SmartTrading.py

import time
import yfinance as yf
from win10toast import ToastNotifier

# Define the stock symbol and the percentage threshold
stock_symbol = "AAPL"

threshold_percentage = 0.010  # Set the desired threshold percentage

toaster = ToastNotifier()
initial_data = yf.download(stock_symbol, period="1d")
initial_price = initial_data["Close"].iloc[0]

while True:
    try:
        # Get the current stock price
        current_data = yf.download(stock_symbol, period="1d")
        current_price = current_data["Close"].iloc[-1]

        # Calculate the price difference percentage
        price_diff_percentage = ((current_price - initial_price) / initial_price) * 100

        # Compare the price difference with the threshold percentage
        if price_diff_percentage <= -threshold_percentage:
            message = f"Stock price for {stock_symbol} has decreased by {price_diff_percentage:.2f}%; Current Price is: {current_price}"
            toaster.show_toast("Stock Alert", message, duration=10)

        # Wait for 5 minutes before checking the price again
        time.sleep(300)

    except Exception as e:
        print("An error occurred:", str(e))
        break