from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool, LiteLLMModel
import datetime
import requests
import pytz
import yaml
from tools.final_answer import FinalAnswerTool
import os
import pokebase as pb

from Gradio_UI import GradioUI

# Below is an example of a tool that does nothing. Amaze us with your creativity !
@tool
def my_cutom_tool(arg1:str, arg2:int)-> str: #it's import to specify the return type
    #Keep this format for the description / args / args description but feel free to modify the tool
    """A tool that does nothing yet 
    Args:
        arg1: the first argument
        arg2: the second argument
    """
    return "What magic will you build ?"

@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 = LiteLLMModel(
    api_key = os.environ["HF_TOKEN"],
    max_tokens=2096,
    temperature=0.5,
    model_id= os.environ['MODEL'],# it is possible that this model may be overloaded
    custom_role_conversions=None,
)

@tool
def get_pokemon_information(pokemon_name: str) -> dict:
    """
    This tool gives information about a pokemon.
    Just pass the name of the pokemon as an argument in the string format.

    The information given is:
        - Moves
        - Abilities
        - Types
        - Pokémon Evolution Chains
        - base_experience
        - stats
        - weight
        - height

    Use this tool to get the information about a pokemon else use the web search tool.

    Args:
        pokemon_name: The name of the pokemon.

    Returns:
        dict: A dictionary conaining The information about the pokemon like moves, abilities, types, evolution chains, base experience, stats, weight, height, sprites
    """
    if type(pokemon_name) != str:
        return "Please pass the pokemon name as a string"
    
    client = pb
    pokemon = client.pokemon(pokemon_name)
    if pokemon is None:
        return "Please pass a valid pokemon name"


    evolution_number = client.pokemon_species(pokemon_name).evolution_chain.id
    e_chain = client.evolution_chain(evolution_number).chain


    e2 = "none"
    e3 = "none"
    e1 = e_chain.species.name
    if len(e_chain.evolves_to)>0:
        e2 = e_chain.evolves_to[0].species.name
        if len(e_chain.evolves_to[0].evolves_to)>0:
            e3 = e_chain.evolves_to[0].evolves_to[0].species.name

    chain_str = f"Evolution chain is: {e1} -> {e2} -> {e3}"

        
    pokemon_info = {
        "moves": str([move.name for move in pb.move(pokemon_name).results[:10]]),
        "types": str([type.type.name for type in pokemon.types]),
        "stats": str({ stats.stat.name: pokemon.stats[i].base_stat for i, stats in enumerate(pokemon.stats)}),
        "expierience": pokemon.base_experience,
        "species": pokemon.species,
        "weight": pokemon.weight,
        "height": pokemon.height,        
        "abilities": str([ability.ability for ability in pokemon.abilities]),
        "evolution_chain": chain_str
    }

    return pokemon_info

web_search_tool = DuckDuckGoSearchTool()

# Import tool from Hub

with open("prompts.yaml", 'r') as stream:
    prompt_templates = yaml.safe_load(stream)
    
agent = CodeAgent(
    model=model,
    tools=[final_answer, get_pokemon_information, web_search_tool], ## 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()