9jUdZddlZddlZddlZddlZddlmZmZgdZgdZdddd d dZ e Z e e d <d Z ed k(re yy)un Batch optimizer: runs auto_optimize_loop.py on all crypto assets × all timeframes. Usage: python3 run_all_crypto.py # use auto_optimize_loop.py default (3 iters × 50M) python3 run_all_crypto.py --hours 0.5 # override per-run duration python3 run_all_crypto.py --skip BINANCE_LINKUSD-1D # skip known bad exports N)datetime timedelta)COINBASE_BTCUSDCOINBASE_ETHUSDBINANCE_SOLUSDBINANCE_LINKUSD)4H6H8H12H1D240360480720r DEFAULT_SKIPctjd}|jdtdd|jddgdd |jd d d |jdtdddgd|jdtdgdd|j }t |j}|js |tz}g}tD]W}tD]L}|d|}||vrtd|d|j||d|dtj||dfNYt!|}|j"|j"dnd}|j"d||j"z} t%j&t)| z} td!|d"|d#| d$d%td&| j+d'ntd!|d"|d(td)t%j&j+d'd*t-|d+D]\} \}}} |d|} td*d,td-| d.|d/| d0|d1 td2t%j&j+d3td,t.j0d4d5| d|j2d|j4g}|j"|dt |j"gz }t7j6}t9j:|}t7j6|z }|j<d6k(rd7nd8|j<}td9| d.|d/| d:|d;z d$d<|d= || z }|d6kDsP|j"Pt%j&t)||j"z z} td>|d?| j+d3td>|d@td*d,tdAt%j&j+d'tdBt9j:t.j0dCg}|j<d6k(r tdDytdEy)FNz7Batch optimizer across all crypto assets and timeframes) descriptionz--hoursunHours per asset/timeframe combo. If omitted, uses auto_optimize_loop.py default (3 iterations × 50M samples).)typedefaulthelpz--skip*zASSET-TFz2Additional combos to skip, e.g. BINANCE_LINKUSD-1D)nargsrmetavarrz--no-default-skip store_truez(No-op, kept for compatibility))actionrz--searchrandomoptunazASearch strategy: 'random' (default) or 'optuna' (biased sampling))rrchoicesrz--regimeall)r bullbearsidewaysz6MVRV regime filter for IS training bars (default: all)-z[SKIP] z (in skip list)z data/mlp/z, z.csvhr)hourszRunning u combinations × z each = ~z.1fzh totalzEstimated completion: z%Y-%m-%d %H:%M:%Sz duration eachz Started at:  z<============================================================[/z] z ()z Started: z%H:%M:%Sztools/auto_optimize_loop.pyz--datarOKzEXIT z [z finished in <zm []z Remaining: z combos, ETA z comboszAll done. Finished at: z: [PRESETS] Updating Pine file with latest winner params...ztools/generate_pine_presets.pyub[PRESETS] Pine file updated — paste strategies/strategy_activation_scores.pine into TradingView.zA[PRESETS] WARNING: generate_pine_presets.py failed. Run manually.)argparseArgumentParser add_argumentfloatstr parse_argssetskipno_default_skipr CRYPTO_ASSETS TIMEFRAMESprintappend _TF_TO_MINgetlenr&rnowrstrftime enumeratesys executablesearchregimetime subprocessrun returncode)parserargsskip_setcombosassettfkeytotal hours_labelestimated_total_hoursetai data_pathlabelcmdstartresultelapsedstatus remaining preset_results 9/Users/jameslopez/projects/TradingBot25/run_all_crypto.pymainr`sM  $ $1j kF  tNO RQS +L>@  hS[H\`b  eEhUW    D499~H   L  FBG1RD/ChuO45 MM5" %:>>"b;Q:RRV&WX Y  KE&*jj&V=WXY i[893&:6 Bvh- #HLLN$;$;rgsa  ( - eE N E cJSZ zFra