From 568d8dbf8bd3be2f5d860412762b38350fb15d51 Mon Sep 17 00:00:00 2001 From: Leon De Andrade Date: Mon, 23 Dec 2024 15:31:35 +0100 Subject: [PATCH 1/5] Implement local jupyter notebook execution support --- python/packages/autogen-ext/pyproject.toml | 4 +- .../code_executors/jupyter/__init__.py | 14 + .../code_executors/jupyter/_jupyter_client.py | 206 ++ .../jupyter/_jupyter_code_executor.py | 146 ++ .../jupyter/_jupyter_connectable.py | 18 + .../jupyter/_jupyter_connection_info.py | 15 + .../jupyter/_local_jupyter_server.py | 160 ++ .../test_jupyter_code_executor.py | 88 + python/uv.lock | 2023 ++++++++++------- 9 files changed, 1834 insertions(+), 840 deletions(-) create mode 100644 python/packages/autogen-ext/src/autogen_ext/code_executors/jupyter/__init__.py create mode 100644 python/packages/autogen-ext/src/autogen_ext/code_executors/jupyter/_jupyter_client.py create mode 100644 python/packages/autogen-ext/src/autogen_ext/code_executors/jupyter/_jupyter_code_executor.py create mode 100644 python/packages/autogen-ext/src/autogen_ext/code_executors/jupyter/_jupyter_connectable.py create mode 100644 python/packages/autogen-ext/src/autogen_ext/code_executors/jupyter/_jupyter_connection_info.py create mode 100644 python/packages/autogen-ext/src/autogen_ext/code_executors/jupyter/_local_jupyter_server.py create mode 100644 python/packages/autogen-ext/tests/code_executors/test_jupyter_code_executor.py diff --git a/python/packages/autogen-ext/pyproject.toml b/python/packages/autogen-ext/pyproject.toml index 34a71f917ca7..e811f8f0cab9 100644 --- a/python/packages/autogen-ext/pyproject.toml +++ b/python/packages/autogen-ext/pyproject.toml @@ -48,10 +48,12 @@ video-surfer = [ "ffmpeg-python", "openai-whisper", ] - grpc = [ "grpcio~=1.62.0", # TODO: update this once we have a stable version. ] +jupyter-executor = [ + "jupyter-kernel-gateway>=3.0.1", +] [tool.hatch.build.targets.wheel] packages = ["src/autogen_ext"] diff --git a/python/packages/autogen-ext/src/autogen_ext/code_executors/jupyter/__init__.py b/python/packages/autogen-ext/src/autogen_ext/code_executors/jupyter/__init__.py new file mode 100644 index 000000000000..79cf0df07387 --- /dev/null +++ b/python/packages/autogen-ext/src/autogen_ext/code_executors/jupyter/__init__.py @@ -0,0 +1,14 @@ +from ._jupyter_client import JupyterClient +from ._jupyter_code_executor import JupyterCodeExecutor, JupyterCodeResult +from ._jupyter_connectable import JupyterConnectable +from ._jupyter_connection_info import JupyterConnectionInfo +from ._local_jupyter_server import LocalJupyterServer + +__all__ = [ + "JupyterConnectable", + "JupyterConnectionInfo", + "JupyterClient", + "LocalJupyterServer", + "JupyterCodeExecutor", + "JupyterCodeResult", +] diff --git a/python/packages/autogen-ext/src/autogen_ext/code_executors/jupyter/_jupyter_client.py b/python/packages/autogen-ext/src/autogen_ext/code_executors/jupyter/_jupyter_client.py new file mode 100644 index 000000000000..1349f7a2a7b1 --- /dev/null +++ b/python/packages/autogen-ext/src/autogen_ext/code_executors/jupyter/_jupyter_client.py @@ -0,0 +1,206 @@ +from __future__ import annotations + +import sys +from dataclasses import dataclass +from types import TracebackType +from typing import Any, AsyncGenerator, cast + +if sys.version_info >= (3, 11): + from typing import Self +else: + from typing_extensions import Self + +import datetime +import json +import uuid + +import requests +from requests.adapters import HTTPAdapter, Retry +from websockets.asyncio.client import ClientConnection, connect + +from ._jupyter_connection_info import JupyterConnectionInfo + + +class JupyterClient: + def __init__(self, connection_info: JupyterConnectionInfo): + """(Experimental) A client for communicating with a Jupyter gateway server. + + Args: + connection_info (JupyterConnectionInfo): Connection information + """ + self._connection_info = connection_info + self._session = requests.Session() + retries = Retry(total=5, backoff_factor=0.1) + self._session.mount("http://", HTTPAdapter(max_retries=retries)) + + def _get_headers(self) -> dict[str, str]: + if self._connection_info.token is None: + return {} + return {"Authorization": f"token {self._connection_info.token}"} + + def _get_cookies(self) -> str: + cookies = self._session.cookies.get_dict() + return "; ".join([f"{name}={value}" for name, value in cookies.items()]) + + def _get_api_base_url(self) -> str: + protocol = "https" if self._connection_info.use_https else "http" + port = f":{self._connection_info.port}" if self._connection_info.port else "" + return f"{protocol}://{self._connection_info.host}{port}" + + def _get_ws_base_url(self) -> str: + port = f":{self._connection_info.port}" if self._connection_info.port else "" + return f"ws://{self._connection_info.host}{port}" + + def list_kernel_specs(self) -> dict[str, dict[str, str]]: + response = self._session.get(f"{self._get_api_base_url()}/api/kernelspecs", headers=self._get_headers()) + return cast(dict[str, dict[str, str]], response.json()) + + def list_kernels(self) -> list[dict[str, str]]: + response = self._session.get(f"{self._get_api_base_url()}/api/kernels", headers=self._get_headers()) + return cast(list[dict[str, str]], response.json()) + + def start_kernel(self, kernel_spec_name: str) -> str: + """Start a new kernel. + + Args: + kernel_spec_name (str): Name of the kernel spec to start + + Returns: + str: ID of the started kernel + """ + + response = self._session.post( + f"{self._get_api_base_url()}/api/kernels", + headers=self._get_headers(), + json={"name": kernel_spec_name}, + ) + return cast(str, response.json()["id"]) + + def delete_kernel(self, kernel_id: str) -> None: + response = self._session.delete( + f"{self._get_api_base_url()}/api/kernels/{kernel_id}", headers=self._get_headers() + ) + response.raise_for_status() + + def restart_kernel(self, kernel_id: str) -> None: + response = self._session.post( + f"{self._get_api_base_url()}/api/kernels/{kernel_id}/restart", headers=self._get_headers() + ) + response.raise_for_status() + + async def get_kernel_client(self, kernel_id: str) -> JupyterKernelClient: + ws_url = f"{self._get_ws_base_url()}/api/kernels/{kernel_id}/channels" + headers = self._get_headers() + headers["Cookie"] = self._get_cookies() + websocket = await connect(ws_url, additional_headers=headers) + return JupyterKernelClient(websocket) + + +class JupyterKernelClient: + """A client for communicating with a Jupyter kernel.""" + + @dataclass + class ExecutionResult: + @dataclass + class DataItem: + mime_type: str + data: str + + is_ok: bool + output: str + data_items: list[DataItem] + + def __init__(self, websocket: ClientConnection): + self._session_id: str = uuid.uuid4().hex + self._websocket = websocket + + async def _send_message(self, *, content: dict[str, Any], channel: str, message_type: str) -> str: + timestamp = datetime.datetime.now().isoformat() + message_id = uuid.uuid4().hex + message = { + "header": { + "username": "autogen", + "version": "5.0", + "session": self._session_id, + "msg_id": message_id, + "msg_type": message_type, + "date": timestamp, + }, + "parent_header": {}, + "channel": channel, + "content": content, + "metadata": {}, + "buffers": {}, + } + await self._websocket.send(json.dumps(message)) + return message_id + + async def wait_for_ready(self) -> None: + message_id = await self._send_message(content={}, channel="shell", message_type="kernel_info_request") + + async for message in self._receive_message(message_id): + if message["msg_type"] == "kernel_info_reply": + break + + async def execute(self, code: str) -> ExecutionResult: + message_id = await self._send_message( + content={ + "code": code, + "silent": False, + "store_history": True, + "user_expressions": {}, + "allow_stdin": False, + "stop_on_error": True, + }, + channel="shell", + message_type="execute_request", + ) + + text_output: list[str] = [] + data_output: list[JupyterKernelClient.ExecutionResult.DataItem] = [] + + async for message in self._receive_message(message_id): + content = message["content"] + match message["msg_type"]: + case "execute_result" | "display_data": + for data_type, data in content["data"].items(): + match data_type: + case "text/plain": + text_output.append(data) + case data if data.startswith("image/") or data == "text/html": + data_output.append(self.ExecutionResult.DataItem(mime_type=data_type, data=data)) + case _: + text_output.append(json.dumps(data)) + case "stream": + text_output.append(content["text"]) + case "error": + return JupyterKernelClient.ExecutionResult( + is_ok=False, + output=f"ERROR: {content['ename']}: {content['evalue']}\n{content['traceback']}", + data_items=[], + ) + case _: + pass + + if message["msg_type"] == "status" and content["execution_state"] == "idle": + break + + return JupyterKernelClient.ExecutionResult( + is_ok=True, output="\n".join([output for output in text_output]), data_items=data_output + ) + + async def __aenter__(self) -> Self: + return self + + async def __aexit__( + self, exc_type: type[BaseException] | None, exc_val: BaseException | None, exc_tb: TracebackType | None + ) -> None: + await self._websocket.close() + + async def _receive_message(self, message_id: str) -> AsyncGenerator[dict[str, Any]]: + async for data in self._websocket: + if isinstance(data, bytes): + data = data.decode("utf-8") + message = cast(dict[str, Any], json.loads(data)) + if message.get("parent_header", {}).get("msg_id") == message_id: + yield message diff --git a/python/packages/autogen-ext/src/autogen_ext/code_executors/jupyter/_jupyter_code_executor.py b/python/packages/autogen-ext/src/autogen_ext/code_executors/jupyter/_jupyter_code_executor.py new file mode 100644 index 000000000000..3f7aa34b9fd1 --- /dev/null +++ b/python/packages/autogen-ext/src/autogen_ext/code_executors/jupyter/_jupyter_code_executor.py @@ -0,0 +1,146 @@ +import asyncio +import base64 +import json +import sys +import uuid +from dataclasses import dataclass +from pathlib import Path +from types import TracebackType + +if sys.version_info >= (3, 11): + from typing import Self +else: + from typing_extensions import Self + +from autogen_core import CancellationToken +from autogen_core.code_executor import CodeBlock, CodeExecutor, CodeResult + +from .._common import silence_pip +from ._jupyter_connectable import JupyterConnectable + + +@dataclass +class JupyterCodeResult(CodeResult): + """A code result class for Jupyter code executor.""" + + output_files: list[Path] + + +class JupyterCodeExecutor(CodeExecutor): + def __init__( + self, + server: JupyterConnectable, + kernel_name: str = "python3", + timeout: int = 60, + output_dir: Path = Path("."), + ): + """A code executor class that executes code statefully using + a Jupyter server supplied to this class. + + Each execution is stateful and can access variables created from previous + executions in the same session. + + Args: + server (JupyterConnectable): The Jupyter server to use. + kernel_name (str): The kernel name to use. Make sure it is installed. + By default, it is "python3". + timeout (int): The timeout for code execution, by default 60. + output_dir (Path): The directory to save output files, by default ".". + """ + if timeout < 1: + raise ValueError("Timeout must be greater than or equal to 1.") + + self._jupyter_client = server.get_client() + self._kernel_name = kernel_name + self._timeout = timeout + self._output_dir = output_dir + self.start() + + async def execute_code_blocks( + self, code_blocks: list[CodeBlock], cancellation_token: CancellationToken + ) -> JupyterCodeResult: + """Execute code blocks and return the result. + + Args: + code_blocks (list[CodeBlock]): The code blocks to execute. + + Returns: + JupyterCodeResult: The result of the code execution. + + Raises: + asyncio.TimeoutError: Code execution timeouts + asyncio.CancelledError: CancellationToken evoked during execution + """ + async with await self._jupyter_client.get_kernel_client(self._kernel_id) as kernel_client: + wait_for_ready_task = asyncio.create_task(kernel_client.wait_for_ready()) + cancellation_token.link_future(wait_for_ready_task) + await asyncio.wait_for(wait_for_ready_task, timeout=self._timeout) + + outputs: list[str] = [] + output_files: list[Path] = [] + for code_block in code_blocks: + code = silence_pip(code_block.code, code_block.language) + execute_task = asyncio.create_task(kernel_client.execute(code)) + cancellation_token.link_future(execute_task) + result = await asyncio.wait_for(execute_task, timeout=self._timeout) + + if result.is_ok: + outputs.append(result.output) + for data in result.data_items: + match data.mime_type: + case "image/png": + path = self._save_image(data.data) + outputs.append(f"Image data saved to {path}") + output_files.append(path) + case "text/html": + path = self._save_html(data.data) + outputs.append(f"HTML data saved to {path}") + output_files.append(path) + case _: + outputs.append(json.dumps(data.data)) + else: + return JupyterCodeResult(exit_code=1, output=f"ERROR: {result.output}", output_files=[]) + + return JupyterCodeResult( + exit_code=0, output="\n".join([output for output in outputs]), output_files=output_files + ) + + async def restart(self) -> None: + """Restart the code executor.""" + self._jupyter_client.restart_kernel(self._kernel_id) + self._jupyter_kernel_client = self._jupyter_client.get_kernel_client(self._kernel_id) + + def start(self) -> None: + """Start the kernel.""" + available_kernels = self._jupyter_client.list_kernel_specs() + if self._kernel_name not in available_kernels["kernelspecs"]: + raise ValueError(f"Kernel {self._kernel_name} is not installed.") + + self._kernel_id = self._jupyter_client.start_kernel(self._kernel_name) + + def stop(self) -> None: + """Stop the kernel.""" + if self._kernel_id is not None: + self._jupyter_client.delete_kernel(self._kernel_id) + self._kernel_id = None + + def __enter__(self) -> Self: + return self + + def __exit__( + self, exc_type: type[BaseException] | None, exc_val: BaseException | None, exc_tb: TracebackType | None + ) -> None: + self.stop() + + def _save_image(self, image_data_base64: str) -> Path: + """Save image data to a file.""" + image_data = base64.b64decode(image_data_base64) + path = self._output_dir / f"{uuid.uuid4().hex}.png" + path.write_bytes(image_data) + return path.absolute() + + def _save_html(self, html_data: str) -> Path: + """Save html data to a file.""" + path = self._output_dir / f"{uuid.uuid4().hex}.html" + path.write_text(html_data) + return path.absolute() diff --git a/python/packages/autogen-ext/src/autogen_ext/code_executors/jupyter/_jupyter_connectable.py b/python/packages/autogen-ext/src/autogen_ext/code_executors/jupyter/_jupyter_connectable.py new file mode 100644 index 000000000000..3f082f71f910 --- /dev/null +++ b/python/packages/autogen-ext/src/autogen_ext/code_executors/jupyter/_jupyter_connectable.py @@ -0,0 +1,18 @@ +from typing import Protocol, runtime_checkable + +from ._jupyter_client import JupyterClient +from ._jupyter_connection_info import JupyterConnectionInfo + + +@runtime_checkable +class JupyterConnectable(Protocol): + """TODO""" + + @property + def connection_info(self) -> JupyterConnectionInfo: + """Return the connection information for this connectable.""" + ... + + def get_client(self) -> JupyterClient: + """Return the jupyter client using the connection info.""" + return JupyterClient(self.connection_info) diff --git a/python/packages/autogen-ext/src/autogen_ext/code_executors/jupyter/_jupyter_connection_info.py b/python/packages/autogen-ext/src/autogen_ext/code_executors/jupyter/_jupyter_connection_info.py new file mode 100644 index 000000000000..b3b3187a3b52 --- /dev/null +++ b/python/packages/autogen-ext/src/autogen_ext/code_executors/jupyter/_jupyter_connection_info.py @@ -0,0 +1,15 @@ +from dataclasses import dataclass + + +@dataclass +class JupyterConnectionInfo: + """TODO""" + + host: str + """`str` - Host of the Jupyter gateway server""" + use_https: bool + """`bool` - Whether to use HTTPS""" + port: int | None = None + """`Optional[int]` - Port of the Jupyter gateway server. If None, the default port is used""" + token: str | None = None + """`Optional[str]` - Token for authentication. If None, no token is used""" diff --git a/python/packages/autogen-ext/src/autogen_ext/code_executors/jupyter/_local_jupyter_server.py b/python/packages/autogen-ext/src/autogen_ext/code_executors/jupyter/_local_jupyter_server.py new file mode 100644 index 000000000000..575f3d2b70e7 --- /dev/null +++ b/python/packages/autogen-ext/src/autogen_ext/code_executors/jupyter/_local_jupyter_server.py @@ -0,0 +1,160 @@ +from __future__ import annotations + +import atexit +import json +import secrets +import signal +import subprocess +import sys +from enum import Enum +from types import TracebackType + +if sys.version_info >= (3, 11): + from typing import Self +else: + from typing_extensions import Self + +from ._jupyter_connectable import JupyterConnectable +from ._jupyter_connection_info import JupyterConnectionInfo + + +class LocalJupyterServer(JupyterConnectable): + class TokenOption(Enum): + NO_TOKEN = "no_token" + GENERATE_TOKEN = "generate_token" + + def __init__( + self, + ip: str = "127.0.0.1", + port: int | None = None, + token: str | TokenOption | None = TokenOption.GENERATE_TOKEN, + log_file: str = "jupyter_gateway.log", + log_level: str = "INFO", + log_max_bytes: int = 1048576, + log_backup_count: int = 3, + ): + """Runs a Jupyter Kernel Gateway server locally. + + Args: + ip (str, optional): IP address to bind to. Defaults to "127.0.0.1". + port (Optional[int], optional): Port to use, if None it automatically selects a port. Defaults to None. + token (Union[str, TokenOption], optional): Token to use for Jupyter server. By default will generate a token. Using None will use no token for authentication. Defaults to GenerateToken(). + log_file (str, optional): File for Jupyter Kernel Gateway logs. Defaults to "jupyter_gateway.log". + log_level (str, optional): Level for Jupyter Kernel Gateway logs. Defaults to "INFO". + log_max_bytes (int, optional): Max logfile size. Defaults to 1048576. + log_backup_count (int, optional): Number of backups for rotating log. Defaults to 3. + """ + + # Check Jupyter gateway server is installed + try: + subprocess.run( + [sys.executable, "-m", "jupyter", "kernelgateway", "--version"], + check=True, + stdout=subprocess.PIPE, + stderr=subprocess.PIPE, + text=True, + ) + except subprocess.CalledProcessError as ex: + raise ValueError( + "Jupyter gateway server is not installed. Please install it with `pip install jupyter_kernel_gateway`." + ) from ex + + self._ip = ip + + match token: + case LocalJupyterServer.TokenOption.GENERATE_TOKEN: + self._token = secrets.token_hex(32) + case str(): + self._token = token + case _: + self._token = "" + + logging_config = { + "handlers": { + "file": { + "class": "logging.handlers.RotatingFileHandler", + "level": log_level, + "maxBytes": log_max_bytes, + "backupCount": log_backup_count, + "filename": log_file, + } + }, + "loggers": {"KernelGatewayApp": {"level": log_level, "handlers": ["file", "console"]}}, + } + + # Run Jupyter gateway server with detached subprocess + args = [ + sys.executable, + "-m", + "jupyter", + "kernelgateway", + "--KernelGatewayApp.ip", + ip, + "--KernelGatewayApp.auth_token", + self._token, + "--JupyterApp.answer_yes", + "true", + "--JupyterApp.logging_config", + json.dumps(logging_config), + "--JupyterWebsocketPersonality.list_kernels", + "true", + ] + if port is not None: + args.extend(["--KernelGatewayApp.port", str(port)]) + args.extend(["--KernelGatewayApp.port_retries", "0"]) + self._subprocess = subprocess.Popen(args, stdout=subprocess.PIPE, stderr=subprocess.PIPE, text=True) + + # Satisfy mypy, we know this is not None because we passed PIPE + assert self._subprocess.stderr is not None + # Read stderr until we see "is available at" or the process has exited with an error + stderr = "" + while True: + result = self._subprocess.poll() + if result is not None: + stderr += self._subprocess.stderr.read() + raise ValueError(f"Jupyter gateway server failed to start with exit code: {result}. stderr:\n{stderr}") + line = self._subprocess.stderr.readline() + stderr += line + + if "ERROR:" in line: + error_info = line.split("ERROR:")[1] + raise ValueError(f"Jupyter gateway server failed to start. {error_info}") + + if "is available at" in line: + # We need to extract what port it settled on + # Example output: + # Jupyter Kernel Gateway 3.0.0 is available at http://127.0.0.1:8890 + if port is None: + port = int(line.split(":")[-1]) + self.port = port + + break + + # Poll the subprocess to check if it is still running + result = self._subprocess.poll() + if result is not None: + raise ValueError( + f"Jupyter gateway server failed to start. Please check the logs ({log_file}) for more information." + ) + + atexit.register(self.stop) + + def stop(self) -> None: + if self._subprocess.poll() is None: + if sys.platform == "win32": + self._subprocess.send_signal(signal.CTRL_C_EVENT) + else: + self._subprocess.send_signal(signal.SIGINT) + self._subprocess.wait() + + @property + def connection_info(self) -> JupyterConnectionInfo: + return JupyterConnectionInfo(host=self._ip, use_https=False, port=self.port, token=self._token) + + def __enter__(self) -> Self: + return self + + def __exit__( + self, exc_type: type[BaseException] | None, exc_val: BaseException | None, exc_tb: TracebackType | None + ) -> None: + self.stop() diff --git a/python/packages/autogen-ext/tests/code_executors/test_jupyter_code_executor.py b/python/packages/autogen-ext/tests/code_executors/test_jupyter_code_executor.py new file mode 100644 index 000000000000..938642ac1016 --- /dev/null +++ b/python/packages/autogen-ext/tests/code_executors/test_jupyter_code_executor.py @@ -0,0 +1,88 @@ +import asyncio +from pathlib import Path + +import pytest +import websockets +from autogen_core import CancellationToken +from autogen_core.code_executor import CodeBlock +from autogen_ext.code_executors.jupyter import JupyterCodeExecutor, JupyterCodeResult, LocalJupyterServer + + +@pytest.mark.asyncio +async def test_execute_code(tmp_path: Path) -> None: + with LocalJupyterServer() as server, JupyterCodeExecutor(server, output_dir=tmp_path) as executor: + # Test single code block. + code_blocks = [CodeBlock(code="import sys; print('hello world!')", language="python")] + code_result = await executor.execute_code_blocks(code_blocks, CancellationToken()) + assert code_result == JupyterCodeResult(exit_code=0, output="hello world!\n", output_files=[]) + + # Test multiple code blocks. + code_blocks = [ + CodeBlock(code="import sys; print('hello world!')", language="python"), + CodeBlock(code="a = 100 + 100; print(a)", language="python"), + ] + code_result = await executor.execute_code_blocks(code_blocks, CancellationToken()) + assert code_result == JupyterCodeResult(exit_code=0, output="hello world!\n\n200\n", output_files=[]) + + # Test running code. + file_lines = ["import sys", "print('hello world!')", "a = 100 + 100", "print(a)"] + code_blocks = [CodeBlock(code="\n".join(file_lines), language="python")] + code_result = await executor.execute_code_blocks(code_blocks, CancellationToken()) + assert code_result == JupyterCodeResult(exit_code=0, output="hello world!\n200\n", output_files=[]) + + +@pytest.mark.asyncio +async def test_execute_code_after_restart(tmp_path: Path) -> None: + with LocalJupyterServer() as server, JupyterCodeExecutor(server, output_dir=tmp_path) as executor: + await executor.restart() + + code_blocks = [CodeBlock(code="import sys; print('hello world!')", language="python")] + code_result = await executor.execute_code_blocks(code_blocks, CancellationToken()) + assert code_result == JupyterCodeResult(exit_code=0, output="hello world!\n", output_files=[]) + + +@pytest.mark.asyncio +async def test_execute_code_after_stop(tmp_path: Path) -> None: + with LocalJupyterServer() as server, JupyterCodeExecutor(server, output_dir=tmp_path) as executor: + await asyncio.sleep(1) + executor.stop() + + with pytest.raises(websockets.exceptions.InvalidStatus): + code_blocks = [CodeBlock(code="import sys; print('hello world!')", language="python")] + await executor.execute_code_blocks(code_blocks, CancellationToken()) + + +@pytest.mark.asyncio +async def test_execute_code_after_stop_and_start(tmp_path: Path) -> None: + with LocalJupyterServer() as server, JupyterCodeExecutor(server, output_dir=tmp_path) as executor: + executor.stop() + executor.start() + + code_blocks = [CodeBlock(code="import sys; print('hello world!')", language="python")] + code_result = await executor.execute_code_blocks(code_blocks, CancellationToken()) + assert code_result == JupyterCodeResult(exit_code=0, output="hello world!\n", output_files=[]) + + +@pytest.mark.asyncio +async def test_commandline_code_executor_timeout(tmp_path: Path) -> None: + with LocalJupyterServer() as server, JupyterCodeExecutor(server, output_dir=tmp_path, timeout=1) as executor: + code_blocks = [CodeBlock(code="import time; time.sleep(10); print('hello world!')", language="python")] + + with pytest.raises(asyncio.TimeoutError): + await executor.execute_code_blocks(code_blocks, CancellationToken()) + + +@pytest.mark.asyncio +async def test_commandline_code_executor_cancellation(tmp_path: Path) -> None: + with LocalJupyterServer() as server, JupyterCodeExecutor(server, output_dir=tmp_path) as executor: + executor = JupyterCodeExecutor(server=server, output_dir=tmp_path) + code_blocks = [CodeBlock(code="import time; time.sleep(10); print('hello world!')", language="python")] + + cancellation_token = CancellationToken() + code_result_coroutine = executor.execute_code_blocks(code_blocks, cancellation_token) + + await asyncio.sleep(1) + cancellation_token.cancel() + + with pytest.raises(asyncio.CancelledError): + await code_result_coroutine diff --git a/python/uv.lock b/python/uv.lock index a5fe187da540..6bd1754d14d0 100644 --- a/python/uv.lock +++ b/python/uv.lock @@ -2,6 +2,7 @@ version = 1 requires-python = ">=3.10, <3.13" resolution-markers = [ "python_full_version < '3.11' and sys_platform == 'darwin'", + "python_version < '0'", "python_full_version < '3.11' and platform_machine == 'aarch64' and sys_platform == 'linux'", "(python_full_version < '3.11' and platform_machine != 'aarch64' and sys_platform == 'linux') or (python_full_version < '3.11' and sys_platform != 'darwin' and sys_platform != 'linux')", "python_full_version == '3.11.*' and sys_platform == 'darwin'", @@ -11,7 +12,6 @@ resolution-markers = [ "python_full_version >= '3.12' and python_full_version < '3.12.4' and 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b/python/packages/autogen-ext/src/autogen_ext/code_executors/jupyter/_jupyter_client.py index 1349f7a2a7b1..0832c3cd4ec9 100644 --- a/python/packages/autogen-ext/src/autogen_ext/code_executors/jupyter/_jupyter_client.py +++ b/python/packages/autogen-ext/src/autogen_ext/code_executors/jupyter/_jupyter_client.py @@ -167,7 +167,7 @@ async def execute(self, code: str) -> ExecutionResult: match data_type: case "text/plain": text_output.append(data) - case data if data.startswith("image/") or data == "text/html": + case type if type.startswith("image/") or type == "text/html": data_output.append(self.ExecutionResult.DataItem(mime_type=data_type, data=data)) case _: text_output.append(json.dumps(data)) diff --git a/python/packages/autogen-ext/src/autogen_ext/code_executors/jupyter/_jupyter_code_executor.py b/python/packages/autogen-ext/src/autogen_ext/code_executors/jupyter/_jupyter_code_executor.py index 3f7aa34b9fd1..88a2b8d1ff0b 100644 --- a/python/packages/autogen-ext/src/autogen_ext/code_executors/jupyter/_jupyter_code_executor.py +++ b/python/packages/autogen-ext/src/autogen_ext/code_executors/jupyter/_jupyter_code_executor.py @@ -90,11 +90,12 @@ async def execute_code_blocks( match data.mime_type: case "image/png": path = self._save_image(data.data) - outputs.append(f"Image data saved to {path}") output_files.append(path) + case "image/jpeg": + # TODO: Should this also be encoded? Images are encoded as both png and jpg + pass case "text/html": path = self._save_html(data.data) - outputs.append(f"HTML data saved to {path}") output_files.append(path) case _: outputs.append(json.dumps(data.data)) diff --git a/python/packages/autogen-ext/tests/code_executors/test_jupyter_code_executor.py b/python/packages/autogen-ext/tests/code_executors/test_jupyter_code_executor.py index 938642ac1016..2fc53eeef9e5 100644 --- a/python/packages/autogen-ext/tests/code_executors/test_jupyter_code_executor.py +++ b/python/packages/autogen-ext/tests/code_executors/test_jupyter_code_executor.py @@ -1,4 +1,5 @@ import asyncio +import inspect from pathlib import Path import pytest @@ -75,7 +76,6 @@ async def test_commandline_code_executor_timeout(tmp_path: Path) -> None: @pytest.mark.asyncio async def test_commandline_code_executor_cancellation(tmp_path: Path) -> None: with LocalJupyterServer() as server, JupyterCodeExecutor(server, output_dir=tmp_path) as executor: - executor = JupyterCodeExecutor(server=server, output_dir=tmp_path) code_blocks = [CodeBlock(code="import time; time.sleep(10); print('hello world!')", language="python")] cancellation_token = CancellationToken() @@ -86,3 +86,54 @@ async def test_commandline_code_executor_cancellation(tmp_path: Path) -> None: with pytest.raises(asyncio.CancelledError): await code_result_coroutine + + +@pytest.mark.asyncio +async def test_execute_code_with_image_output(tmp_path: Path) -> None: + with LocalJupyterServer() as server, JupyterCodeExecutor(server, output_dir=tmp_path) as executor: + code_blocks = [ + CodeBlock( + code=inspect.cleandoc(""" + from PIL import Image, ImageDraw + img = Image.new("RGB", (100, 100), color="white") + draw = ImageDraw.Draw(img) + draw.rectangle((10, 10, 90, 90), outline="black", fill="blue") + display(img) + """), + language="python", + ) + ] + + code_result = await executor.execute_code_blocks(code_blocks, CancellationToken()) + + assert len(code_result.output_files) == 1 + assert code_result == JupyterCodeResult( + exit_code=0, + output="", + output_files=code_result.output_files, + ) + assert code_result.output_files[0].parent == tmp_path + + +@pytest.mark.asyncio +async def test_execute_code_with_html_output(tmp_path: Path) -> None: + with LocalJupyterServer() as server, JupyterCodeExecutor(server, output_dir=tmp_path) as executor: + code_blocks = [ + CodeBlock( + code=inspect.cleandoc(""" + from IPython.core.display import HTML + HTML("
Hello, HTML world!
") + """), + language="python", + ) + ] + + code_result = await executor.execute_code_blocks(code_blocks, CancellationToken()) + + assert len(code_result.output_files) == 1 + assert code_result == JupyterCodeResult( + exit_code=0, + output="", + output_files=code_result.output_files, + ) + assert code_result.output_files[0].parent == tmp_path From ae8aad1113348b36ee4c20b3a313f0713abde9e6 Mon Sep 17 00:00:00 2001 From: Leon De Andrade Date: Tue, 24 Dec 2024 12:48:05 +0100 Subject: [PATCH 3/5] Add missing ipython kernel dep --- python/packages/autogen-ext/pyproject.toml | 1 + python/uv.lock | 2 ++ 2 files changed, 3 insertions(+) diff --git a/python/packages/autogen-ext/pyproject.toml b/python/packages/autogen-ext/pyproject.toml index e811f8f0cab9..f0091758e6a8 100644 --- a/python/packages/autogen-ext/pyproject.toml +++ b/python/packages/autogen-ext/pyproject.toml @@ -52,6 +52,7 @@ grpc = [ "grpcio~=1.62.0", # TODO: update this once we have a stable version. ] jupyter-executor = [ + "ipykernel>=6.29.5", "jupyter-kernel-gateway>=3.0.1", ] diff --git a/python/uv.lock b/python/uv.lock index 6bd1754d14d0..ffd4423d8f24 100644 --- a/python/uv.lock +++ b/python/uv.lock @@ -520,6 +520,7 @@ grpc = [ { name = "grpcio" }, ] jupyter-executor = [ + { name = "ipykernel" }, { name = "jupyter-kernel-gateway" }, ] langchain = [ @@ -566,6 +567,7 @@ requires-dist = [ { name = "docker", marker = "extra == 'docker'", specifier = "~=7.0" }, { name = "ffmpeg-python", marker = "extra == 'video-surfer'" }, { name = "grpcio", marker = "extra == 'grpc'", specifier = "~=1.62.0" }, + { name = "ipykernel", marker = "extra == 'jupyter-executor'", specifier = ">=6.29.5" }, { name = "jupyter-kernel-gateway", marker = "extra == 'jupyter-executor'", specifier = ">=3.0.1" }, { name = "langchain-core", marker = "extra == 'langchain'", specifier = "~=0.3.3" }, { name = "markitdown", marker = "extra == 'file-surfer'", specifier = ">=0.0.1a2" }, From 72c8edae32dd003bb0c9b259fb26383cc127bdef Mon Sep 17 00:00:00 2001 From: Leon De Andrade Date: Wed, 25 Dec 2024 10:02:05 +0100 Subject: [PATCH 4/5] Make Error Handling consistent with jupyter notebook. --- .../code_executors/jupyter/_jupyter_client.py | 2 +- .../jupyter/_jupyter_code_executor.py | 57 +++++++++++-------- .../test_jupyter_code_executor.py | 53 ++++++++++++++--- 3 files changed, 81 insertions(+), 31 deletions(-) diff --git a/python/packages/autogen-ext/src/autogen_ext/code_executors/jupyter/_jupyter_client.py b/python/packages/autogen-ext/src/autogen_ext/code_executors/jupyter/_jupyter_client.py index 0832c3cd4ec9..b8ae4058c992 100644 --- a/python/packages/autogen-ext/src/autogen_ext/code_executors/jupyter/_jupyter_client.py +++ b/python/packages/autogen-ext/src/autogen_ext/code_executors/jupyter/_jupyter_client.py @@ -176,7 +176,7 @@ async def execute(self, code: str) -> ExecutionResult: case "error": return JupyterKernelClient.ExecutionResult( is_ok=False, - output=f"ERROR: {content['ename']}: {content['evalue']}\n{content['traceback']}", + output="\n".join(content["traceback"]), data_items=[], ) case _: diff --git a/python/packages/autogen-ext/src/autogen_ext/code_executors/jupyter/_jupyter_code_executor.py b/python/packages/autogen-ext/src/autogen_ext/code_executors/jupyter/_jupyter_code_executor.py index 88a2b8d1ff0b..6078f9da214c 100644 --- a/python/packages/autogen-ext/src/autogen_ext/code_executors/jupyter/_jupyter_code_executor.py +++ b/python/packages/autogen-ext/src/autogen_ext/code_executors/jupyter/_jupyter_code_executor.py @@ -1,6 +1,7 @@ import asyncio import base64 import json +import re import sys import uuid from dataclasses import dataclass @@ -71,6 +72,9 @@ async def execute_code_blocks( asyncio.TimeoutError: Code execution timeouts asyncio.CancelledError: CancellationToken evoked during execution """ + if self._kernel_id is None: + raise ValueError("Kernel not running") + async with await self._jupyter_client.get_kernel_client(self._kernel_id) as kernel_client: wait_for_ready_task = asyncio.create_task(kernel_client.wait_for_ready()) cancellation_token.link_future(wait_for_ready_task) @@ -78,38 +82,45 @@ async def execute_code_blocks( outputs: list[str] = [] output_files: list[Path] = [] + exit_code = 0 + for code_block in code_blocks: code = silence_pip(code_block.code, code_block.language) execute_task = asyncio.create_task(kernel_client.execute(code)) cancellation_token.link_future(execute_task) result = await asyncio.wait_for(execute_task, timeout=self._timeout) - if result.is_ok: - outputs.append(result.output) - for data in result.data_items: - match data.mime_type: - case "image/png": - path = self._save_image(data.data) - output_files.append(path) - case "image/jpeg": - # TODO: Should this also be encoded? Images are encoded as both png and jpg - pass - case "text/html": - path = self._save_html(data.data) - output_files.append(path) - case _: - outputs.append(json.dumps(data.data)) - else: - return JupyterCodeResult(exit_code=1, output=f"ERROR: {result.output}", output_files=[]) - - return JupyterCodeResult( - exit_code=0, output="\n".join([output for output in outputs]), output_files=output_files - ) + # Clean ansi escape sequences + result.output = re.sub(r"\x1b\[[0-9;]*[A-Za-z]", "", result.output) + outputs.append(result.output) + + if not result.is_ok: + exit_code = 1 + break + + for data in result.data_items: + match data.mime_type: + case "image/png": + path = self._save_image(data.data) + output_files.append(path) + case "image/jpeg": + # TODO: Should this also be encoded? Images are encoded as both png and jpg + pass + case "text/html": + path = self._save_html(data.data) + output_files.append(path) + case _: + outputs.append(json.dumps(data.data)) + + return JupyterCodeResult(exit_code=exit_code, output="\n".join(outputs), output_files=output_files) async def restart(self) -> None: """Restart the code executor.""" - self._jupyter_client.restart_kernel(self._kernel_id) - self._jupyter_kernel_client = self._jupyter_client.get_kernel_client(self._kernel_id) + if self._kernel_id is None: + self.start() + else: + self._jupyter_client.restart_kernel(self._kernel_id) + self._jupyter_kernel_client = self._jupyter_client.get_kernel_client(self._kernel_id) def start(self) -> None: """Start the kernel.""" diff --git a/python/packages/autogen-ext/tests/code_executors/test_jupyter_code_executor.py b/python/packages/autogen-ext/tests/code_executors/test_jupyter_code_executor.py index 2fc53eeef9e5..43430cb878e2 100644 --- a/python/packages/autogen-ext/tests/code_executors/test_jupyter_code_executor.py +++ b/python/packages/autogen-ext/tests/code_executors/test_jupyter_code_executor.py @@ -12,12 +12,33 @@ @pytest.mark.asyncio async def test_execute_code(tmp_path: Path) -> None: with LocalJupyterServer() as server, JupyterCodeExecutor(server, output_dir=tmp_path) as executor: - # Test single code block. code_blocks = [CodeBlock(code="import sys; print('hello world!')", language="python")] code_result = await executor.execute_code_blocks(code_blocks, CancellationToken()) assert code_result == JupyterCodeResult(exit_code=0, output="hello world!\n", output_files=[]) - # Test multiple code blocks. + +@pytest.mark.asyncio +async def test_execute_code_error(tmp_path: Path) -> None: + with LocalJupyterServer() as server, JupyterCodeExecutor(server, output_dir=tmp_path) as executor: + code_blocks = [CodeBlock(code="print(undefined_variable)", language="python")] + code_result = await executor.execute_code_blocks(code_blocks, CancellationToken()) + assert code_result == JupyterCodeResult( + exit_code=1, + output=inspect.cleandoc(""" + --------------------------------------------------------------------------- + NameError Traceback (most recent call last) + Cell In[1], line 1 + ----> 1 print(undefined_variable) + + NameError: name 'undefined_variable' is not defined + """), + output_files=[], + ) + + +@pytest.mark.asyncio +async def test_execute_multiple_code_blocks(tmp_path: Path) -> None: + with LocalJupyterServer() as server, JupyterCodeExecutor(server, output_dir=tmp_path) as executor: code_blocks = [ CodeBlock(code="import sys; print('hello world!')", language="python"), CodeBlock(code="a = 100 + 100; print(a)", language="python"), @@ -25,11 +46,29 @@ async def test_execute_code(tmp_path: Path) -> None: code_result = await executor.execute_code_blocks(code_blocks, CancellationToken()) assert code_result == JupyterCodeResult(exit_code=0, output="hello world!\n\n200\n", output_files=[]) - # Test running code. - file_lines = ["import sys", "print('hello world!')", "a = 100 + 100", "print(a)"] - code_blocks = [CodeBlock(code="\n".join(file_lines), language="python")] + +@pytest.mark.asyncio +async def test_execute_multiple_code_blocks_error(tmp_path: Path) -> None: + with LocalJupyterServer() as server, JupyterCodeExecutor(server, output_dir=tmp_path) as executor: + code_blocks = [ + CodeBlock(code="import sys; print('hello world!')", language="python"), + CodeBlock(code="a = 100 + 100; print(a); print(undefined_variable)", language="python"), + ] code_result = await executor.execute_code_blocks(code_blocks, CancellationToken()) - assert code_result == JupyterCodeResult(exit_code=0, output="hello world!\n200\n", output_files=[]) + assert code_result == JupyterCodeResult( + exit_code=1, + output=inspect.cleandoc(""" + hello world! + + --------------------------------------------------------------------------- + NameError Traceback (most recent call last) + Cell In[2], line 1 + ----> 1 a = 100 + 100; print(a); print(undefined_variable) + + NameError: name 'undefined_variable' is not defined + """), + output_files=[], + ) @pytest.mark.asyncio @@ -48,7 +87,7 @@ async def test_execute_code_after_stop(tmp_path: Path) -> None: await asyncio.sleep(1) executor.stop() - with pytest.raises(websockets.exceptions.InvalidStatus): + with pytest.raises(ValueError): code_blocks = [CodeBlock(code="import sys; print('hello world!')", language="python")] await executor.execute_code_blocks(code_blocks, CancellationToken()) From 661d6708f3dca0aed4a68f7f8bfd1831cf4212db Mon Sep 17 00:00:00 2001 From: Leon De Andrade Date: Sat, 28 Dec 2024 21:17:35 +0100 Subject: [PATCH 5/5] Use more sensible default for websocket connection --- .../code_executors/jupyter/_jupyter_client.py | 50 +++++++++++++++---- .../test_jupyter_code_executor.py | 1 - 2 files changed, 39 insertions(+), 12 deletions(-) diff --git a/python/packages/autogen-ext/src/autogen_ext/code_executors/jupyter/_jupyter_client.py b/python/packages/autogen-ext/src/autogen_ext/code_executors/jupyter/_jupyter_client.py index b8ae4058c992..874010c9a2c5 100644 --- a/python/packages/autogen-ext/src/autogen_ext/code_executors/jupyter/_jupyter_client.py +++ b/python/packages/autogen-ext/src/autogen_ext/code_executors/jupyter/_jupyter_client.py @@ -52,11 +52,15 @@ def _get_ws_base_url(self) -> str: return f"ws://{self._connection_info.host}{port}" def list_kernel_specs(self) -> dict[str, dict[str, str]]: - response = self._session.get(f"{self._get_api_base_url()}/api/kernelspecs", headers=self._get_headers()) + response = self._session.get( + f"{self._get_api_base_url()}/api/kernelspecs", headers=self._get_headers() + ) return cast(dict[str, dict[str, str]], response.json()) def list_kernels(self) -> list[dict[str, str]]: - response = self._session.get(f"{self._get_api_base_url()}/api/kernels", headers=self._get_headers()) + response = self._session.get( + f"{self._get_api_base_url()}/api/kernels", headers=self._get_headers() + ) return cast(list[dict[str, str]], response.json()) def start_kernel(self, kernel_spec_name: str) -> str: @@ -78,13 +82,15 @@ def start_kernel(self, kernel_spec_name: str) -> str: def delete_kernel(self, kernel_id: str) -> None: response = self._session.delete( - f"{self._get_api_base_url()}/api/kernels/{kernel_id}", headers=self._get_headers() + f"{self._get_api_base_url()}/api/kernels/{kernel_id}", + headers=self._get_headers(), ) response.raise_for_status() def restart_kernel(self, kernel_id: str) -> None: response = self._session.post( - f"{self._get_api_base_url()}/api/kernels/{kernel_id}/restart", headers=self._get_headers() + f"{self._get_api_base_url()}/api/kernels/{kernel_id}/restart", + headers=self._get_headers(), ) response.raise_for_status() @@ -92,7 +98,14 @@ async def get_kernel_client(self, kernel_id: str) -> JupyterKernelClient: ws_url = f"{self._get_ws_base_url()}/api/kernels/{kernel_id}/channels" headers = self._get_headers() headers["Cookie"] = self._get_cookies() - websocket = await connect(ws_url, additional_headers=headers) + websocket = await connect( + ws_url, + additional_headers=headers, + max_size=2**24, + open_timeout=120, + ping_timeout=30, + close_timeout=30, + ) return JupyterKernelClient(websocket) @@ -114,7 +127,9 @@ def __init__(self, websocket: ClientConnection): self._session_id: str = uuid.uuid4().hex self._websocket = websocket - async def _send_message(self, *, content: dict[str, Any], channel: str, message_type: str) -> str: + async def _send_message( + self, *, content: dict[str, Any], channel: str, message_type: str + ) -> str: timestamp = datetime.datetime.now().isoformat() message_id = uuid.uuid4().hex message = { @@ -136,7 +151,9 @@ async def _send_message(self, *, content: dict[str, Any], channel: str, message_ return message_id async def wait_for_ready(self) -> None: - message_id = await self._send_message(content={}, channel="shell", message_type="kernel_info_request") + message_id = await self._send_message( + content={}, channel="shell", message_type="kernel_info_request" + ) async for message in self._receive_message(message_id): if message["msg_type"] == "kernel_info_reply": @@ -167,8 +184,14 @@ async def execute(self, code: str) -> ExecutionResult: match data_type: case "text/plain": text_output.append(data) - case type if type.startswith("image/") or type == "text/html": - data_output.append(self.ExecutionResult.DataItem(mime_type=data_type, data=data)) + case type if type.startswith( + "image/" + ) or type == "text/html": + data_output.append( + self.ExecutionResult.DataItem( + mime_type=data_type, data=data + ) + ) case _: text_output.append(json.dumps(data)) case "stream": @@ -186,14 +209,19 @@ async def execute(self, code: str) -> ExecutionResult: break return JupyterKernelClient.ExecutionResult( - is_ok=True, output="\n".join([output for output in text_output]), data_items=data_output + is_ok=True, + output="\n".join([output for output in text_output]), + data_items=data_output, ) async def __aenter__(self) -> Self: return self async def __aexit__( - self, exc_type: type[BaseException] | None, exc_val: BaseException | None, exc_tb: TracebackType | None + self, + exc_type: type[BaseException] | None, + exc_val: BaseException | None, + exc_tb: TracebackType | None, ) -> None: await self._websocket.close() diff --git a/python/packages/autogen-ext/tests/code_executors/test_jupyter_code_executor.py b/python/packages/autogen-ext/tests/code_executors/test_jupyter_code_executor.py index 43430cb878e2..578e8a3bebb3 100644 --- a/python/packages/autogen-ext/tests/code_executors/test_jupyter_code_executor.py +++ b/python/packages/autogen-ext/tests/code_executors/test_jupyter_code_executor.py @@ -3,7 +3,6 @@ from pathlib import Path import pytest -import websockets from autogen_core import CancellationToken from autogen_core.code_executor import CodeBlock from autogen_ext.code_executors.jupyter import JupyterCodeExecutor, JupyterCodeResult, LocalJupyterServer