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"""End-to-End Testing for Gradio UI Interface. |
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This module tests the complete user interface experience including: |
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- Gradio interface creation and functionality |
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- User interaction workflows |
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- UI component integration |
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- Error handling in the UI |
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- Accessibility and usability features |
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""" |
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from unittest.mock import patch |
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import gradio as gr |
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import pytest |
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from app import create_gradio_interface, handle_execute_plan, handle_find_tools |
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class TestE2EGradioInterface: |
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"""Test complete Gradio interface functionality.""" |
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@pytest.fixture |
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def gradio_interface(self): |
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"""Provide Gradio interface for testing.""" |
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return create_gradio_interface() |
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def test_gradio_interface_creation(self, gradio_interface): |
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"""Test that Gradio interface is created successfully.""" |
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assert gradio_interface is not None |
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assert isinstance(gradio_interface, gr.Blocks) |
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def test_interface_components_exist(self, gradio_interface): |
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"""Test that all required UI components exist.""" |
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interface_str = str(gradio_interface) |
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assert "query-input" in interface_str or "Textbox" in interface_str |
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assert "find-button" in interface_str or "Button" in interface_str |
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assert "execute-button" in interface_str or "Button" in interface_str |
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assert "json-output" in interface_str or "JSON" in interface_str |
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def test_enhanced_styling_applied(self, gradio_interface): |
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"""Test that enhanced MVP3 styling is properly applied.""" |
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css_content = getattr(gradio_interface, "css", "") |
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if css_content: |
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assert any( |
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term in css_content |
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for term in ["--primary-blue", "--success-green", "--error-red"] |
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) |
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assert any( |
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term in css_content |
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for term in ["main-header", "feature-highlight", "loading-spinner"] |
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) |
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else: |
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assert True |
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def test_responsive_design_implemented(self, gradio_interface): |
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"""Test that responsive design features are present.""" |
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css_content = getattr(gradio_interface, "css", "") |
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if css_content: |
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responsive_features = ["@media", "max-width", "768px", "100%"] |
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assert any(feature in css_content for feature in responsive_features) |
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else: |
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assert True |
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def test_accessibility_features_present(self, gradio_interface): |
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"""Test that accessibility features are implemented.""" |
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css_content = getattr(gradio_interface, "css", "") |
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if css_content: |
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accessibility_features = ["sr-only", "focus", "outline"] |
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assert any(feature in css_content for feature in accessibility_features) |
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else: |
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assert True |
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def test_mvp3_title_and_branding(self, gradio_interface): |
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"""Test that MVP3 branding is correctly displayed.""" |
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assert gradio_interface is not None |
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assert hasattr(gradio_interface, "css") |
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class TestE2EUserInteractionFlows: |
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"""Test complete user interaction workflows through the UI.""" |
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def test_basic_tool_discovery_flow(self): |
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"""Test basic tool discovery user flow.""" |
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query = "I need sentiment analysis for customer reviews" |
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result = handle_find_tools(query) |
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assert isinstance(result, dict) |
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assert "status" in result |
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if result["status"] == "success": |
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assert "planned_steps" in result |
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assert "total_steps" in result |
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assert "query" in result |
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assert result["query"] == query |
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def test_text_summarization_flow(self): |
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"""Test text summarization discovery flow.""" |
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query = "I need to summarize long documents" |
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result = handle_find_tools(query) |
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assert isinstance(result, dict) |
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assert result["status"] in ["success", "error"] |
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if result["status"] == "success" and result.get("planned_steps"): |
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steps = result["planned_steps"] |
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any( |
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"summar" in step.get("tool", {}).get("name", "").lower() |
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or "summar" in step.get("tool", {}).get("description", "").lower() |
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for step in steps |
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) |
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def test_code_analysis_flow(self): |
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"""Test code analysis discovery flow.""" |
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query = "I need code quality analysis and linting" |
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result = handle_find_tools(query) |
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assert isinstance(result, dict) |
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assert result["status"] in ["success", "error"] |
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if result["status"] == "success" and result.get("planned_steps"): |
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steps = result["planned_steps"] |
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any( |
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any( |
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keyword in step.get("tool", {}).get("name", "").lower() |
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or keyword in step.get("tool", {}).get("description", "").lower() |
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for keyword in ["code", "lint", "quality", "analysis"] |
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) |
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for step in steps |
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) |
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def test_image_processing_flow(self): |
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"""Test image processing discovery flow.""" |
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query = "I need image captioning and visual analysis" |
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result = handle_find_tools(query) |
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assert isinstance(result, dict) |
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assert result["status"] in ["success", "error"] |
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if result["status"] == "success" and result.get("planned_steps"): |
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steps = result["planned_steps"] |
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any( |
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any( |
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keyword in step.get("tool", {}).get("name", "").lower() |
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or keyword in step.get("tool", {}).get("description", "").lower() |
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for keyword in ["image", "caption", "visual", "photo"] |
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) |
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for step in steps |
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) |
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@patch("agents.executor.random.random") |
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def test_execution_simulation_flow(self, mock_random): |
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"""Test execution simulation workflow.""" |
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mock_random.return_value = 0.5 |
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query = "sentiment analysis for customer feedback" |
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plan_result = handle_find_tools(query) |
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if plan_result["status"] == "success" and plan_result.get("planned_steps"): |
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first_step = plan_result["planned_steps"][0] |
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execution_inputs = { |
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"text": "This product is amazing! I love it so much.", |
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"format": "detailed", |
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} |
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execution_result = handle_execute_plan(first_step, execution_inputs) |
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assert isinstance(execution_result, dict) |
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assert "status" in execution_result |
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assert execution_result["status"] in [ |
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"simulated_success", |
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"simulated_error", |
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"error", |
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] |
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if execution_result["status"] in ["simulated_success", "simulated_error"]: |
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assert "execution_id" in execution_result |
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assert "results" in execution_result |
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assert "execution_details" in execution_result |
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@patch("agents.executor.random.random") |
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def test_error_simulation_flow(self, mock_random): |
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"""Test error simulation in execution workflow.""" |
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mock_random.return_value = 0.05 |
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query = "test error simulate network timeout" |
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plan_result = handle_find_tools(query) |
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if plan_result["status"] == "success" and plan_result.get("planned_steps"): |
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first_step = plan_result["planned_steps"][0] |
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execution_inputs = {"input": "test data"} |
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execution_result = handle_execute_plan(first_step, execution_inputs) |
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assert isinstance(execution_result, dict) |
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assert "status" in execution_result |
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def test_empty_query_handling(self): |
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"""Test handling of empty queries.""" |
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result = handle_find_tools("") |
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assert isinstance(result, dict) |
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assert result["status"] in ["success", "error"] |
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if result["status"] == "success": |
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assert "planned_steps" in result |
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def test_whitespace_query_handling(self): |
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"""Test handling of whitespace-only queries.""" |
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result = handle_find_tools(" \n\t ") |
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assert isinstance(result, dict) |
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assert result["status"] in ["success", "error"] |
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def test_very_long_query_handling(self): |
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"""Test handling of extremely long queries.""" |
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long_query = "sentiment analysis " * 1000 |
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result = handle_find_tools(long_query) |
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assert isinstance(result, dict) |
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assert result["status"] in ["success", "error"] |
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def test_special_characters_handling(self): |
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"""Test handling of special characters and Unicode.""" |
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special_query = "sentiment π― analysis with Γ©mojis and $pecial ch@rs" |
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result = handle_find_tools(special_query) |
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assert isinstance(result, dict) |
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assert result["status"] in ["success", "error"] |
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def test_malformed_execution_inputs(self): |
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"""Test handling of malformed execution inputs.""" |
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mock_step = { |
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"tool": { |
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"tool_id": "test_tool", |
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"name": "Test Tool", |
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"description": "A test tool", |
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"tags": ["test"], |
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"invocation_command_stub": "test_command", |
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}, |
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"prompt": { |
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"prompt_id": "test_prompt", |
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"name": "Test Prompt", |
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"description": "A test prompt", |
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"template_string": "Process {{input}}", |
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"input_variables": ["input"], |
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}, |
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"relevance_score": 0.8, |
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} |
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test_cases = [ |
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None, |
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{}, |
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{"wrong_key": "value"}, |
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{"input": None}, |
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{"input": ""}, |
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] |
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for inputs in test_cases: |
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result = handle_execute_plan(mock_step, inputs) |
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assert isinstance(result, dict) |
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assert "status" in result |
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class TestE2EUIUsability: |
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"""Test UI usability and user experience features.""" |
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def test_example_queries_functionality(self): |
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"""Test that example queries work correctly.""" |
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example_queries = [ |
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"analyze sentiment of customer reviews", |
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"summarize this technical document", |
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"check code quality and security issues", |
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"generate captions for product images", |
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] |
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for query in example_queries: |
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result = handle_find_tools(query) |
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assert isinstance(result, dict) |
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assert result["status"] in ["success", "error"] |
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def test_progressive_enhancement(self): |
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"""Test that UI works with progressive enhancement.""" |
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basic_query = "sentiment analysis" |
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result = handle_find_tools(basic_query) |
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assert isinstance(result, dict) |
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assert "status" in result |
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def test_input_validation_feedback(self): |
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"""Test that input validation provides useful feedback.""" |
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test_inputs = [ |
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"", |
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"a", |
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"sentiment analysis for customer feedback", |
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"x" * 5000, |
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] |
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for query in test_inputs: |
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result = handle_find_tools(query) |
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assert isinstance(result, dict) |
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assert "status" in result |
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if result["status"] == "error" and "message" in result: |
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assert len(result["message"]) > 0 |
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def test_performance_feedback(self): |
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"""Test that UI provides performance feedback.""" |
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import time |
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query = "sentiment analysis for customer reviews" |
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start_time = time.time() |
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result = handle_find_tools(query) |
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end_time = time.time() |
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processing_time = end_time - start_time |
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assert processing_time < 5.0 |
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assert isinstance(result, dict) |
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class TestE2EUIIntegration: |
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"""Test UI integration with backend systems.""" |
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def test_knowledge_graph_ui_integration(self): |
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"""Test UI integration with knowledge graph.""" |
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specific_queries = [ |
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"sentiment analysis", |
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"text summarization", |
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"code quality", |
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"image captioning", |
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] |
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for query in specific_queries: |
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result = handle_find_tools(query) |
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assert isinstance(result, dict) |
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if result["status"] == "success" and result.get("planned_steps"): |
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for step in result["planned_steps"]: |
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assert "tool" in step |
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assert "prompt" in step |
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assert "relevance_score" in step |
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def test_embedding_service_ui_integration(self): |
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"""Test UI integration with embedding service.""" |
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similar_queries = [ |
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"sentiment analysis for reviews", |
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"analyze sentiment of customer feedback", |
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"emotion detection in text", |
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] |
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results = [] |
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for query in similar_queries: |
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result = handle_find_tools(query) |
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results.append(result) |
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for result in results: |
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assert isinstance(result, dict) |
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assert result["status"] in ["success", "error"] |
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def test_execution_engine_ui_integration(self): |
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"""Test UI integration with execution engine.""" |
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query = "sentiment analysis for customer feedback" |
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plan_result = handle_find_tools(query) |
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if plan_result["status"] == "success" and plan_result.get("planned_steps"): |
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first_step = plan_result["planned_steps"][0] |
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test_inputs = [ |
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{"text": "This is a positive review"}, |
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{"text": "This product is terrible"}, |
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{"text": "Neutral opinion about the service"}, |
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] |
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for inputs in test_inputs: |
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execution_result = handle_execute_plan(first_step, inputs) |
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assert isinstance(execution_result, dict) |
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assert "status" in execution_result |
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class TestE2EUIAccessibility: |
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"""Test UI accessibility features.""" |
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def test_keyboard_navigation_support(self, gradio_interface): |
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"""Test that keyboard navigation is supported.""" |
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interface_str = str(gradio_interface) |
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assert "outline:" in interface_str |
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assert "focus" in interface_str |
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def test_screen_reader_support(self, gradio_interface): |
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"""Test screen reader accessibility.""" |
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interface_str = str(gradio_interface) |
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assert "sr-only" in interface_str |
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assert any(tag in interface_str for tag in ["<h1", "<h2", "<h3"]) |
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def test_color_contrast_compliance(self, gradio_interface): |
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"""Test that color choices meet contrast requirements.""" |
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interface_str = str(gradio_interface) |
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assert "#2563eb" in interface_str |
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assert "#059669" in interface_str |
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assert "#dc2626" in interface_str |
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def test_responsive_design_accessibility(self, gradio_interface): |
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"""Test responsive design accessibility.""" |
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interface_str = str(gradio_interface) |
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assert "max-width: 768px" in interface_str |
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assert "width: 100%" in interface_str |
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class TestE2EUIPerformance: |
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"""Test UI performance characteristics.""" |
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def test_interface_loading_performance(self): |
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"""Test that interface loads quickly.""" |
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import time |
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start_time = time.time() |
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interface = create_gradio_interface() |
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load_time = time.time() - start_time |
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assert load_time < 2.0 |
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assert interface is not None |
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def test_query_processing_performance(self): |
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"""Test query processing performance.""" |
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import time |
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query = "sentiment analysis for customer reviews" |
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start_time = time.time() |
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result = handle_find_tools(query) |
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processing_time = time.time() - start_time |
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assert processing_time < 3.0 |
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assert isinstance(result, dict) |
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def test_ui_memory_efficiency(self): |
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"""Test UI memory usage.""" |
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import os |
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import psutil |
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process = psutil.Process(os.getpid()) |
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initial_memory = process.memory_info().rss / 1024 / 1024 |
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for _ in range(10): |
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create_gradio_interface() |
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handle_find_tools("test query") |
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final_memory = process.memory_info().rss / 1024 / 1024 |
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memory_increase = final_memory - initial_memory |
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assert memory_increase < 50 |
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class TestE2EUIReliability: |
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"""Test UI reliability and robustness.""" |
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def test_concurrent_user_simulation(self): |
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"""Test UI behavior with concurrent users.""" |
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import concurrent.futures |
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def simulate_user_session(): |
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"""Simulate a user session.""" |
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queries = ["sentiment analysis", "text summarization", "code quality check"] |
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results = [] |
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for query in queries: |
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result = handle_find_tools(query) |
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results.append(result) |
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return results |
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with concurrent.futures.ThreadPoolExecutor(max_workers=5) as executor: |
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futures = [executor.submit(simulate_user_session) for _ in range(10)] |
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all_results = [ |
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future.result() for future in concurrent.futures.as_completed(futures) |
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] |
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for session_results in all_results: |
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assert len(session_results) == 3 |
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for result in session_results: |
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assert isinstance(result, dict) |
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assert result["status"] in ["success", "error"] |
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def test_error_recovery(self): |
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"""Test UI error recovery capabilities.""" |
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queries = [ |
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"sentiment analysis", |
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"", |
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"text summarization", |
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] |
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results = [] |
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for query in queries: |
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result = handle_find_tools(query) |
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results.append(result) |
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for result in results: |
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assert isinstance(result, dict) |
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assert "status" in result |
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def test_session_persistence(self): |
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"""Test that UI maintains session state correctly.""" |
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queries = [ |
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"sentiment analysis for reviews", |
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"text summarization for documents", |
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"code quality analysis", |
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] |
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for query in queries: |
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result = handle_find_tools(query) |
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assert isinstance(result, dict) |
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assert result["status"] in ["success", "error"] |
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if result["status"] == "success": |
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assert "query" in result |
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assert result["query"] == query |
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