Files
OpenHands/opendevin/runtime/docker/exec_box.py
Engel Nyst 446eaec1e6 Refactor config to dataclasses (#1552)
* mypy is invaluable

* fix config, add test

* Add new-style toml support

* add singleton, small doc fixes

* fix some cases of loading toml, clean up, try to make it clearer

* Add defaults_dict for UI

* allow config to be mutable
error handling
fix toml parsing

* remove debug stuff

* Adapt Makefile

* Add defaults for temperature and top_p

* update to CodeActAgent

* comments

* fix unit tests

* implement groups of llm settings (CLI)

* fix merge issue

* small fix sandboxes, small refactoring

* adapt LLM init to accept overrides at runtime

* reading config is enough

* Encapsulate minimally embeddings initialization

* agent bug fix; fix tests

* fix sandboxes tests

* refactor globals in sandboxes to properties
2024-05-09 22:48:29 +02:00

354 lines
13 KiB
Python

import atexit
import concurrent.futures
import os
import sys
import tarfile
import time
import uuid
from collections import namedtuple
from glob import glob
from typing import Dict, List, Tuple
import docker
from opendevin.const.guide_url import TROUBLESHOOTING_URL
from opendevin.core.config import config
from opendevin.core.exceptions import SandboxInvalidBackgroundCommandError
from opendevin.core.logger import opendevin_logger as logger
from opendevin.runtime.docker.process import DockerProcess, Process
from opendevin.runtime.sandbox import Sandbox
# FIXME these are not used, should we remove them?
InputType = namedtuple('InputType', ['content'])
OutputType = namedtuple('OutputType', ['content'])
class DockerExecBox(Sandbox):
instance_id: str
container_image: str
container_name_prefix = 'opendevin-sandbox-'
container_name: str
container: docker.models.containers.Container
docker_client: docker.DockerClient
cur_background_id = 0
background_commands: Dict[int, Process] = {}
def __init__(
self,
container_image: str | None = None,
timeout: int = 120,
sid: str | None = None,
):
# Initialize docker client. Throws an exception if Docker is not reachable.
try:
self.docker_client = docker.from_env()
except Exception as ex:
logger.exception(
f'Error creating controller. Please check Docker is running and visit `{TROUBLESHOOTING_URL}` for more debugging information.',
exc_info=False,
)
raise ex
self.instance_id = (
sid + str(uuid.uuid4()) if sid is not None else str(uuid.uuid4())
)
# TODO: this timeout is actually essential - need a better way to set it
# if it is too short, the container may still waiting for previous
# command to finish (e.g. apt-get update)
# if it is too long, the user may have to wait for a unnecessary long time
self.timeout = timeout
self.container_image = (
config.sandbox_container_image
if container_image is None
else container_image
)
self.container_name = self.container_name_prefix + self.instance_id
logger.info(
'Starting Docker container with image %s, sandbox workspace dir=%s',
self.container_image,
self.sandbox_workspace_dir,
)
# always restart the container, cuz the initial be regarded as a new session
self.restart_docker_container()
if self.run_as_devin:
self.setup_devin_user()
atexit.register(self.close)
super().__init__()
def setup_devin_user(self):
cmds = [
f'useradd --shell /bin/bash -u {self.user_id} -o -c "" -m devin',
r"echo '%sudo ALL=(ALL) NOPASSWD:ALL' >> /etc/sudoers",
'sudo adduser devin sudo',
]
for cmd in cmds:
exit_code, logs = self.container.exec_run(
['/bin/bash', '-c', cmd],
workdir=self.sandbox_workspace_dir,
environment=self._env,
)
if exit_code != 0:
raise Exception(f'Failed to setup devin user: {logs}')
def get_exec_cmd(self, cmd: str) -> List[str]:
if self.run_as_devin:
return ['su', 'devin', '-c', cmd]
else:
return ['/bin/bash', '-c', cmd]
def read_logs(self, id) -> str:
if id not in self.background_commands:
raise SandboxInvalidBackgroundCommandError()
bg_cmd = self.background_commands[id]
return bg_cmd.read_logs()
def execute(self, cmd: str) -> Tuple[int, str]:
# TODO: each execute is not stateful! We need to keep track of the current working directory
def run_command(container, command):
return container.exec_run(
command, workdir=self.sandbox_workspace_dir, environment=self._env
)
# Use ThreadPoolExecutor to control command and set timeout
with concurrent.futures.ThreadPoolExecutor() as executor:
future = executor.submit(
run_command, self.container, self.get_exec_cmd(cmd)
)
try:
exit_code, logs = future.result(timeout=self.timeout)
except concurrent.futures.TimeoutError:
logger.exception(
'Command timed out, killing process...', exc_info=False
)
pid = self.get_pid(cmd)
if pid is not None:
self.container.exec_run(
f'kill -9 {pid}',
workdir=self.sandbox_workspace_dir,
environment=self._env,
)
return -1, f'Command: "{cmd}" timed out'
logs_out = logs.decode('utf-8')
if logs_out.endswith('\n'):
logs_out = logs_out[:-1]
return exit_code, logs_out
def copy_to(self, host_src: str, sandbox_dest: str, recursive: bool = False):
# mkdir -p sandbox_dest if it doesn't exist
exit_code, logs = self.container.exec_run(
['/bin/bash', '-c', f'mkdir -p {sandbox_dest}'],
workdir=self.sandbox_workspace_dir,
environment=self._env,
)
if exit_code != 0:
raise Exception(
f'Failed to create directory {sandbox_dest} in sandbox: {logs}'
)
if recursive:
assert os.path.isdir(
host_src
), 'Source must be a directory when recursive is True'
files = glob(host_src + '/**/*', recursive=True)
srcname = os.path.basename(host_src)
tar_filename = os.path.join(os.path.dirname(host_src), srcname + '.tar')
with tarfile.open(tar_filename, mode='w') as tar:
for file in files:
tar.add(
file, arcname=os.path.relpath(file, os.path.dirname(host_src))
)
else:
assert os.path.isfile(
host_src
), 'Source must be a file when recursive is False'
srcname = os.path.basename(host_src)
tar_filename = os.path.join(os.path.dirname(host_src), srcname + '.tar')
with tarfile.open(tar_filename, mode='w') as tar:
tar.add(host_src, arcname=srcname)
with open(tar_filename, 'rb') as f:
data = f.read()
self.container.put_archive(os.path.dirname(sandbox_dest), data)
os.remove(tar_filename)
def execute_in_background(self, cmd: str) -> Process:
result = self.container.exec_run(
self.get_exec_cmd(cmd),
socket=True,
workdir=self.sandbox_workspace_dir,
environment=self._env,
)
result.output._sock.setblocking(0)
pid = self.get_pid(cmd)
bg_cmd = DockerProcess(self.cur_background_id, cmd, result, pid)
self.background_commands[bg_cmd.pid] = bg_cmd
self.cur_background_id += 1
return bg_cmd
def get_pid(self, cmd):
exec_result = self.container.exec_run('ps aux', environment=self._env)
processes = exec_result.output.decode('utf-8').splitlines()
cmd = ' '.join(self.get_exec_cmd(cmd))
for process in processes:
if cmd in process:
pid = process.split()[1] # second column is the pid
return pid
return None
def kill_background(self, id: int) -> Process:
if id not in self.background_commands:
raise SandboxInvalidBackgroundCommandError()
bg_cmd = self.background_commands[id]
if bg_cmd.pid is not None:
self.container.exec_run(
f'kill -9 {bg_cmd.pid}',
workdir=self.sandbox_workspace_dir,
environment=self._env,
)
assert isinstance(bg_cmd, DockerProcess)
bg_cmd.result.output.close()
self.background_commands.pop(id)
return bg_cmd
def stop_docker_container(self):
try:
container = self.docker_client.containers.get(self.container_name)
container.stop()
container.remove()
elapsed = 0
while container.status != 'exited':
time.sleep(1)
elapsed += 1
if elapsed > self.timeout:
break
container = self.docker_client.containers.get(self.container_name)
except docker.errors.NotFound:
pass
def is_container_running(self):
try:
container = self.docker_client.containers.get(self.container_name)
if container.status == 'running':
self.container = container
return True
return False
except docker.errors.NotFound:
return False
def restart_docker_container(self):
try:
self.stop_docker_container()
logger.info('Container stopped')
except docker.errors.DockerException as e:
logger.exception('Failed to stop container', exc_info=False)
raise e
try:
# start the container
mount_dir = config.workspace_mount_path
self.container = self.docker_client.containers.run(
self.container_image,
command='tail -f /dev/null',
network_mode='host',
working_dir=self.sandbox_workspace_dir,
name=self.container_name,
detach=True,
volumes={mount_dir: {'bind': self.sandbox_workspace_dir, 'mode': 'rw'}},
)
logger.info('Container started')
except Exception as ex:
logger.exception('Failed to start container', exc_info=False)
raise ex
# wait for container to be ready
elapsed = 0
while self.container.status != 'running':
if self.container.status == 'exited':
logger.info('container exited')
logger.info('container logs:')
logger.info(self.container.logs())
break
time.sleep(1)
elapsed += 1
self.container = self.docker_client.containers.get(self.container_name)
if elapsed > self.timeout:
break
if self.container.status != 'running':
raise Exception('Failed to start container')
# clean up the container, cannot do it in __del__ because the python interpreter is already shutting down
def close(self):
containers = self.docker_client.containers.list(all=True)
for container in containers:
try:
if container.name.startswith(self.container_name_prefix):
container.remove(force=True)
except docker.errors.NotFound:
pass
def get_working_directory(self):
return self.sandbox_workspace_dir
@property
def user_id(self):
return config.sandbox_user_id
@property
def run_as_devin(self):
# FIXME: On some containers, the devin user doesn't have enough permission, e.g. to install packages
# How do we make this more flexible?
return config.run_as_devin
@property
def sandbox_workspace_dir(self):
return config.workspace_mount_path_in_sandbox
if __name__ == '__main__':
try:
exec_box = DockerExecBox()
except Exception as e:
logger.exception('Failed to start Docker container: %s', e)
sys.exit(1)
logger.info(
"Interactive Docker container started. Type 'exit' or use Ctrl+C to exit."
)
bg_cmd = exec_box.execute_in_background(
"while true; do echo -n '.' && sleep 1; done"
)
sys.stdout.flush()
try:
while True:
try:
user_input = input('>>> ')
except EOFError:
logger.info('Exiting...')
break
if user_input.lower() == 'exit':
logger.info('Exiting...')
break
if user_input.lower() == 'kill':
exec_box.kill_background(bg_cmd.pid)
logger.info('Background process killed')
continue
exit_code, output = exec_box.execute(user_input)
logger.info('exit code: %d', exit_code)
logger.info(output)
if bg_cmd.pid in exec_box.background_commands:
logs = exec_box.read_logs(bg_cmd.pid)
logger.info('background logs: %s', logs)
sys.stdout.flush()
except KeyboardInterrupt:
logger.info('Exiting...')
exec_box.close()