Delete app.py
Browse files
app.py
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import gradio as gr
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from collections import deque, Counter
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# =====================
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# STATE
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# =====================
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history = deque(maxlen=400) # sliding window
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last10 = deque(maxlen=10)
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edit_index = {"idx": None}
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# =====================
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# HELPERS
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# =====================
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def bs(n):
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return "S" if n <= 4 else "B"
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def run_length(data):
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if len(data) < 2:
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return 1
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r = 1
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for i in range(len(data)-1, 0, -1):
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if data[i] == data[i-1]:
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r += 1
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else:
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break
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return r
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def bias_ratio(data):
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if not data:
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return 0.5
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c = Counter(data)
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return c["B"] / len(data)
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# =====================
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# PREDICTION (Rule + Short Memory)
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# =====================
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def predict():
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if len(history) < 15:
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return "WAIT", 0.50, "Not enough data"
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data = list(history)
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w5, w8, w13 = data[-5:], data[-8:], data[-13:]
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b5 = bias_ratio(w5)
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b13 = bias_ratio(w13)
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avg_bias = (b5 + bias_ratio(w8) + b13) / 3
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run = run_length(data)
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pred = "BIG" if avg_bias >= 0.5 else "SMALL"
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conf = 0.55
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if run <= 2:
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conf += 0.08
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elif run == 3:
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conf += 0.03
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else:
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conf -= 0.15
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if abs(b5 - b13) < 0.15:
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conf += 0.05
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else:
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conf -= 0.05
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conf = max(0.35, min(conf, 0.75))
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status = "GO" if conf >= 0.60 else "WARN"
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return pred, round(conf, 2), status
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# =====================
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# CORE INPUT HANDLER
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# =====================
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def add_number(n):
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n = int(n)
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# normal add
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history.append(bs(n))
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last10.append(str(n))
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pred, conf, status = predict()
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return render(pred, conf, status)
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def render(pred, conf, status):
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hist_view = " ".join(last10)
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out = f"""Prediction : {pred}
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Confidence : {conf}
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Status : {status}
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"""
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return hist_view, out
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# =====================
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# EDIT LAST 10
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# =====================
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def select_edit(idx):
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edit_index["idx"] = idx
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return f"Editing index: {idx+1}"
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def apply_edit(n):
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idx = edit_index["idx"]
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if idx is None or idx >= len(last10):
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return "No index selected", ""
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# replace last10
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last10_list = list(last10)
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last10_list[idx] = str(n)
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last10.clear()
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for x in last10_list:
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last10.append(x)
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# also fix history tail
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hist = list(history)
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tail_start = len(hist) - len(last10_list)
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if tail_start >= 0:
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hist[tail_start + idx] = bs(int(n))
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history.clear()
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for x in hist:
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history.append(x)
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pred, conf, status = predict()
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edit_index["idx"] = None
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return render(pred, conf, status)
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# =====================
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# UI
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# =====================
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with gr.Blocks(theme=gr.themes.Soft()) as demo:
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gr.Markdown("## 🧠 Big / Small Engine (Fast Input + Editable History)")
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hist_box = gr.Textbox(label="Last 10 Inputs", interactive=False)
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out_box = gr.Textbox(label="Engine Output", lines=4)
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gr.Markdown("### ➕ Quick Input")
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with gr.Row():
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for i in range(5):
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gr.Button(str(i), size="sm").click(
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add_number,
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inputs=gr.Number(value=i, visible=False),
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outputs=[hist_box, out_box],
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)
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with gr.Row():
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for i in range(5, 10):
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gr.Button(str(i), size="sm").click(
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add_number,
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inputs=gr.Number(value=i, visible=False),
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outputs=[hist_box, out_box],
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)
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gr.Markdown("### ✏️ Edit Last 10 (Select index, then click number)")
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with gr.Row():
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for i in range(10):
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gr.Button(f"{i+1}", size="sm").click(
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select_edit,
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inputs=gr.Number(value=i, visible=False),
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outputs=out_box
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)
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with gr.Row():
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for i in range(10):
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gr.Button(str(i), size="sm").click(
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apply_edit,
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inputs=gr.Number(value=i, visible=False),
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outputs=[hist_box, out_box]
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)
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demo.launch()
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