Files
OpenHands/evaluation/regression/conftest.py
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Co-authored-by: Jim Su <jimsu@protonmail.com>
2024-04-29 10:00:51 -07:00

151 lines
4.5 KiB
Python

import os
import pytest
import subprocess
import logging
import shutil
import datetime
SCRIPT_DIR = os.path.dirname(os.path.abspath(__file__))
CASES_DIR = os.path.join(SCRIPT_DIR, 'cases')
AGENTHUB_DIR = os.path.join(SCRIPT_DIR, '../../', 'agenthub')
def agents():
"""Retrieves a list of available agents.
Returns:
A list of agent names.
"""
agents = []
for agent in os.listdir(AGENTHUB_DIR):
if os.path.isdir(os.path.join(AGENTHUB_DIR, agent)) and agent.endswith('_agent'):
agents.append(agent)
return agents
@pytest.fixture(scope='session')
def test_cases_dir():
"""Fixture that provides the directory path for test cases.
Returns:
The directory path for test cases.
"""
return CASES_DIR
@pytest.fixture
def task_file(test_cases_dir, request):
"""Fixture that provides the path to the task file for a test case.
Args:
test_cases_dir: The directory path for test cases.
request: The pytest request object.
Returns:
The path to the task file for the test case.
"""
test_case_dir = os.path.dirname(request.module.__file__)
task_file_path = os.path.join(test_case_dir, 'task.txt')
return task_file_path
@pytest.fixture
def workspace_dir(test_cases_dir, request):
"""Fixture that provides the workspace directory for a test case.
Args:
test_cases_dir: The directory path for test cases.
request: The pytest request object.
Returns:
The workspace directory for the test case.
"""
test_case_dir = os.path.dirname(request.module.__file__)
workspace_dir = os.path.join(test_case_dir, 'workspace')
return workspace_dir
@pytest.fixture
def model(request):
"""Fixture that provides the model name.
Args:
request: The pytest request object.
Returns:
The model name, defaulting to "gpt-3.5-turbo-1106".
"""
return request.config.getoption('model', default='gpt-3.5-turbo-1106')
@pytest.fixture
def run_test_case(test_cases_dir, workspace_dir, request):
"""Fixture that provides a function to run a test case.
Args:
test_cases_dir: The directory path for test cases.
workspace_dir: The workspace directory for the test case.
request: The pytest request object.
Returns:
A function that runs a test case for a given agent and case.
"""
def _run_test_case(agent, case):
"""Runs a test case for a given agent.
Args:
agent: The name of the agent to run the test case for.
case: The name of the test case to run.
Returns:
The path to the workspace directory for the agent and test case.
Raises:
AssertionError: If the test case execution fails (non-zero return code).
Steps:
"""
case_dir = os.path.join(test_cases_dir, case)
task = open(os.path.join(case_dir, 'task.txt'), 'r').read().strip()
outputs_dir = os.path.join(case_dir, 'outputs')
agent_dir = os.path.join(outputs_dir, agent)
if not os.path.exists(agent_dir):
os.makedirs(agent_dir)
shutil.rmtree(os.path.join(agent_dir, 'workspace'), ignore_errors=True)
if os.path.isdir(os.path.join(case_dir, 'start')):
os.copytree(os.path.join(case_dir, 'start'), os.path.join(agent_dir, 'workspace'))
else:
os.makedirs(os.path.join(agent_dir, 'workspace'))
agents_ref = {
'monologue_agent': 'MonologueAgent',
'codeact_agent': 'CodeActAgent'
}
process = subprocess.Popen(['python3', f'{SCRIPT_DIR}/../../opendevin/main.py', '-d', f"{os.path.join(agent_dir, 'workspace')}", '-c', f'{agents_ref[agent]}', '-t', f'{task}', '-m', 'gpt-3.5-turbo-1106'], stdout=subprocess.PIPE, stderr=subprocess.PIPE, universal_newlines=True)
stdout, stderr = process.communicate()
logging.info(f'Stdout: {stdout}')
logging.error(f'Stderr: {stderr}')
assert process.returncode == 0
return os.path.join(agent_dir, 'workspace')
return _run_test_case
def pytest_configure(config):
"""Configuration hook for pytest.
Args:
config: The pytest configuration object.
"""
now = datetime.datetime.now()
logging.basicConfig(
level=logging.INFO,
format='%(asctime)s [%(levelname)s] %(message)s',
handlers=[
logging.FileHandler(f"test_results_{now.strftime('%Y%m%d_%H%M%S')}.log"),
logging.StreamHandler()
]
)