""" Unit tests for fraud detection algorithms """ class TestFraudDetection: """Test fraud detection engine""" def test_fraud_engine_initialization(self): """Test fraud detection engine can be initialized""" from app.services.fraud.engine import RuleEngine engine = RuleEngine() assert engine is not None def test_fraud_rule_creation(self): """Test creating a basic fraud rule""" # Test rule structure rule = { "name": "Test Rule", "description": "Test fraud detection rule", "severity": "medium", "enabled": True, "conditions": [ {"field": "amount", "operator": "greater_than", "value": 10000} ], } assert rule["name"] == "Test Rule" assert rule["severity"] == "medium" def test_transaction_analysis(self): """Test basic transaction analysis""" # Mock transaction data transaction = { "id": "test-tx-123", "amount": 15000, "user_id": "user123", "timestamp": "2024-01-01T10:00:00Z", } # Basic validation assert transaction["amount"] > 10000 assert transaction["user_id"] is not None class TestSecurityValidation: """Test security validation functions""" def test_password_strength(self): """Test password strength validation""" # This would test password validation logic # For now, just check basic requirements weak_passwords = ["123", "password", "abc"] strong_password = "ComplexP@ssw0rd123!" for weak in weak_passwords: assert len(weak) <= 8, f"Password '{weak}' should be considered weak" assert len(strong_password) >= 12 def test_input_sanitization(self): """Test input sanitization""" dangerous_inputs = [ "", "'; DROP TABLE users; --", "../../../etc/passwd", ] for dangerous in dangerous_inputs: # Check for potentially dangerous characters assert "<" in dangerous or ";" in dangerous or ".." in dangerous class TestDataValidation: """Test data validation functions""" def test_email_validation(self): """Test email format validation""" valid_emails = [ "user@example.com", "test.email+tag@domain.co.uk", "user@localhost", ] invalid_emails = ["invalid", "@domain.com", "user@", "user.domain.com"] for email in valid_emails: assert "@" in email if email != "user@localhost": assert "." in email for email in invalid_emails: parts = email.split("@") # Invalid if not exactly one @, or if either side is empty assert len(parts) != 2 or not parts[0] or not parts[1] def test_amount_validation(self): """Test monetary amount validation""" valid_amounts = [0.01, 100.00, 999999.99] invalid_amounts = [-100, 0, 1000000] for amount in valid_amounts: assert amount > 0 assert amount < 1000000 for amount in invalid_amounts: assert amount <= 0 or amount >= 1000000