mirror of
https://github.com/OpenBMB/ChatDev.git
synced 2024-09-16 04:37:11 +03:00
311 lines
12 KiB
Python
311 lines
12 KiB
Python
import os
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import re
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import shutil
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import signal
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import subprocess
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import time
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from typing import Dict
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import openai
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import requests
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from chatdev.codes import Codes
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from chatdev.documents import Documents
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from chatdev.roster import Roster
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from chatdev.utils import log_visualize
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from ecl.memory import Memory
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try:
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from openai.types.chat.chat_completion_message_tool_call import ChatCompletionMessageToolCall
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from openai.types.chat.chat_completion_message import FunctionCall
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openai_new_api = True # new openai api version
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except ImportError:
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openai_new_api = False # old openai api version
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class ChatEnvConfig:
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def __init__(self, clear_structure,
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gui_design,
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git_management,
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incremental_develop,
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background_prompt,
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with_memory):
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self.clear_structure = clear_structure # Whether to clear non-software files in the WareHouse and cache files in generated software path
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self.gui_design = gui_design # Encourage ChatDev generate software with GUI
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self.git_management = git_management # Whether to use git to manage the creation and changes of generated software
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self.incremental_develop = incremental_develop # Whether to use incremental develop on an existing project
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self.background_prompt = background_prompt # background prompt that will be added to every inquiry to LLM
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self.with_memory = with_memory # Wheter to use memroy in the interaction between agents
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def __str__(self):
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string = ""
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string += "ChatEnvConfig.with_memory: {}\n".format(self.with_memory)
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string += "ChatEnvConfig.clear_structure: {}\n".format(self.clear_structure)
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string += "ChatEnvConfig.git_management: {}\n".format(self.git_management)
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string += "ChatEnvConfig.gui_design: {}\n".format(self.gui_design)
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string += "ChatEnvConfig.incremental_develop: {}\n".format(self.incremental_develop)
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string += "ChatEnvConfig.background_prompt: {}\n".format(self.background_prompt)
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return string
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class ChatEnv:
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def __init__(self, chat_env_config: ChatEnvConfig):
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self.config = chat_env_config
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self.roster: Roster = Roster()
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self.codes: Codes = Codes()
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self.memory: Memory = Memory()
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self.proposed_images: Dict[str, str] = {}
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self.incorporated_images: Dict[str, str] = {}
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self.requirements: Documents = Documents()
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self.manuals: Documents = Documents()
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self.env_dict = {
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"directory": "",
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"task_prompt": "",
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"task_description":"",
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"modality": "",
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"ideas": "",
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"language": "",
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"review_comments": "",
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"error_summary": "",
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"test_reports": ""
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}
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@staticmethod
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def fix_module_not_found_error(test_reports):
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if "ModuleNotFoundError" in test_reports:
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for match in re.finditer(r"No module named '(\S+)'", test_reports, re.DOTALL):
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module = match.group(1)
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subprocess.Popen("pip install {}".format(module), shell=True).wait()
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log_visualize("**[CMD Execute]**\n\n[CMD] pip install {}".format(module))
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def set_directory(self, directory):
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assert len(self.env_dict['directory']) == 0
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self.env_dict['directory'] = directory
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self.codes.directory = directory
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self.requirements.directory = directory
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self.manuals.directory = directory
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if os.path.exists(self.env_dict['directory']) and len(os.listdir(directory)) > 0:
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new_directory = "{}.{}".format(directory, time.strftime("%Y%m%d%H%M%S", time.localtime()))
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shutil.copytree(directory, new_directory)
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print("{} Copied to {}".format(directory, new_directory))
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if os.path.exists(self.env_dict['directory']):
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shutil.rmtree(self.env_dict['directory'])
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os.mkdir(self.env_dict['directory'])
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print("{} Created".format(directory))
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else:
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os.mkdir(self.env_dict['directory'])
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def init_memory(self):
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self.memory.id_enabled = True
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self.memory.directory = os.path.join(os.getcwd(),"ecl","memory")
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if not os.path.exists(self.memory.directory):
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os.mkdir(self.memory.directory)
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self.memory.upload()
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def exist_bugs(self) -> tuple[bool, str]:
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directory = self.env_dict['directory']
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success_info = "The software run successfully without errors."
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try:
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# check if we are on windows or linux
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if os.name == 'nt':
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command = "cd {} && dir && python main.py".format(directory)
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process = subprocess.Popen(
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command,
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shell=True,
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stdout=subprocess.PIPE,
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stderr=subprocess.PIPE,
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creationflags=subprocess.CREATE_NEW_PROCESS_GROUP
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)
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else:
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command = "cd {}; ls -l; python3 main.py;".format(directory)
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process = subprocess.Popen(command,
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shell=True,
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preexec_fn=os.setsid,
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stdout=subprocess.PIPE,
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stderr=subprocess.PIPE
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)
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time.sleep(3)
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return_code = process.returncode
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# Check if the software is still running
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if process.poll() is None:
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if "killpg" in dir(os):
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os.killpg(os.getpgid(process.pid), signal.SIGTERM)
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else:
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os.kill(process.pid, signal.SIGTERM)
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if process.poll() is None:
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os.kill(process.pid, signal.CTRL_BREAK_EVENT)
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if return_code == 0:
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return False, success_info
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else:
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error_output = process.stderr.read().decode('utf-8')
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if error_output:
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if "Traceback".lower() in error_output.lower():
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errs = error_output.replace(directory + "/", "")
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return True, errs
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else:
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return False, success_info
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except subprocess.CalledProcessError as e:
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return True, f"Error: {e}"
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except Exception as ex:
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return True, f"An error occurred: {ex}"
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return False, success_info
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def recruit(self, agent_name: str):
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self.roster._recruit(agent_name)
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def exist_employee(self, agent_name: str) -> bool:
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return self.roster._exist_employee(agent_name)
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def print_employees(self):
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self.roster._print_employees()
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def update_codes(self, generated_content):
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self.codes._update_codes(generated_content)
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def rewrite_codes(self, phase_info=None) -> None:
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self.codes._rewrite_codes(self.config.git_management, phase_info)
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def get_codes(self) -> str:
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return self.codes._get_codes()
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def _load_from_hardware(self, directory) -> None:
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self.codes._load_from_hardware(directory)
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def _update_requirements(self, generated_content):
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self.requirements._update_docs(generated_content)
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def rewrite_requirements(self):
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self.requirements._rewrite_docs()
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def get_requirements(self) -> str:
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return self.requirements._get_docs()
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def _update_manuals(self, generated_content):
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self.manuals._update_docs(generated_content, parse=False, predifined_filename="manual.md")
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def rewrite_manuals(self):
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self.manuals._rewrite_docs()
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def write_meta(self) -> None:
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directory = self.env_dict['directory']
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if not os.path.exists(directory):
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os.mkdir(directory)
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print("{} Created.".format(directory))
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meta_filename = "meta.txt"
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with open(os.path.join(directory, meta_filename), "w", encoding="utf-8") as writer:
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writer.write("{}:\n{}\n\n".format("Task", self.env_dict['task_prompt']))
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writer.write("{}:\n{}\n\n".format("Config", self.config.__str__()))
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writer.write("{}:\n{}\n\n".format("Roster", ", ".join(self.roster.agents)))
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writer.write("{}:\n{}\n\n".format("Modality", self.env_dict['modality']))
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writer.write("{}:\n{}\n\n".format("Ideas", self.env_dict['ideas']))
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writer.write("{}:\n{}\n\n".format("Language", self.env_dict['language']))
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writer.write("{}:\n{}\n\n".format("Code_Version", self.codes.version))
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writer.write("{}:\n{}\n\n".format("Proposed_images", len(self.proposed_images.keys())))
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writer.write("{}:\n{}\n\n".format("Incorporated_images", len(self.incorporated_images.keys())))
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print(os.path.join(directory, meta_filename), "Wrote")
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def generate_images_from_codes(self):
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def download(img_url, file_name):
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r = requests.get(img_url)
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filepath = os.path.join(self.env_dict['directory'], file_name)
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if os.path.exists(filepath):
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os.remove(filepath)
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with open(filepath, "wb") as f:
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f.write(r.content)
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print("{} Downloaded".format(filepath))
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regex = r"(\w+.png)"
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joined_codes = self.get_codes()
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matches = re.finditer(regex, joined_codes, re.DOTALL)
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# matched_images = {}
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for match in matches:
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filename = match.group(1).strip()
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if filename in self.proposed_images.keys():
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self.incorporated_images[filename] = self.proposed_images[filename]
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else:
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self.incorporated_images[filename] = filename.replace("_", " ")
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for filename in self.incorporated_images.keys():
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if not os.path.exists(os.path.join(self.env_dict['directory'], filename)):
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desc = self.incorporated_images[filename]
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if desc.endswith(".png"):
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desc = desc.replace(".png", "")
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print("{}: {}".format(filename, desc))
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if openai_new_api:
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response = openai.images.generate(
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prompt=desc,
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n=1,
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size="256x256"
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)
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image_url = response.data[0].url
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else:
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response = openai.Image.create(
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prompt=desc,
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n=1,
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size="256x256"
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)
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image_url = response['data'][0]['url']
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download(image_url, filename)
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def get_proposed_images_from_message(self, messages):
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def download(img_url, file_name):
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r = requests.get(img_url)
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filepath = os.path.join(self.env_dict['directory'], file_name)
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if os.path.exists(filepath):
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os.remove(filepath)
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with open(filepath, "wb") as f:
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f.write(r.content)
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print("{} Downloaded".format(filepath))
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regex = r"(\w+.png):(.*?)\n"
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matches = re.finditer(regex, messages, re.DOTALL)
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images = {}
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for match in matches:
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filename = match.group(1).strip()
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desc = match.group(2).strip()
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images[filename] = desc
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if len(images.keys()) == 0:
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regex = r"(\w+.png)"
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matches = re.finditer(regex, messages, re.DOTALL)
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images = {}
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for match in matches:
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filename = match.group(1).strip()
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desc = " ".join(filename.replace(".png", "").split("_"))
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images[filename] = desc
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print("{}: {}".format(filename, images[filename]))
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for filename in images.keys():
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if not os.path.exists(os.path.join(self.env_dict['directory'], filename)):
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desc = images[filename]
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if desc.endswith(".png"):
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desc = desc.replace(".png", "")
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print("{}: {}".format(filename, desc))
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if openai_new_api:
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response = openai.images.generate(
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prompt=desc,
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n=1,
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size="256x256"
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)
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image_url = response.data[0].url
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else:
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response = openai.Image.create(
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prompt=desc,
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n=1,
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size="256x256"
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)
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image_url = response['data'][0]['url']
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download(image_url, filename)
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return images
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