import ast
import logging
from fastapi import APIRouter
from api.stored_data import stored_data
from src.genai.ideation_agent.agent import IdeationAgent
from langgraph.errors import GraphRecursionError
from api.schemas.ideation import IdeationMessage

app_logger = logging.getLogger("app_logger")
error_logger = logging.getLogger("error_logger")

router = APIRouter()
agent = IdeationAgent()
idea_graph = agent.ideation_graph()

@router.post("/ideation")
def ideation_endpoint(msg:IdeationMessage):
    config={"recursion_limit":25, "configurable": {"thread_id": "ideation_thread123"},"run_name":"ideation"}
    scores=msg.scores.model_dump() 
    try:
        result = idea_graph.invoke(
        {
            'scores': [scores],
            'business_details': [stored_data['business_details']],
            'image_caption': [stored_data['image_caption'] if 'image_caption' in stored_data else ""]
        },
        config=config)
        stored_data['final_ideation'] = result['unique_selected_ideas'][-1]
        # stored_data['final_ideation']=ast.literal_eval(stored_data['final_ideation'])
        top_ideas = [{k: v for k, v in idea.items() if k != "scores"} for idea in result['unique_selected_ideas'][-1]]
        more_ideas = [idea for idea in result['normalizer_response'][-1]['ideas'] if idea not in top_ideas]

        app_logger.info('Executed the ideation pipeline.')
        return {'response':
                    {'top_ideas': top_ideas,
                     'more_ideas': more_ideas}
                }
    
    except GraphRecursionError:
        error_logger.error('Ideation loop ran more than specified.')
        result = idea_graph.get_state({"configurable": {"thread_id": "ideation_thread123"}})
        return {'response': result[0]}
    
    except Exception as e:
        error_logger.error(f'Unable to execute the ideation: {e}')
        raise