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

from Gradio_UI import GradioUI

# Below is an example of a tool that does nothing. Amaze us with your creativity !
@tool
def get_stock_price(ticker_symbol:str, time_period: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 that searches for the historic price of a stock symbol given the symbol ticker name and a period. IT will return in a csv string format.
    Args:
        ticker_symbol: A string representing a stock symbol (e.g., 'AAPL')
        time_period: A string representing the time period for pricing. Valid options are 1d, 5d, 1mo, 3mo, 6mo, 1y,2y, 5y, 10y and ytd the current timezone
    """
    try:
        data = yf.Ticker(ticker_symbol)
        historic_price = data.history(period=time_period)        
        return historic_price.to_csv()
    except Exception as e:
        return f"Error getting the price for {ticker_symbol}: {str(e)}"
        
@tool
def get_ticker_news(ticker_symbol:str) -> list:
    """A tool that gets news for a stock symbol.
    Args:
        ticker_symbol: A string representing a stock symbol (e.g., 'AAPL')
    """
    try:
        data = yf.Ticker(ticker_symbol)
        news = data.get_news(count=10, tab='news', proxy=None)
        return news
    except Exception as e:
        return f"Error getting news for {ticker_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, get_current_time_in_timezone, get_stock_price,get_ticker_news], ## 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()