""" Comprehensive Test for AI Ethics Engine This script tests the AI Ethics Engine with a variety of ethical dilemmas to evaluate its reasoning capabilities, robustness, and performance. """ import time from dataclasses import dataclass from typing import Dict, List, Optional, Any from datetime import datetime @dataclass class TestResult: """Container for test case results.""" test_id: int dilemma: str success: bool execution_time: float error: Optional[str] = None assessment: Optional[str] = None frameworks_used: List[str] = None audit_id: Optional[str] = None class ComprehensiveEthicsTest: """Comprehensive test suite for AI Ethics Engine.""" def __init__(self): """Initialize the test suite with test cases.""" self.test_cases = [ # Classic ethical dilemmas "Is it ethical to steal medicine to save a dying person?", "Should we sacrifice one person to save five in a trolley problem?", # Modern AI dilemmas "Is it ethical to develop autonomous weapons systems?", "Should AI have the right to refuse unethical commands?", "Is it wrong to create AI that can experience emotions?", # Business ethics "Should companies prioritize profits over environmental concerns?", "Is it ethical to use customer data for AI training without explicit consent?", # Personal ethics "Is it wrong to lie to protect someone's feelings?", "Should I break a promise if circumstances change dramatically?", # Edge cases "", # Empty input " " * 50, # Whitespace input "a" * 1000 # Very long input ] # Initialize test results self.results: List[TestResult] = [] self.start_time = time.time() self.tests_run = 0 self.tests_passed = 0 self.tests_failed = 0 def run_tests(self): """Run all test cases and collect results.""" print("šŸ§  COMPREHENSIVE AI ETHICS ENGINE TEST") print("=" * 70) print(f"Test started at: {datetime.now().strftime('%Y-%m-%d %H:%M:%S')}\n") # Import the engine here to catch import errors try: # Try importing from the components directory first try: from components.ai_ethics_engine_enhanced import AIEthicsEngine print("āœ… Using AIEthicsEngine from components directory") self.engine = AIEthicsEngine() except ImportError as e: # If that fails, try importing directly try: from ai_ethics_engine_enhanced import AIEthicsEngine print("āœ… Using AIEthicsEngine from local directory") self.engine = AIEthicsEngine() except ImportError as e2: print(f"āŒ Could not import AIEthicsEngine: {str(e2)}") raise ImportError("Could not find AIEthicsEngine in components or local directory") from e2 except Exception as e: print(f"āŒ ERROR: {str(e)}") print("\nFalling back to simple demo engine...") from simple_ethics_demo import SimpleEthicsEngine self.engine = SimpleEthicsEngine() # Run each test case for i, dilemma in enumerate(self.test_cases, 1): self._run_single_test(i, dilemma) # Print summary self._print_summary() def _run_single_test(self, test_id: int, dilemma: str): """Run a single test case and record results.""" self.tests_run += 1 print(f"\n{test_id}. TEST CASE: {dilemma[:80]}{'...' if len(dilemma) > 80 else ''}") print("-" * 50) start_time = time.time() result = TestResult( test_id=test_id, dilemma=dilemma, success=False, execution_time=0 ) try: # Skip empty or whitespace-only inputs if not dilemma or not dilemma.strip(): result.error = "Empty or whitespace-only input" result.execution_time = time.time() - start_time self.results.append(result) self.tests_failed += 1 print(f"ā© SKIPPED: {result.error}") return # Run the analysis with the correct parameters # First try with all parameters try: analysis_result = self.engine.analyze_dilemma( dilemma=dilemma, explain=True, audit=True, max_retries=1, timeout=30 ) except TypeError as e: # If that fails, try with just the required parameters print("āš ļø Falling back to minimal parameters due to: ", str(e)) analysis_result = self.engine.analyze_dilemma(dilemma) # Process results result.execution_time = time.time() - start_time if "error" in analysis_result: result.error = analysis_result["error"] self.tests_failed += 1 print(f"āŒ ERROR: {result.error}") else: result.success = True result.assessment = analysis_result.get("integrated_assessment", "No assessment provided") result.frameworks_used = list(analysis_result.get("framework_analyses", {}).keys()) result.audit_id = analysis_result.get("audit_id", "N/A") self.tests_passed += 1 # Print success message with performance info print(f"āœ… SUCCESS") print(f" Frameworks: {', '.join(result.frameworks_used) if result.frameworks_used else 'N/A'}") print(f" Time: {result.execution_time:.2f}s") print(f" ID: {result.audit_id}") # Print a preview of the assessment preview = (result.assessment[:150] + '...') if len(result.assessment) > 150 else result.assessment print(f"\n Assessment Preview: {preview}\n") except Exception as e: result.error = f"Unexpected error: {str(e)}" result.execution_time = time.time() - start_time self.tests_failed += 1 print(f"šŸ’„ CRASH: {result.error}") import traceback traceback.print_exc() self.results.append(result) def _print_summary(self): """Print a summary of test results.""" total_time = time.time() - self.start_time avg_time = sum(r.execution_time for r in self.results) / len(self.results) if self.results else 0 print("\n" + "=" * 70) print("šŸ“Š TEST SUMMARY") print("=" * 70) print(f"Total Tests Run: {self.tests_run}") print(f"Tests Passed: {self.tests_passed}") print(f"Tests Failed: {self.tests_failed}") print(f"Success Rate: {(self.tests_passed / self.tests_run * 100):.1f}%" if self.tests_run > 0 else "N/A") print(f"Total Time: {total_time:.2f} seconds") print(f"Average Time/Test: {avg_time:.2f} seconds") print("\n" + "=" * 70) # Print detailed failures if any failures = [r for r in self.results if not r.success and r.error] if failures: print("\nšŸ”“ FAILED TESTS:") for i, failure in enumerate(failures, 1): print(f"\n{i}. Test #{failure.test_id}: {failure.dilemma[:80]}...") print(f" Error: {failure.error}") print(f" Time: {failure.execution_time:.2f}s") print("\nāœ… Test completed!") if __name__ == "__main__": tester = ComprehensiveEthicsTest() tester.run_tests()