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create app.py
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app.py
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import gradio as gr
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import numpy as np
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from huggingface_hub import hf_hub_download
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import os
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TOKEN = os.environ.get("HF_TOKEN")
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# MODEL repo (model type)
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model_repo = "test1978/breakthrough-model"
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model_path = hf_hub_download(model_repo, "breakthrough_mcvs.py", repo_type="model", token=TOKEN)
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with open(model_path, 'r', encoding='utf-8-sig') as f:
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exec(f.read())
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# DB dataset (dataset type!)
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db_repo = "test1978/breakthrough-data"
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db_path = hf_hub_download(db_repo, "breakthrough_zone_db.npz", repo_type="dataset", token=TOKEN)
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zonedb_data = np.load(db_path, allow_pickle=True)
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# Init YOUR zone DB
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zonedb = HilbertOrderedZoneDatabase()
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zonedb.winningmatrices = list(zonedb_data.get('winning', []))
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zonedb.losingmatrices = list(zonedb_data.get('losing', []))
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zonedb.drawmatrices = list(zonedb_data.get('draw', []))
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def get_move(fen, player):
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board = Breakthrough.Board(fen)
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game = Breakthrough()
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game.board = board
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searcher = MCVSSearcher(None, None, zonedb, lambda_zone=1.0, k_zone=5)
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visits, _ = searcher.search_with_time_budget(game, 1.0)
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best_move = max(visits, key=visits.get)
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return best_move.uci()
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demo = gr.Interface(
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fn=get_move,
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inputs=gr.Textbox(
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label="FEN",
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value="rnbqkbnr/pppppppp/8/8/4P3/8/PPPP1PPP/RNBQKBNR b KQkq e3 0 1"
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),
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outputs=gr.Textbox(label="UCI Move"),
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title="🎯 ChessMCVS Secure (Model + Dataset)"
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)
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demo.launch()
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