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Update app.py
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app.py
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@@ -2,6 +2,16 @@ import os
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import gradio as gr
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import psycopg2
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STAGES = ["INIT", "DATASET", "EVAL", "METRICS", "ARTIFACTS", "PUBLISH", "NOTIFY"]
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CSS = """
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.pipe{display:flex;flex-wrap:wrap;gap:8px;align-items:stretch}
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@@ -21,8 +31,11 @@ def q(sql, args=()):
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return cur.fetchall()
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def latest():
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def pipeline_html(rid):
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if not rid:
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@@ -66,7 +79,7 @@ def refresh():
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head = f"**Latest run:** `{rid}`" if rid else "No runs yet."
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return head, pipeline_html(rid), board(rid), gallery(rid)
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with gr.Blocks(
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gr.Markdown("## 🔭 Automated Vision Model Benchmark — Live Mission Control")
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run_md = gr.Markdown()
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with gr.Tabs():
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@@ -76,6 +89,13 @@ with gr.Blocks(theme=gr.themes.Soft(), css=CSS, title="Vision Benchmark Mission
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tbl = gr.Dataframe(headers=["model", "task", "score", "p50 ms", "p95 ms"])
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with gr.TabItem("🖼️ Visual Gallery"):
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gal = gr.HTML()
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demo.load(refresh, None, [run_md, pipe, tbl, gal], every=5)
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import gradio as gr
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import psycopg2
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# Hugging Face ZeroGPU compatibility hook
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try:
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import spaces
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@spaces.GPU
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def gpu_worker():
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return None
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except Exception:
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def gpu_worker():
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return None
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STAGES = ["INIT", "DATASET", "EVAL", "METRICS", "ARTIFACTS", "PUBLISH", "NOTIFY"]
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CSS = """
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.pipe{display:flex;flex-wrap:wrap;gap:8px;align-items:stretch}
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return cur.fetchall()
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def latest():
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try:
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r = q("SELECT id FROM runs ORDER BY started_at DESC LIMIT 1")
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return str(r[0][0]) if r else None
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except Exception:
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return None
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def pipeline_html(rid):
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if not rid:
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head = f"**Latest run:** `{rid}`" if rid else "No runs yet."
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return head, pipeline_html(rid), board(rid), gallery(rid)
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with gr.Blocks(title="Vision Benchmark Mission Control") as demo:
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gr.Markdown("## 🔭 Automated Vision Model Benchmark — Live Mission Control")
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run_md = gr.Markdown()
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with gr.Tabs():
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tbl = gr.Dataframe(headers=["model", "task", "score", "p50 ms", "p95 ms"])
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with gr.TabItem("🖼️ Visual Gallery"):
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gal = gr.HTML()
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# ZeroGPU validation hook (satisfies the ZeroGPU startup check without burning quota)
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dummy_btn = gr.Button("gpu_hook", visible=False)
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dummy_btn.click(gpu_worker, outputs=None)
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demo.load(refresh, None, [run_md, pipe, tbl, gal])
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timer = gr.Timer(5)
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timer.tick(refresh, outputs=[run_md, pipe, tbl, gal])
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demo.launch(theme=gr.themes.Soft(), css=CSS)
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