+ jFRt^RIt^RIHtRRltRRltR RRlltR#) aV A collection of utilities for comparing `examples/complete_*_example.py` scripts with the capabilities inside of each `examples/by_feature` example. `compare_against_test` is the main function that should be used when testing, while the others are used to either get the code that matters, or to preprocess them (such as stripping comments) N)OptionalcFV^8dQhR\\,R\/#)linesnameliststr)formats"_/home/luca/screen-checking/.venv/lib/python3.14/site-packages/accelerate/test_utils/examples.py __annotate__r s$$c$#$c$VR8wdVR8wd\RV R24h.Rr2VFipV'g RV 2V9dRpVPV4K*V'gK4VR8Xd RV9dVu#VR8Xd R V9dVu#VPV4Kk R #) a Extracts a function from `lines` of segmented source code with the name `name`. Args: lines (`List[str]`): Source code of a script separated by line. name (`str`): The name of the function to extract. Should be either `training_function` or `main` training_functionmainz Incorrect function name passed: z-, choose either 'main' or 'training_function'Fzdef Tzdef mainz if __name__N) ValueErrorappend)rr good_lines found_startlines&& r get_function_contents_by_namers ""tv~;D6Anopp % dV}4K   d #  ;**zT/A!!v~-4"7!!   d #r c:V^8dQhR\\,/#)rrr)r s"r r r 4sZZtCyZr cVUu.uF4qP4PR4'dK)VR8wgK2VNK6 up#uupi)z Filters `lines` and removes any entries that start with a comment ('#') or is just a newline (' ') Args: lines (`List[str]`): Source code of a script separated by line. # )lstrip startswith)rrs& r clean_linesr4s8# YUT++-*B*B3*GDDTXLDDU YY Ys&AAAc ^V^8dQhR\R\R\R\\,/#)r base_filenamefeature_filename parser_onlysecondary_filename)r boolr)r s"r r r ?s8UUU*-U<@UV^_bVcUr c\V4;_uu_4pVP4pRRR4\\PP \PP RR444;_uu_4pVP4pRRR4\V4;_uu_4pVP4pRRR4Ve-\V4;_uu_4pVP4pRRR4V'dZ\ \XR44p \ \XR44p \ \XR44p Ve\ \XR44p MX\ \XR44p \ \XR44p \ \XR44p Ve\ \XR44p Rp .p.p\V 4p\\V 4^, 4FmpVV9gK \V4pVV 9gK VP4V 8wgK7RV9d%VPV4VPV4Kb\V4pKo .p.p\V 4FZwppVV9gKVV 9gKVP4V 8wgK/RV9gK8VPV4VPV4K\ VUu.uFpVV9gK VNK ppVe5VUu.uFpVX 9gK VNK ppVUu.uFpVV9gK VNK ppV# +'giEL;i +'giEL;i +'giEL;i +'giELd;iuupiuupiuupi)a Tests whether the additional code inside of `feature_filename` was implemented in `base_filename`. This should be used when testing to see if `complete_*_.py` examples have all of the implementations from each of the `examples/by_feature/*` scripts. It utilizes `nlp_example.py` to extract out all of the repeated training code, so that only the new additional code is examined and checked. If something *other* than `nlp_example.py` should be used, such as `cv_example.py` for the `complete_cv_example.py` script, it should be passed in for the `secondary_filename` parameter. Args: base_filename (`str` or `os.PathLike`): The filepath of a single "complete" example script to test, such as `examples/complete_cv_example.py` feature_filename (`str` or `os.PathLike`): The filepath of a single feature example script. The contents of this script are checked to see if they exist in `base_filename` parser_only (`bool`): Whether to compare only the `main()` sections in both files, or to compare the contents of `training_loop()` secondary_filename (`str`, *optional*): A potential secondary filepath that should be included in the check. This function extracts the base functionalities off of "examples/nlp_example.py", so if `base_filename` is a script other than `complete_nlp_example.py`, the template script should be included here. Such as `examples/cv_example.py` Nexamplesznlp_example.pyrrzMtrain_dataloader, eval_dataloader = get_dataloaders(accelerator, batch_size) TESTING_MOCKED_DATALOADERS)open readlinesospathabspathjoinrriterrangelennextrr enumerate)rr r!r"fbase_file_contentsfull_file_contentsfeature_file_contentssecondary_file_contentsbase_file_funcfull_file_funcfeature_file_funcsecondary_file_func_dl_linenew_feature_code passed_idxsitir_new_full_example_partsdiff_from_example diff_from_twos&&&& r compare_against_testrD?s4 m  [[]  bggoobggll:7GHI J Ja[[] K   1 !  % $ % %&'kkm #&$%BCUW]%^_$%BCUW]%^_'(EF[]c(de  )"-.KLcek.l"m $%BCUWj%kl$%BCUWj%kl'(EF[]p(qr  )"--.EGZ[# `HK  B 3()A- . K 8DN*(1J/t;$++D1&&q)RA/ K^,4 K N*(1J/t;*11$7&&q) -+;a*:$dJ`>`*:a%*<`*<$L_@_*< `.?].?d4}C\TT.?] w    J J J   & % %^b`]sSL;L'L/M7 MM M#M/ M!=M! L  L, / M  M )N)__doc__r)typingrrrrDr r rHs)   $4ZUUr