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feat(runtime): Add prototype Runloop runtime impl (#4598)
Co-authored-by: Robert Brennan <[email protected]>
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# Runloop Runtime | ||
Runloop provides a fast, secure and scalable AI sandbox (Devbox). | ||
Check out the [runloop docs](https://docs.runloop.ai/overview/what-is-runloop) | ||
for more detail | ||
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||
## Access | ||
Runloop is currently available in a closed beta. For early access, or | ||
just to say hello, sign up at https://www.runloop.ai/hello | ||
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## Set up | ||
With your runloop API, | ||
```bash | ||
export RUNLOOP_API_KEY=<your-api-key> | ||
``` | ||
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Configure the runtime | ||
```bash | ||
export RUNTIME="runloop" | ||
``` | ||
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## Interact with your devbox | ||
Runloop provides additional tools to interact with your Devbox based | ||
runtime environment. See the [docs](https://docs.runloop.ai/tools) for an up | ||
to date list of tools. | ||
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### Dashboard | ||
View logs, ssh into, or view your Devbox status from the [dashboard](https://platform.runloop.ai) | ||
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### CLI | ||
Use the Runloop CLI to view logs, execute commands, and more. | ||
See the setup instructions [here](https://docs.runloop.ai/tools/cli) |
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import logging | ||
import threading | ||
import time | ||
from typing import Callable | ||
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import requests | ||
import tenacity | ||
from runloop_api_client import Runloop | ||
from runloop_api_client.types import DevboxView | ||
from runloop_api_client.types.shared_params import LaunchParameters | ||
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from openhands.core.config import AppConfig | ||
from openhands.core.logger import openhands_logger as logger | ||
from openhands.events import EventStream | ||
from openhands.runtime.impl.eventstream.eventstream_runtime import ( | ||
EventStreamRuntime, | ||
LogBuffer, | ||
) | ||
from openhands.runtime.plugins import PluginRequirement | ||
from openhands.runtime.utils.command import get_remote_startup_command | ||
from openhands.runtime.utils.request import send_request | ||
from openhands.utils.tenacity_stop import stop_if_should_exit | ||
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class RunloopLogBuffer(LogBuffer): | ||
"""Synchronous buffer for Runloop devbox logs. | ||
This class provides a thread-safe way to collect, store, and retrieve logs | ||
from a Docker container. It uses a list to store log lines and provides methods | ||
for appending, retrieving, and clearing logs. | ||
""" | ||
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def __init__(self, runloop_api_client: Runloop, devbox_id: str): | ||
self.client_ready = False | ||
self.init_msg = 'Runtime client initialized.' | ||
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self.buffer: list[str] = [] | ||
self.lock = threading.Lock() | ||
self._stop_event = threading.Event() | ||
self.runloop_api_client = runloop_api_client | ||
self.devbox_id = devbox_id | ||
self.log_index = 0 | ||
self.log_stream_thread = threading.Thread(target=self.stream_logs) | ||
self.log_stream_thread.daemon = True | ||
self.log_stream_thread.start() | ||
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def stream_logs(self): | ||
"""Stream logs from the Docker container in a separate thread. | ||
This method runs in its own thread to handle the blocking | ||
operation of reading log lines from the Docker SDK's synchronous generator. | ||
""" | ||
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try: | ||
# TODO(Runloop) Replace with stream | ||
while True: | ||
raw_logs = self.runloop_api_client.devboxes.logs.list( | ||
self.devbox_id | ||
).logs[self.log_index :] | ||
logs = [ | ||
log.message | ||
for log in raw_logs | ||
if log.message and log.cmd_id is None | ||
] | ||
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self.log_index += len(raw_logs) | ||
if self._stop_event.is_set(): | ||
break | ||
if logs: | ||
for log_line in logs: | ||
self.append(log_line) | ||
if self.init_msg in log_line: | ||
self.client_ready = True | ||
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time.sleep(1) | ||
except Exception as e: | ||
logger.error(f'Error streaming runloop logs: {e}') | ||
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# NB: Match LogBuffer behavior on below methods | ||
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def get_and_clear(self) -> list[str]: | ||
with self.lock: | ||
logs = list(self.buffer) | ||
self.buffer.clear() | ||
return logs | ||
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def append(self, log_line: str): | ||
with self.lock: | ||
self.buffer.append(log_line) | ||
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def close(self, timeout: float = 5.0): | ||
self._stop_event.set() | ||
self.log_stream_thread.join(timeout) | ||
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class RunloopRuntime(EventStreamRuntime): | ||
"""The RunloopRuntime class is an EventStreamRuntime that utilizes Runloop Devbox as a runtime environment.""" | ||
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_sandbox_port: int = 4444 | ||
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def __init__( | ||
self, | ||
config: AppConfig, | ||
event_stream: EventStream, | ||
sid: str = 'default', | ||
plugins: list[PluginRequirement] | None = None, | ||
env_vars: dict[str, str] | None = None, | ||
status_callback: Callable | None = None, | ||
attach_to_existing: bool = False, | ||
): | ||
assert config.runloop_api_key is not None, 'Runloop API key is required' | ||
self.devbox: DevboxView | None = None | ||
self.config = config | ||
self.runloop_api_client = Runloop( | ||
bearer_token=config.runloop_api_key, | ||
) | ||
self.session = requests.Session() | ||
self.container_name = self.container_name_prefix + sid | ||
self.action_semaphore = threading.Semaphore(1) # Ensure one action at a time | ||
self.init_base_runtime( | ||
config, | ||
event_stream, | ||
sid, | ||
plugins, | ||
env_vars, | ||
status_callback, | ||
attach_to_existing, | ||
) | ||
# Buffer for container logs | ||
self.log_buffer: LogBuffer | None = None | ||
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@tenacity.retry( | ||
stop=tenacity.stop_after_attempt(120), | ||
wait=tenacity.wait_fixed(1), | ||
) | ||
def _wait_for_devbox(self, devbox: DevboxView) -> DevboxView: | ||
"""Pull devbox status until it is running""" | ||
if devbox == 'running': | ||
return devbox | ||
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devbox = self.runloop_api_client.devboxes.retrieve(id=devbox.id) | ||
if devbox.status != 'running': | ||
raise ConnectionRefusedError('Devbox is not running') | ||
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# Devbox is connected and running | ||
logging.debug(f'devbox.id={devbox.id} is running') | ||
return devbox | ||
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def _create_new_devbox(self) -> DevboxView: | ||
# Note: Runloop connect | ||
sandbox_workspace_dir = self.config.workspace_mount_path_in_sandbox | ||
plugin_args = [] | ||
if self.plugins is not None and len(self.plugins) > 0: | ||
plugin_args.append('--plugins') | ||
plugin_args.extend([plugin.name for plugin in self.plugins]) | ||
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browsergym_args = [] | ||
if self.config.sandbox.browsergym_eval_env is not None: | ||
browsergym_args = [ | ||
'-browsergym-eval-env', | ||
self.config.sandbox.browsergym_eval_env, | ||
] | ||
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# Copied from EventstreamRuntime | ||
start_command = get_remote_startup_command( | ||
self._sandbox_port, | ||
sandbox_workspace_dir, | ||
'openhands' if self.config.run_as_openhands else 'root', | ||
self.config.sandbox.user_id, | ||
plugin_args, | ||
browsergym_args, | ||
) | ||
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# Add some additional commands based on our image | ||
# NB: start off as root, action_execution_server will ultimately choose user but expects all context | ||
# (ie browser) to be installed as root | ||
start_command = ( | ||
'export MAMBA_ROOT_PREFIX=/openhands/micromamba && ' | ||
'cd /openhands/code && ' | ||
+ '/openhands/micromamba/bin/micromamba run -n openhands poetry config virtualenvs.path /openhands/poetry && ' | ||
+ ' '.join(start_command) | ||
) | ||
entrypoint = f"sudo bash -c '{start_command}'" | ||
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devbox = self.runloop_api_client.devboxes.create( | ||
entrypoint=entrypoint, | ||
setup_commands=[f'mkdir -p {self.config.workspace_mount_path_in_sandbox}'], | ||
name=self.sid, | ||
environment_variables={'DEBUG': 'true'} if self.config.debug else {}, | ||
prebuilt='openhands', | ||
launch_parameters=LaunchParameters( | ||
available_ports=[self._sandbox_port], | ||
resource_size_request="LARGE", | ||
), | ||
metadata={'container-name': self.container_name}, | ||
) | ||
return self._wait_for_devbox(devbox) | ||
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async def connect(self): | ||
self.send_status_message('STATUS$STARTING_RUNTIME') | ||
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if self.attach_to_existing: | ||
active_devboxes = self.runloop_api_client.devboxes.list( | ||
status='running' | ||
).devboxes | ||
self.devbox = next( | ||
(devbox for devbox in active_devboxes if devbox.name == self.sid), None | ||
) | ||
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if self.devbox is None: | ||
self.devbox = self._create_new_devbox() | ||
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# Create tunnel - this will return a stable url, so is safe to call if we are attaching to existing | ||
tunnel = self.runloop_api_client.devboxes.create_tunnel( | ||
id=self.devbox.id, | ||
port=self._sandbox_port, | ||
) | ||
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# Hook up logs | ||
self.log_buffer = RunloopLogBuffer(self.runloop_api_client, self.devbox.id) | ||
self.api_url = f'https://{tunnel.url}' | ||
logger.info(f'Container started. Server url: {self.api_url}') | ||
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# End Runloop connect | ||
# NOTE: Copied from EventStreamRuntime | ||
logger.info('Waiting for client to become ready...') | ||
self.send_status_message('STATUS$WAITING_FOR_CLIENT') | ||
self._wait_until_alive() | ||
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if not self.attach_to_existing: | ||
self.setup_initial_env() | ||
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logger.info( | ||
f'Container initialized with plugins: {[plugin.name for plugin in self.plugins]}' | ||
) | ||
self.send_status_message(' ') | ||
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@tenacity.retry( | ||
stop=tenacity.stop_after_delay(120) | stop_if_should_exit(), | ||
wait=tenacity.wait_fixed(1), | ||
reraise=(ConnectionRefusedError,), | ||
) | ||
def _wait_until_alive(self): | ||
# NB(Runloop): Remote logs are not guaranteed realtime, removing client_ready check from logs | ||
self._refresh_logs() | ||
if not self.log_buffer: | ||
raise RuntimeError('Runtime client is not ready.') | ||
response = send_request( | ||
self.session, | ||
'GET', | ||
f'{self.api_url}/alive', | ||
timeout=5, | ||
) | ||
if response.status_code == 200: | ||
return | ||
else: | ||
msg = f'Action execution API is not alive. Response: {response}' | ||
logger.error(msg) | ||
raise RuntimeError(msg) | ||
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def close(self, rm_all_containers: bool = True): | ||
if self.log_buffer: | ||
self.log_buffer.close() | ||
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if self.session: | ||
self.session.close() | ||
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if self.attach_to_existing: | ||
return | ||
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if self.devbox: | ||
self.runloop_api_client.devboxes.shutdown(self.devbox.id) |
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