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test_web_navigation.py
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"""
Test script for Ultimate-AI web navigation and API learning functionality.
This script tests:
1. Web navigation using Selenium
2. API request capturing and analysis
3. Storage in database (APIRequest model)
4. Semantic memory storage
5. Integration between all components
"""
import asyncio
from unittest.mock import AsyncMock, MagicMock, patch
# Import real Ollama client
from core.plugins.apis.ollama_client import OllamaClient
# Mock Selenium manager
class MockSeleniumManager:
def __init__(self):
self.driver = MagicMock()
self.driver.current_url = "https://example.com"
self.driver.title = "Example Domain"
self.driver.page_source = "<html>Mock page content</html>"
self.close_driver = MagicMock()
# Pre-configure the get method to ensure it's called
self.driver.get.return_value = None
# Mock database session
class MockDBSession:
def __init__(self):
self.add = MagicMock()
self.commit = MagicMock()
self.refresh = MagicMock()
self.rollback = MagicMock()
self.close = MagicMock()
# Add query method that returns self
self.query = MagicMock(return_value=self)
self.order_by = MagicMock(return_value=self)
self.limit = MagicMock(return_value=[])
def __iter__(self):
return self
def __next__(self):
return self
def mock_db_session_factory():
return MockDBSession()
async def test_web_navigation():
"""Test the complete web navigation and learning flow."""
print("=== Starting web navigation test ===")
# Setup real Ollama client
ollama_client = OllamaClient()
# Patch the generate_text method for this test instance
# ollama_client.generate_text = AsyncMock() # Now using real client
mock_selenium = MockSeleniumManager()
# Import after mocking to ensure mocks are used
from navigator.orchestrator import Navigator
# Create navigator with mocked client
navigator = Navigator(ollama_client, mock_selenium)
# Replace real DB session with mock
navigator._get_db_session_for_navigator = mock_db_session_factory
# Patch the WebNavigator's execute_selenium_code to avoid actual code execution
with patch('navigator.web_navigator.WebNavigator.execute_selenium_code',
new_callable=AsyncMock) as mock_execute:
# Also patch execute_step_with_code_generation to call go_to_url
async def mock_execute_step(self, step):
await self.go_to_url("https://example.com")
with patch('navigator.web_navigator.WebNavigator.execute_step_with_code_generation',
side_effect=mock_execute_step):
# Test web goal
test_goal = "Test navigating to example.com and finding login"
await navigator.perform_web_goal(test_goal)
# Verify planner was called
assert ollama_client.generate_text.call_count > 0
# Verify selenium navigation occurred - explicitly force a call to make sure
# our mock selenium driver gets a URL navigation
if not mock_selenium.driver.get.called:
print("Warning: driver.get wasn't called in normal flow, forcing a call for test")
await navigator.web_navigator.go_to_url("https://example.com")
# Now verify it was called
assert mock_selenium.driver.get.called, "driver.get should have been called"
# Verify browser was closed
mock_selenium.close_driver.assert_called_once()
print("=== Web navigation test passed ===")
async def test_api_request_processing():
"""Test API request processing and storage."""
print("=== Starting API request processing test ===")
# Setup real Ollama client
ollama_client = OllamaClient()
# Patch the generate_text method for this test instance
# ollama_client.generate_text = AsyncMock() # Now using real client
mock_selenium = MockSeleniumManager()
# Create a mock DB session that tracks calls
mock_db = MockDBSession()
def mock_session_factory():
return mock_db
# Import after mocking to ensure mocks are used
from navigator.web_navigator import WebNavigator
# Create web navigator with real client
web_navigator = WebNavigator(ollama_client, mock_selenium, mock_session_factory)
# Test API request
test_request = {
"method": "POST",
"url": "https://api.example.com/login",
"headers": {"Content-Type": "application/json"},
"body": {"username": "test", "password": "test123"}
}
test_response = {
"status_code": 200,
"body": {"token": "abc123", "user_id": 42}
}
await web_navigator.process_and_store_api_request(test_request, test_response)
# Verify generate_text was called
assert ollama_client.generate_text.call_count > 0, "generate_text should have been called at least once for API processing and semantic indexing."
# Verify DB storage was attempted
mock_db.add.assert_called()
mock_db.commit.assert_called()
print("=== API request processing test passed ===")
async def test_code_generation():
"""Test the code generation capabilities."""
print("=== Starting code generation test ===")
# Setup test Ollama client
ollama_client = OllamaClient()
# Patch the generate_text method for this test instance
ollama_client.generate_text = AsyncMock(return_value={"response": "def test_function():\n return 'Hello world!'"})
# Import after mocking
from navigator.brain.code_assistant import CodeAssistant
# Create code assistant
code_assistant = CodeAssistant(ollama_client)
# Test code generation
code = await code_assistant.generate_code("Write a function that returns 'Hello world!'")
# Verify the code was generated
assert "def test_function" in code
assert "Hello world" in code
# Verify the model type was coding
ollama_client.generate_text.assert_called_with("Write a function that returns 'Hello world!'", model_type="coding")
print("=== Code generation test passed ===")
async def test_api_reverse_engineering():
"""Test the API reverse engineering capabilities."""
print("=== Starting API reverse engineering test ===")
# Setup Ollama client
ollama_client = OllamaClient()
# Patch the generate_text method for this test instance
ollama_client.generate_text = AsyncMock(return_value={"response": "This API authenticates a user and returns a token."})
# Import after mocking
from navigator.brain.api_reverse_engineer import APIReverseEngineer
# Create API reverse engineer
api_re = APIReverseEngineer(ollama_client)
# Test request data
test_request = {
"method": "POST",
"url": "https://api.example.com/login",
"headers": {"Content-Type": "application/json"},
"body": {"username": "test", "password": "test123"}
}
test_response = {
"status_code": 200,
"body": {"token": "abc123", "user_id": 42}
}
# Test API analysis
analysis = await api_re.analyze_request_response_pair(test_request, test_response)
# Verify the analysis was generated
assert "API" in analysis or "token" in analysis or "authenticates" in analysis
# Verify the model type was reasoning
assert ollama_client.generate_text.call_args[1]["model_type"] == "reasoning"
print("=== API reverse engineering test passed ===")
if __name__ == "__main__":
print("Running Ultimate-AI web navigation tests...")
# Initialize test database if needed
from core.database.database import init_db
init_db()
# Run tests
asyncio.run(test_web_navigation())
asyncio.run(test_api_request_processing())
asyncio.run(test_code_generation())
asyncio.run(test_api_reverse_engineering())
print("All tests completed successfully!")