9jr|dZddlZddlZddlZddlZddlmZmZgdZgdZdddd d dZ d Z d Z e d k(re yy)u Batch optimizer: runs auto_optimize_loop.py on all non-BTC crypto assets across all timeframes. Usage: python3 run_alt_crypto.py # use auto_optimize_loop.py default (3 iters × 50M) python3 run_alt_crypto.py --hours 15 # 15h total ÷ 15 combos = 1h each python3 run_alt_crypto.py --hours 6 --tfs 1D 12H # 6h total ÷ 6 combos (3 assets × 2 TFs) = 1h each python3 run_alt_crypto.py --hours 10 --assets COINBASE_ETHUSD BINANCE_SOLUSD N)datetime timedelta)COINBASE_ETHUSDBINANCE_SOLUSDBINANCE_LINKUSD)4H6H8H12H1D240360480720r u examples: python3 run_alt_crypto.py --hours 15 15h total ÷ 15 combos (3 assets × 5 TFs) = 1h each python3 run_alt_crypto.py --hours 6 --tfs 1D 12H 6h total ÷ 6 combos (3 assets × 2 TFs) = 1h each python3 run_alt_crypto.py --hours 10 --assets COINBASE_ETHUSD BINANCE_SOLUSD 10h total ÷ 10 combos (2 assets × 5 TFs) = 1h each python3 run_alt_crypto.py --hours 4 --assets BINANCE_SOLUSD --tfs 1D 12H 8H 4h total ÷ 3 combos = 1.33h each ctjdttj}|j dt dd|j ddddd |j d ddd d |j dt dddgd|j}|jr(|jDcgc]}|jc}nt}|jr(|jDcgc]}|jc}nt}|Dcgc])}|D]"}||d|dtj||df$+}}}t|}|j |j |z } t#j$t'|j z} t)d|j d|d| ddt)ddj+|t)ddj+|t)d| j-dnKd} t)d |d!t)ddj+|t)ddj+|t)d"t#j$j-dd#t/|d$D]\} \}}} |d%|} | | dd&nd'}t)d#d(t)d)| d*|d+| d,|d- t)d.t#j$j-d/t)d(t0j2d0d1| d|j4g}| |dt | gz }t7j6}t9j:|}t7j6|z }|j<d2k(rd3nd4|j<}t)d5| d*|d+| d6|d7z d8d9|d: || z }|d2kDs:| Ft#j$t'|| zz} t)d;|d<| j-d/t)d;|d=t)d#d(t)d>t#j$j-dycc}wcc}wcc}}w)?Nz@Batch optimizer for non-BTC crypto assets across all timeframes.) descriptionepilogformatter_classz--hoursz]Total hour budget divided evenly across all combos. E.g. --hours 15 with 15 combos = 1h each.)typedefaulthelpz--assets*ASSETzTAssets to run (default: all 3 non-BTC). E.g. --assets COINBASE_ETHUSD BINANCE_SOLUSD)nargsrmetavarrz--tfsTFz8Timeframes to run (default: all 5). E.g. --tfs 1D 12H 8Hz--searchrandomoptunazASearch strategy: 'random' (default) or 'optuna' (biased sampling))rrchoicesrz data/mlp/z, z.csv)hourszTotal budget: uh ÷ z combos = z.2fzh eachzAssets: z Timeframes: zEstimated completion: z%Y-%m-%d %H:%M:%SzRunning u combos × default duration eachz Started at:  -hrz<============================================================[/z] z ()z Started: z%H:%M:%Sztools/auto_optimize_loop.pyz--datarOKzEXIT z [z finished in <z.1fzm []z Remaining: z combos, ETA z comboszAll done. Finished at: )argparseArgumentParserEXAMPLESRawDescriptionHelpFormatter add_argumentfloatstr parse_argsassetsupper ALT_ASSETStfs TIMEFRAMES _TF_TO_MINgetlenr rnowrprintjoinstrftime enumeratesys executablesearchtime subprocessrun returncode)parserargsar3tfr6assetcombostotalhours_per_comboetai data_pathlabelper_combo_labelcmdstartresultelapsedstatus remainings 9/Users/jameslopez/projects/TradingBot25/run_alt_crypto.pymainr[+sZ  $ $V <<F   tIJ  #tWLM sD$45  hS[H\`b    D15 -Aaggi -*F-1XX )"288: ):CZ` oZ`QVknegubIeWBz~~b"/E.FdKLknLZ`F o KE zz**u,llnytzz:: tzzl'% ?SVBWW]^_ 6*+,- TYYs^,-. &s||4G'H&IJK ?@A 6*+,- TYYs^,-. L001DEFb IJ%.vq%9! !E2y'2$7F7R_S13Xa 6(m !AeWBugS(9;< HLLN33J?@AB ~~V=WXY i[895&:8 Bvh- #HLLN$;$;ras\  ( - eE N   CTL zFr`