not be found
+ */
+ public function getTask(int $id): ILanguageModelTask {
+ try {
+ $taskEntity = $this->taskMapper->find($id);
+ return AbstractLanguageModelTask::fromTaskEntity($taskEntity);
+ } catch (DoesNotExistException $e) {
+ throw new \ValueError('Could not find task with the provided id');
+ } catch (MultipleObjectsReturnedException $e) {
+ throw new RuntimeException('Could not uniquely identify task with given id');
+ } catch (Exception $e) {
+ throw new RuntimeException('Failure while trying to find task by id: '.$e->getMessage());
+ }
+ }
+}
diff --git a/lib/private/LanguageModel/TaskBackgroundJob.php b/lib/private/LanguageModel/TaskBackgroundJob.php
new file mode 100644
index 00000000000..55413ba3714
--- /dev/null
+++ b/lib/private/LanguageModel/TaskBackgroundJob.php
@@ -0,0 +1,72 @@
+<?php
+
+declare(strict_types=1);
+
+/**
+ * @copyright Copyright (c) 2023 Marcel Klehr <mklehr@gmx.net>
+ *
+ * @author Marcel Klehr <mklehr@gmx.net>
+ *
+ * @license GNU AGPL version 3 or any later version
+ *
+ * This program is free software: you can redistribute it and/or modify
+ * it under the terms of the GNU Affero General Public License as
+ * published by the Free Software Foundation, either version 3 of the
+ * License, or (at your option) any later version.
+ *
+ * This program 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 Affero General Public License for more details.
+ *
+ * You should have received a copy of the GNU Affero General Public License
+ * along with this program. If not, see <http://www.gnu.org/licenses/>.
+ */
+
+
+namespace OC\LanguageModel;
+
+use OC\User\NoUserException;
+use OCP\AppFramework\Utility\ITimeFactory;
+use OCP\BackgroundJob\QueuedJob;
+use OCP\EventDispatcher\IEventDispatcher;
+use OCP\Files\File;
+use OCP\Files\IRootFolder;
+use OCP\Files\NotFoundException;
+use OCP\Files\NotPermittedException;
+use OCP\LanguageModel\Events\TaskFailedEvent;
+use OCP\LanguageModel\Events\TaskSuccessfulEvent;
+use OCP\LanguageModel\ILanguageModelManager;
+use OCP\PreConditionNotMetException;
+use OCP\SpeechToText\Events\TranscriptionFailedEvent;
+use OCP\SpeechToText\Events\TranscriptionSuccessfulEvent;
+use OCP\SpeechToText\ISpeechToTextManager;
+use Psr\Log\LoggerInterface;
+
+class TaskBackgroundJob extends QueuedJob {
+ public function __construct(
+ ITimeFactory $timeFactory,
+ private ILanguageModelManager $languageModelManager,
+ private IEventDispatcher $eventDispatcher,
+ ) {
+ parent::__construct($timeFactory);
+ $this->setAllowParallelRuns(false);
+ }
+
+ /**
+ * @param array{taskId: int} $argument
+ * @inheritDoc
+ */
+ protected function run($argument) {
+ $taskId = $argument['taskId'];
+ $task = $this->languageModelManager->getTask($taskId);
+ try {
+ $output = $this->languageModelManager->runTask($task);
+ $event = new TaskSuccessfulEvent($task, $output);
+
+ } catch (\RuntimeException|PreConditionNotMetException $e) {
+ $event = new TaskFailedEvent($task, $e->getMessage());
+ }
+ $this->eventDispatcher->dispatchTyped($event);
+ }
+}