Source code for camel.toolkits.code_execution

# ========= Copyright 2023-2024 @ CAMEL-AI.org. All Rights Reserved. =========
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
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#
#     http://www.apache.org/licenses/LICENSE-2.0
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# Unless required by applicable law or agreed to in writing, software
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# ========= Copyright 2023-2024 @ CAMEL-AI.org. All Rights Reserved. =========
from typing import List, Literal, Optional, Union

from camel.interpreters import (
    DockerInterpreter,
    E2BInterpreter,
    InternalPythonInterpreter,
    JupyterKernelInterpreter,
    SubprocessInterpreter,
)
from camel.toolkits import FunctionTool
from camel.toolkits.base import BaseToolkit


[docs] class CodeExecutionToolkit(BaseToolkit): r"""A tookit for code execution. Args: sandbox (str): The environment type used to execute code. verbose (bool): Whether to print the output of the code execution. (default: :obj:`False`) unsafe_mode (bool): If `True`, the interpreter runs the code by `eval()` without any security check. (default: :obj:`False`) import_white_list ( Optional[List[str]]): A list of allowed imports. (default: :obj:`None`) require_confirm (bool): Whether to require confirmation before executing code. (default: :obj:`False`) """ def __init__( self, sandbox: Literal[ "internal_python", "jupyter", "docker", "subprocess", "e2b" ] = "internal_python", verbose: bool = False, unsafe_mode: bool = False, import_white_list: Optional[List[str]] = None, require_confirm: bool = False, ) -> None: self.verbose = verbose self.unsafe_mode = unsafe_mode self.import_white_list = import_white_list or list() # Type annotation for interpreter to allow all possible types self.interpreter: Union[ InternalPythonInterpreter, JupyterKernelInterpreter, DockerInterpreter, SubprocessInterpreter, E2BInterpreter, ] if sandbox == "internal_python": self.interpreter = InternalPythonInterpreter( unsafe_mode=self.unsafe_mode, import_white_list=self.import_white_list, ) elif sandbox == "jupyter": self.interpreter = JupyterKernelInterpreter( require_confirm=require_confirm, print_stdout=self.verbose, print_stderr=self.verbose, ) elif sandbox == "docker": self.interpreter = DockerInterpreter( require_confirm=require_confirm, print_stdout=self.verbose, print_stderr=self.verbose, ) elif sandbox == "subprocess": self.interpreter = SubprocessInterpreter( require_confirm=require_confirm, print_stdout=self.verbose, print_stderr=self.verbose, ) elif sandbox == "e2b": self.interpreter = E2BInterpreter(require_confirm=require_confirm) else: raise RuntimeError( f"The sandbox type `{sandbox}` is not supported." )
[docs] def execute_code(self, code: str) -> str: r"""Execute a given code snippet. Args: code (str): The input code to the Code Interpreter tool call. Returns: str: The text output from the Code Interpreter tool call. """ output = self.interpreter.run(code, "python") # ruff: noqa: E501 content = f"Executed the code below:\n```py\n{code}\n```\n> Executed Results:\n{output}" if self.verbose: print(content) return content
[docs] def get_tools(self) -> List[FunctionTool]: r"""Returns a list of FunctionTool objects representing the functions in the toolkit. Returns: List[FunctionTool]: A list of FunctionTool objects representing the functions in the toolkit. """ return [FunctionTool(self.execute_code)]