384 lines
15 KiB
Python

import os
import tempfile
import threading
import uuid
from typing import Callable, Optional
from zipfile import ZipFile
import requests
from requests.exceptions import Timeout
from tenacity import (
retry,
retry_if_exception_type,
stop_after_attempt,
wait_exponential,
)
from openhands.core.config import AppConfig
from openhands.core.logger import openhands_logger as logger
from openhands.events import EventStream
from openhands.events.action import (
BrowseInteractiveAction,
BrowseURLAction,
CmdRunAction,
FileReadAction,
FileWriteAction,
IPythonRunCellAction,
)
from openhands.events.action.action import Action
from openhands.events.observation import (
ErrorObservation,
NullObservation,
Observation,
)
from openhands.events.serialization import event_to_dict, observation_from_dict
from openhands.events.serialization.action import ACTION_TYPE_TO_CLASS
from openhands.runtime.builder.remote import RemoteRuntimeBuilder
from openhands.runtime.plugins import PluginRequirement
from openhands.runtime.runtime import Runtime
from openhands.runtime.utils.request import (
DEFAULT_RETRY_EXCEPTIONS,
is_404_error,
send_request,
)
from openhands.runtime.utils.runtime_build import build_runtime_image
class RemoteRuntime(Runtime):
"""This runtime will connect to a remote oh-runtime-client."""
port: int = 60000 # default port for the remote runtime client
def __init__(
self,
config: AppConfig,
event_stream: EventStream,
sid: str = 'default',
plugins: list[PluginRequirement] | None = None,
env_vars: dict[str, str] | None = None,
status_message_callback: Optional[Callable] = None,
):
self.config = config
if self.config.sandbox.api_hostname == 'localhost':
self.config.sandbox.api_hostname = 'api.all-hands.dev/v0/runtime'
logger.info(
'Using localhost as the API hostname is not supported in the RemoteRuntime. Please set a proper hostname.\n'
'Setting it to default value: api.all-hands.dev/v0/runtime'
)
self.api_url = f'https://{self.config.sandbox.api_hostname.rstrip("/")}'
if self.config.sandbox.api_key is None:
raise ValueError(
'API key is required to use the remote runtime. '
'Please set the API key in the config (config.toml) or as an environment variable (SANDBOX_API_KEY).'
)
self.session = requests.Session()
self.session.headers.update({'X-API-Key': self.config.sandbox.api_key})
self.action_semaphore = threading.Semaphore(1)
if self.config.workspace_base is not None:
logger.warning(
'Setting workspace_base is not supported in the remote runtime.'
)
self.runtime_builder = RemoteRuntimeBuilder(
self.api_url, self.config.sandbox.api_key
)
self.runtime_id: str | None = None
self.runtime_url: str | None = None
self.instance_id = (
sid + str(uuid.uuid4()) if sid is not None else str(uuid.uuid4())
)
if self.config.sandbox.runtime_container_image is not None:
raise ValueError(
'Setting runtime_container_image is not supported in the remote runtime.'
)
self.container_image: str = self.config.sandbox.base_container_image
self.container_name = 'oh-remote-runtime-' + self.instance_id
logger.debug(f'RemoteRuntime `{sid}` config:\n{self.config}')
response = send_request(self.session, 'GET', f'{self.api_url}/registry_prefix')
response_json = response.json()
registry_prefix = response_json['registry_prefix']
os.environ['OH_RUNTIME_RUNTIME_IMAGE_REPO'] = (
registry_prefix.rstrip('/') + '/runtime'
)
logger.info(
f'Runtime image repo: {os.environ["OH_RUNTIME_RUNTIME_IMAGE_REPO"]}'
)
if self.config.sandbox.runtime_extra_deps:
logger.info(
f'Installing extra user-provided dependencies in the runtime image: {self.config.sandbox.runtime_extra_deps}'
)
# Build the container image
self.container_image = build_runtime_image(
self.container_image,
self.runtime_builder,
extra_deps=self.config.sandbox.runtime_extra_deps,
)
# Use the /image_exists endpoint to check if the image exists
response = send_request(
self.session,
'GET',
f'{self.api_url}/image_exists',
params={'image': self.container_image},
)
if response.status_code != 200 or not response.json()['exists']:
raise RuntimeError(f'Container image {self.container_image} does not exist')
# Prepare the request body for the /start endpoint
plugin_arg = ''
if plugins is not None and len(plugins) > 0:
plugin_arg = f'--plugins {" ".join([plugin.name for plugin in plugins])} '
browsergym_arg = (
f'--browsergym-eval-env {self.config.sandbox.browsergym_eval_env}'
if self.config.sandbox.browsergym_eval_env is not None
else ''
)
start_request = {
'image': self.container_image,
'command': (
f'/openhands/miniforge3/bin/mamba run --no-capture-output -n base '
'PYTHONUNBUFFERED=1 poetry run '
f'python -u -m openhands.runtime.client.client {self.port} '
f'--working-dir {self.config.workspace_mount_path_in_sandbox} '
f'{plugin_arg}'
f'--username {"openhands" if self.config.run_as_openhands else "root"} '
f'--user-id {self.config.sandbox.user_id} '
f'{browsergym_arg}'
),
'working_dir': '/openhands/code/',
'name': self.container_name,
'environment': {'DEBUG': 'true'} if self.config.debug else {},
}
# Start the sandbox using the /start endpoint
response = send_request(
self.session, 'POST', f'{self.api_url}/start', json=start_request
)
if response.status_code != 201:
raise RuntimeError(f'Failed to start sandbox: {response.text}')
start_response = response.json()
self.runtime_id = start_response['runtime_id']
self.runtime_url = start_response['url']
logger.info(
f'Sandbox started. Runtime ID: {self.runtime_id}, URL: {self.runtime_url}'
)
# Initialize the eventstream and env vars
super().__init__(
config, event_stream, sid, plugins, env_vars, status_message_callback
)
logger.info(
f'Runtime initialized with plugins: {[plugin.name for plugin in self.plugins]}'
)
logger.info(f'Runtime initialized with env vars: {env_vars}')
assert (
self.runtime_id is not None
), 'Runtime ID is not set. This should never happen.'
assert (
self.runtime_url is not None
), 'Runtime URL is not set. This should never happen.'
@retry(
stop=stop_after_attempt(10),
wait=wait_exponential(multiplier=1, min=4, max=60),
retry=retry_if_exception_type(RuntimeError),
reraise=True,
)
def _wait_until_alive(self):
logger.info('Waiting for sandbox to be alive...')
response = send_request(
self.session,
'GET',
f'{self.runtime_url}/alive',
# Retry 404 errors for the /alive endpoint
# because the runtime might just be starting up
# and have not registered the endpoint yet
retry_fns=[is_404_error],
# leave enough time for the runtime to start up
timeout=600,
)
if response.status_code != 200:
msg = f'Runtime is not alive yet (id={self.runtime_id}). Status: {response.status_code}.'
logger.warning(msg)
raise RuntimeError(msg)
def close(self):
if self.runtime_id:
try:
response = send_request(
self.session,
'POST',
f'{self.api_url}/stop',
json={'runtime_id': self.runtime_id},
)
if response.status_code != 200:
logger.error(f'Failed to stop sandbox: {response.text}')
else:
logger.info(f'Sandbox stopped. Runtime ID: {self.runtime_id}')
except Exception as e:
raise e
finally:
self.session.close()
def run_action(self, action: Action) -> Observation:
if action.timeout is None:
action.timeout = self.config.sandbox.timeout
with self.action_semaphore:
if not action.runnable:
return NullObservation('')
action_type = action.action # type: ignore[attr-defined]
if action_type not in ACTION_TYPE_TO_CLASS:
return ErrorObservation(f'Action {action_type} does not exist.')
if not hasattr(self, action_type):
return ErrorObservation(
f'Action {action_type} is not supported in the current runtime.'
)
self._wait_until_alive()
assert action.timeout is not None
try:
logger.info('Executing action')
request_body = {'action': event_to_dict(action)}
logger.debug(f'Request body: {request_body}')
response = send_request(
self.session,
'POST',
f'{self.runtime_url}/execute_action',
json=request_body,
timeout=action.timeout,
retry_exceptions=list(
filter(lambda e: e != TimeoutError, DEFAULT_RETRY_EXCEPTIONS)
),
# Retry 404 errors for the /execute_action endpoint
# because the runtime might just be starting up
# and have not registered the endpoint yet
retry_fns=[is_404_error],
)
if response.status_code == 200:
output = response.json()
obs = observation_from_dict(output)
obs._cause = action.id # type: ignore[attr-defined]
return obs
else:
error_message = response.text
logger.error(f'Error from server: {error_message}')
obs = ErrorObservation(f'Action execution failed: {error_message}')
except Timeout:
logger.error('No response received within the timeout period.')
obs = ErrorObservation('Action execution timed out')
except Exception as e:
logger.error(f'Error during action execution: {e}')
obs = ErrorObservation(f'Action execution failed: {str(e)}')
return obs
def run(self, action: CmdRunAction) -> Observation:
return self.run_action(action)
def run_ipython(self, action: IPythonRunCellAction) -> Observation:
return self.run_action(action)
def read(self, action: FileReadAction) -> Observation:
return self.run_action(action)
def write(self, action: FileWriteAction) -> Observation:
return self.run_action(action)
def browse(self, action: BrowseURLAction) -> Observation:
return self.run_action(action)
def browse_interactive(self, action: BrowseInteractiveAction) -> Observation:
return self.run_action(action)
def copy_to(
self, host_src: str, sandbox_dest: str, recursive: bool = False
) -> None:
if not os.path.exists(host_src):
raise FileNotFoundError(f'Source file {host_src} does not exist')
self._wait_until_alive()
try:
if recursive:
with tempfile.NamedTemporaryFile(
suffix='.zip', delete=False
) as temp_zip:
temp_zip_path = temp_zip.name
with ZipFile(temp_zip_path, 'w') as zipf:
for root, _, files in os.walk(host_src):
for file in files:
file_path = os.path.join(root, file)
arcname = os.path.relpath(
file_path, os.path.dirname(host_src)
)
zipf.write(file_path, arcname)
upload_data = {'file': open(temp_zip_path, 'rb')}
else:
upload_data = {'file': open(host_src, 'rb')}
params = {'destination': sandbox_dest, 'recursive': str(recursive).lower()}
response = send_request(
self.session,
'POST',
f'{self.runtime_url}/upload_file',
files=upload_data,
params=params,
retry_exceptions=list(
filter(lambda e: e != TimeoutError, DEFAULT_RETRY_EXCEPTIONS)
),
)
if response.status_code == 200:
logger.info(
f'Copy completed: host:{host_src} -> runtime:{sandbox_dest}. Response: {response.text}'
)
return
else:
error_message = response.text
raise Exception(f'Copy operation failed: {error_message}')
except TimeoutError:
raise TimeoutError('Copy operation timed out')
except Exception as e:
raise RuntimeError(f'Copy operation failed: {str(e)}')
finally:
if recursive:
os.unlink(temp_zip_path)
logger.info(f'Copy completed: host:{host_src} -> runtime:{sandbox_dest}')
def list_files(self, path: str | None = None) -> list[str]:
self._wait_until_alive()
try:
data = {}
if path is not None:
data['path'] = path
response = send_request(
self.session,
'POST',
f'{self.runtime_url}/list_files',
json=data,
retry_exceptions=list(
filter(lambda e: e != TimeoutError, DEFAULT_RETRY_EXCEPTIONS)
),
)
if response.status_code == 200:
response_json = response.json()
assert isinstance(response_json, list)
return response_json
else:
error_message = response.text
raise Exception(f'List files operation failed: {error_message}')
except TimeoutError:
raise TimeoutError('List files operation timed out')
except Exception as e:
raise RuntimeError(f'List files operation failed: {str(e)}')