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Update app.py
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app.py
CHANGED
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@@ -60,13 +60,13 @@ def predict_failure(cpu_current, cpu_sustained, ram_current, temp_current, temp_
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# --- 3. The Gradio UI Interface ---
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# This replaces your HTML file. Gradio builds the UI for you.
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with gr.Blocks(theme=gr.themes.Soft()) as demo:
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gr.Markdown("#
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gr.Markdown("### AIOps Failure Prediction System (PoC)")
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gr.Markdown("This AI predicts if a server will overheat (>80°C) in the next 5 minutes based on telemetry trends.")
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with gr.Row():
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with gr.Column():
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gr.Markdown("###
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# The 5 Sliders
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s_cpu = gr.Slider(0, 100, value=10, label="Current CPU Load (%)")
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@@ -78,7 +78,7 @@ with gr.Blocks(theme=gr.themes.Soft()) as demo:
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btn = gr.Button("Run Prediction", variant="primary")
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with gr.Column():
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gr.Markdown("###
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out_status = gr.Textbox(label="Status")
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out_prob = gr.Textbox(label="Failure Probability")
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# --- 3. The Gradio UI Interface ---
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# This replaces your HTML file. Gradio builds the UI for you.
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with gr.Blocks(theme=gr.themes.Soft()) as demo:
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gr.Markdown("# Server Health Sentinel AI")
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gr.Markdown("### AIOps Failure Prediction System (PoC)")
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gr.Markdown("This AI predicts if a server will overheat (>80°C) in the next 5 minutes based on telemetry trends.")
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with gr.Row():
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with gr.Column():
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gr.Markdown("### Live Telemetry Simulation")
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# The 5 Sliders
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s_cpu = gr.Slider(0, 100, value=10, label="Current CPU Load (%)")
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btn = gr.Button("Run Prediction", variant="primary")
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with gr.Column():
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gr.Markdown("### AI Diagnosis")
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out_status = gr.Textbox(label="Status")
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out_prob = gr.Textbox(label="Failure Probability")
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