Files
SIA/test/base_agent_test.py
2024-11-01 16:27:56 +01:00

162 lines
6.2 KiB
Python

import unittest
from datetime import datetime
from unittest.mock import Mock, MagicMock, patch
import xml.etree.ElementTree as ET
from sia.web_io_buffer import WebIOBuffer
from sia.working_memory import WorkingMemory
from sia.system_metrics import SystemMetrics
from sia.llm_engine import LlmEngine
from sia.xml_validator import XMLValidator
from sia.response_parser import ResponseParser
from sia.base_agent import BaseAgent
from sia.command import Command
from sia.command_result import CommandResult
from sia.reasoning_entry import ReasoningEntry
from sia.parse_error_entry import ParseErrorEntry
from sia.delete_command import DeleteCommand
from sia.entry import Entry
class TestBaseAgent(BaseAgent):
"""Concrete implementation of BaseAgent for testing."""
def run(self) -> None:
pass
class MockEntry(Entry):
"""Mock entry class that properly extends Entry."""
def __init__(self, id: str, timestamp: datetime, update_behavior=None):
super().__init__(id, timestamp)
self._update_behavior = update_behavior
self.update_called = False
def update(self) -> None:
self.update_called = True
if self._update_behavior:
self._update_behavior()
def generate_context(self) -> ET.Element:
elem = ET.Element("mock_entry", {"id": self.id})
elem.text = "<![CDATA[mock content]]>"
return elem
class BaseAgentTest(unittest.TestCase):
def setUp(self):
"""Set up test cases with mocked components."""
# Create mocks
self.mock_llm = Mock(spec=LlmEngine)
self.mock_metrics = Mock(spec=SystemMetrics)
self.mock_validator = Mock(spec=XMLValidator)
self.io_buffer = WebIOBuffer()
# Mock metrics context
metrics_elem = ET.Element("context")
metrics_elem.set("time", "2024-10-31T12:00:00Z")
metrics_elem.set("cpu", "10")
metrics_elem.set("gpu", "20")
metrics_elem.set("memory_used", "1000")
metrics_elem.set("memory_total", "2000")
metrics_elem.set("disk_used", "5000")
metrics_elem.set("disk_total", "10000")
metrics_elem.set("context", "50")
metrics_elem.set("stdin", "0")
self.mock_metrics.generate_context.return_value = metrics_elem
# Create test agent with mocked components
with patch('sia.base_agent.LlmEngine') as mock_llm_class, \
patch('sia.base_agent.SystemMetrics') as mock_metrics_class, \
patch('sia.base_agent.XMLValidator') as mock_validator_class:
mock_llm_class.return_value = self.mock_llm
mock_metrics_class.return_value = self.mock_metrics
mock_validator_class.return_value = self.mock_validator
self.agent = TestBaseAgent(
model_path="/test/model",
system_prompt="test prompt",
action_schema="test schema",
io_buffer=self.io_buffer
)
# Set timestamp for entries
self.test_timestamp = datetime(2024, 10, 31, 12, 0, 0)
def tearDown(self):
"""Clean up resources."""
if hasattr(self, 'agent'):
del self.agent
def test_initialization(self):
"""Test agent initialization and component setup."""
self.assertIsInstance(self.agent._working_memory, WorkingMemory)
self.assertEqual(self.agent._metrics, self.mock_metrics)
self.assertEqual(self.agent._llm, self.mock_llm)
self.assertEqual(self.agent._validator, self.mock_validator)
self.assertEqual(self.agent._io_buffer, self.io_buffer)
self.assertIsInstance(self.agent._parser, ResponseParser)
self.assertEqual(self.agent._system_prompt, "test prompt")
self.assertEqual(self.agent._action_schema, "test schema")
def test_cleanup(self):
"""Test cleanup on agent deletion."""
del self.agent
self.mock_metrics.stop.assert_called_once()
def test_compile_context_empty_memory(self):
"""Test context compilation with empty working memory."""
context = self.agent._compile_context()
# Parse context and verify structure
root = ET.fromstring(context)
self.assertEqual(root.tag, "state")
# Check metrics element
context_elem = root.find("context")
self.assertIsNotNone(context_elem)
self.assertEqual(context_elem.get("cpu"), "10")
self.assertEqual(context_elem.get("gpu"), "20")
# Check no memory entries
self.assertEqual(len(root.findall("*")), 1) # Only metrics element
def test_compile_context_with_entries(self):
"""Test context compilation with working memory entries."""
# Add test entry to working memory
entry = ReasoningEntry("test reasoning", "test-id", self.test_timestamp)
self.agent._working_memory.add_entry(entry)
context = self.agent._compile_context()
# Parse and verify context
root = ET.fromstring(context)
# Check metrics and entry are present
self.assertEqual(len(root.findall("*")), 2) # Metrics + reasoning
# Verify entry content
reasoning_elem = root.find("reasoning")
self.assertIsNotNone(reasoning_elem)
self.assertEqual(reasoning_elem.get("id"), "test-id")
self.assertEqual(reasoning_elem.text, "<![CDATA[test reasoning]]>")
def test_multiple_entries(self):
"""Test handling multiple entries in working memory."""
# Add multiple entries
entries = [
ReasoningEntry(f"test {i}", f"id-{i}", self.test_timestamp)
for i in range(3)
]
for entry in entries:
self.agent._working_memory.add_entry(entry)
context = self.agent._compile_context()
root = ET.fromstring(context)
# Verify all entries present
self.assertEqual(len(root.findall("reasoning")), 3)
# Verify entry order maintained
reasoning_elems = root.findall("reasoning")
for i, elem in enumerate(reasoning_elems):
self.assertEqual(elem.get("id"), f"id-{i}")
self.assertEqual(elem.text, f"<![CDATA[test {i}]]>")