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<?php
2
// This file is part of Moodle - http://moodle.org/
3
//
4
// Moodle is free software: you can redistribute it and/or modify
5
// it under the terms of the GNU General Public License as published by
6
// the Free Software Foundation, either version 3 of the License, or
7
// (at your option) any later version.
8
//
9
// Moodle is distributed in the hope that it will be useful,
10
// but WITHOUT ANY WARRANTY; without even the implied warranty of
11
// MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
12
// GNU General Public License for more details.
13
//
14
// You should have received a copy of the GNU General Public License
15
// along with Moodle.  If not, see <http://www.gnu.org/licenses/>.
16
 
17
namespace aiprovider_azureai;
18
 
19
use core_ai\aiactions\base;
20
use core_ai\manager;
21
use GuzzleHttp\Psr7\Response;
22
 
23
/**
24
 * Test response_base Azure AI provider methods.
25
 *
26
 * @package    aiprovider_azureai
27
 * @copyright  2024 Matt Porritt <matt.porritt@moodle.com>
28
 * @license    http://www.gnu.org/copyleft/gpl.html GNU GPL v3 or later
29
 * @covers     \aiprovider_azureai\process_generate_image
30
 */
31
final class process_generate_image_test extends \advanced_testcase {
32
    /** @var string A successful response in JSON format. */
33
    protected string $responsebodyjson;
34
 
35
    /** @var manager $manager */
36
    private manager $manager;
37
 
38
    /** @var provider The provider that will process the action. */
39
    protected provider $provider;
40
 
41
    /** @var base The action to process. */
42
    protected base $action;
43
 
44
    /**
45
     * Set up the test.
46
     */
47
    protected function setUp(): void {
48
        parent::setUp();
49
        $this->resetAfterTest();
50
        // Load a response body from a file.
51
        $this->responsebodyjson = file_get_contents(self::get_fixture_path('aiprovider_azureai', 'image_request_success.json'));
52
        $this->create_provider();
53
        $this->create_action();
54
    }
55
 
56
    /**
57
     * Create the provider object.
58
     */
59
    private function create_provider(): void {
60
        $this->manager = \core\di::get(\core_ai\manager::class);
61
        $config = [
62
            'apikey' => '123',
63
            'endpoint' => 'https://api.example.com',
64
            'enableuserratelimit' => true,
65
            'userratelimit' => 1,
66
            'enableglobalratelimit' => true,
67
            'globalratelimit' => 1,
68
        ];
69
        $this->provider = $this->manager->create_provider_instance(
70
            classname: '\aiprovider_azureai\provider',
71
            name: 'dummy',
72
            config: $config,
73
        );
74
    }
75
 
76
    /**
77
     * Create the action object.
78
     *
79
     * @param int $userid The user id to use in the action.
80
     */
81
    private function create_action(int $userid = 1): void {
82
        $this->action = new \core_ai\aiactions\generate_image(
83
            contextid: 1,
84
            userid: $userid,
85
            prompttext: 'This is a test prompt',
86
            quality: 'hd',
87
            aspectratio: 'square',
88
            numimages: 1,
89
            style: 'vivid',
90
        );
91
    }
92
 
93
    /**
94
     * Test calculate_size.
95
     */
96
    public function test_calculate_size(): void {
97
        $processor = new process_generate_image($this->provider, $this->action);
98
 
99
        // We're working with a private method here, so we need to use reflection.
100
        $method = new \ReflectionMethod($processor, 'calculate_size');
101
 
102
        $ratio = 'square';
103
        $size = $method->invoke($processor, $ratio);
104
        $this->assertEquals('1024x1024', $size);
105
 
106
        $ratio = 'portrait';
107
        $size = $method->invoke($processor, $ratio);
108
        $this->assertEquals('1024x1792', $size);
109
 
110
        $ratio = 'landscape';
111
        $size = $method->invoke($processor, $ratio);
112
        $this->assertEquals('1792x1024', $size);
113
    }
114
 
115
    /**
116
     * Test create_request_object
117
     */
118
    public function test_create_request_object(): void {
119
        $processor = new process_generate_image($this->provider, $this->action);
120
 
121
        // We're working with a private method here, so we need to use reflection.
122
        $method = new \ReflectionMethod($processor, 'create_request_object');
123
        $request = $method->invoke($processor, 1);
124
 
125
        $requestdata = (object) json_decode($request->getBody()->getContents());
126
 
127
        $this->assertEquals('This is a test prompt', $requestdata->prompt);
128
        $this->assertEquals('1', $requestdata->n);
129
        $this->assertEquals('hd', $requestdata->quality);
130
        $this->assertEquals('1024x1024', $requestdata->size);
131
    }
132
 
133
    /**
134
     * Test the API error response handler method.
135
     */
136
    public function test_handle_api_error(): void {
137
        $responses = [
138
            500 => new Response(500, ['Content-Type' => 'application/json']),
139
            503 => new Response(503, ['Content-Type' => 'application/json']),
140
            401 => new Response(401, ['Content-Type' => 'application/json'],
141
                '{"error": {"message": "Invalid Authentication"}}'),
142
            404 => new Response(404, ['Content-Type' => 'application/json'],
143
                '{"error": {"message": "You must be a member of an organization to use the API"}}'),
144
            429 => new Response(429, ['Content-Type' => 'application/json'],
145
                '{"error": {"message": "Rate limit reached for requests"}}'),
146
        ];
147
 
148
        $processor = new process_generate_image($this->provider, $this->action);
149
        $method = new \ReflectionMethod($processor, 'handle_api_error');
150
 
151
        foreach ($responses as $status => $response) {
152
            $result = $method->invoke($processor, $response);
153
            $this->assertEquals($status, $result['errorcode']);
154
            if ($status == 500) {
155
                $this->assertEquals('Internal Server Error', $result['errormessage']);
156
            } else if ($status == 503) {
157
                $this->assertEquals('Service Unavailable', $result['errormessage']);
158
            } else {
159
                $this->assertStringContainsString($response->getBody()->getContents(), $result['errormessage']);
160
            }
161
        }
162
    }
163
 
164
    /**
165
     * Test the API success response handler method.
166
     */
167
    public function test_handle_api_success(): void {
168
        $response = new Response(
169
            200,
170
            ['Content-Type' => 'application/json'],
171
            $this->responsebodyjson
172
        );
173
 
174
        // We're testing a private method, so we need to setup reflector magic.
175
        $processor = new process_generate_image($this->provider, $this->action);
176
        $method = new \ReflectionMethod($processor, 'handle_api_success');
177
 
178
        $result = $method->invoke($processor, $response);
179
 
180
        $this->stringContains('An image that represents the concept of a \'test\'.', $result['revisedprompt']);
181
        $this->stringContains('oaidalleapiprodscus.blob.core.windows.net', $result['sourceurl']);
182
    }
183
 
184
    /**
185
     * Test query_ai_api for a successful call.
186
     */
187
    public function test_query_ai_api_success(): void {
188
        // Mock the http client to return a successful response.
189
        ['mock' => $mock] = $this->get_mocked_http_client();
190
 
191
        // The response from Azure AI.
192
        $mock->append(new Response(
193
            200,
194
            ['Content-Type' => 'application/json'],
195
            $this->responsebodyjson,
196
        ));
197
 
198
        $mock->append(new Response(
199
            200,
200
            ['Content-Type' => 'image/jpeg'],
201
            \GuzzleHttp\Psr7\Utils::streamFor(fopen(
202
                self::get_fixture_path('aiprovider_azureai', 'test.jpg'),
203
                'r',
204
            )),
205
        ));
206
 
207
        $this->setAdminUser();
208
 
209
        $processor = new process_generate_image($this->provider, $this->action);
210
        $method = new \ReflectionMethod($processor, 'query_ai_api');
211
        $result = $method->invoke($processor);
212
 
213
        $this->stringContains('An image that represents the concept of a \'test\'.', $result['revisedprompt']);
214
        $this->stringContains('oaidalleapiprodscus.blob.core.windows.net', $result['sourceurl']);
215
    }
216
 
217
    /**
218
     * Test prepare_response success.
219
     */
220
    public function test_prepare_response_success(): void {
221
        $processor = new process_generate_image($this->provider, $this->action);
222
 
223
        // We're working with a private method here, so we need to use reflection.
224
        $method = new \ReflectionMethod($processor, 'prepare_response');
225
 
226
        $response = [
227
            'success' => true,
228
            'revisedprompt' => 'An image that represents the concept of a \'test\'.',
229
            'imageurl' => 'oaidalleapiprodscus.blob.core.windows.net',
230
        ];
231
 
232
        $result = $method->invoke($processor, $response);
233
 
234
        $this->assertInstanceOf(\core_ai\aiactions\responses\response_base::class, $result);
235
        $this->assertTrue($result->get_success());
236
        $this->assertEquals('generate_image', $result->get_actionname());
237
        $this->assertEquals($response['success'], $result->get_success());
238
        $this->assertEquals($response['revisedprompt'], $result->get_response_data()['revisedprompt']);
239
    }
240
 
241
    /**
242
     * Test prepare_response error.
243
     */
244
    public function test_prepare_response_error(): void {
245
        $processor = new process_generate_image($this->provider, $this->action);
246
 
247
        // We're working with a private method here, so we need to use reflection.
248
        $method = new \ReflectionMethod($processor, 'prepare_response');
249
 
250
        $response = [
251
            'success' => false,
252
            'errorcode' => 500,
253
            'errormessage' => 'Internal server error.',
254
        ];
255
 
256
        $result = $method->invoke($processor, $response);
257
 
258
        $this->assertInstanceOf(\core_ai\aiactions\responses\response_base::class, $result);
259
        $this->assertFalse($result->get_success());
260
        $this->assertEquals('generate_image', $result->get_actionname());
261
        $this->assertEquals($response['errorcode'], $result->get_errorcode());
262
        $this->assertEquals($response['errormessage'], $result->get_errormessage());
263
    }
264
 
265
    /**
266
     * Test url_to_file.
267
     */
268
    public function test_url_to_file(): void {
269
        // Log in user.
270
        $this->setUser($this->getDataGenerator()->create_user());
271
 
272
        $processor = new process_generate_image($this->provider, $this->action);
273
        // We're working with a private method here, so we need to use reflection.
274
        $method = new \ReflectionMethod($processor, 'url_to_file');
275
 
276
        $contextid = 1;
277
        $url = $this->getExternalTestFileUrl('/test.jpg', false);
278
        $fileobj = $method->invoke($processor, $contextid, $url);
279
 
280
        $this->assertEquals('user', $fileobj->get_component());
281
        $this->assertEquals('draft', $fileobj->get_filearea());
282
    }
283
 
284
    /**
285
     * Test process.
286
     */
287
    public function test_process(): void {
288
        // Log in user.
289
        $this->setUser($this->getDataGenerator()->create_user());
290
 
291
        // Mock the http client to return a successful response.
292
        ['mock' => $mock] = $this->get_mocked_http_client();
293
 
294
        $url = 'https://example.com/test.jpg';
295
 
296
        // The response from Azure AI.
297
        $mock->append(new Response(
298
            200,
299
            ['Content-Type' => 'application/json'],
300
            json_encode([
301
                'created' => 1719140500,
302
                'data' => [
303
                    (object) [
304
                        'revised_prompt' => 'An image that represents the concept of a \'test\'.',
305
                        'url' => $url,
306
                    ],
307
                ],
308
            ]),
309
        ));
310
 
311
        // The image downloaded from the server successfully.
312
        $mock->append(new Response(
313
            200,
314
            ['Content-Type' => 'image/jpeg'],
315
            \GuzzleHttp\Psr7\Utils::streamFor(fopen(self::get_fixture_path('aiprovider_azureai', 'test.jpg'), 'r')),
316
        ));
317
 
318
        // Create a request object.
319
        $contextid = 1;
320
        $userid = 1;
321
        $prompttext = 'This is a test prompt';
322
        $aspectratio = 'square';
323
        $quality = 'hd';
324
        $numimages = 1;
325
        $style = 'vivid';
326
        $this->action = new \core_ai\aiactions\generate_image(
327
            contextid: $contextid,
328
            userid: $userid,
329
            prompttext: $prompttext,
330
            quality: $quality,
331
            aspectratio: $aspectratio,
332
            numimages: $numimages,
333
            style: $style,
334
        );
335
 
336
        $processor = new process_generate_image($this->provider, $this->action);
337
        $result = $processor->process();
338
 
339
        $this->assertInstanceOf(\core_ai\aiactions\responses\response_base::class, $result);
340
        $this->assertTrue($result->get_success());
341
        $this->assertEquals('generate_image', $result->get_actionname());
342
        $this->assertEquals('An image that represents the concept of a \'test\'.', $result->get_response_data()['revisedprompt']);
343
        $this->assertEquals($url, $result->get_response_data()['sourceurl']);
344
    }
345
 
346
    /**
347
     * Test process method with error.
348
     */
349
    public function test_process_error(): void {
350
        // Log in user.
351
        $this->setUser($this->getDataGenerator()->create_user());
352
 
353
        // Mock the http client to return a successful response.
354
        ['mock' => $mock] = $this->get_mocked_http_client();
355
 
356
        // The response from Azure AI.
357
        $mock->append(new Response(
358
            401,
359
            ['Content-Type' => 'application/json'],
360
            json_encode(['error' => ['message' => 'Invalid Authentication']]),
361
        ));
362
 
363
        $processor = new process_generate_image($this->provider, $this->action);
364
        $result = $processor->process();
365
 
366
        $this->assertInstanceOf(\core_ai\aiactions\responses\response_base::class, $result);
367
        $this->assertFalse($result->get_success());
368
        $this->assertEquals('generate_image', $result->get_actionname());
369
        $this->assertEquals(401, $result->get_errorcode());
370
        $this->assertEquals('Invalid Authentication', $result->get_errormessage());
371
    }
372
 
373
    /**
374
     * Test process method with user rate limiter.
375
     */
376
    public function test_process_with_user_rate_limiter(): void {
377
        // Create users.
378
        $user1 = $this->getDataGenerator()->create_user();
379
        $user2 = $this->getDataGenerator()->create_user();
380
        // Log in user1.
381
        $this->setUser($user1);
382
        // Mock clock.
383
        $clock = $this->mock_clock_with_frozen();
384
 
385
        // Set the user rate limiter.
386
        $config = [
387
            'apikey' => '123',
388
            'endpoint' => 'https://api.example.com',
389
            'enableuserratelimit' => true,
390
            'userratelimit' => 1,
391
        ];
392
        $actionconfig = [
393
            'core_ai\\aiactions\\generate_image' => [
394
                'enabled' => true,
395
                'settings' => [
396
                    'deployment' => 'test',
397
                    'apiversion' => '2024-06-01',
398
                ],
399
            ],
400
        ];
401
        $provider = $this->manager->create_provider_instance(
402
            classname: provider::class,
403
            name: 'dummy',
404
            config: $config,
405
        );
406
        $provider = $this->manager->update_provider_instance(
407
            provider: $provider,
408
            actionconfig: $actionconfig,
409
        );
410
 
411
        // Mock the http client to return a successful response.
412
        ['mock' => $mock] = $this->get_mocked_http_client();
413
        $url = 'https://example.com/test.jpg';
414
 
415
        // Case 1: User rate limit has not been reached.
416
        $this->create_action($user1->id);
417
        // The response from Azure AI.
418
        $mock->append(new Response(
419
            200,
420
            ['Content-Type' => 'application/json'],
421
            json_encode([
422
                'created' => 1719140500,
423
                'data' => [
424
                    (object) [
425
                        'revised_prompt' => 'An image that represents the concept of a \'test\'.',
426
                        'url' => $url,
427
                    ],
428
                ],
429
            ]),
430
        ));
431
        // The image downloaded from the server successfully.
432
        $mock->append(new Response(
433
            200,
434
            ['Content-Type' => 'image/jpeg'],
435
            \GuzzleHttp\Psr7\Utils::streamFor(fopen(self::get_fixture_path('aiprovider_azureai', 'test.jpg'), 'r')),
436
        ));
437
        $processor = new process_generate_image($provider, $this->action);
438
        $result = $processor->process();
439
        $this->assertTrue($result->get_success());
440
 
441
        // Case 2: User rate limit has been reached.
442
        $clock->bump(HOURSECS - 10);
443
        // The response from Azure AI.
444
        $mock->append(new Response(
445
            200,
446
            ['Content-Type' => 'application/json'],
447
            json_encode([
448
                'created' => 1719140500,
449
                'data' => [
450
                    (object) [
451
                        'revised_prompt' => 'An image that represents the concept of a \'test\'.',
452
                        'url' => $url,
453
                    ],
454
                ],
455
            ]),
456
        ));
457
        // The image downloaded from the server successfully.
458
        $mock->append(new Response(
459
            200,
460
            ['Content-Type' => 'image/jpeg'],
461
            \GuzzleHttp\Psr7\Utils::streamFor(fopen(self::get_fixture_path('aiprovider_azureai', 'test.jpg'), 'r')),
462
        ));
463
        $this->create_action($user1->id);
464
        $processor = new process_generate_image($provider, $this->action);
465
        $result = $processor->process();
466
        $this->assertEquals(429, $result->get_errorcode());
467
        $this->assertEquals('User rate limit exceeded', $result->get_errormessage());
468
        $this->assertFalse($result->get_success());
469
 
470
        // Case 3: User rate limit has not been reached for a different user.
471
        // Log in user2.
472
        $this->setUser($user2);
473
        $this->create_action($user2->id);
474
        // The response from Azure AI.
475
        $mock->append(new Response(
476
            200,
477
            ['Content-Type' => 'application/json'],
478
            json_encode([
479
                'created' => 1719140500,
480
                'data' => [
481
                    (object) [
482
                        'revised_prompt' => 'An image that represents the concept of a \'test\'.',
483
                        'url' => $url,
484
                    ],
485
                ],
486
            ]),
487
        ));
488
        // The image downloaded from the server successfully.
489
        $mock->append(new Response(
490
            200,
491
            ['Content-Type' => 'image/jpeg'],
492
            \GuzzleHttp\Psr7\Utils::streamFor(fopen(self::get_fixture_path('aiprovider_azureai', 'test.jpg'), 'r')),
493
        ));
494
        $processor = new process_generate_image($provider, $this->action);
495
        $result = $processor->process();
496
        $this->assertTrue($result->get_success());
497
 
498
        // Case 4: Time window has passed, user rate limit should be reset.
499
        $clock->bump(11);
500
        // Log in user1.
501
        $this->setUser($user1);
502
        // The response from Azure AI.
503
        $mock->append(new Response(
504
            200,
505
            ['Content-Type' => 'application/json'],
506
            json_encode([
507
                'created' => 1719140500,
508
                'data' => [
509
                    (object) [
510
                        'revised_prompt' => 'An image that represents the concept of a \'test\'.',
511
                        'url' => $url,
512
                    ],
513
                ],
514
            ]),
515
        ));
516
        // The image downloaded from the server successfully.
517
        $mock->append(new Response(
518
            200,
519
            ['Content-Type' => 'image/jpeg'],
520
            \GuzzleHttp\Psr7\Utils::streamFor(fopen(self::get_fixture_path('aiprovider_azureai', 'test.jpg'), 'r')),
521
        ));
522
        $this->create_action($user1->id);
523
        $processor = new process_generate_image($provider, $this->action);
524
        $result = $processor->process();
525
        $this->assertTrue($result->get_success());
526
    }
527
 
528
    /**
529
     * Test process method with global rate limiter.
530
     */
531
    public function test_process_with_global_rate_limiter(): void {
532
        // Create users.
533
        $user1 = $this->getDataGenerator()->create_user();
534
        $user2 = $this->getDataGenerator()->create_user();
535
        // Log in user1.
536
        $this->setUser($user1);
537
        // Mock clock.
538
        $clock = $this->mock_clock_with_frozen();
539
 
540
        // Set the global rate limiter.
541
        $config = [
542
            'apikey' => '123',
543
            'endpoint' => 'https://api.example.com',
544
            'enableglobalratelimit' => true,
545
            'globalratelimit' => 1,
546
        ];
547
        $actionconfig = [
548
            'core_ai\\aiactions\\generate_image' => [
549
                'enabled' => true,
550
                'settings' => [
551
                    'deployment' => 'test',
552
                    'apiversion' => '2024-06-01',
553
                ],
554
            ],
555
        ];
556
        $provider = $this->manager->create_provider_instance(
557
            classname: provider::class,
558
            name: 'dummy',
559
            config: $config,
560
        );
561
        $provider = $this->manager->update_provider_instance(
562
            provider: $provider,
563
            actionconfig: $actionconfig,
564
        );
565
 
566
        // Mock the http client to return a successful response.
567
        ['mock' => $mock] = $this->get_mocked_http_client();
568
        $url = 'https://example.com/test.jpg';
569
 
570
        // Case 1: Global rate limit has not been reached.
571
        $this->create_action($user1->id);
572
        // The response from Azure AI.
573
        $mock->append(new Response(
574
            200,
575
            ['Content-Type' => 'application/json'],
576
            json_encode([
577
                'created' => 1719140500,
578
                'data' => [
579
                    (object) [
580
                        'revised_prompt' => 'An image that represents the concept of a \'test\'.',
581
                        'url' => $url,
582
                    ],
583
                ],
584
            ]),
585
        ));
586
        // The image downloaded from the server successfully.
587
        $mock->append(new Response(
588
            200,
589
            ['Content-Type' => 'image/jpeg'],
590
            \GuzzleHttp\Psr7\Utils::streamFor(fopen(self::get_fixture_path('aiprovider_azureai', 'test.jpg'), 'r')),
591
        ));
592
        $processor = new process_generate_image($provider, $this->action);
593
        $result = $processor->process();
594
        $this->assertTrue($result->get_success());
595
 
596
        // Case 2: Global rate limit has been reached.
597
        $clock->bump(HOURSECS - 10);
598
        // The response from Azure AI.
599
        $mock->append(new Response(
600
            200,
601
            ['Content-Type' => 'application/json'],
602
            json_encode([
603
                'created' => 1719140500,
604
                'data' => [
605
                    (object) [
606
                        'revised_prompt' => 'An image that represents the concept of a \'test\'.',
607
                        'url' => $url,
608
                    ],
609
                ],
610
            ]),
611
        ));
612
        // The image downloaded from the server successfully.
613
        $mock->append(new Response(
614
            200,
615
            ['Content-Type' => 'image/jpeg'],
616
            \GuzzleHttp\Psr7\Utils::streamFor(fopen(self::get_fixture_path('aiprovider_azureai', 'test.jpg'), 'r')),
617
        ));
618
        $this->create_action($user1->id);
619
        $processor = new process_generate_image($provider, $this->action);
620
        $result = $processor->process();
621
        $this->assertEquals(429, $result->get_errorcode());
622
        $this->assertEquals('Global rate limit exceeded', $result->get_errormessage());
623
        $this->assertFalse($result->get_success());
624
 
625
        // Case 3: Global rate limit has been reached for a different user too.
626
        // Log in user2.
627
        $this->setUser($user2);
628
        $this->create_action($user2->id);
629
        // The response from Azure AI.
630
        $mock->append(new Response(
631
            200,
632
            ['Content-Type' => 'application/json'],
633
            json_encode([
634
                'created' => 1719140500,
635
                'data' => [
636
                    (object) [
637
                        'revised_prompt' => 'An image that represents the concept of a \'test\'.',
638
                        'url' => $url,
639
                    ],
640
                ],
641
            ]),
642
        ));
643
        // The image downloaded from the server successfully.
644
        $mock->append(new Response(
645
            200,
646
            ['Content-Type' => 'image/jpeg'],
647
            \GuzzleHttp\Psr7\Utils::streamFor(fopen(self::get_fixture_path('aiprovider_azureai', 'test.jpg'), 'r')),
648
        ));
649
        $processor = new process_generate_image($provider, $this->action);
650
        $result = $processor->process();
651
        $this->assertFalse($result->get_success());
652
 
653
        // Case 4: Time window has passed, global rate limit should be reset.
654
        $clock->bump(11);
655
        // Log in user1.
656
        $this->setUser($user1);
657
        // The response from Azure AI.
658
        $mock->append(new Response(
659
            200,
660
            ['Content-Type' => 'application/json'],
661
            json_encode([
662
                'created' => 1719140500,
663
                'data' => [
664
                    (object) [
665
                        'revised_prompt' => 'An image that represents the concept of a \'test\'.',
666
                        'url' => $url,
667
                    ],
668
                ],
669
            ]),
670
        ));
671
        // The image downloaded from the server successfully.
672
        $mock->append(new Response(
673
            200,
674
            ['Content-Type' => 'image/jpeg'],
675
            \GuzzleHttp\Psr7\Utils::streamFor(fopen(self::get_fixture_path('aiprovider_azureai', 'test.jpg'), 'r')),
676
        ));
677
        $this->create_action($user1->id);
678
        $processor = new process_generate_image($provider, $this->action);
679
        $result = $processor->process();
680
        $this->assertTrue($result->get_success());
681
    }
682
}