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OS-Worldb968155
# Copyright (c) 2023 - 2025, AG2ai, Inc., AG2ai open-source projects maintainers and core contributors
#
# SPDX-License-Identifier: Apache-2.0
#
# Portions derived from https://github.com/microsoft/autogen are under the MIT License.
# SPDX-License-Identifier: MIT
from __future__ import annotations
from collections.abc import Mapping
from typing import Any, Literal, Optional, Protocol, TypedDict, Union, runtime_checkable
from pydantic import BaseModel, Field
from ..doc_utils import export_module
from ..types import UserMessageImageContentPart, UserMessageTextContentPart
__all__ = ("CodeBlock", "CodeExecutionConfig", "CodeExecutor", "CodeExtractor", "CodeResult")
@export_module("autogen.coding")
class CodeBlock(BaseModel):
"""(Experimental) A class that represents a code block."""
code: str = Field(description="The code to execute.")
language: str = Field(description="The language of the code.")
@export_module("autogen.coding")
class CodeResult(BaseModel):
"""(Experimental) A class that represents the result of a code execution."""
exit_code: int = Field(description="The exit code of the code execution.")
output: str = Field(description="The output of the code execution.")
@export_module("autogen.coding")
class CodeExtractor(Protocol):
"""(Experimental) A code extractor class that extracts code blocks from a message."""
def extract_code_blocks(
self, message: Optional[Union[str, list[Union[UserMessageTextContentPart, UserMessageImageContentPart]]]]
) -> list[CodeBlock]:
"""(Experimental) Extract code blocks from a message.
Args:
message (str): The message to extract code blocks from.
Returns:
List[CodeBlock]: The extracted code blocks.
"""
... # pragma: no cover
@runtime_checkable
@export_module("autogen.coding")
class CodeExecutor(Protocol):
"""(Experimental) A code executor class that executes code blocks and returns the result."""
@property
def code_extractor(self) -> CodeExtractor:
"""(Experimental) The code extractor used by this code executor."""
... # pragma: no cover
def execute_code_blocks(self, code_blocks: list[CodeBlock]) -> CodeResult:
"""(Experimental) Execute code blocks and return the result.
This method should be implemented by the code executor.
Args:
code_blocks (List[CodeBlock]): The code blocks to execute.
Returns:
CodeResult: The result of the code execution.
"""
... # pragma: no cover
def restart(self) -> None:
"""(Experimental) Restart the code executor.
This method should be implemented by the code executor.
This method is called when the agent is reset.
"""
... # pragma: no cover
class IPythonCodeResult(CodeResult):
"""(Experimental) A code result class for IPython code executor."""
output_files: list[str] = Field(
default_factory=list,
description="The list of files that the executed code blocks generated.",
)
CodeExecutionConfig = TypedDict(
"CodeExecutionConfig",
{
"executor": Union[Literal["ipython-embedded", "commandline-local"], CodeExecutor],
"last_n_messages": Union[int, Literal["auto"]],
"timeout": int,
"use_docker": Union[bool, str, list[str]],
"work_dir": str,
"ipython-embedded": Mapping[str, Any],
"commandline-local": Mapping[str, Any],
},
total=False,
)
class CommandLineCodeResult(CodeResult):
"""(Experimental) A code result class for command line code executor."""
code_file: Optional[str] = Field(
default=None,
description="The file that the executed code block was saved to.",
)