app.py

import sys
import streamlit as st
import pandas as pd
from utils.load_data import load_logs
from utils.visualize import plot_usage
from utils.report import generate_pdf
from models.anomaly import detect_anomalies
from utils.amc import upcoming_amc_devices
import logging

# Configure logging
logging.basicConfig(level=logging.INFO, format="%(asctime)s - %(levelname)s - %(message)s")
logger = logging.getLogger(__name__)

# Streamlit app setup
try:
    st.set_page_config(page_title="LabOps Dashboard", layout="wide")
    logger.info("Streamlit page configuration set successfully.")
except Exception as e:
    logger.error(f"Failed to configure Streamlit: {e}")
    raise

st.title("📊 Multi-Device LabOps Dashboard")

# File uploader
try:
    uploaded_files = st.file_uploader("Upload Device Logs (CSV)", accept_multiple_files=True, type=["csv"])
    logger.info(f"Received {len(uploaded_files)} uploaded files.")
except Exception as e:
    logger.error(f"File uploader error: {e}")
    st.error(f"Failed to initialize file uploader: {e}")

if uploaded_files:
    try:
        df = load_logs(uploaded_files)
        logger.info(f"Loaded {len(df)} log records from uploaded files.")

        st.subheader("📋 Uploaded Logs")
        st.dataframe(df.head())

        st.subheader("📈 Daily Usage Chart")
        fig = plot_usage(df)
        st.pyplot(fig)

        st.subheader("🚨 Detected Anomalies")
        anomalies = detect_anomalies(df)
        st.dataframe(anomalies)

        st.subheader("🛠 Upcoming AMC Devices")
        if "amc_expiry" in df.columns:
            amc_df = upcoming_amc_devices(df)
            st.dataframe(amc_df)
        else:
            st.info("Column `amc_expiry` not found in uploaded data.")
            logger.warning("Missing `amc_expiry` column in data.")

        if st.button("📄 Generate PDF Report"):
            pdf_path = generate_pdf(df)
            with open(pdf_path, "rb") as f:
                st.download_button("Download PDF", f, file_name="labops_report.pdf", mime="application/pdf")
            logger.info("PDF report generated and offered for download.")

    except Exception as e:
        logger.error(f"Error processing uploaded files: {e}")
        st.error(f"Failed to process data: {e}")

if __name__ == "__main__":
    try:
        logger.info("Application starting...")
    except Exception as e:
        logger.error(f"Application failed to start: {e}")
        raise