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<?php// This file is part of Moodle - http://moodle.org///// Moodle is free software: you can redistribute it and/or modify// it under the terms of the GNU General Public License as published by// the Free Software Foundation, either version 3 of the License, or// (at your option) any later version.//// Moodle 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 General Public License for more details.//// You should have received a copy of the GNU General Public License// along with Moodle. If not, see <http://www.gnu.org/licenses/>.namespace aiprovider_openai;use aiprovider_openai\test\testcase_helper_trait;use core_ai\aiactions\base;use core_ai\provider;use GuzzleHttp\Psr7\Response;/*** Test Generate text provider class for OpenAI provider methods.** @package aiprovider_openai* @copyright 2024 Matt Porritt <matt.porritt@moodle.com>* @license http://www.gnu.org/copyleft/gpl.html GNU GPL v3 or later* @covers \aiprovider_openai\provider* @covers \aiprovider_openai\process_generate_text* @covers \aiprovider_openai\abstract_processor*/final class process_generate_text_test extends \advanced_testcase {use testcase_helper_trait;/** @var string A successful response in JSON format. */protected string $responsebodyjson;/** @var \core_ai\manager */private $manager;/** @var provider The provider that will process the action. */protected provider $provider;/** @var base The action to process. */protected base $action;/*** Set up the test.*/protected function setUp(): void {parent::setUp();$this->resetAfterTest();// Load a response body from a file.$this->responsebodyjson = file_get_contents(self::get_fixture_path('aiprovider_openai', 'text_request_success.json'));$this->manager = \core\di::get(\core_ai\manager::class);$this->provider = $this->create_provider(actionclass: \core_ai\aiactions\generate_text::class,actionconfig: ['systeminstruction' => get_string('action_generate_text_instruction', 'core_ai'),],);$this->create_action();}/*** Create the action object.* @param int $userid The user id to use in the action.*/private function create_action(int $userid = 1): void {$this->action = new \core_ai\aiactions\generate_text(contextid: 1,userid: $userid,prompttext: 'This is a test prompt',);}/*** Test create_request_object*/public function test_create_request_object(): void {$processor = new process_generate_text($this->provider, $this->action);// We're working with a private method here, so we need to use reflection.$method = new \ReflectionMethod($processor, 'create_request_object');$request = $method->invoke($processor, 1);$body = (object) json_decode($request->getBody()->getContents());$this->assertEquals('This is a test prompt', $body->messages[1]->content);$this->assertEquals('user', $body->messages[1]->role);}/*** Test create_request_object with extra model settings.*/public function test_create_request_object_with_model_settings(): void {$this->provider = $this->create_provider(actionclass: \core_ai\aiactions\generate_text::class,actionconfig: ['systeminstruction' => get_string('action_generate_text_instruction', 'core_ai'),'temperature' => '0.5','max_completion_tokens' => '100',],);$processor = new process_generate_text($this->provider, $this->action);// We're working with a private method here, so we need to use reflection.$method = new \ReflectionMethod($processor, 'create_request_object');$request = $method->invoke($processor, 1);$body = (object) json_decode($request->getBody()->getContents());$this->assertEquals('gpt-4o', $body->model);$this->assertEquals('0.5', $body->temperature);$this->assertEquals('100', $body->max_completion_tokens);$this->provider = $this->create_provider(actionclass: \core_ai\aiactions\generate_text::class,actionconfig: ['model' => 'my-custom-gpt','systeminstruction' => get_string('action_generate_text_instruction', 'core_ai'),'modelextraparams' => '{"temperature": 0.5,"max_completion_tokens": 100}',],);$processor = new process_generate_text($this->provider, $this->action);// We're working with a private method here, so we need to use reflection.$method = new \ReflectionMethod($processor, 'create_request_object');$request = $method->invoke($processor, 1);$body = (object) json_decode($request->getBody()->getContents());$this->assertEquals('my-custom-gpt', $body->model);$this->assertEquals('0.5', $body->temperature);$this->assertEquals('100', $body->max_completion_tokens);}/*** Test the API error response handler method.*/public function test_handle_api_error(): void {$responses = [500 => new Response(500, ['Content-Type' => 'application/json']),503 => new Response(503, ['Content-Type' => 'application/json']),401 => new Response(401,['Content-Type' => 'application/json'],json_encode(['error' => ['message' => 'Invalid Authentication']]),),404 => new Response(404,['Content-Type' => 'application/json'],json_encode(['error' => ['message' => 'You must be a member of an organization to use the API']]),),429 => new Response(429,['Content-Type' => 'application/json'],json_encode(['error' => ['message' => 'Rate limit reached for requests']]),),];$processor = new process_generate_text($this->provider, $this->action);$method = new \ReflectionMethod($processor, 'handle_api_error');foreach ($responses as $status => $response) {$result = $method->invoke($processor, $response);$this->assertEquals($status, $result['errorcode']);if ($status == 500) {$this->assertEquals('Internal Server Error', $result['errormessage']);} else if ($status == 503) {$this->assertEquals('Service Unavailable', $result['errormessage']);} else {$this->assertStringContainsString($response->getBody()->getContents(), $result['errormessage']);}}}/*** Test the API success response handler method.*/public function test_handle_api_success(): void {$response = new Response(200,['Content-Type' => 'application/json'],$this->responsebodyjson,);// We're testing a private method, so we need to setup reflector magic.$processor = new process_generate_text($this->provider, $this->action);$method = new \ReflectionMethod($processor, 'handle_api_success');$result = $method->invoke($processor, $response);$this->assertTrue($result['success']);$this->assertEquals('chatcmpl-9lkwPWOIiQEvI3nfcGofJcmS5lPYo', $result['id']);$this->assertEquals('fp_c4e5b6fa31', $result['fingerprint']);$this->assertStringContainsString('Sure, here is some sample text', $result['generatedcontent']);$this->assertEquals('stop', $result['finishreason']);$this->assertEquals('11', $result['prompttokens']);$this->assertEquals('568', $result['completiontokens']);$this->assertEquals('gpt-4o-2024-05-13', $result['model']);}/*** Test query_ai_api for a successful call.*/public function test_query_ai_api_success(): void {// Mock the http client to return a successful response.['mock' => $mock] = $this->get_mocked_http_client();// The response from OpenAI.$mock->append(new Response(200,['Content-Type' => 'application/json'],$this->responsebodyjson,));$processor = new process_generate_text($this->provider, $this->action);$method = new \ReflectionMethod($processor, 'query_ai_api');$result = $method->invoke($processor);$this->assertTrue($result['success']);$this->assertEquals('chatcmpl-9lkwPWOIiQEvI3nfcGofJcmS5lPYo', $result['id']);$this->assertEquals('fp_c4e5b6fa31', $result['fingerprint']);$this->assertStringContainsString('Sure, here is some sample text', $result['generatedcontent']);$this->assertEquals('stop', $result['finishreason']);$this->assertEquals('11', $result['prompttokens']);$this->assertEquals('568', $result['completiontokens']);$this->assertEquals('gpt-4o-2024-05-13', $result['model']);}/*** Test prepare_response success.*/public function test_prepare_response_success(): void {$processor = new process_generate_text($this->provider, $this->action);// We're working with a private method here, so we need to use reflection.$method = new \ReflectionMethod($processor, 'prepare_response');$response = ['success' => true,'id' => 'chatcmpl-9lkwPWOIiQEvI3nfcGofJcmS5lPYo','fingerprint' => 'fp_c4e5b6fa31','generatedcontent' => 'Sure, here is some sample text','finishreason' => 'stop','prompttokens' => '11','completiontokens' => '568','model' => 'gpt-4o',];$result = $method->invoke($processor, $response);$this->assertInstanceOf(\core_ai\aiactions\responses\response_base::class, $result);$this->assertTrue($result->get_success());$this->assertEquals('generate_text', $result->get_actionname());$this->assertEquals($response['success'], $result->get_success());$this->assertEquals($response['generatedcontent'], $result->get_response_data()['generatedcontent']);$this->assertEquals($response['model'], $result->get_response_data()['model']);}/*** Test prepare_response error.*/public function test_prepare_response_error(): void {$processor = new process_generate_text($this->provider, $this->action);// We're working with a private method here, so we need to use reflection.$method = new \ReflectionMethod($processor, 'prepare_response');$response = ['success' => false,'errorcode' => 500,'errormessage' => 'Internal server error.',];$result = $method->invoke($processor, $response);$this->assertInstanceOf(\core_ai\aiactions\responses\response_base::class, $result);$this->assertFalse($result->get_success());$this->assertEquals('generate_text', $result->get_actionname());$this->assertEquals($response['errorcode'], $result->get_errorcode());$this->assertEquals($response['errormessage'], $result->get_errormessage());}/*** Test process method.*/public function test_process(): void {// Log in user.$this->setUser($this->getDataGenerator()->create_user());// Mock the http client to return a successful response.['mock' => $mock] = $this->get_mocked_http_client();// The response from OpenAI.$mock->append(new Response(200,['Content-Type' => 'application/json'],$this->responsebodyjson,));$processor = new process_generate_text($this->provider, $this->action);$result = $processor->process();$this->assertInstanceOf(\core_ai\aiactions\responses\response_base::class, $result);$this->assertTrue($result->get_success());$this->assertEquals('generate_text', $result->get_actionname());}/*** Test process method with error.*/public function test_process_error(): void {// Log in user.$this->setUser($this->getDataGenerator()->create_user());// Mock the http client to return a successful response.['mock' => $mock] = $this->get_mocked_http_client();// The response from OpenAI.$mock->append(new Response(401,['Content-Type' => 'application/json'],json_encode(['error' => ['message' => 'Invalid Authentication']]),));$processor = new process_generate_text($this->provider, $this->action);$result = $processor->process();$this->assertInstanceOf(\core_ai\aiactions\responses\response_base::class, $result);$this->assertFalse($result->get_success());$this->assertEquals('generate_text', $result->get_actionname());$this->assertEquals(401, $result->get_errorcode());$this->assertEquals('Invalid Authentication', $result->get_errormessage());}/*** Test process method with user rate limiter.*/public function test_process_with_user_rate_limiter(): void {// Create users.$user1 = $this->getDataGenerator()->create_user();$user2 = $this->getDataGenerator()->create_user();// Log in user1.$this->setUser($user1);// Mock clock.$clock = $this->mock_clock_with_frozen();// Set the user rate limiter.$config = ['apikey' => '123','enableuserratelimit' => true,'userratelimit' => 1,];$provider = $this->manager->create_provider_instance(classname: '\aiprovider_openai\provider',name: 'dummy',config: $config,actionconfig: [\core_ai\aiactions\generate_text::class => ['settings' => ['model' => 'gpt-4o','endpoint' => "https://api.openai.com/v1/chat/completions",'systeminstruction' => get_string('action_generate_text_instruction', 'core_ai'),],],],);// Mock the http client to return a successful response.['mock' => $mock] = $this->get_mocked_http_client();// Case 1: User rate limit has not been reached.$this->create_action($user1->id);// The response from OpenAI.$mock->append(new Response(200,['Content-Type' => 'application/json'],$this->responsebodyjson,));$processor = new process_generate_text($this->provider, $this->action);$result = $processor->process();$this->assertTrue($result->get_success());// Case 2: User rate limit has been reached.$clock->bump(HOURSECS - 10);// The response from OpenAI.$mock->append(new Response(200,['Content-Type' => 'application/json'],$this->responsebodyjson,));$this->create_action($user1->id);$processor = new process_generate_text($provider, $this->action);$result = $processor->process();$this->assertEquals(429, $result->get_errorcode());$this->assertEquals('User rate limit exceeded', $result->get_errormessage());$this->assertFalse($result->get_success());// Case 3: User rate limit has not been reached for a different user.// Log in user2.$this->setUser($user2);$this->create_action($user2->id);// The response from OpenAI.$mock->append(new Response(200,['Content-Type' => 'application/json'],$this->responsebodyjson,));$processor = new process_generate_text($provider, $this->action);$result = $processor->process();$this->assertTrue($result->get_success());// Case 4: Time window has passed, user rate limit should be reset.$clock->bump(11);// Log in user1.$this->setUser($user1);// The response from OpenAI.$mock->append(new Response(200,['Content-Type' => 'application/json'],$this->responsebodyjson,));$this->provider = $this->create_provider(\core_ai\aiactions\generate_text::class);$this->create_action($user1->id);$processor = new process_generate_text($provider, $this->action);$result = $processor->process();$this->assertTrue($result->get_success());}/*** Test process method with global rate limiter.*/public function test_process_with_global_rate_limiter(): void {// Create users.$user1 = $this->getDataGenerator()->create_user();$user2 = $this->getDataGenerator()->create_user();// Log in user1.$this->setUser($user1);// Mock clock.$clock = $this->mock_clock_with_frozen();// Set the global rate limiter.$config = ['apikey' => '123','enableglobalratelimit' => true,'globalratelimit' => 1,];$provider = $this->manager->create_provider_instance(classname: '\aiprovider_openai\provider',name: 'dummy',config: $config,actionconfig: [\core_ai\aiactions\generate_text::class => ['settings' => ['model' => 'gpt-4o','endpoint' => "https://api.openai.com/v1/chat/completions",'systeminstruction' => get_string('action_generate_text_instruction', 'core_ai'),],],],);// Mock the http client to return a successful response.['mock' => $mock] = $this->get_mocked_http_client();// Case 1: Global rate limit has not been reached.$this->create_action($user1->id);// The response from OpenAI.$mock->append(new Response(200,['Content-Type' => 'application/json'],$this->responsebodyjson,));$processor = new process_generate_text($provider, $this->action);$result = $processor->process();$this->assertTrue($result->get_success());// Case 2: Global rate limit has been reached.$clock->bump(HOURSECS - 10);// The response from OpenAI.$mock->append(new Response(200,['Content-Type' => 'application/json'],$this->responsebodyjson,));$this->create_action($user1->id);$processor = new process_generate_text($provider, $this->action);$result = $processor->process();$this->assertEquals(429, $result->get_errorcode());$this->assertEquals('Global rate limit exceeded', $result->get_errormessage());$this->assertFalse($result->get_success());// Case 3: Global rate limit has been reached for a different user too.// Log in user2.$this->setUser($user2);$this->create_action($user2->id);// The response from OpenAI.$mock->append(new Response(200,['Content-Type' => 'application/json'],$this->responsebodyjson,));$processor = new process_generate_text($provider, $this->action);$result = $processor->process();$this->assertFalse($result->get_success());// Case 4: Time window has passed, global rate limit should be reset.$clock->bump(11);// Log in user1.$this->setUser($user1);// The response from OpenAI.$mock->append(new Response(200,['Content-Type' => 'application/json'],$this->responsebodyjson,));$this->provider = $this->create_provider(\core_ai\aiactions\generate_text::class);$this->create_action($user1->id);$processor = new process_generate_text($provider, $this->action);$result = $processor->process();$this->assertTrue($result->get_success());}}