"""Integration test for AI-powered feedback analysis flow""" import pytest import os import yaml from unittest.mock import Mock, patch @pytest.fixture def test_product_for_analysis(app): """Create a test product for analysis testing""" with app.app_context(): # Create test product directory and config product_dir = os.path.join(app.config['DATA_DIR'], 'products', 'analysis-test-product') os.makedirs(product_dir, exist_ok=True) # Create product config config_file = os.path.join(product_dir, 'config.yaml') config_data = { 'product_id': 'analysis-test-product', 'name': 'Analysis Test Product', 'submission_url_slug': 'analysis-test', 'owner_language': 'en', 'assigned_owner_ids': ['usr_0001'], 'status': 'active' } with open(config_file, 'w') as f: yaml.dump(config_data, f) yield 'analysis-test-product' @pytest.mark.integration def test_full_ai_analysis_flow(client, app, test_product_for_analysis): """T070: Integration test for full AI analysis flow Test the complete AI analysis workflow: 1. User submits feedback in German 2. System saves feedback to filesystem 3. Background analysis task is triggered 4. AI analyzes feedback (category, summary, translation) 5. Analysis.md is created with results 6. Metadata is updated with status and language 7. Original content.txt is preserved """ # Mock the Claude API response mock_api_response = Mock() mock_api_response.content = [Mock(text=""" # Feedback Analysis **Category**: bug **Original Language**: de **Summary**: User reports that the login button is not working on mobile devices **Translation**: The login button on mobile devices does not respond when I click it. I tried multiple times but nothing happens. """)] # Patch the AI analyzer to use mock response with patch('app.services.ai_analyzer.anthropic.Anthropic'): with patch('app.services.ai_analyzer.ClaudeAnalyzer._call_claude_api', return_value=mock_api_response): with patch('os.getenv', return_value='test-api-key'): # Step 1-2: Submit feedback in German feedback_text = "Der Login-Button auf mobilen Geräten reagiert nicht, wenn ich darauf klicke. Ich habe es mehrmals versucht, aber es passiert nichts." data = { 'feedback_text': feedback_text } # Also mock the background threading to run synchronously in tests with patch('app.routes.submission.threading.Thread') as mock_thread: # Make the thread run immediately in the test with proper args def run_sync(): target = mock_thread.call_args[1]['target'] args = mock_thread.call_args[1]['args'] # Call with app context - first arg is app instance with args[0].app_context(): target(*args) mock_thread.return_value.start.side_effect = run_sync response = client.post('/submit/analysis-test', data=data, follow_redirects=True) assert response.status_code == 200 # Step 6-7: Verify feedback was saved and analyzed with app.app_context(): data_dir = app.config['DATA_DIR'] products_dir = os.path.join(data_dir, 'products', 'analysis-test-product', 'feedback') # Find the created feedback directory feedback_dirs = [d for d in os.listdir(products_dir) if os.path.isdir(os.path.join(products_dir, d))] assert len(feedback_dirs) > 0, "No feedback directory was created" feedback_dir = os.path.join(products_dir, feedback_dirs[0]) # Verify original content.txt is preserved (FR-016) content_file = os.path.join(feedback_dir, 'content.txt') assert os.path.exists(content_file) with open(content_file, 'r', encoding='utf-8') as f: saved_content = f.read() assert feedback_text in saved_content, "Original content not preserved" # Verify analysis.md was created analysis_file = os.path.join(feedback_dir, 'analysis.md') assert os.path.exists(analysis_file), "Analysis file not created" with open(analysis_file, 'r', encoding='utf-8') as f: analysis_content = f.read() # Verify analysis contains expected sections assert '# Feedback Analysis' in analysis_content assert 'Category' in analysis_content assert 'bug' in analysis_content assert 'Original Language' in analysis_content assert 'de' in analysis_content assert 'Summary' in analysis_content assert 'Translation' in analysis_content # Verify metadata was updated metadata_file = os.path.join(feedback_dir, 'metadata.yaml') assert os.path.exists(metadata_file) with open(metadata_file, 'r') as f: metadata = yaml.safe_load(f) # Status should be 'analyzed' after successful analysis assert metadata['status'] in ['analyzed', 'analyzing'] # Original language should be detected and stored assert metadata.get('original_language') == 'de' # Category should be stored assert metadata.get('category') == 'bug' @pytest.mark.integration def test_analysis_preserves_images(client, app, test_product_for_analysis): """Integration test: Verify images are stored but not analyzed via OCR (FR-021) Per FR-021, images should be stored as attachments but not processed for OCR. Only text content should be analyzed. """ import io feedback_text = "Screenshot of the error" data = { 'feedback_text': feedback_text, 'files': [ (io.BytesIO(b'PNG fake image data'), 'screenshot.png') ] } # Mock AI to ensure it only receives text, not image data mock_api_response = Mock() mock_api_response.content = [Mock(text=""" # Feedback Analysis **Category**: bug **Original Language**: en **Summary**: User provided screenshot of error **Translation**: (same as original) """)] with patch('app.services.ai_analyzer.anthropic.Anthropic'): with patch('app.services.ai_analyzer.ClaudeAnalyzer._call_claude_api', return_value=mock_api_response) as mock_call: with patch('os.getenv', return_value='test-api-key'): with patch('app.routes.submission.threading.Thread') as mock_thread: # Make the thread run immediately in the test with proper args def run_sync(): target = mock_thread.call_args[1]['target'] args = mock_thread.call_args[1]['args'] # Call with app context - first arg is app instance with args[0].app_context(): target(*args) mock_thread.return_value.start.side_effect = run_sync response = client.post('/submit/analysis-test', data=data, content_type='multipart/form-data', follow_redirects=True) assert response.status_code == 200 # Verify AI was called with text only, not image data if mock_call.called: call_args = str(mock_call.call_args) # Should contain text feedback assert 'Screenshot of the error' in call_args or 'screenshot' in call_args.lower() # Should NOT contain image binary data assert b'PNG' not in call_args.encode() if isinstance(call_args, str) else b'PNG' not in call_args # Verify image was stored as attachment with app.app_context(): data_dir = app.config['DATA_DIR'] products_dir = os.path.join(data_dir, 'products', 'analysis-test-product', 'feedback') feedback_dirs = [d for d in os.listdir(products_dir) if os.path.isdir(os.path.join(products_dir, d))] feedback_dir = os.path.join(products_dir, feedback_dirs[0]) attachments_dir = os.path.join(feedback_dir, 'attachments') assert os.path.exists(attachments_dir) assert 'screenshot.png' in os.listdir(attachments_dir)