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app.py

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+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,
+    rsrp, prb, max_user, active_user_max, ping_pong,
+    cssr, profile, simcard, ue, it_problem, core
+):
+    root_cause, sub_root_cause, action = "", "", ""
+
+    rsrp = int(rsrp)
+    prb = int(prb)
+    max_user = int(max_user)
+    active_user_max = int(active_user_max)
+
+    if availability == "Not Safe":
+        if 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"
+        else:
+            root_cause = "Availability"
+            sub_root_cause = "Availability Problem"
+            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 rsrp < -105:
+        root_cause = "Coverage"
+        sub_root_cause = "Low Coverage"
+        action = "Optimization"
+
+    elif prb > 90:
+        if max_user > 150:
+            root_cause = "Capacity"
+            sub_root_cause = "High Max User"
+            action = "Optimization"
+        elif active_user_max > 20:
+            root_cause = "Capacity"
+            sub_root_cause = "High Active User"
+            action = "Optimization"
+        else:
+            root_cause = "Capacity"
+            sub_root_cause = "High PRB"
+            action = "Optimization"
+
+    elif ping_pong == "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 = "Quality"
+        sub_root_cause = "Profile Problem"
+        action = "Escalated to HQ"
+
+    elif simcard == "Not Safe":
+        root_cause = "Quality"
+        sub_root_cause = "Profile Problem"
+        action = "User Education"
+
+    elif ue == "Not Safe":
+        root_cause = "Quality"
+        sub_root_cause = "UE Problem"
+        action = "User Education"
+
+    elif it_problem == "Not Safe":
+        root_cause = "Quality"
+        sub_root_cause = "IT Problem"
+        action = "Escalated to HQ"
+
+    elif core == "Not Safe":
+        root_cause = "Quality"
+        sub_root_cause = "Core Problem"
+        action = "Troubleshoot"
+
+    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() as demo:
+    gr.Markdown("## 🛠️ Network Issue Diagnoser")
+
+    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", value="Safe")
+            trans_tnl = gr.Radio(["Safe", "Not Safe"], label="Trans TNL", value="Safe")
+            ul_interference = gr.Radio(["Safe", "Not Safe"], label="UL Interference", value="Safe")
+            vswr = gr.Radio(["Safe", "Not Safe"], label="VSWR", value="Safe")
+
+        with gr.Column():
+            rsrp = gr.Textbox(label="RSRP (e.g. -90)", value="-100")
+            prb = gr.Textbox(label="PRB Usage (%)", value="80")
+            max_user = gr.Textbox(label="Max User", value="100")
+            active_user_max = gr.Textbox(label="Active User Max", value="10")
+            ping_pong = gr.Radio(["No", "Yes"], label="Ping Pong", value="No")
+            cssr = gr.Radio(["Safe", "Not Safe"], label="CSSR", value="Safe")
+            profile = gr.Radio(["Safe", "Not Safe"], label="Profile", value="Safe")
+            simcard = gr.Radio(["Safe", "Not Safe"], label="Simcard", value="Safe")
+            ue = gr.Radio(["Safe", "Not Safe"], label="UE", value="Safe")
+            it_problem = gr.Radio(["Safe", "Not Safe"], label="IT Problem", value="Safe")
+            core = gr.Radio(["Safe", "Not Safe"], label="Core", value="Safe")
+
+    submit = gr.Button("Diagnose")
+    output = gr.Textbox(label="📋 Diagnosis Result")
+
+    submit.click(
+        diagnose_network,
+        inputs=[
+            availability, comcase, module_stolen, site_dismantle, blacksite, force_majeure,
+            trans_alarm, trans_pl, trans_tnl, ul_interference, vswr,
+            rsrp, prb, max_user, active_user_max, ping_pong,
+            cssr, profile, simcard, ue, it_problem, core
+        ],
+        outputs=output
+    )
+
+demo.launch()

requirements.txt

@@ -0,0 +1 @@
+gradio