app.py

import streamlit as st
from datetime import datetime, timedelta
import pandas as pd

# Import custom modules
from yfinance_data.fetcher import fetch_stock_data
from indicators.sma import calculate_21_50_sma
from indicators.bollinger_bands import calculate_bollinger_bands
from signals.strategy import generate_signals
from utils.plotting import plot_stock_data_with_signals
from utils.calculator2 import simulate_all_in_trading  # Adjusted import for calculator2.py

# Streamlit app title
st.title('StockSwingApp: Stock Trading Signal Generator')

# Sidebar for user inputs
st.sidebar.header('User Input Parameters')
default_symbol = 'AAPL'
symbol = st.sidebar.text_input('Stock Symbol', value=default_symbol, max_chars=10).upper()
start_date = st.sidebar.date_input('Start Date', value=datetime.now() - timedelta(days=90))
end_date = st.sidebar.date_input('End Date', value=datetime.now())

# Data fetching and processing
if st.sidebar.button('Generate Signals'):
    st.write(f"Fetching data for {symbol} from {start_date} to {end_date}...")

    try:
        stock_data = fetch_stock_data(symbol, start_date.strftime('%Y-%m-%d'), end_date.strftime('%Y-%m-%d'), interval='1d')

        if not stock_data.empty:
            # Calculate indicators and signals
            stock_data = calculate_21_50_sma(stock_data)
            stock_data = calculate_bollinger_bands(stock_data)
            signals_data = generate_signals(stock_data)

            # Plotting
            fig = plot_stock_data_with_signals(signals_data)
            st.pyplot(fig)

            # Simulate trading based on generated signals using calculator2 and display results
            final_cash, trades = simulate_all_in_trading(signals_data)
            st.write(f"Final Cash: ${final_cash:.2f}")
            st.write(f"Trades Executed: {trades}")

            # Option to display raw data
            if st.checkbox('Show Raw Data'):
                st.write(signals_data)

        else:
            st.error("No data available for the given symbol. Please try another one.")

    except Exception as e:
        st.error(f"An error occurred: {e}")

else:
    st.info('Enter parameters and click "Generate Signals" to view analysis.')