import base64

# -------------------------------
# Helper: Encode Image to Base64
# -------------------------------
async def process_image(image):
    """
    Processes an image file, reads its data, and converts it to a base64 encoded string.
    """
    try:
        with open(image.path, "rb") as image_file:
            image_data = image_file.read()
        base64_image = base64.b64encode(image_data).decode("utf-8")
        return {
            "type": "image_url",
            "image_url": {
                "url": f"data:image/{image.mime.split('/')[-1]};base64,{base64_image}"
            }
        }
    except Exception as e:
        print(f"Error reading image file: {e}")
        return {"type": "text", "text": f"Error processing image {image.name}."}
    

# -------------------------------
# Helper: Download Google Drive File
# -------------------------------
async def async_download_from_google_drive(session, file_id: str) -> bytes:
    """
    Asynchronously downloads a file from Google Drive.
    """
    URL = "https://docs.google.com/uc?export=download"
    params = {"id": file_id}

    async with session.get(URL, params=params) as response:
        # Handle cases where Google Drive requires a confirmation token for large files
        token = None
        for key, value in response.cookies.items():
            if key.startswith("download_warning"):
                token = value
                break
        
        if token:
            params["confirm"] = token
            async with session.get(URL, params=params) as confirmed_response:
                confirmed_response.raise_for_status()
                return await confirmed_response.read()
        else:
            response.raise_for_status()
            return await response.read()