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import shlex |
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import subprocess |
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import tempfile |
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from pathlib import Path |
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from typing import Any, ClassVar, Dict, List |
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from colorama import Fore |
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from camel.interpreters.base import BaseInterpreter |
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from camel.interpreters.interpreter_error import InterpreterError |
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from camel.logger import get_logger |
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import os |
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logger = get_logger(__name__) |
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class SubprocessInterpreter(BaseInterpreter): |
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r"""SubprocessInterpreter is a class for executing code files or code |
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strings in a subprocess. |
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This class handles the execution of code in different scripting languages |
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(currently Python, Bash, and Node.js) within a subprocess, capturing their |
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stdout and stderr streams, and allowing user checking before executing code |
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strings. |
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Args: |
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require_confirm (bool, optional): If True, prompt user before running |
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code strings for security. (default: :obj:`True`) |
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print_stdout (bool, optional): If True, print the standard output of |
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the executed code. (default: :obj:`False`) |
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print_stderr (bool, optional): If True, print the standard error of the |
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executed code. (default: :obj:`True`) |
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""" |
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_CODE_EXECUTE_CMD_MAPPING: ClassVar[Dict[str, str]] = { |
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"python": "python {file_name}", |
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"bash": "bash {file_name}", |
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"node": "node {file_name}", |
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} |
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_CODE_EXTENSION_MAPPING: ClassVar[Dict[str, str]] = { |
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"python": "py", |
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"bash": "sh", |
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"node": "js", |
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} |
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_CODE_TYPE_MAPPING: ClassVar[Dict[str, str]] = { |
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"python": "python", |
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"py3": "python", |
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"python3": "python", |
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"py": "python", |
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"shell": "bash", |
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"bash": "bash", |
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"sh": "bash", |
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"node": "node", |
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"javascript": "node", |
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"js": "node", |
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} |
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def __init__( |
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self, |
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require_confirm: bool = True, |
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print_stdout: bool = False, |
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print_stderr: bool = True, |
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) -> None: |
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self.require_confirm = require_confirm |
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self.print_stdout = print_stdout |
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self.print_stderr = print_stderr |
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def run_file( |
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self, |
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file: Path, |
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code_type: str, |
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) -> str: |
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r"""Executes a code file in a subprocess and captures its output. |
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Args: |
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file (Path): The path object of the file to run. |
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code_type (str): The type of code to execute (e.g., 'python', |
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'bash', 'node'). |
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Returns: |
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str: A string containing the captured stdout and stderr of the |
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executed code. |
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Raises: |
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RuntimeError: If the provided file path does not point to a file. |
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InterpreterError: If the code type provided is not supported. |
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""" |
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if not file.is_file(): |
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raise RuntimeError(f"{file} is not a file.") |
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code_type = self._check_code_type(code_type) |
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cmd = shlex.split( |
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self._CODE_EXECUTE_CMD_MAPPING[code_type].format(file_name=str(file)) |
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) |
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proc = subprocess.Popen( |
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cmd, stdout=subprocess.PIPE, stderr=subprocess.PIPE, text=True |
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) |
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stdout, stderr = proc.communicate() |
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if self.print_stdout and stdout: |
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print("======stdout======") |
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print(Fore.GREEN + stdout + Fore.RESET) |
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print("==================") |
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if self.print_stderr and stderr: |
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print("======stderr======") |
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print(Fore.RED + stderr + Fore.RESET) |
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print("==================") |
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exec_result = f"{stdout}" |
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exec_result += f"(stderr: {stderr})" if stderr else "" |
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return exec_result |
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def run( |
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self, |
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code: str, |
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code_type: str, |
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) -> str: |
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r"""Generates a temporary file with the given code, executes it, and |
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deletes the file afterward. |
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Args: |
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code (str): The code string to execute. |
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code_type (str): The type of code to execute (e.g., 'python', |
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'bash', 'node'). |
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Returns: |
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str: A string containing the captured stdout and stderr of the |
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executed code. |
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Raises: |
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InterpreterError: If the user declines to run the code or if the |
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code type is unsupported. |
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""" |
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code_type = self._check_code_type(code_type) |
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if self.require_confirm: |
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logger.info( |
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f"The following {code_type} code will run on your " "computer: {code}" |
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) |
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while True: |
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choice = input("Running code? [Y/n]:").lower() |
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if choice in ["y", "yes", "ye", ""]: |
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break |
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elif choice in ["no", "n"]: |
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raise InterpreterError( |
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"Execution halted: User opted not to run the code. " |
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"This choice stops the current operation and any " |
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"further code execution." |
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) |
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temp_file_path = self._create_temp_file( |
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code=code, extension=self._CODE_EXTENSION_MAPPING[code_type] |
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) |
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result = self.run_file(temp_file_path, code_type) |
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temp_file_path.unlink() |
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return result |
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def _create_temp_file(self, code: str, extension: str) -> Path: |
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with tempfile.NamedTemporaryFile( |
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mode="w", delete=False, suffix=f".{extension}" |
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) as f: |
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f.write(code) |
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name = f.name |
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return Path(name) |
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def _check_code_type(self, code_type: str) -> str: |
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if code_type not in self._CODE_TYPE_MAPPING: |
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raise InterpreterError( |
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f"Unsupported code type {code_type}. Currently " |
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f"`{self.__class__.__name__}` only supports " |
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f"{', '.join(self._CODE_EXTENSION_MAPPING.keys())}." |
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) |
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return self._CODE_TYPE_MAPPING[code_type] |
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def supported_code_types(self) -> List[str]: |
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r"""Provides supported code types by the interpreter.""" |
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return list(self._CODE_EXTENSION_MAPPING.keys()) |
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def update_action_space(self, action_space: Dict[str, Any]) -> None: |
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r"""Updates action space for *python* interpreter""" |
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raise RuntimeError("SubprocessInterpreter doesn't support " "`action_space`.") |