Spaces:
Paused
Paused
File size: 3,326 Bytes
4a2ab42 4ae946d 4a2ab42 4ae946d 4a2ab42 4ae946d 4a2ab42 4ae946d 4a2ab42 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 | """
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
|