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Add the SWEAgent's abilities to the engineer.
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parent
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commit
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4 changed files with 318 additions and 23 deletions
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@ -1,12 +1,17 @@
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from __future__ import annotations
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import json
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from pydantic import Field
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from metagpt.actions.write_code_review import ValidateAndRewriteCode
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from metagpt.prompts.di.engineer2 import ENGINEER2_INSTRUCTION
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from metagpt.logs import logger
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from metagpt.prompts.di.engineer2 import CURRENT_BASH_STATE, ENGINEER2_INSTRUCTION
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from metagpt.roles.di.role_zero import RoleZero
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from metagpt.schema import Message
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from metagpt.strategy.experience_retriever import ENGINEER_EXAMPLE
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from metagpt.tools.libs.terminal import Terminal
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from metagpt.tools.libs.git import git_create_pull
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from metagpt.tools.libs.terminal import Bash
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class Engineer2(RoleZero):
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@ -15,21 +20,71 @@ class Engineer2(RoleZero):
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goal: str = "Take on game, app, and web development."
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instruction: str = ENGINEER2_INSTRUCTION
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terminal: Terminal = Field(default_factory=Terminal, exclude=True)
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# terminal: Terminal = Field(default_factory=Terminal, exclude=True)
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terminal: Bash = Field(default_factory=Bash, exclude=True)
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tools: list[str] = ["Plan", "Editor:write,read", "RoleZero", "Terminal:run_command", "ValidateAndRewriteCode"]
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tools: list[str] = [
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"Plan",
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"Editor:write,read",
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"RoleZero",
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"ValidateAndRewriteCode",
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"Bash",
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"Browser:goto,scroll",
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"git_create_pull",
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]
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# Swe Agent ability
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run_eval: bool = False
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output_diff: str = ""
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max_react_loop: int = 40
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async def _think(self) -> bool:
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await self._format_instruction()
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res = await super()._think()
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return res
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async def _format_instruction(self):
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"""
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Formats the instruction message for the SWE agent.
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Runs the "state" command in the terminal, parses its output as JSON,
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and uses it to format the `_instruction` template.
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"""
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state_output = await self.terminal.run("state")
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bash_state = json.loads(state_output)
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self.cmd_prompt_current_state = CURRENT_BASH_STATE.format(**bash_state).strip()
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def _update_tool_execution(self):
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validate = ValidateAndRewriteCode()
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self.tool_execution_map.update(
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{
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"Terminal.run_command": self.terminal.run_command,
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"ValidateAndRewriteCode.run": validate.run,
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"ValidateAndRewriteCode": validate.run,
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"Bash.run": self.eval_terminal_run if self.run_eval else self.terminal.run,
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"RoleZero.ask_human": self.ask_human,
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"RoleZero.reply_to_human": self.reply_to_human,
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"git_create_pull": git_create_pull,
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}
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)
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async def eval_terminal_run(self, cmd):
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"""change command pull/push/commit to end."""
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if any([cmd_key_word in cmd for cmd_key_word in ["pull", "push", "commit"]]):
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# The SWEAgent attempts to submit the repository after fixing the bug, thereby reaching the end of the fixing process.
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# Set self.rc.todo to None to stop the engineer and then will trigger _save_git_diff funcion to save difference.
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logger.info("SWEAgent use cmd:{cmd}")
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logger.info("Current test case is finished.")
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# stop the sweagent
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self._set_state(-1)
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command_output = "Current test case is finished."
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else:
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command_output = await self.terminal.run(cmd)
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return command_output
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async def _act(self) -> Message:
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message = await super()._act()
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if self.run_eval:
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await self._save_git_diff()
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return message
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def _retrieve_experience(self) -> str:
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return ENGINEER_EXAMPLE
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@ -42,3 +97,27 @@ class Engineer2(RoleZero):
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command_output += "All tasks are finished.\n"
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command_output += await super()._run_special_command(cmd)
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return command_output
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async def _save_git_diff(self):
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"""
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Handles actions based on parsed commands.
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Parses commands, checks for a "submit" action, and generates a patch using `git diff`.
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Stores the cleaned patch in `output_diff`. Logs any exceptions.
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This function is specifically added for SWE bench evaluation.
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"""
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# If todo switches to None, it indicates that this is the final round of reactions, and the Swe-Agent will stop. Use git diff to store any changes made.
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if not self.rc.todo:
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print("finish current task *******************************************************")
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from metagpt.tools.swe_agent_commands.swe_agent_utils import extract_patch
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try:
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logger.info(await self.terminal.run("submit"))
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diff_output = await self.terminal.run("git diff --cached")
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clear_diff = extract_patch(diff_output)
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logger.info(f"Diff output: \n{clear_diff}")
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if clear_diff:
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self.output_diff = clear_diff
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except Exception as e:
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logger.error(f"Error during submission: {e}")
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@ -38,11 +38,25 @@ class SWEAgent(RoleZero):
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def _update_tool_execution(self):
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self.tool_execution_map.update(
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{
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"Bash.run": self.terminal.run,
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"Bash.run": self.eval_terminal_run if self.run_eval else self.terminal.run,
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"git_create_pull": git_create_pull,
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}
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)
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async def eval_terminal_run(self, cmd):
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"""change command pull/push/commit to end."""
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if any([cmd_key_word in cmd for cmd_key_word in ["pull", "push", "commit"]]):
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# Observe that SWEAgent tries to submit the repo after fixing the bug.
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# Set self.rc.todo to None and use git -diff to record the change.
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logger.info("SWEAgent use cmd:{cmd}")
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logger.info("finish current task")
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# stop the sweagent
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self._set_state(-1)
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command_output = "Current test case is finished."
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else:
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command_output = await self.terminal.run(cmd)
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return command_output
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async def _format_instruction(self):
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"""
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Formats the instruction message for the SWE agent.
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@ -57,7 +71,7 @@ class SWEAgent(RoleZero):
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async def _act(self) -> Message:
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message = await super()._act()
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if self.run_eval:
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self._parse_commands_for_eval()
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await self._parse_commands_for_eval()
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return message
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async def _parse_commands_for_eval(self):
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