from smolagents import CodeAgent,DuckDuckGoSearchTool, HfApiModel,load_tool,tool, VisitWebpageTool, UserInputTool
import datetime
import requests
import pytz
import yaml
import matplotlib.pyplot
import bs4
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_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_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_boxScores() -> list:
    """A tool that fetches the URLs to the boxscores for each of last nights nba games
    Args:
        
    """
    # Base URL of the main page containing box score links
    BASE_URL = "https://www.basketball-reference.com"
    MAIN_URL = f"{BASE_URL}/boxscores/"
    try:
        response = requests.get(MAIN_URL)
        soup = BeautifulSoup(response.text, 'html.parser')
        box_score_links = []
        # Find all box score links
        for link in soup.find_all('a', href=True):
            href = link['href']
            if '/boxscores/' in href and href.endswith('.html') and 's/202' in href:
                box_score_links.append(BASE_URL + href)
        return set(box_score_links)
    execpt Exception as e:
        return "Error fetching boxScores"


box_scores = get_boxscores()
final_answer = FinalAnswerTool()
search_tool = DuckDuckGoSearchTool()
visit_webpage_tool = VisitWebpageTool()
user_input_tool = UserInputTool()

# 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, image_generation_tool, search_tool, visit_webpage_tool, user_input_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, 
    additional_authorized_imports=["matplotlib"]
)


GradioUI(agent).launch()