app.py

import streamlit as st
import requests
import pandas as pd
import plotly.express as px
import plotly.graph_objects as go
from datetime import datetime

API_URL = "https://aiscms.onrender.com/api"

def main():
    st.set_page_config(
        page_title="Space Cargo Manager",
        page_icon="🚀",
        layout="wide"
    )
    
    pages = {
        "Dashboard": render_dashboard,
        "Item Management": render_items,
        "Container Management": render_containers,
        "Waste Operations": render_waste,
        "Time Simulation": render_simulation,
        "System Logs": render_logs
    }
    
    st.sidebar.title("Navigation")
    selection = st.sidebar.radio("Go to", list(pages.keys()))
    pages[selection]()

def render_dashboard():
    st.header("Mission Dashboard 🛰️")
    
    # Real-time metrics
    metrics = requests.get(f"{API_URL}/metrics/usage").json()
    containers = requests.get(f"{API_URL}/containers").json()
    
    cols = st.columns(4)
    cols[0].metric("Total Items", metrics.get("totalItems", 0))
    cols[1].metric("Active Containers", len(containers.get("containers", [])))
    cols[2].metric("Storage Utilization", f"{metrics.get('utilization', 0)}%")
    cols[3].metric("Waste Items", metrics.get("wasteCount", 0))
    
    # Visualization
    col1, col2 = st.columns(2)
    with col1:
        df = pd.DataFrame(metrics.get("priorityDistribution", []))
        fig = px.pie(df, names="priority", values="count", title="Priority Distribution")
        st.plotly_chart(fig)
    
    with col2:
        df = pd.DataFrame(containers.get("containers", []))
        fig = px.bar(df, x="zone", y="utilization", title="Zone Utilization")
        st.plotly_chart(fig)

def render_items():
    st.header("Item Management 📦")
    tab1, tab2, tab3 = st.tabs(["Add New", "Search", "Import"])
    
    with tab1:
        with st.form("add_item"):
            item_id = st.text_input("Item ID*")
            name = st.text_input("Name*")
            priority = st.slider("Priority*", 1, 100, 50)
            zone = st.selectbox("Preferred Zone*", ["Crew", "Lab", "Medical", "Storage"])
            
            if st.form_submit_button("Add Item"):
                response = requests.post(f"{API_URL}/items", json={
                    "itemId": item_id,
                    "name": name,
                    "priority": priority,
                    "preferredZone": zone
                })
                if response.json().get("success"):
                    st.success("Item added successfully!")

    with tab2:
        search_term = st.text_input("Enter Item ID or Name")
        if st.button("Search"):
            result = requests.get(f"{API_URL}/search", params={"itemId": search_term}).json()
            if result.get("found"):
                item = result["item"]
                st.subheader(item["name"])
                st.write(f"**Container:** {item.get('containerId', 'Unknown')}")
                st.write(f"**Position:** {item.get('position', {}).get('start', {})} to {item.get('position', {}).get('end', {})}")

def render_waste():
    st.header("Waste Management ♻️")
    tab1, tab2 = st.tabs(["Current Waste", "Return Planning"])
    
    with tab1:
        waste = requests.get(f"{API_URL}/waste/identify").json()
        if waste:
            df = pd.DataFrame(waste["wasteItems"])
            st.dataframe(df)
        else:
            st.info("No waste items identified")
    
    with tab2:
        with st.form("return_plan"):
            max_weight = st.number_input("Max Return Weight (kg)", 1, 1000, 100)
            if st.form_submit_button("Generate Plan"):
                plan = requests.post(f"{API_URL}/waste/return-plan", json={"maxWeight": max_weight}).json()
                if plan.get("success"):
                    st.subheader("Return Manifest")
                    st.write(f"Total Weight: {plan['totalWeight']} kg")
                    st.write(f"Total Volume: {plan['totalVolume']} m³")
                    st.dataframe(pd.DataFrame(plan["returnItems"]))

if __name__ == "__main__":
    main()