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

import base64, markdown, os
#from IPython.display import Image

def read_image_file(image_file_path: str) -> str:
    """
    Read a PNG image file from the local filesystem and encode it as a base64 string.

    Args:
        image_file_path (str): The local file path of the image.

    Returns:
        str: The base64-encoded image data.
    """
    with open(image_file_path, "rb") as image_file:
        image_data = image_file.read()
        return base64.b64encode(image_data).decode("utf-8")

def generate_markdown_code(image_data: str) -> str:
    """
    Generate the markdown code to render an image.

    Args:
        image_data (str): The base64-encoded image data.

    Returns:
        str: The markdown code to render the image.
    """
    return f"![Image](data:image/png;base64,{image_data})"

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_data = read_image_file("/home/user/app/coding/ytd_stock_gains.png")
    markdown_code = generate_markdown_code(image_data)

    return markdown_code
    #image_path = os.path.join('coding', 'ytd_stock_gains.png')
    #image_markdown = f"![YTD Stock Gains]({image_path})"

    #markdown_text = "![YTD Stock Gains](coding/ytd_stock_gains.png)"
    #html = markdown.markdown(markdown_text)
    #print(html)

    #return html #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 />"