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| """ | |
| 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 = [ | |
| "<script>alert('xss')</script>", | |
| "'; 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 | |