midZddlZddlmZddlmZddlmZddlm Z m Z m Z ddl m Z dd lmZmZdd lmZd Zd Zd ZdZedk(reyy)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_mainc|jdddd|jdddd|jd d dd |jd d dddy)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_argumentparsers G/var/www/stems/demucs_env/lib/python3.12/site-packages/dora/__main__.pyadd_submit_rulesrsw i 02 k,79 .|79  JX\UWc|jddtd|jddd|jd d d d d |jddd|jddy)Nz-gz--gpuszNumber of gpus.typerz-pz --partitionz Partition.rz--dev store_const partitiondevlabzUse dev partition.)rrconstrz-cz --commentzComment.z --constraintz Constraint.)rintrs radd_slurm_configr'"su hS7HI m,?  Kx13 k ; ];rctj}|jdddd|jddd|jddd d |jd d dd }|j d}t |t ||jddd d |jdd d |jdddtd|jdddd|jd d d! |jd"d#td$%|jd&d'd d( |j}|jd)d*td+%|jd,d-td.%|jd/d0td.%|jd1d d2 |jdd3d45|jd6d7d85|jt9|j d:d;<}|jd)d=d><|jd?d@d dA |jdBtdC%|jdDd dEdFG|jdd dH |jdId7J|jt9|j dK}|jd)d=d><|jdLdMd dN |jdOddPddQR|jddd dS |jdd dH t |t ||jdId7J|jt9|j dT}|jd)d=d><|jdUdVdW<|jddd dX |jd,d-d dY |jd/d0d dZ |jd[d\d d] |jdId7J|jt9|j d^}|jt9|j d_}|jd`d7da5|jt 9|S)bNz --packagez-PzTraining module. You can also set the DORA_PACKAGE env. In last resort, Dora will look for a package in the current folder with module defined at --runfile flag.)rrz --main_modulezTraining exec name. Dora will search for this module to run within the package provided by --package flag. You can also set DORA_MAIN_MODULE env. Defaults to 'train' module.z --verbosez-vrzShow debug info.rcommandzCommand to executeT)titlerrequiredrgridz-Cz--cancelzCancel all running jobs.z--clearz=Remove XP folder, reschedule all jobs, starting from scratch.z-iz --intervalzIUpdate status and metrics every that number of minutes. Default is 5 min.)rr rz--no_monitoringrmonitorz5No monitoring, just schedule and print current state.)rrrz --dry_runz9Only simulate actions but does not run any call to Slurm.z-Tz--trimz;Trim history to the length of the exp with the given index.rz-Lz --trim_lastzTrim history to the slowest.z-fz--folderz0Show the folder for the job with the given indexz-lz--logz-Show the log for the job with the given indexz-tz--tailz--initz=Init the given XPs so that their signature can be referenced.?zKName of the grid to run. Name of the module will be `package`.grids.`name`.)nargsrpatterns*zXOnly handle experiments matching all the given pattern. If empty, handle all experiments)rrunzRun locally the given command.r!z --from_sigz$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)r0launchz-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,groupr3r5r7import_r9s r get_parserrE+s  $ $ &F T"# Z[   T,EWX&&2T 'SJ   (DTTdJ|57i Z\dL!%/0 ' IRT k,VXdH3XZdM,9;  - - /E tZcNP tW3KM tXCKM h|Z\ c Z\ j>? [)   ,L  MCT<.TUT7<>UV_3QS\,79Y|TVV3'J'  " "8 ,F l1WX j45  MPTIK jBD  ,WYVV c* }-   (DdL/UVdJ-BCdJ|,OdGL?PQdH\ KdK CVWfC([)##H-G  .  " "8 ,F c0LM }- Mrc>t}|j}t|j|j t dt |j|j}t|ddI |j|j}tddd|j||jz|_t|dd|j|j _|j ||y#t$rt d|jYwxYw)NzYou must give an action.from_sigz(Could not find an existing run with sig ParserzInjecting argvzfrom sigr)rE parse_argsrverboserrr main_modulepackagegetattrget_argv_from_sigrG RuntimeErrorr r4rdora)rargsmainr4s rrRrRs \F    D$,, {{ () D$$dll 3DtZ&2 N))$--8D 8-tZO499$ tZ&2!]] KKd N rZsR !11/W<gT0 zFr