o rri@sdZddlZddlmZddlmZddlmZddlm Z m Z m Z ddl m Z dd lmZmZdd lmZd d Zd dZddZddZedkrOedSdS)z This is the central dispatch of the `dora` command. From there you can check grid files, launch XPs, check their logs etc, as well as doing local runs for debugging. N) grid_action) info_action) launch_action)fatal setup_logging simple_log) run_action) import_action export_action)get_maincCsN|jddddd|jddddd|jd d dd d|jd d dddddS)Nz-rz--retry store_truezRetry failed jobsactionhelpz-Rz --replacezReplace any running job.z-Dz--replace_donezAlso resubmit done jobs.z --no_git_save store_falsegit_savez6Temporarily deactivate git_save for any scheduled job.rdestdefaultr) add_argumentparserrA/home/ubuntu/.local/lib/python3.10/site-packages/dora/__main__.pyadd_submit_ruless     rcCsX|jddtdd|jdddd|jd d d d d d|jdddd|jddddS)Nz-gz--gpuszNumber of gpus.typerz-pz --partitionz Partition.rz--dev store_const partitiondevlabzUse dev partition.)rrconstrz-cz --commentzComment.z --constraintz Constraint.)rintrrrradd_slurm_config"s r$c Cs2t}|jddddd|jdddd|jddd d d |jd d dd d}|d}t|t||jddd dd |jdd dd |jdddtdd|jddddd|jd d d!d |jd"d#td$d%|jd&d'd d(d | }|jd)d*td+d%|jd,d-td.d%|jd/d0td.d%|jd1d d2d |jdd3d4d5|jd6d7d8d5|j t d9|jd:d;d<}|jd)d=d>d<|jd?d@d dAd |jdBtdCd%|jdDd dEdFdG|jdd dHd |jdId7dJ|j t d9|dK}|jd)d=d>d<|jdLdMd dNd |jdOddPddQdR|jddd dSd |jdd dHd t|t||jdId7dJ|j t d9|dT}|jd)d=d>d<|jdUdVdWd<|jddd dXd |jd,d-d dYd |jd/d0d dZd |jd[d\d d]d |jdId7dJ|j td9|d^}|j td9|d_}|jd`d7dad5|j td9|S)bNz --packagez-PzTraining module. You can also set the DORA_PACKAGE env. In last resort, Dora will look for a package in the current folder with module defined at --runfile flag.)rrz --main_modulezTraining exec name. Dora will search for this module to run within the package provided by --package flag. You can also set DORA_MAIN_MODULE env. Defaults to 'train' module.z --verbosez-vr zShow debug info.rcommandzCommand to executeT)titlerrequiredrgridz-Cz--cancelzCancel all running jobs.z--clearz=Remove XP folder, reschedule all jobs, starting from scratch.z-iz --intervalzIUpdate status and metrics every that number of minutes. Default is 5 min.)rrrz--no_monitoringrmonitorz5No monitoring, just schedule and print current state.)rrrz --dry_runz9Only simulate actions but does not run any call to Slurm.z-Tz--trimz;Trim history to the length of the exp with the given index.rz-Lz --trim_lastzTrim history to the slowest.z-fz--folderz0Show the folder for the job with the given indexz-lz--logz-Show the log for the job with the given indexz-tz--tailz--initz=Init the given XPs so that their signature can be referenced.?zKName of the grid to run. Name of the module will be `package`.grids.`name`.)nargsrpatterns*zXOnly handle experiments matching all the given pattern. If empty, handle all experiments)rrunzRun locally the given command.rz --from_sigz$Signature of job to use as baseline.z-dz--ddpzDistributed training.z --ddp_workersz5Nb of workers for distributed, default to nb of GPUs.z --git_saveFzRun from a clean git clone.)rrrz8Remove XP folder, reschedule job, starting from scratch.argv)r,launchz-az--attachzPAttach to the remote process. Interrupting the command will kill the remote job.z --no_tailtailz*Does not tail the log once job is started.rz#Cancel any existing job and return.infoz-jz--job_idzFind job by job id.z Cancel jobzShow entire logzTail logz-mz --metricszShow last metricsimportexportsigszAll the XP sigs to export.)argparseArgumentParserradd_subparsers add_parserrr$floatr#add_mutually_exclusive_group set_defaultsrr rrr r ) r subparsersr(groupr/r1r3import_r5rrr get_parser+s                       rAcCst}|}t|j|jdurtdt|j|j}t |dddurMz| |j }Wnt y=td|j Ynwt dd|d|j ||j|_t |dddurZ|j|j_|||dS)NzYou must give an action.from_sigz(Could not find an existing run with sig ParserzInjecting argvzfrom sigr)rA parse_argsrverboserrr main_modulepackagegetattrget_argv_from_sigrB RuntimeErrorrr0rdora)rargsmainr0rrrrMs"     rM__main__)__doc__r7r(rr3rr1rlogrrrr/r sharer r _utilsr rr$rArM__name__rrrrs        j