from autogen import ConversableAgent, AssistantAgent
from autogen.coding import LocalCommandLineCodeExecutor

import os
#from IPython.display import Image

def run_multi_agent(llm, message):
    llm_config = {"model": llm}
    
    executor = LocalCommandLineCodeExecutor(
        timeout=60,
        work_dir="coding",
    )
    
    code_executor_agent = ConversableAgent(
        name="code_executor_agent",
        llm_config=False,
        code_execution_config={"executor": executor},
        human_input_mode="NEVER",
        default_auto_reply=
        "Please continue. If everything is done, reply 'TERMINATE'.",
    )
    
    code_writer_agent = AssistantAgent(
        name="code_writer_agent",
        llm_config=llm_config,
        code_execution_config=False,
        human_input_mode="NEVER",
    )
    
    code_writer_agent_system_message = code_writer_agent.system_message
    
    print(code_writer_agent_system_message)
    
    chat_result = code_executor_agent.initiate_chat(
        code_writer_agent,
        message=message,
        max_turns=10
    )

    ###
    #for root, dirs, files in os.walk("."):
    #    for file in files:
    #        print(os.path.join(root, file))
    ###
    
    #png_file = os.path.join("coding", "ytd_stock_gains.png")

    #print("### "+png_file)

    current_folder = os.getcwd()
    files_in_folder = os.listdir(current_folder)

    print(f"Files in {current_folder}:")
    for file in files_in_folder:
        print(file)
    
    image_path = "/home/user/app/coding/ytd_stock_gains.png"
    image_path_2 = "/coding/ytd_stock_gains.png"
    image_path_5 = "coding/ytd_stock_gains.png"
    image_path_3 = "/app/coding/ytd_stock_gains.png"
    image_path_4 = "/user/app/coding/ytd_stock_gains.png"

    image_path = os.path.join('coding', 'ytd_stock_gains.png')
    image_markdown = f"![YTD Stock Gains]({image_path})"
    
    return image_markdown #f"![YTD Stock Gains]({image_path})<br />![YTD Stock Gains]({image_path_2})<br />![YTD Stock Gains]({image_path_3})<br />![YTD Stock Gains]({image_path_4})<br />![YTD Stock Gains]({image_path_5})<br />"