from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool
import datetime
import requests
import pytz
import yaml
from typing import List, Dict
import tkapi
from tkapi.fractie import Fractie
from tools.final_answer import FinalAnswerTool

from Gradio_UI import GradioUI

api = tkapi.TKApi()


def Get_Active_Fractions() -> list[dict[str, str | int]]:
    """
    Retrieves a list of all currently active fractions (political parties) in the Dutch parliament.
    
    Returns:
        List[Dict[str, Union[str, int]]]: A list of dictionaries containing information about each fraction:
            - 'naam': Full name of the political party (string)
            - 'afkorting': Abbreviation/acronym of the party (string)
            - 'zetels_aantal': Number of seats the party holds (integer)
            
    Example return value:
        [
            {
                'naam': 'Volkspartij voor Vrijheid en Democratie',
                'afkorting': 'VVD',
                'zetels_aantal': 34
            },
            {
                'naam': 'Democraten 66',
                'afkorting': 'D66',
                'zetels_aantal': 24
            }
        ]
    """
    try:
        # Initialize API client
        api = tkapi.TKApi(verbose=False)
        
        # Create filter for active fractions
        filter = Fractie.create_filter()
        filter.filter_actief()
        
        # Get all active fractions
        active_fractions = api.get_fracties(filter=filter)
        
        # Format the results
        results = []
        for fraction in active_fractions:
            fraction_info = {
                'naam': fraction.naam,
                'afkorting': fraction.afkorting,
                'zetels_aantal': fraction.zetels_aantal
            }
            results.append(fraction_info)
            
        return results
        
    except Exception as e:
        print(f"Error fetching fraction data: {str(e)}")
        return []

@tool
def get_current_time_in_timezone(timezone: str) -> str:
    """A tool that fetches the current local time in a specified timezone.
    Args:
        timezone: A string representing a valid timezone (e.g., 'America/New_York').
    """
    try:
        # Create timezone object
        tz = pytz.timezone(timezone)
        # Get current time in that timezone
        local_time = datetime.datetime.now(tz).strftime("%Y-%m-%d %H:%M:%S")
        return f"The current local time in {timezone} is: {local_time}"
    except Exception as e:
        return f"Error fetching time for timezone '{timezone}': {str(e)}"


final_answer = FinalAnswerTool()
model = HfApiModel(
max_tokens=2096,
temperature=0.5,
model_id='Qwen/Qwen2.5-Coder-32B-Instruct',
custom_role_conversions=None,
)


# Import tool from Hub
image_generation_tool = load_tool("agents-course/text-to-image", trust_remote_code=True)

with open("prompts.yaml", 'r') as stream:
    prompt_templates = yaml.safe_load(stream)
    
agent = CodeAgent(
    model=model,
    tools=[final_answer,Get_Active_Fractions], ## add your tools here (don't remove final answer)
    max_steps=6,
    verbosity_level=1,
    grammar=None,
    planning_interval=None,
    name=None,
    description=None,
    prompt_templates=prompt_templates
)


GradioUI(agent).launch()