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

from Gradio_UI import GradioUI

# Below is an example of a tool that does nothing. Amaze us with your creativity !
@tool
def daily_stock_data(symbol: str)-> 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 returns todays data for symbol
    Args:
        symbol:for which symbol the data is to be fetched 
    """
    try : 
        start_date = (datetime.now() - timedelta(days=1)).strftime("%Y-%m-%d")
        end_date = datetime.now().strftime("%Y-%m-%d")
        ticker = yf.Ticker(symbol)
        df = ticker.history(start=start_date, end=end_date, auto_adjust=True)
        return f"""
        Today's Stock data for {symbol}:Open : {df['Open'].iloc[0]} High : {df['High'].iloc[0]} Low :  {df['Low'].iloc[0]} Close : {df['Close'].iloc[0]} Volume : {df['Volume'].iloc[0]}
        """
    except Exception as e:
        return f"Error fetching stock data for {symbol}: {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, daily_stock_data, get_current_time_in_timezone, image_generation_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()