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import asyncio | |
import os | |
import subprocess | |
import sys | |
import time | |
from dataclasses import dataclass | |
from openhands.core.logger import openhands_logger as logger | |
from openhands.events.action import Action, IPythonRunCellAction | |
from openhands.events.observation import IPythonRunCellObservation | |
from openhands.runtime.plugins.jupyter.execute_server import JupyterKernel | |
from openhands.runtime.plugins.requirement import Plugin, PluginRequirement | |
from openhands.runtime.utils import find_available_tcp_port | |
from openhands.utils.shutdown_listener import should_continue | |
class JupyterRequirement(PluginRequirement): | |
name: str = 'jupyter' | |
class JupyterPlugin(Plugin): | |
name: str = 'jupyter' | |
kernel_gateway_port: int | |
kernel_id: str | |
gateway_process: asyncio.subprocess.Process | subprocess.Popen | |
python_interpreter_path: str | |
async def initialize( | |
self, username: str, kernel_id: str = 'openhands-default' | |
) -> None: | |
self.kernel_gateway_port = find_available_tcp_port(40000, 49999) | |
self.kernel_id = kernel_id | |
is_local_runtime = os.environ.get('LOCAL_RUNTIME_MODE') == '1' | |
is_windows = sys.platform == 'win32' | |
if not is_local_runtime: | |
# Non-LocalRuntime | |
prefix = f'su - {username} -s ' | |
# cd to code repo, setup all env vars and run micromamba | |
poetry_prefix = ( | |
'cd /openhands/code\n' | |
'export POETRY_VIRTUALENVS_PATH=/openhands/poetry;\n' | |
'export PYTHONPATH=/openhands/code:$PYTHONPATH;\n' | |
'export MAMBA_ROOT_PREFIX=/openhands/micromamba;\n' | |
'/openhands/micromamba/bin/micromamba run -n openhands ' | |
) | |
else: | |
# LocalRuntime | |
prefix = '' | |
code_repo_path = os.environ.get('OPENHANDS_REPO_PATH') | |
if not code_repo_path: | |
raise ValueError( | |
'OPENHANDS_REPO_PATH environment variable is not set. ' | |
'This is required for the jupyter plugin to work with LocalRuntime.' | |
) | |
# The correct environment is ensured by the PATH in LocalRuntime. | |
poetry_prefix = f'cd {code_repo_path}\n' | |
if is_windows: | |
# Windows-specific command format | |
jupyter_launch_command = ( | |
f'cd /d "{code_repo_path}" && ' | |
'poetry run jupyter kernelgateway ' | |
'--KernelGatewayApp.ip=0.0.0.0 ' | |
f'--KernelGatewayApp.port={self.kernel_gateway_port}' | |
) | |
logger.debug(f'Jupyter launch command (Windows): {jupyter_launch_command}') | |
# Using synchronous subprocess.Popen for Windows as asyncio.create_subprocess_shell | |
# has limitations on Windows platforms | |
self.gateway_process = subprocess.Popen( # type: ignore[ASYNC101] # noqa: ASYNC101 | |
jupyter_launch_command, | |
stdout=subprocess.PIPE, | |
stderr=subprocess.STDOUT, | |
shell=True, | |
text=True, | |
) | |
# Windows-specific stdout handling with synchronous time.sleep | |
# as asyncio has limitations on Windows for subprocess operations | |
output = '' | |
while should_continue(): | |
if self.gateway_process.stdout is None: | |
time.sleep(1) # type: ignore[ASYNC101] # noqa: ASYNC101 | |
continue | |
line = self.gateway_process.stdout.readline() | |
if not line: | |
time.sleep(1) # type: ignore[ASYNC101] # noqa: ASYNC101 | |
continue | |
output += line | |
if 'at' in line: | |
break | |
time.sleep(1) # type: ignore[ASYNC101] # noqa: ASYNC101 | |
logger.debug('Waiting for jupyter kernel gateway to start...') | |
logger.debug( | |
f'Jupyter kernel gateway started at port {self.kernel_gateway_port}. Output: {output}' | |
) | |
else: | |
# Unix systems (Linux/macOS) | |
jupyter_launch_command = ( | |
f"{prefix}/bin/bash << 'EOF'\n" | |
f'{poetry_prefix}' | |
'poetry run jupyter kernelgateway ' | |
'--KernelGatewayApp.ip=0.0.0.0 ' | |
f'--KernelGatewayApp.port={self.kernel_gateway_port}\n' | |
'EOF' | |
) | |
logger.debug(f'Jupyter launch command: {jupyter_launch_command}') | |
# Using asyncio.create_subprocess_shell instead of subprocess.Popen | |
# to avoid ASYNC101 linting error | |
self.gateway_process = await asyncio.create_subprocess_shell( | |
jupyter_launch_command, | |
stderr=asyncio.subprocess.STDOUT, | |
stdout=asyncio.subprocess.PIPE, | |
) | |
# read stdout until the kernel gateway is ready | |
output = '' | |
while should_continue() and self.gateway_process.stdout is not None: | |
line_bytes = await self.gateway_process.stdout.readline() | |
line = line_bytes.decode('utf-8') | |
output += line | |
if 'at' in line: | |
break | |
await asyncio.sleep(1) | |
logger.debug('Waiting for jupyter kernel gateway to start...') | |
logger.debug( | |
f'Jupyter kernel gateway started at port {self.kernel_gateway_port}. Output: {output}' | |
) | |
_obs = await self.run( | |
IPythonRunCellAction(code='import sys; print(sys.executable)') | |
) | |
self.python_interpreter_path = _obs.content.strip() | |
async def _run(self, action: Action) -> IPythonRunCellObservation: | |
"""Internal method to run a code cell in the jupyter kernel.""" | |
if not isinstance(action, IPythonRunCellAction): | |
raise ValueError( | |
f'Jupyter plugin only supports IPythonRunCellAction, but got {action}' | |
) | |
if not hasattr(self, 'kernel'): | |
self.kernel = JupyterKernel( | |
f'localhost:{self.kernel_gateway_port}', self.kernel_id | |
) | |
if not self.kernel.initialized: | |
await self.kernel.initialize() | |
# Execute the code and get structured output | |
output = await self.kernel.execute(action.code, timeout=action.timeout) | |
# Extract text content and image URLs from the structured output | |
text_content = output.get('text', '') | |
image_urls = output.get('images', []) | |
return IPythonRunCellObservation( | |
content=text_content, | |
code=action.code, | |
image_urls=image_urls if image_urls else None, | |
) | |
async def run(self, action: Action) -> IPythonRunCellObservation: | |
obs = await self._run(action) | |
return obs | |