app.py

import streamlit as st
from forecast_engine import forecast_consumables

st.title("Consumables Forecast Dashboard")
lab_id = st.text_input("Lab ID")
usage_data = st.text_area("Enter last 60 days usage, comma-separated")
days = st.selectbox("Forecast Period", [7, 14, 30])

if st.button("Forecast"):
    try:
        usage_series = list(map(int, usage_data.split(",")))
        if len(usage_series) != 60:
            st.error("Please enter exactly 60 days of usage data.")
        else:
            forecast = forecast_consumables(usage_series, days)
            # Display the chart
            st.line_chart(forecast)
            # Display the daily predicted usage
            st.write("Predicted 7-Day Usage:", forecast)
            # Display the total predicted usage
            st.success(f"Predicted Total Usage (next {days} days): {sum(forecast):.1f}")
    except ValueError:
        st.error("Invalid input. Please enter comma-separated integers (e.g., 10,11,12,...).")