2023-09-21 23:18:52 -07:00
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# this env is designed for workflow owner filesystem, support file/directory operations
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2023-10-18 11:19:11 -07:00
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import json
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2023-09-21 23:18:52 -07:00
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import subprocess
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import logging
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2023-09-21 23:18:52 -07:00
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import tempfile
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import threading
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import traceback
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import time
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import ast
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import sys
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import os
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import re
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2023-10-18 11:19:11 -07:00
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import asyncio
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import aiofiles
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from typing import Any,List
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import os
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import chardet
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2023-09-21 23:18:52 -07:00
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2023-11-08 22:13:18 -08:00
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from .agent_base import AgentMsg,AgentTodo,AgentPrompt,AgentTodoResult
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2023-09-21 23:18:52 -07:00
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from .environment import Environment,EnvironmentEvent
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from .ai_function import AIFunction,SimpleAIFunction
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from .storage import AIStorage,ResourceLocation
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2023-11-01 19:29:55 -07:00
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logger = logging.getLogger(__name__)
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class WorkspaceEnvironment(Environment):
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def __init__(self, env_id: str) -> None:
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super().__init__(env_id)
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myai_path = AIStorage.get_instance().get_myai_dir()
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self.root_path = f"{myai_path}/workspace/{env_id}"
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if not os.path.exists(self.root_path):
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os.makedirs(self.root_path+"/todos")
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self.known_todo = {}
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def set_root_path(self,path:str):
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self.root_path = path
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2023-11-03 01:16:32 -07:00
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def get_prompt(self) -> AgentMsg:
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return None
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def get_role_prompt(self,role_id:str) -> AgentPrompt:
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return None
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def get_knowledge_base(self) -> str:
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pass
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def get_do_prompt(self,todo:AgentTodo=None)->AgentPrompt:
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return None
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# result mean: list[op_error_str],have_error
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async def exec_op_list(self,oplist:List,agent_id:str)->tuple[List[str],bool]:
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result_str = "op list is none"
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if oplist is None:
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return None,False
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result_str = []
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have_error = False
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for op in oplist:
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if op["op"] == "create":
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await self.create(op["path"],op["content"])
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elif op["op"] == "write_file":
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is_append = op.get("is_append")
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if is_append is None:
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is_append = False
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error_str = await self.write(op["path"],op["content"],is_append)
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elif op["op"] == "delete":
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error_str = await self.delete(op["path"])
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elif op["op"] == "rename":
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error_str = await self.rename(op["path"],op["new_name"])
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elif op["op"] == "mkdir":
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error_str = await self.mkdir(op["path"])
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elif op["op"] == "create_todo":
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todoObj = AgentTodo.from_dict(op["todo"])
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todoObj.worker = agent_id
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todoObj.createor = agent_id
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parent_id = op.get("parent")
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error_str = await self.create_todo(parent_id,todoObj)
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elif op["op"] == "update_todo":
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todo_id = op["id"]
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new_stat = op["state"]
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error_str = await self.update_todo(todo_id,new_stat)
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else:
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logger.error(f"execute op list failed: unknown op:{op['op']}")
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error_str = f"execute op list failed: unknown op:{op['op']}"
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if error_str:
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have_error = True
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result_str.append(error_str)
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else:
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result_str.append(f"execute success!")
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return result_str,have_error
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async def list(self,path:str,only_dir:bool=False) -> str:
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directory_path = self.root_path + path
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items = []
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with await aiofiles.os.scandir(directory_path) as entries:
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async for entry in entries:
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is_dir = entry.is_dir()
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if only_dir and not is_dir:
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continue
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item_type = "directory" if is_dir else "file"
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items.append({"name": entry.name, "type": item_type})
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return json.dumps(items)
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async def read(self,path:str) -> str:
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file_path = self.root_path + path
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cur_encode = "utf-8"
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async with aiofiles.open(file_path,'rb') as f:
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cur_encode = chardet.detect(await f.read())['encoding']
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async with aiofiles.open(file_path, mode='r', encoding=cur_encode) as f:
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content = await f.read(2048)
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return content
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# use diff to update large file content
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async def write_diff(self,path:str,diff):
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pass
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async def write(self,path:str,content:str,is_append:bool=False) -> str:
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file_path = self.root_path + path
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try:
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if is_append:
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async with aiofiles.open(file_path, mode='a', encoding="utf-8") as f:
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await f.write(content)
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else:
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async with aiofiles.open(file_path, mode='w', encoding="utf-8") as f:
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await f.write(content)
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except Exception as e:
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return str(e)
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return None
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async def create(self,path:str,content:str=None) -> bool:
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if content is None:
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# create dir
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dir_path = self.root_path + path
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os.makedirs(dir_path)
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return True
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else:
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file_path = self.root_path + path
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async with aiofiles.open(file_path, mode='w', encoding="utf-8") as f:
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await f.write(content)
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return True
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async def delete(self,path:str) -> str:
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try:
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file_path = self.root_path + path
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os.remove(file_path)
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except Exception as e:
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return str(e)
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return None
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async def mkdir(self,path:str) -> bool:
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dir_path = self.root_path + path
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os.makedirs(dir_path)
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return True
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async def rename(self,path:str,new_name:str) -> str:
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try:
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file_path = self.root_path + path
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new_path = self.root_path + new_name
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os.rename(file_path,new_path)
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except Exception as e:
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return str(e)
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return None
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async def get_todo_tree(self,path:str = None,deep:int = 4):
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if path:
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directory_path = self.root_path + "/todos/" + path
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else:
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directory_path = self.root_path + "/todos"
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str_result:str = "/todos\n"
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todo_count:int = 0
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async def scan_dir(directory_path:str,deep:int):
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nonlocal str_result
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nonlocal todo_count
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if deep <= 0:
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return
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if os.path.exists(directory_path) is False:
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return
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for entry in os.scandir(directory_path):
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is_dir = entry.is_dir()
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if not is_dir:
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continue
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if entry.name.startswith("."):
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continue
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todo_count = todo_count + 1
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str_result = str_result + f"{' '*(4-deep)}{entry.name}\n"
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await scan_dir(entry.path,deep-1)
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await scan_dir(directory_path,deep)
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return str_result,todo_count
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async def get_todo_list(self,agent_id:str,path:str = None)->List[AgentTodo]:
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logger.info("get_todo_list:%s,%s",agent_id,path)
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if path:
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directory_path = self.root_path + "/todos/" + path
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else:
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directory_path = self.root_path + "/todos"
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result_list:List[AgentTodo] = []
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async def scan_dir(directory_path:str,deep:int,parent:AgentTodo=None):
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nonlocal result_list
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if os.path.exists(directory_path) is False:
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return
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for entry in os.scandir(directory_path):
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is_dir = entry.is_dir()
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if not is_dir:
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continue
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if entry.name.startswith("."):
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continue
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todo = await self.get_todo_by_fullpath(entry.path)
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if todo:
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if todo.worker:
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if todo.worker != agent_id:
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continue
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if parent:
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parent.sub_todos[todo.todo_id] = todo
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result_list.append(todo)
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todo.rank = int(todo.create_time)>>deep
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await scan_dir(entry.path,deep + 1,todo)
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return
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await scan_dir(directory_path,0)
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#sort by rank
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result_list.sort(key=lambda x:(x.rank,x.title))
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logger.info("get_todo_list return,todolist.length() is %d",len(result_list))
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return result_list
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async def get_todo_by_fullpath(self,path:str) -> AgentTodo:
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logger.info("get_todo_by_fullpath:%s",path)
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detail_path = path + "/detail"
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try:
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async with aiofiles.open(detail_path, mode='r', encoding="utf-8") as f:
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content = await f.read(4096)
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logger.debug("get_todo_by_fullpath:%s,content:%s",path,content)
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todo_dict = json.loads(content)
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result_todo = AgentTodo.from_dict(todo_dict)
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if result_todo:
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relative_path = os.path.relpath(path, self.root_path + "/todos/")
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if not relative_path.startswith('/'):
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relative_path = '/' + relative_path
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result_todo.todo_path = relative_path
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self.known_todo[result_todo.todo_id] = result_todo
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else:
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logger.error("get_todo_by_path:%s,parse failed!",path)
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return result_todo
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except Exception as e:
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logger.error("get_todo_by_path:%s,failed:%s",path,e)
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return None
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async def get_todo(self,id:str) -> AgentTodo:
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return self.known_todo.get(id)
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2023-11-01 19:29:55 -07:00
|
|
|
|
2023-11-08 22:13:18 -08:00
|
|
|
async def create_todo(self,parent_id:str,todo:AgentTodo) -> str:
|
|
|
|
|
try:
|
|
|
|
|
if parent_id:
|
|
|
|
|
if parent_id not in self.known_todo:
|
|
|
|
|
logger.error("create_todo failed: parent_id not found!")
|
|
|
|
|
return False
|
|
|
|
|
|
|
|
|
|
parent_path = self.known_todo.get(parent_id).todo_path
|
|
|
|
|
todo_path = f"{parent_path}/{todo.title}"
|
|
|
|
|
else:
|
|
|
|
|
todo_path = todo.title
|
2023-11-03 22:31:23 -07:00
|
|
|
|
2023-11-08 22:13:18 -08:00
|
|
|
dir_path = f"{self.root_path}/todos/{todo_path}"
|
|
|
|
|
|
|
|
|
|
os.makedirs(dir_path)
|
|
|
|
|
detail_path = f"{dir_path}/detail"
|
|
|
|
|
if todo.todo_path is None:
|
|
|
|
|
todo.todo_path = todo_path
|
|
|
|
|
logger.info("create_todo %s",detail_path)
|
2023-11-03 22:31:23 -07:00
|
|
|
async with aiofiles.open(detail_path, mode='w', encoding="utf-8") as f:
|
2023-11-08 22:13:18 -08:00
|
|
|
await f.write(json.dumps(todo.to_dict()))
|
|
|
|
|
self.known_todo[todo.todo_id] = todo
|
|
|
|
|
except Exception as e:
|
|
|
|
|
logger.error("create_todo failed:%s",e)
|
|
|
|
|
return str(e)
|
2023-11-03 22:31:23 -07:00
|
|
|
|
2023-11-08 22:13:18 -08:00
|
|
|
return None
|
|
|
|
|
|
|
|
|
|
async def update_todo(self,todo_id:str,new_stat:str)->str:
|
|
|
|
|
try:
|
|
|
|
|
todo : AgentTodo = self.known_todo.get(todo_id)
|
|
|
|
|
if todo:
|
|
|
|
|
todo.state = new_stat
|
|
|
|
|
detail_path = f"{self.root_path}/todos/{todo.todo_path}/detail"
|
|
|
|
|
async with aiofiles.open(detail_path, mode='w', encoding="utf-8") as f:
|
|
|
|
|
await f.write(json.dumps(todo.to_dict()))
|
|
|
|
|
return None
|
|
|
|
|
else:
|
|
|
|
|
return "todo not found."
|
|
|
|
|
except Exception as e:
|
|
|
|
|
return str(e)
|
2023-11-03 22:31:23 -07:00
|
|
|
|
2023-11-08 22:13:18 -08:00
|
|
|
async def append_worklog(self,todo:AgentTodo,result:AgentTodoResult):
|
|
|
|
|
worklog = f"{self.root_path}/todos/{todo.todo_path}/.worklog"
|
|
|
|
|
|
|
|
|
|
async with aiofiles.open(worklog, mode='w+', encoding="utf-8") as f:
|
|
|
|
|
content = await f.read()
|
|
|
|
|
if len(content) > 0:
|
|
|
|
|
json_obj = json.loads(content)
|
|
|
|
|
else:
|
|
|
|
|
json_obj = {}
|
|
|
|
|
logs = json_obj.get("logs")
|
|
|
|
|
if logs is None:
|
|
|
|
|
logs = []
|
|
|
|
|
logs.append(result.to_dict())
|
|
|
|
|
json_obj["logs"] = logs
|
|
|
|
|
await f.write(json.dumps(json_obj))
|
2023-09-21 23:18:52 -07:00
|
|
|
|
|
|
|
|
class CodeInterpreter:
|
|
|
|
|
def __init__(self, language, debug_mode):
|
|
|
|
|
self.language = language
|
|
|
|
|
self.proc = None
|
|
|
|
|
self.active_line = None
|
|
|
|
|
self.debug_mode = debug_mode
|
|
|
|
|
|
|
|
|
|
def start_process(self):
|
|
|
|
|
start_cmd = sys.executable + " -i -q -u"
|
|
|
|
|
self.proc = subprocess.Popen(start_cmd.split(),
|
|
|
|
|
stdin=subprocess.PIPE,
|
|
|
|
|
stdout=subprocess.PIPE,
|
|
|
|
|
stderr=subprocess.PIPE,
|
|
|
|
|
text=True,
|
|
|
|
|
bufsize=0)
|
|
|
|
|
|
|
|
|
|
# Start watching ^ its `stdout` and `stderr` streams
|
|
|
|
|
threading.Thread(target=self.save_and_display_stream,
|
|
|
|
|
args=(self.proc.stdout, False), # Passes False to is_error_stream
|
|
|
|
|
daemon=True).start()
|
|
|
|
|
threading.Thread(target=self.save_and_display_stream,
|
|
|
|
|
args=(self.proc.stderr, True), # Passes True to is_error_stream
|
|
|
|
|
daemon=True).start()
|
|
|
|
|
|
|
|
|
|
def warp_code(self,pycode:str)->str:
|
|
|
|
|
# Add import traceback
|
|
|
|
|
code = "import traceback\n" + pycode
|
|
|
|
|
# Parse the input code into an AST
|
|
|
|
|
parsed_code = ast.parse(code)
|
|
|
|
|
# Wrap the entire code's AST in a single try-except block
|
|
|
|
|
try_except = ast.Try(
|
|
|
|
|
body=parsed_code.body,
|
|
|
|
|
handlers=[
|
|
|
|
|
ast.ExceptHandler(
|
|
|
|
|
type=ast.Name(id="Exception", ctx=ast.Load()),
|
|
|
|
|
name=None,
|
|
|
|
|
body=[
|
|
|
|
|
ast.Expr(
|
|
|
|
|
value=ast.Call(
|
|
|
|
|
func=ast.Attribute(value=ast.Name(id="traceback", ctx=ast.Load()), attr="print_exc", ctx=ast.Load()),
|
|
|
|
|
args=[],
|
|
|
|
|
keywords=[]
|
|
|
|
|
)
|
|
|
|
|
),
|
|
|
|
|
]
|
|
|
|
|
)
|
|
|
|
|
],
|
|
|
|
|
orelse=[],
|
|
|
|
|
finalbody=[]
|
|
|
|
|
)
|
|
|
|
|
|
|
|
|
|
parsed_code.body = [try_except]
|
|
|
|
|
return ast.unparse(parsed_code)
|
|
|
|
|
|
|
|
|
|
def run(self,py_code:str):
|
|
|
|
|
"""
|
|
|
|
|
Executes code.
|
|
|
|
|
"""
|
|
|
|
|
# Get code to execute
|
|
|
|
|
self.code = py_code
|
|
|
|
|
|
|
|
|
|
# Start the subprocess if it hasn't been started
|
|
|
|
|
if not self.proc:
|
|
|
|
|
try:
|
|
|
|
|
self.start_process()
|
|
|
|
|
except Exception as e:
|
|
|
|
|
# Sometimes start_process will fail!
|
|
|
|
|
# Like if they don't have `node` installed or something.
|
|
|
|
|
|
|
|
|
|
traceback_string = traceback.format_exc()
|
|
|
|
|
self.output = traceback_string
|
|
|
|
|
# Before you return, wait for the display to catch up?
|
|
|
|
|
# (I'm not sure why this works)
|
|
|
|
|
time.sleep(0.1)
|
|
|
|
|
|
|
|
|
|
return self.output
|
|
|
|
|
|
|
|
|
|
self.output = ""
|
|
|
|
|
|
|
|
|
|
self.print_cmd = 'print("{}")'
|
|
|
|
|
code = self.warp_code(py_code)
|
|
|
|
|
|
|
|
|
|
if self.debug_mode:
|
|
|
|
|
print("Running code:")
|
|
|
|
|
print(code)
|
|
|
|
|
print("---")
|
|
|
|
|
|
|
|
|
|
self.done = threading.Event()
|
|
|
|
|
self.done.clear()
|
|
|
|
|
|
|
|
|
|
# Write code to stdin of the process
|
|
|
|
|
try:
|
|
|
|
|
self.proc.stdin.write(code + "\n")
|
|
|
|
|
self.proc.stdin.flush()
|
|
|
|
|
except BrokenPipeError:
|
|
|
|
|
return
|
|
|
|
|
self.done.wait()
|
|
|
|
|
time.sleep(0.1)
|
|
|
|
|
return self.output
|
|
|
|
|
|
|
|
|
|
def save_and_display_stream(self, stream, is_error_stream):
|
|
|
|
|
|
|
|
|
|
for line in iter(stream.readline, ''):
|
|
|
|
|
if self.debug_mode:
|
|
|
|
|
print("Recieved output line:")
|
|
|
|
|
print(line)
|
|
|
|
|
print("---")
|
|
|
|
|
|
|
|
|
|
line = line.strip()
|
|
|
|
|
if is_error_stream and "KeyboardInterrupt" in line:
|
|
|
|
|
raise KeyboardInterrupt
|
|
|
|
|
elif "END_OF_EXECUTION" in line:
|
|
|
|
|
self.done.set()
|
|
|
|
|
self.active_line = None
|
|
|
|
|
else:
|
|
|
|
|
self.output += "\n" + line
|
|
|
|
|
self.output = self.output.strip()
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
2023-11-01 19:29:55 -07:00
|
|
|
class ShellEnvironment(Environment):
|
2023-09-21 23:18:52 -07:00
|
|
|
def __init__(self, env_id: str) -> None:
|
|
|
|
|
super().__init__(env_id)
|
|
|
|
|
|
|
|
|
|
operator_param = {
|
|
|
|
|
"command": "command will execute",
|
|
|
|
|
}
|
|
|
|
|
self.add_ai_function(SimpleAIFunction("shell_exec",
|
|
|
|
|
"execute shell command in linux bash",
|
|
|
|
|
self.shell_exec,operator_param))
|
|
|
|
|
|
|
|
|
|
#run_code_param = {
|
|
|
|
|
# "pycode": "python code will execute",
|
|
|
|
|
#}
|
|
|
|
|
#self.add_ai_function(SimpleAIFunction("run_code",
|
|
|
|
|
# "execute python code",
|
|
|
|
|
# self.run_code,run_code_param))
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
async def shell_exec(self,command:str) -> str:
|
|
|
|
|
import asyncio.subprocess
|
|
|
|
|
process = await asyncio.create_subprocess_shell(
|
|
|
|
|
command,
|
|
|
|
|
stdout=asyncio.subprocess.PIPE,
|
|
|
|
|
stderr=asyncio.subprocess.PIPE
|
|
|
|
|
)
|
|
|
|
|
stdout, stderr = await process.communicate()
|
|
|
|
|
returncode = process.returncode
|
|
|
|
|
if returncode == 0:
|
|
|
|
|
return f"Execute success! stdout is:\n{stdout}\n"
|
|
|
|
|
else:
|
|
|
|
|
return f"Execute failed! stderr is:\n{stderr}\n"
|
|
|
|
|
|
|
|
|
|
async def run_code(self,pycode:str) -> str:
|
|
|
|
|
interpreter = CodeInterpreter("python",True)
|
|
|
|
|
return interpreter.run(pycode)
|
2023-10-18 11:19:11 -07:00
|
|
|
|
|
|
|
|
|
2023-11-01 19:29:55 -07:00
|
|
|
# merge to standard workspace env, **ABANDON this!**
|
2023-10-18 11:19:11 -07:00
|
|
|
class KnowledgeBaseFileSystemEnvironment(Environment):
|
|
|
|
|
def __init__(self, env_id: str) -> None:
|
|
|
|
|
super().__init__(env_id)
|
|
|
|
|
self.root_path = "."
|
|
|
|
|
|
|
|
|
|
operator_param = {
|
|
|
|
|
"path": "full path of target directory",
|
|
|
|
|
}
|
|
|
|
|
self.add_ai_function(SimpleAIFunction("list",
|
|
|
|
|
"list the files and sub directory in target directory,result is a json array",
|
|
|
|
|
self.list,operator_param))
|
|
|
|
|
|
|
|
|
|
operator_param = {
|
|
|
|
|
"path": "full path of target file",
|
|
|
|
|
}
|
|
|
|
|
self.add_ai_function(SimpleAIFunction("cat",
|
|
|
|
|
"cat the file content in target path,result is a string",
|
|
|
|
|
self.cat,operator_param))
|
|
|
|
|
|
|
|
|
|
def set_root_path(self,path:str):
|
|
|
|
|
self.root_path = path
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
async def list(self,path:str) -> str:
|
|
|
|
|
directory_path = self.root_path + path
|
|
|
|
|
items = []
|
|
|
|
|
|
|
|
|
|
with await aiofiles.os.scandir(directory_path) as entries:
|
|
|
|
|
async for entry in entries:
|
|
|
|
|
item_type = "directory" if entry.is_dir() else "file"
|
|
|
|
|
items.append({"name": entry.name, "type": item_type})
|
|
|
|
|
|
|
|
|
|
return json.dumps(items)
|
|
|
|
|
|
|
|
|
|
async def cat(self,path:str) -> str:
|
|
|
|
|
file_path = self.root_path + path
|
|
|
|
|
cur_encode = "utf-8"
|
|
|
|
|
async with aiofiles.open(file_path,'rb') as f:
|
|
|
|
|
cur_encode = chardet.detect(await f.read())['encoding']
|
|
|
|
|
|
|
|
|
|
async with aiofiles.open(file_path, mode='r', encoding=cur_encode) as f:
|
|
|
|
|
content = await f.read(2048)
|
|
|
|
|
return content
|
2023-09-21 23:18:52 -07:00
|
|
|
|