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

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)}"


import requests
from bs4 import BeautifulSoup

@tool
def get_stock_data(stock_code: str) -> str:
    """A tool that fetches the latest stock data for a given stock code from East Money website.
    Args:
        stock_code: A string representing the stock code (e.g., 'SH600000' for Shanghai Pudong Development Bank).
    """
    try:
        # Construct the URL for the stock data
        url = f"https://quote.eastmoney.com/{stock_code}.html"
        
        # Send a GET request to the URL
        response = requests.get(url)
        response.raise_for_status()  # Raise an error for bad status codes
        
        # Parse the HTML content using BeautifulSoup
        soup = BeautifulSoup(response.text, 'html.parser')
        
        # Extract the stock name
        stock_name = soup.find('div', class_='stock-name').text.strip()
        
        # Extract the current price
        current_price = soup.find('div', class_='stock-current').text.strip()
        
        # Extract the change in price and percentage
        price_change = soup.find('div', class_='stock-change').text.strip()
        change_percentage = soup.find('div', class_='stock-change-percent').text.strip()
        
        # Construct the result string
        result = f"Stock: {stock_name}\nCurrent Price: {current_price}\nChange: {price_change} ({change_percentage})"
        
        return result
    except Exception as e:
        return f"Error fetching stock data for code '{stock_code}': {str(e)}"


final_answer = FinalAnswerTool()
model = HfApiModel(
max_tokens=2096,
temperature=0.5,
model_id='deepseek-ai/DeepSeek-Coder-V2-Lite-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], ## 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()