githubmirror/ChatDev

chatdev/chat_env.py
245 строк9 KB
thinkwee
Initial commit
04 сен 2023, 14:24
04 сен 2023, 14:24acb93cf
import os
import re
import shutil
import signal
import subprocess
import time
from typing import Dict

import openai
import requests

from chatdev.codes import Codes
from chatdev.documents import Documents
from chatdev.roster import Roster
from chatdev.utils import log_and_print_online


class ChatEnvConfig:
    def __init__(self, clear_structure,
                 brainstorming,
                 gui_design,
                 git_management):
        self.clear_structure = clear_structure
        self.brainstorming = brainstorming
        self.gui_design = gui_design
        self.git_management = git_management

    def __str__(self):
        string = ""
        string += "ChatEnvConfig.clear_structure: {}\n".format(self.clear_structure)
        string += "ChatEnvConfig.brainstorming: {}\n".format(self.brainstorming)
        return string


class ChatEnv:
    def __init__(self, chat_env_config: ChatEnvConfig):
        self.config = chat_env_config
        self.roster: Roster = Roster()
        self.codes: Codes = Codes()
        self.proposed_images: Dict[str, str] = {}
        self.incorporated_images: Dict[str, str] = {}
        self.requirements: Documents = Documents()
        self.manuals: Documents = Documents()
        self.env_dict = {
            "directory": "",
            "task_prompt": "",
            "modality": "",
            "ideas": "",
            "language": "",
            "review_comments": "",
            "error_summary": "",
            "test_reports": ""
        }

    @staticmethod
    def fix_module_not_found_error(test_reports):
        if "ModuleNotFoundError" in test_reports:
            for match in re.finditer(r"No module named '(\S+)'", test_reports, re.DOTALL):
                module = match.group(1)
                subprocess.Popen("pip install {}".format(module), shell=True).wait()
                log_and_print_online("**[CMD Execute]**\n\n[CMD] pip install {}".format(module))

    def set_directory(self, directory):
        assert len(self.env_dict['directory']) == 0
        self.env_dict['directory'] = directory
        self.codes.directory = directory
        self.requirements.directory = directory
        self.manuals.directory = directory

        if os.path.exists(self.env_dict['directory']) and len(os.listdir(directory)) > 0:
            new_directory = "{}.{}".format(directory, time.strftime("%Y%m%d%H%M%S", time.localtime()))
            shutil.copytree(directory, new_directory)
            print("{} Copied to {}".format(directory, new_directory))
        if self.config.clear_structure:
            if os.path.exists(self.env_dict['directory']):
                shutil.rmtree(self.env_dict['directory'])
                os.mkdir(self.env_dict['directory'])
                print("{} Created".format(directory))
            else:
                os.mkdir(self.env_dict['directory'])

    def exist_bugs(self) -> tuple[bool, str]:
        directory = self.env_dict['directory']

        success_info = "The software run successfully without errors."
        try:
            command = "cd {}; ls -l; python3 main.py;".format(directory)
            process = subprocess.Popen(command, shell=True, preexec_fn=os.setsid,
                                       stdout=subprocess.PIPE, stderr=subprocess.PIPE)
            time.sleep(3)
            return_code = process.returncode
            # Check if the software is still running
            if process.poll() is None:
                os.killpg(os.getpgid(process.pid), signal.SIGTERM)
            if return_code == 0:
                return False, success_info
            else:
                error_output = process.stderr.read().decode('utf-8')
                if error_output:
                    if "Traceback".lower() in error_output.lower():
                        errs = error_output.replace(directory + "/", "")
                        return True, errs
                else:
                    return False, success_info
        except subprocess.CalledProcessError as e:
            return True, f"Error: {e}"
        except Exception as ex:
            return True, f"An error occurred: {ex}"

        return False, success_info

    def recruit(self, agent_name: str):
        self.roster._recruit(agent_name)

    def exist_employee(self, agent_name: str) -> bool:
        return self.roster._exist_employee(agent_name)

    def print_employees(self):
        self.roster._print_employees()

    def update_codes(self, generated_content):
        self.codes._update_codes(generated_content)

    def rewrite_codes(self) -> None:
        self.codes._rewrite_codes(self.config.git_management)

    def get_codes(self) -> str:
        return self.codes._get_codes()

    def _load_from_hardware(self, directory) -> None:
        self.codes._load_from_hardware(directory)

    def _update_requirements(self, generated_content):
        self.requirements._update_docs(generated_content)

    def rewrite_requirements(self):
        self.requirements._rewrite_docs()

    def get_requirements(self) -> str:
        return self.requirements._get_docs()

    def _update_manuals(self, generated_content):
        self.manuals._update_docs(generated_content, parse=False, predifined_filename="manual.md")

    def rewrite_manuals(self):
        self.manuals._rewrite_docs()

    def write_meta(self) -> None:
        directory = self.env_dict['directory']

        if not os.path.exists(directory):
            os.mkdir(directory)
            print("{} Created.".format(directory))

        meta_filename = "meta.txt"
        with open(os.path.join(directory, meta_filename), "w", encoding="utf-8") as writer:
            writer.write("{}:\n{}\n\n".format("Task", self.env_dict['task_prompt']))
            writer.write("{}:\n{}\n\n".format("Config", self.config.__str__()))
            writer.write("{}:\n{}\n\n".format("Roster", ", ".join(self.roster.agents)))
            writer.write("{}:\n{}\n\n".format("Modality", self.env_dict['modality']))
            writer.write("{}:\n{}\n\n".format("Ideas", self.env_dict['ideas']))
            writer.write("{}:\n{}\n\n".format("Language", self.env_dict['language']))
            writer.write("{}:\n{}\n\n".format("Code_Version", self.codes.version))
            writer.write("{}:\n{}\n\n".format("Proposed_images", len(self.proposed_images.keys())))
            writer.write("{}:\n{}\n\n".format("Incorporated_images", len(self.incorporated_images.keys())))
        print(os.path.join(directory, meta_filename), "Wrote")

    def generate_images_from_codes(self):
        def download(img_url, file_name):
            r = requests.get(img_url)
            filepath = os.path.join(self.env_dict['directory'], file_name)
            if os.path.exists(filepath):
                os.remove(filepath)
            with open(filepath, "wb") as f:
                f.write(r.content)
                print("{} Downloaded".format(filepath))

        regex = r"(\w+.png)"
        joined_codes = self.get_codes()
        matches = re.finditer(regex, joined_codes, re.DOTALL)
        # matched_images = {}
        for match in matches:
            filename = match.group(1).strip()
            if filename in self.proposed_images.keys():
                self.incorporated_images[filename] = self.proposed_images[filename]
            else:
                self.incorporated_images[filename] = filename.replace("_", " ")

        for filename in self.incorporated_images.keys():
            if not os.path.exists(os.path.join(self.env_dict['directory'], filename)):
                desc = self.incorporated_images[filename]
                if desc.endswith(".png"):
                    desc = desc.replace(".png", "")
                print("{}: {}".format(filename, desc))
                response = openai.Image.create(
                    prompt=desc,
                    n=1,
                    size="256x256"
                )
                image_url = response['data'][0]['url']
                download(image_url, filename)

    def get_proposed_images_from_message(self, messages):
        def download(img_url, file_name):
            r = requests.get(img_url)
            filepath = os.path.join(self.env_dict['directory'], file_name)
            if os.path.exists(filepath):
                os.remove(filepath)
            with open(filepath, "wb") as f:
                f.write(r.content)
                print("{} Downloaded".format(filepath))

        regex = r"(\w+.png):(.*?)\n"
        matches = re.finditer(regex, messages, re.DOTALL)
        images = {}
        for match in matches:
            filename = match.group(1).strip()
            desc = match.group(2).strip()
            images[filename] = desc

        if len(images.keys()) == 0:
            regex = r"(\w+.png)"
            matches = re.finditer(regex, messages, re.DOTALL)
            images = {}
            for match in matches:
                filename = match.group(1).strip()
                desc = " ".join(filename.replace(".png", "").split("_"))
                images[filename] = desc
                print("{}: {}".format(filename, images[filename]))

        for filename in images.keys():
            if not os.path.exists(os.path.join(self.env_dict['directory'], filename)):
                desc = images[filename]
                if desc.endswith(".png"):
                    desc = desc.replace(".png", "")
                print("{}: {}".format(filename, desc))
                response = openai.Image.create(
                    prompt=desc,
                    n=1,
                    size="256x256"
                )
                image_url = response['data'][0]['url']
                download(image_url, filename)

        return images