from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool
import datetime
import requests
import pytz
import yaml
from tools.final_answer import FinalAnswerTool
import random

from Gradio_UI import GradioUI

# Below is an example of a tool that does nothing. Amaze us with your creativity !
@tool
def dice_roll(arg1:int)-> int: #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 sums the total of arg1 dice rolls using a six sided dice
    Args:
        arg1: the number (int) of D6 to roll
    """

    # Generate n random integers between 1 and 6
    rolls = [random.randint(1, 6) for _ in range(arg1)]
    total = sum(rolls)
    
    return total

@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)}"

@tool
def get_mordor_status() -> str:
    """
    Returns a random outcome of current events in Fourth Age Mordor.
    Each outcome has an equal (1 in 5) chance of occurring.
    """
    outcomes = [
        "Harvest Season in Núrn: The liberated peoples are bringing in a record crop of grain near the inland sea.",
        "Rangers of Ithilien: A patrol led by Faramir's descendants is clearing out the last remnants of ancient Orc-holds in the Ephel Dúath.",
        "Geological Rest: Mount Doom (Orodruin) remains dormant, though thin plumes of steam still rise from the Sammath Naur.",
        "Reconstruction: Stonemasons from Gondor are surveying the ruins of the Morannon to build a new watchtower for the Reunited Kingdom.",
        "Trade Caravans: A group of Easterlings has arrived at the Sea of Núrn to establish peaceful trade routes with the new land-holders."
    ]

    # random.choice picks one element from the list with equal probability
    current_event = random.choice(outcomes)
    
    return f"Status: {current_event}"

final_answer = FinalAnswerTool()

# If the agent does not answer, the model is overloaded, please use another model or the following Hugging Face Endpoint that also contains qwen2.5 coder:
# model_id='https://pflgm2locj2t89co.us-east-1.aws.endpoints.huggingface.cloud' 

model = HfApiModel(
max_tokens=2096,
temperature=0.5,
model_id='Qwen/Qwen2.5-Coder-32B-Instruct',# it is possible that this model may be overloaded
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, dice_roll, get_current_time_in_timezone, get_mordor_status], ## 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()