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test_functional.py
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550 lines (467 loc) · 20.1 KB
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"""
Functional tests for the NVD Lambda function.
"""
import json
import os
import unittest
from datetime import datetime, timedelta
from unittest.mock import Mock, patch, MagicMock
import requests_mock
import lambda_function
class TestFunctionalScenarios(unittest.TestCase):
"""Functional test scenarios for the NVD Lambda function."""
def setUp(self):
"""Set up functional test fixtures."""
os.environ['SUPABASE_URL'] = 'https://test.supabase.co'
os.environ['SUPABASE_SERVICE_ROLE_KEY'] = 'test-key'
os.environ['NVD_API_KEY'] = 'test-nvd-key'
self.mock_context = Mock()
self.mock_context.aws_request_id = 'test-request-id'
def tearDown(self):
"""Clean up after functional tests."""
for key in ['SUPABASE_URL', 'SUPABASE_SERVICE_ROLE_KEY', 'NVD_API_KEY']:
if key in os.environ:
del os.environ[key]
@requests_mock.Mocker()
@patch('lambda_function.create_client')
@patch('lambda_function.time.sleep')
def test_large_dataset_processing(self, mock_sleep, mock_create_client, m):
"""Test processing of large dataset with pagination."""
# Mock Supabase client
mock_client = Mock()
mock_table = Mock()
mock_upsert = Mock()
mock_execute = Mock()
mock_client.table.return_value = mock_table
mock_table.upsert.return_value = mock_upsert
mock_upsert.execute.return_value = Mock()
mock_create_client.return_value = mock_client
# Mock NVD API responses with pagination
base_url = lambda_function.NVD_BASE_URL
# First page response
first_page_response = {
'totalResults': 3000,
'vulnerabilities': [
{
'cve': {
'id': f'CVE-2023-{i:05d}',
'descriptions': [{
'lang': 'en',
'value': f'Test vulnerability {i}'
}],
'published': '2023-01-01T00:00:00.000',
'lastModified': '2023-01-02T00:00:00.000',
'metrics': {
'cvssMetricV31': [{
'cvssData': {
'baseScore': 7.5
}
}]
}
}
} for i in range(2000)
]
}
# Second page response
second_page_response = {
'totalResults': 3000,
'vulnerabilities': [
{
'cve': {
'id': f'CVE-2023-{i:05d}',
'descriptions': [{
'lang': 'en',
'value': f'Test vulnerability {i}'
}],
'published': '2023-01-01T00:00:00.000',
'lastModified': '2023-01-02T00:00:00.000',
'metrics': {
'cvssMetricV31': [{
'cvssData': {
'baseScore': 8.0
}
}]
}
}
} for i in range(2000, 3000)
]
}
# Register mock responses
m.get(base_url, [
{'json': first_page_response, 'status_code': 200},
{'json': second_page_response, 'status_code': 200}
])
# Test processing
start_date = datetime.utcnow() - timedelta(days=30)
end_date = datetime.utcnow()
vulnerabilities = lambda_function.fetch_nvd_vulnerabilities(
start_date, end_date, 'test-key'
)
# Verify results
self.assertEqual(len(vulnerabilities), 3000)
self.assertEqual(vulnerabilities[0]['cve_id'], 'CVE-2023-00000')
self.assertEqual(vulnerabilities[-1]['cve_id'], 'CVE-2023-02999')
# Test batch processing
processed_count = lambda_function.upsert_to_supabase(mock_client, vulnerabilities)
self.assertEqual(processed_count, 3000)
# Verify batching (should be called twice: 2000 + 1000)
self.assertEqual(mock_table.upsert.call_count, 2)
@requests_mock.Mocker()
@patch('lambda_function.create_client')
@patch('lambda_function.time.sleep')
def test_api_error_recovery(self, mock_sleep, mock_create_client, m):
"""Test recovery from API errors."""
mock_client = Mock()
mock_create_client.return_value = mock_client
base_url = lambda_function.NVD_BASE_URL
# Mock API responses: first fails, second succeeds
success_response = {
'totalResults': 1,
'vulnerabilities': [{
'cve': {
'id': 'CVE-2023-12345',
'descriptions': [{
'lang': 'en',
'value': 'Test vulnerability'
}],
'published': '2023-01-01T00:00:00.000',
'lastModified': '2023-01-02T00:00:00.000',
'metrics': {
'cvssMetricV31': [{
'cvssData': {
'baseScore': 7.5
}
}]
}
}
}]
}
m.get(base_url, [
{'status_code': 500}, # First request fails
{'json': success_response, 'status_code': 200} # Second succeeds
])
start_date = datetime.utcnow() - timedelta(days=1)
end_date = datetime.utcnow()
vulnerabilities = lambda_function.fetch_nvd_vulnerabilities(
start_date, end_date, 'test-key'
)
self.assertEqual(len(vulnerabilities), 1)
self.assertEqual(vulnerabilities[0]['cve_id'], 'CVE-2023-12345')
@requests_mock.Mocker()
@patch('lambda_function.create_client')
@patch('lambda_function.time.sleep')
def test_rate_limiting_handling(self, mock_sleep, mock_create_client, m):
"""Test proper handling of rate limiting."""
mock_client = Mock()
mock_create_client.return_value = mock_client
base_url = lambda_function.NVD_BASE_URL
success_response = {
'totalResults': 1,
'vulnerabilities': [{
'cve': {
'id': 'CVE-2023-12345',
'descriptions': [{
'lang': 'en',
'value': 'Test vulnerability'
}],
'published': '2023-01-01T00:00:00.000',
'lastModified': '2023-01-02T00:00:00.000',
'metrics': {}
}
}]
}
# Mock rate limiting response followed by success
m.get(base_url, [
{'status_code': 429}, # Rate limited
{'json': success_response, 'status_code': 200} # Success
])
start_date = datetime.utcnow() - timedelta(days=1)
end_date = datetime.utcnow()
vulnerabilities = lambda_function.fetch_nvd_vulnerabilities(
start_date, end_date, 'test-key'
)
self.assertEqual(len(vulnerabilities), 1)
# Verify sleep was called for rate limiting
mock_sleep.assert_called()
def test_date_chunking_accuracy(self):
"""Test accuracy of date chunking for 365-day period."""
end_date = datetime(2023, 12, 31, 23, 59, 59)
start_date = end_date - timedelta(days=365)
chunks = lambda_function.generate_date_chunks(start_date, end_date, 120)
# Verify complete coverage
self.assertEqual(chunks[0][0], start_date)
self.assertLessEqual(chunks[-1][1], end_date)
# Verify no gaps between chunks
for i in range(len(chunks) - 1):
self.assertEqual(chunks[i][1], chunks[i + 1][0])
# Verify total time span
total_span = chunks[-1][1] - chunks[0][0]
expected_span = end_date - start_date
self.assertLessEqual(abs((total_span - expected_span).total_seconds()), 1)
@patch('lambda_function.create_client')
def test_supabase_batch_processing(self, mock_create_client):
"""Test Supabase batch processing with different batch sizes."""
mock_client = Mock()
mock_table = Mock()
mock_upsert = Mock()
mock_execute = Mock()
mock_client.table.return_value = mock_table
mock_table.upsert.return_value = mock_upsert
mock_upsert.execute.return_value = Mock()
mock_create_client.return_value = mock_client
# Create test data with different sizes
test_cases = [
1500, # Less than batch size
2000, # Exactly batch size
2500, # More than batch size
5000 # Multiple batches
]
for data_size in test_cases:
with self.subTest(data_size=data_size):
vulnerabilities = [
{
'cve_id': f'CVE-2023-{i:05d}',
'description': f'Test vulnerability {i}',
'published_date': '2023-01-01T00:00:00.000',
'last_modified_date': '2023-01-02T00:00:00.000',
'cvss_score': 7.5,
'updated_at': datetime.utcnow().isoformat()
}
for i in range(data_size)
]
processed_count = lambda_function.upsert_to_supabase(
mock_client, vulnerabilities
)
self.assertEqual(processed_count, data_size)
# Calculate expected number of batches
expected_batches = (data_size + lambda_function.BATCH_SIZE - 1) // lambda_function.BATCH_SIZE
self.assertEqual(mock_table.upsert.call_count, expected_batches)
# Reset mock for next test
mock_table.upsert.reset_mock()
class TestCPEFunctionalScenarios(unittest.TestCase):
"""Functional test scenarios for CPE data fetching."""
def setUp(self):
"""Set up functional test fixtures for CPE tests."""
os.environ['SUPABASE_URL'] = 'https://test.supabase.co'
os.environ['SUPABASE_SERVICE_ROLE_KEY'] = 'test-key'
os.environ['NVD_API_KEY'] = 'test-nvd-key'
self.mock_context = Mock()
self.mock_context.aws_request_id = 'test-request-id'
def tearDown(self):
"""Clean up after CPE functional tests."""
for key in ['SUPABASE_URL', 'SUPABASE_SERVICE_ROLE_KEY', 'NVD_API_KEY']:
if key in os.environ:
del os.environ[key]
@requests_mock.Mocker()
@patch('lambda_function.time.sleep')
def test_cpe_large_dataset_processing(self, mock_sleep, m):
"""Test processing of large CPE dataset with pagination."""
cpe_base_url = lambda_function.CPE_BASE_URL
# First page response
first_page_response = {
'totalResults': 3000,
'products': [
{
'cpe': {
'cpeName': f'cpe:2.3:a:vendor{i}:product{i}:1.0:*:*:*:*:*:*:*',
'cpeNameId': f'cpe-id-{i:05d}',
'lastModified': '2023-01-01T00:00:00.000',
'created': '2023-01-01T00:00:00.000'
}
} for i in range(2000)
]
}
# Second page response
second_page_response = {
'totalResults': 3000,
'products': [
{
'cpe': {
'cpeName': f'cpe:2.3:a:vendor{i}:product{i}:1.0:*:*:*:*:*:*:*',
'cpeNameId': f'cpe-id-{i:05d}',
'lastModified': '2023-01-01T00:00:00.000',
'created': '2023-01-01T00:00:00.000'
}
} for i in range(2000, 3000)
]
}
# Register mock responses
m.get(cpe_base_url, [
{'json': first_page_response, 'status_code': 200},
{'json': second_page_response, 'status_code': 200}
])
# Test processing
start_date = datetime.utcnow() - timedelta(days=30)
end_date = datetime.utcnow()
cpe_data = lambda_function.fetch_nvd_cpe_data(
start_date, end_date, 'test-key'
)
# Verify results
self.assertEqual(len(cpe_data), 3000)
self.assertEqual(cpe_data[0]['cpe']['cpeNameId'], 'cpe-id-00000')
self.assertEqual(cpe_data[-1]['cpe']['cpeNameId'], 'cpe-id-02999')
@requests_mock.Mocker()
@patch('lambda_function.time.sleep')
def test_cpe_api_error_recovery(self, mock_sleep, m):
"""Test recovery from CPE API errors."""
cpe_base_url = lambda_function.CPE_BASE_URL
# Mock API responses: first fails, second succeeds
success_response = {
'totalResults': 1,
'products': [{
'cpe': {
'cpeName': 'cpe:2.3:a:test:product:1.0:*:*:*:*:*:*:*',
'cpeNameId': 'test-cpe-id',
'lastModified': '2023-01-01T00:00:00.000',
'created': '2023-01-01T00:00:00.000'
}
}]
}
m.get(cpe_base_url, [
{'status_code': 500}, # First request fails
{'json': success_response, 'status_code': 200} # Second succeeds
])
start_date = datetime.utcnow() - timedelta(days=1)
end_date = datetime.utcnow()
cpe_data = lambda_function.fetch_nvd_cpe_data(
start_date, end_date, 'test-key'
)
self.assertEqual(len(cpe_data), 1)
self.assertEqual(cpe_data[0]['cpe']['cpeNameId'], 'test-cpe-id')
@requests_mock.Mocker()
@patch('lambda_function.create_client')
@patch('lambda_function.time.sleep')
def test_integrated_cve_and_cpe_processing(self, mock_sleep, mock_create_client, m):
"""Test integrated processing of both CVE and CPE data."""
# Mock Supabase client
mock_client = Mock()
mock_table = Mock()
mock_upsert = Mock()
mock_execute = Mock()
mock_client.table.return_value = mock_table
mock_table.upsert.return_value = mock_upsert
mock_upsert.execute.return_value = Mock()
mock_create_client.return_value = mock_client
# Mock CVE API response
cve_response = {
'totalResults': 1,
'vulnerabilities': [{
'cve': {
'id': 'CVE-2023-12345',
'descriptions': [{
'lang': 'en',
'value': 'Test vulnerability'
}],
'published': '2023-01-01T00:00:00.000',
'lastModified': '2023-01-02T00:00:00.000',
'metrics': {
'cvssMetricV31': [{
'cvssData': {
'baseScore': 7.5
}
}]
}
}
}]
}
# Mock CPE API response
cpe_response = {
'totalResults': 1,
'products': [{
'cpe': {
'cpeName': 'cpe:2.3:a:test:product:1.0:*:*:*:*:*:*:*',
'cpeNameId': 'test-cpe-id',
'lastModified': '2023-01-01T00:00:00.000'
}
}]
}
# Register mock responses
m.get(lambda_function.NVD_BASE_URL, json=cve_response, status_code=200)
m.get(lambda_function.CPE_BASE_URL, json=cpe_response, status_code=200)
# Test the integration by calling lambda handler
event = {}
result = lambda_function.lambda_handler(event, self.mock_context)
# Verify successful execution
self.assertEqual(result['statusCode'], 200)
response_body = json.loads(result['body'])
self.assertIn('processed_count', response_body)
self.assertEqual(response_body['processed_count'], 1) # 1 vulnerability processed
@requests_mock.Mocker()
@patch('lambda_function.create_client')
@patch('lambda_function.time.sleep')
def test_vendor_lookup_integration(self, mock_sleep, mock_create_client, m):
"""Test vendor lookup integration with CVE and CPE data."""
# Mock Supabase client
mock_client = Mock()
mock_table = Mock()
mock_upsert = Mock()
mock_execute = Mock()
mock_client.table.return_value = mock_table
mock_table.upsert.return_value = mock_upsert
mock_upsert.execute.return_value = Mock()
mock_create_client.return_value = mock_client
# Mock CVE API response with CPE configurations
cve_response = {
'totalResults': 1,
'vulnerabilities': [{
'cve': {
'id': 'CVE-2023-12345',
'descriptions': [{
'lang': 'en',
'value': 'Apache HTTP Server vulnerability'
}],
'published': '2023-01-01T00:00:00.000',
'lastModified': '2023-01-02T00:00:00.000',
'configurations': [{
'nodes': [{
'cpeMatch': [{
'criteria': 'cpe:2.3:a:apache:http_server:2.4.41:*:*:*:*:*:*:*'
}]
}]
}],
'metrics': {
'cvssMetricV31': [{
'cvssData': {
'baseScore': 7.5
}
}]
}
}
}]
}
# Mock CPE API response
cpe_response = {
'totalResults': 1,
'products': [{
'cpe': {
'cpeName': 'cpe:2.3:a:apache:http_server:2.4.41:*:*:*:*:*:*:*',
'cpeNameId': 'apache-http-server-id',
'lastModified': '2023-01-01T00:00:00.000'
}
}]
}
# Register mock responses
m.get(lambda_function.NVD_BASE_URL, json=cve_response, status_code=200)
m.get(lambda_function.CPE_BASE_URL, json=cpe_response, status_code=200)
# Test the integration
start_date = datetime.utcnow() - timedelta(days=1)
end_date = datetime.utcnow()
# Fetch both CVE and CPE data
vulnerabilities = lambda_function.fetch_nvd_vulnerabilities(start_date, end_date, 'test-key')
cpe_data = lambda_function.fetch_nvd_cpe_data(start_date, end_date, 'test-key')
# Process vulnerabilities with vendor lookup
processed_vulnerabilities = lambda_function.process_nvd_response(vulnerabilities, cpe_data)
# Verify vendor was extracted
self.assertEqual(len(processed_vulnerabilities), 1)
vuln = processed_vulnerabilities[0]
self.assertEqual(vuln['cve_id'], 'CVE-2023-12345')
self.assertEqual(vuln['vendor_name'], 'Apache')
# Verify upsert includes vendor name
processed_count = lambda_function.upsert_to_supabase(mock_client, processed_vulnerabilities)
self.assertEqual(processed_count, 1)
# Check that upsert was called with vendor_name
mock_table.upsert.assert_called_once()
upserted_data = mock_table.upsert.call_args[0][0]
self.assertEqual(upserted_data[0]['vendor_name'], 'Apache')
if __name__ == '__main__':
unittest.main()