Fix: Hardened simulation engine with error safety checks and data validation
Browse files
app.py
CHANGED
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@@ -129,7 +129,7 @@ def build_main_chart(ticks_data):
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# Layout
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# Add minimal range to avoid the "zoomed in on noise" look
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prices_only = [t["price"] for t in ticks_data]
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min_p, max_p = min(prices_only), max(prices_only)
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if max_p - min_p < 1.0:
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center = (max_p + min_p) / 2
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@@ -334,36 +334,44 @@ def run_simulation(n_mom, n_mr, n_fund, n_noise, n_mm,
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api_key=hf_token,
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# ─── CUSTOM CSS ───────────────────────────────────────────────────
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# Layout
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# Add minimal range to avoid the "zoomed in on noise" look
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prices_only = [t["price"] for t in ticks_data] if ticks_data else [100.0]
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min_p, max_p = min(prices_only), max(prices_only)
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if max_p - min_p < 1.0:
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center = (max_p + min_p) / 2
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api_key=hf_token,
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)
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try:
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t0 = time.time()
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# Ensure output directory exists for CSV generation
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os.makedirs(config.output_dir, exist_ok=True)
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# Run the simulation fully without yielding intermediate plots to prevent UI flickering
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print("DEBUG: Executing simulation loop...")
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for tick in engine.run_generator():
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progress(tick / int(num_ticks), desc=f"Simulating market dynamics... {tick}/{num_ticks}")
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print(f"DEBUG: Simulation complete in {time.time()-t0:.2f}s")
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# Build final results
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ticks_data = engine.csv_rows
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pnl_data = engine.agent_pnl_rows
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if not ticks_data:
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raise ValueError("No data produced during simulation.")
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main_chart = build_main_chart(ticks_data)
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pnl_chart = build_pnl_chart(pnl_data, agents)
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leaderboard = build_leaderboard(pnl_data, ticks_data)
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stats_html = build_stats_html(ticks_data, pnl_data, time.time() - t0)
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# Create temporary export file
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export_path = "marketmind_simulation.csv"
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pd.DataFrame(ticks_data).to_csv(export_path, index=False)
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# After simulation is done, write CSVs
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engine._write_csvs()
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yield main_chart, pnl_chart, leaderboard, stats_html, export_path
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except Exception as e:
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print(f"CRITICAL ERROR in run_simulation: {str(e)}")
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import traceback
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traceback.print_exc()
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raise gr.Error(f"Simulation Failed: {str(e)}")
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# ─── CUSTOM CSS ───────────────────────────────────────────────────
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