import asyncio
import os
import time
from dataclasses import dataclass
from typing import List, Optional, AsyncGenerator, Tuple
import gradio as gr
from dotenv import load_dotenv
from langchain_openai import ChatOpenAI
from rich.console import Console
from rich.panel import Panel
from rich.text import Text
from logger import setup_logger, log_execution_time, log_async_execution_time
from api_clients import OpenRouterClient, ElevenLabsClient

load_dotenv()

console = Console()
logger = setup_logger("interface")

@log_async_execution_time(logger)
async def create_podcast(
    url: str,
    prompt: str,
    elevenlabs_key: str,
    voice_id: str,
    openrouter_key: str,
    model_id: str,
) -> Tuple[Optional[str], str]:
    """
    Create a podcast through a multi-step process:
    1. Content extraction from URL
    2. Script generation using AI
    3. Voice synthesis
    """
    logger.info(f"Starting podcast creation for URL: {url}")
    logger.debug(f"Parameters - Voice: {voice_id}, Model: {model_id}")
    logger.debug(f"Prompt length: {len(prompt)} chars")
    
    try:
        # Initialize clients with validation
        logger.debug("Initializing API clients")
        openrouter = OpenRouterClient(openrouter_key)
        elevenlabs = ElevenLabsClient(elevenlabs_key)
        
        # Phase 1: Content scraping
        logger.info("Phase 1/3: Content scraping")
        if not url.startswith(('http://', 'https://')):
            raise ValueError("URL must start with http:// or https://")
            
        logger.debug("Initializing LLM and browser agent")
        llm = ChatOpenAI(model="gpt-4")
        task = f"Visit this URL: {url} and extract the main content. Summarize it in a clear and concise way."
        content = await llm.apredict(task)
        logger.debug(f"Scraped content length: {len(content)} chars")
        
        # Phase 2: Script generation
        logger.info("Phase 2/3: Script generation")
        script = await openrouter.generate_script(content, prompt, model_id)
        logger.debug(f"Generated script length: {len(script)} chars")
        
        # Phase 3: Audio synthesis
        logger.info("Phase 3/3: Audio generation")
        audio = await elevenlabs.generate_audio(script, voice_id)
        logger.debug(f"Generated audio data received")
        
        # Save output
        audio_path = f"podcast_{int(time.time())}.mp3"
        logger.debug(f"Saving audio to: {audio_path}")
        with open(audio_path, "wb") as f:
            f.write(audio)
        
        logger.info("Podcast creation completed successfully")
        return audio_path, "Podcast created successfully!"
        
    except Exception as e:
        logger.error("Podcast creation failed", exc_info=True)
        return None, f"Error: {str(e)}"

def create_ui():
    logger.info("Initializing Gradio interface")
    
    # Default choices for dropdowns
    default_voices = [("", "Enter API key to load voices")]
    default_models = [("", "Enter API key to load models")]
    
    with gr.Blocks(title='PodcastCreator', theme=gr.themes.Soft()) as interface:
        with gr.Row():
            with gr.Column(scale=2):
                url_input = gr.Textbox(label='Source URL', placeholder='Enter the URL...')
                prompt = gr.Textbox(label='Podcast Topic', lines=3)
                
                with gr.Row():
                    with gr.Column():
                        elevenlabs_key = gr.Textbox(
                            label='ElevenLabs API Key',
                            type='password',
                            placeholder='Enter key...'
                        )
                        voice = gr.Dropdown(
                            label='Voice',
                            choices=default_voices,
                            value=None,
                            allow_custom_value=True
                        )
                    
                    with gr.Column():
                        openrouter_key = gr.Textbox(
                            label='OpenRouter API Key',
                            type='password',
                            placeholder='Enter key...'
                        )
                        model = gr.Dropdown(
                            label='AI Model',
                            choices=default_models,
                            value=None,
                            allow_custom_value=True
                        )
                
                submit_btn = gr.Button('Create Podcast', variant='primary')

            with gr.Column(scale=1):
                audio_output = gr.Audio(label="Generated Podcast", type="filepath")
                status = gr.Textbox(label='Status', interactive=False)

        # Event handlers
        def update_voices(key):
            if not key:
                return gr.Dropdown(choices=default_voices, value=default_voices[0][0])
            try:
                client = ElevenLabsClient(key)
                voices = client.get_voices()
                return gr.Dropdown(choices=voices, value=voices[0][0] if voices else None)
            except Exception as e:
                logger.error(f"Failed to load voices: {e}")
                return gr.Dropdown(choices=[(None, f"Error: {str(e)}")], value=None)

        async def update_models(key):
            if not key:
                return gr.Dropdown(choices=default_models, value=default_models[0][0])
            try:
                client = OpenRouterClient(key)
                models = await client.get_models()
                return gr.Dropdown(choices=models, value=models[0][0] if models else None)
            except Exception as e:
                logger.error(f"Failed to load models: {e}")
                return gr.Dropdown(choices=[(None, f"Error: {str(e)}")], value=None)

        # Add error handling for the event handlers
        try:
            elevenlabs_key.change(fn=update_voices, inputs=elevenlabs_key, outputs=voice)
            openrouter_key.change(fn=update_models, inputs=openrouter_key, outputs=model)
            
            submit_btn.click(
                fn=create_podcast,
                inputs=[url_input, prompt, elevenlabs_key, voice, openrouter_key, model],
                outputs=[audio_output, status]
            )
        except Exception as e:
            logger.error(f"Failed to set up event handlers: {e}")
            raise

    logger.info("Gradio interface initialized successfully")
    return interface

if __name__ == '__main__':
    demo = create_ui()
    demo.queue().launch()