app.py

import gradio as gr

def diagnose_network(
    availability, comcase, module_stolen, site_dismantle, blacksite, force_majeure,
    trans_alarm, trans_pl, trans_tnl, ul_interference, vswr, alarm_problem, 
    rsrp, rsrq, prb, max_user, active_user_max, no_dominant,
    cssr, profile, simcard, ue, it_problem, core
):
    root_cause, sub_root_cause, action = "", "", ""

    rsrp = float(rsrp)
    rsrq = float(rsrq)

    if availability == "Not Safe":
      root_cause = "Availability"
      sub_root_cause = "Availability Problem"
      action = "🛠️ Troubleshoot"

    elif comcase == "Not Safe":
        root_cause = "Availability"
        sub_root_cause = "Comcase"
        action = "🔄 Recovery"

    elif module_stolen == "Not Safe":
      root_cause = "Availability"
      sub_root_cause = "Module Stolen"
      action = "🔄 Recovery"

    elif site_dismantle == "Not Safe":
      root_cause = "Availability"
      sub_root_cause = "Site Dismantle"
      action = "⚡Percepatan Relokasi"

    elif blacksite == "Not Safe":
      root_cause = "Availability"
      sub_root_cause = "Blacksite"
      action = "Optimization"

    elif force_majeure == "Not Safe":
      root_cause = "Availability"
      sub_root_cause = "Force Majeure"
      action = "🛠️ Troubleshoot"

    elif trans_alarm == "Not Safe":
      root_cause = "Quality"
      sub_root_cause = "Trans Alarm"
      action = "🛠️ Troubleshoot"

    elif trans_pl == "Not Safe":
      root_cause = "Quality"
      sub_root_cause = "Trans Packet Loss"
      action = "🛠️ Troubleshoot"

    elif trans_tnl == "Not Safe":
      root_cause = "Quality"
      sub_root_cause = "Trans TNL"
      action = "🛠️ Troubleshoot"

    elif ul_interference == "Not Safe":
      root_cause = "Quality"
      sub_root_cause = "High UL Interference"
      action = "🛠️ Troubleshoot"

    elif vswr == "Not Safe":
      root_cause = "Quality"
      sub_root_cause = "High VSWR"
      action = "🛠️ Troubleshoot"

    elif alarm_problem == "Not Safe":
      root_cause = "Quality"
      sub_root_cause = "Alarm Problem"
      action = "🛠️ Troubleshoot"

    elif rsrp < -105:
      root_cause = "Coverage"
      sub_root_cause = "Low Coverage"
      action = "📶 Optimization"

    elif prb == "Not Safe":
      root_cause = "Capacity"
      sub_root_cause = "High PRB"
      action = "📶 Optimization"

    elif max_user == "Not Safe":
        root_cause = "Capacity"
        sub_root_cause = "High Max User"
        action = "📶 Optimization"

    elif active_user_max == "Not Safe":
      root_cause = "Capacity"
      sub_root_cause = "High Active User"
      action = "📶 Optimization"

    elif no_dominant == "Yes":
      root_cause = "Quality"
      sub_root_cause = "No Dominant Coverage"
      action = "📶 Optimization"

    elif cssr == "Not Safe":
      root_cause = "Quality"
      sub_root_cause = "Performance Problem"
      action = "📶 Optimization"

    elif profile == "Not Safe":
      root_cause = "Others"
      sub_root_cause = "Profile Problem"
      action = "📤 Escalated to HQ"

    elif simcard == "Not Safe":
      root_cause = "Others"
      sub_root_cause = "Simcard Problem"
      action = "👨‍🏫 User Education"

    elif ue == "Not Safe":
      root_cause = "Others"
      sub_root_cause = "UE Problem"
      action = "👨‍🏫 User Education"

    elif it_problem == "Not Safe":
      root_cause = "Others"
      sub_root_cause = "IT Problem"
      action = "📤 Escalated to HQ"

    elif core == "Not Safe":
      root_cause = "Others"
      sub_root_cause = "Core Problem"
      action = "🛠️ Troubleshoot"
    
    elif rsrq < -15:
      root_cause = "Quality"
      sub_root_cause = "Quality Problem"
      action = "📶 Optimization"

    else:
      root_cause = "Quality"
      sub_root_cause = "Quality (Network Normal)"
      action = "✅ Optimization"

    return f"Root Cause: {root_cause}\nSub Root Cause: {sub_root_cause}\nAction: {action}"

with gr.Blocks(theme=gr.themes.Ocean()) as demo:
    gr.Markdown("# 🔎 Network Issue Diagnoser")
    gr.Markdown("A simple tool to analyze **telecommunication KPIs** and detect issues. This is an early version based on **if–else rules**. Future plan: extend to **AI-driven predictive diagnosis**.")

    with gr.Row():
        with gr.Column():
            availability = gr.Radio(["Safe", "Not Safe"], label="Availability", value="Safe")
            comcase = gr.Radio(["Safe", "Not Safe"], label="Comcase", value="Safe")
            module_stolen = gr.Radio(["Safe", "Not Safe"], label="Module Stolen", value="Safe")
            site_dismantle = gr.Radio(["Safe", "Not Safe"], label="Site Dismantle", value="Safe")
            blacksite = gr.Radio(["Safe", "Not Safe"], label="Blacksite", value="Safe")
            force_majeure = gr.Radio(["Safe", "Not Safe"], label="Force Majeure", value="Safe")
            trans_alarm = gr.Radio(["Safe", "Not Safe"], label="Trans Alarm", value="Safe")
            trans_pl = gr.Radio(["Safe", "Not Safe"], label="Trans Packet Loss (>0.1%)", value="Safe")
        
        with gr.Column():
            trans_tnl = gr.Radio(["Safe", "Not Safe"], label="Trans TNL (>500)", value="Safe")
            ul_interference = gr.Radio(["Safe", "Not Safe"], label="UL Interference (>-100)", value="Safe")
            vswr = gr.Radio(["Safe", "Not Safe"], label="VSWR (>140)", value="Safe")
            alarm_problem = gr.Radio(["Safe", "Not Safe"], label="Alarm Problem", value="Safe")
            rsrp = gr.Textbox(label="RSRP (>-105 dBm)", value="-100")
            rsrq = gr.Textbox(label="RSRQ (>-15 dB)", value="-10")
            prb = gr.Radio(["Safe", "Not Safe"], label="PRB Usage (>90%)", value="Safe")
            max_user = gr.Radio(["Safe", "Not Safe"], label="Max User (>150)", value="Safe")
        
        with gr.Column():
            active_user_max = gr.Radio(["Safe", "Not Safe"], label="Active User Max (>20)", value="Safe")
            no_dominant = gr.Radio(["No", "Yes"], label="No Dominant Coverage", value="No")
            cssr = gr.Radio(["Safe", "Not Safe"], label="CSSR", value="Safe")
            profile = gr.Radio(["Safe", "Not Safe"], label="Profile Problem", value="Safe")
            simcard = gr.Radio(["Safe", "Not Safe"], label="Simcard Problem", value="Safe")
            ue = gr.Radio(["Safe", "Not Safe"], label="UE Problem", value="Safe")
            it_problem = gr.Radio(["Safe", "Not Safe"], label="IT Problem", value="Safe")
            core = gr.Radio(["Safe", "Not Safe"], label="Core Problem", value="Safe")

    submit = gr.Button("Submit")
    output = gr.Textbox(label="📋 Diagnosis Result", interactive=True, lines=5)

    submit.click(
        diagnose_network,
        inputs=[
            availability, comcase, module_stolen, site_dismantle, blacksite, force_majeure,
            trans_alarm, trans_pl, trans_tnl, ul_interference, vswr, alarm_problem, rsrp, rsrq, prb, max_user, active_user_max, no_dominant,
            cssr, profile, simcard, ue, it_problem, core
        ],
        outputs=output
    )

demo.launch()