from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool
import datetime
import requests
import pytz
import yaml
import yfinance as yf
from tools.final_answer import FinalAnswerTool
import http.client
import json
#from transformers import tool
from Gradio_UI import GradioUI

# Below is an example of a tool that does nothing. Amaze us with your creativity !
#@tool
#def my_custom_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_stock_information(stock:str) -> str:
    """ this tool provide company information for the input stock ticker 
        Args:
            stock: A string representing a valid str (e.g., 'googl').
        Returns:
            str
    """
    try:
        data=yf.Ticker(stock)
        info1=data.info
        return info1
    except Exception as e:
        return f"Error fetching stock info '{stock}': {str(e)}"
        
#@tool
#def get_radio_station(input_cr : str) -> list:
    """ This tool provide radio stream links input_cr (coutry) specified
        Args: 
             input_cr (str) :A string representing name of a country/region, this is represented as a 2 letter abbreviation  (input_cr='us' or input_cr='in')
    """
'''    try:
        conn = http.client.HTTPSConnection("50k-radio-stations.p.rapidapi.com")

        headers = {
            "x-rapidapi-key": "edb18a5d52msh741fb6d677c3be2p1c3c92jsn41ac9a131361",
            "x-rapidapi-host": "50k-radio-stations.p.rapidapi.com",
        }

        conn.request("GET", f"/radios/popular/{input_cr}?limit=6", headers=headers)
        res = conn.getresponse()
        dt = json.loads(res.read().decode("utf-8"))

        return [
            station["streams"][0]["url"]
            for station in dt.get("data", [])
            if station.get("streams")
        ]
    except Exception as e:
        return [f"Error: {str(e)}"]

@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()

# 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,get_stock_information], ## 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
)

agent.run("get stock info for AMZN")

GradioUI(agent).launch()