^iTK&SSKrSSKrSSKrSSKrSSKrSSKrSSKrSSKrSSKr SSK r SSK r SSK J r SSKJrJrJrJr S\S\ R&\ R(\S44Sjr"S S \R,5r"S S \R0\R25r"S S\5rS\S\ R&\4SjrS\S\S\ R&\S\4SjrS\4Sjr "SS\RB5r""SS\RF5r$\RJ"5S\ RL\\ RN44Sj5r(SGS\S\ RR\\ 4S\S\ RT\S\S \S!\ RT\S"\ RT\S#\ RT\S$\ RT\S%\ RT\S&\ RT\S'\ RT\S(\ RT\ R&\S)\ RT\ R&\S*\ RT\S+\ RT\S,\ RT\S-\S.\ RT\S/\ RT\S0\ RT\S1\ RT\S2\ RT\S3\ RT\S4\ RT\S5\ RT\S6\ RT\S7\ RT\ RR\+\4S8\S9\S:\+S;\ RT\S<\ RT\ RL\\ RN4S=\ RT\ RX\S>\+S\4JS?jjr-S@\.S\4SAjr/SB\SC\ RNS\4SDjr0SE\ R&\S\4SFjr1g)HN)Path)corejob_environmentloggerutilsjob_idreturn.c tSn[R"X5nUb`URS5nURS5RS5nUVs/sH!n[ U/URS5-5PM# sn$URSS5tpgU(dU4/$[ [ US55nXh4/$s snf) zdReads formated job id and returns a tuple with format: (main_id, [array_index, [final_array_index]) z:(?P\d+)_\[(?P(\d+(-\d+)?(,)?)+)(\%\d+)?\]main_idarrays,-_r)researchgroupsplittuplestrint) r patternmatchmain array_ranges array_ranger array_id array_nums Q/mnt/rpi/tmp/demucs-venv-sys/lib/python3.13/site-packages/submitit/slurm/slurm.py read_job_idr!sLG IIg &E {{9%{{8,2237 JVW,;tf{00556,WW#\\#q1J< HQK() $%%Xs(B5c\rSrSrS\R \R \4SjrS S\S\S\4Sjjr S\R\ \4S\R\\R\\444Sjr S rg ) SlurmInfoWatcher*r cURUR- Vs1sHoRS5SiM nnU(dg/SQnUHnURS[ U5/5 M! 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ExceptionwarningswarnDeprecationWarningjoinranger)r*r;linesnames all_statsliner+ystatsr multi_split_job_ide split_job_idindexs r read_infoSlurmInfoWatcher.read_infoDsr&#&&]]_F!!# u:>Ias#57 !"ID.1%C.IJ.IdaQ \.IEJ7^FSF] %0%8"!3 #((<#345|$)!&s<?';Sa=QTU=U!VBG\!_$5Qug">?"W !3*)K   *6(2VWXVYZ\n  sD26 D88 E/!E**E/N)standard)__name__ __module__ __qualname____firstlineno__tpOptionalListrr/r8UnionbytesDictrW__static_attributes__rYr:r r#r#*su r{{2773<8  . .3 . . 4bggcSVhFWAW9Xr:r#c:\rSrSrSr\"SS9rS S\SS4SjjrS r g) SlurmJobfscanceliX)delay_stimeoutr NcSURS/nU(d[R"US/-5 [R"U[R/-5 g)zSends preemption or timeout signal to the job (for testing purpose) Parameter --------- timeout: bool Whether to trigger a job time-out (if False, it triggers preemption) riz--signalSIGTERMN)r subprocess check_callSlurmJobEnvironmentUSR_SIG)r*rkcmds r _interruptSlurmJob._interruptjsI$++z2  ! !# "3 4c%8%@%@$AABr:rY)F) r[r\r]r^_cancel_commandr#watcherboolrsrerYr:r rgrgfs-Os+G C$ C4 C Cr:rgc\rSrSrSrg)SlurmParseExceptionyrYN)r[r\r]r^rerYr:r ryryysr:ry suffix_partsc$/nURS5HxnSU;a^URS5up4[U5n[[U5[U5S-5HnUR USU35 M MgUR U5 Mz U$)zWParse the a suffix formatted like "1-3,5,8" into the list of numeric values 1,2,3,5,8. rrr0)rrDrLrappend)r{suffixes suffix_partlowhigh int_lengthnums r _expand_id_suffixr}sH#))#. + #))#.ICSJSXs4y1}53q n"576 OOK (/ Or: node_listposparsedcS/nU[U5:aXnUS:XaURU5 US-$US:XaGURSU5n[XS-U5nUVVs/sHovHoU-PM M nnnUS-nO[ U5H upXt-X9'M US- nU[U5:aMURU5 U$s snnf)zrParse a node group of the form PREFIX[1-3,5,8] and return the position in the string at which the parsing stopped rr[])rDr)rVr enumerate) rrrprefixesclast_posrprefixsuffixis r _parse_node_grouprstH I  N 8 MM( #7N 8 sC0H(7X)FGH6>VhFX6XhHVQ,C&x0 $j 1 1HC I  MM( JWs CcSn/nU[U5:a[XU5nU[U5:aMU$![an[SUS3U5UeSnAff=f)Nrz-Unrecognized format for SLURM_JOB_NODELIST: '')rDr ValueErrorry)rrrrTs r _parse_node_listrsmj!C N"#IF;CC N" j!$QR[Q\\]"^`abhiijs.44 AAAc p\rSrSrSSSSSSSS S S . rS \S S4Sjr\S \R\ 4Sj5r Sr g)rp SLURM_JOB_ID SLURM_NTASKSSLURM_JOB_NUM_NODES SLURM_NODEIDSLURM_JOB_NODELIST SLURM_PROCID SLURM_LOCALIDSLURM_ARRAY_JOB_IDSLURM_ARRAY_TASK_ID) r num_tasks num_nodesnodenodes global_rank local_rank array_job_id array_task_id countdownr NcURn[R"SSU/SS9 [R"5R SUSUS35 g)Nscontrolrequeue<)rkz Requeued job z (z remaining timeouts))r rnror get_loggerr7)r*rr.s r _requeueSlurmJobEnvironment._requeuesIkkz9c:BG  =R {BV!WXr:c[RRURSS5nU(d UR/$[ U5$)aParse the content of the "SLURM_JOB_NODELIST" environment variable, which gives access to the list of hostnames that are part of the current job. 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Parameters ---------- folder: Path/str folder for storing job submission/output and logs. max_num_timeout: int Maximum number of time the job can be requeued after timeout (if the instance is derived from helpers.Checkpointable) python: Optional[str] Command to launch python. This allow to use singularity for example. Caller is responsible to provide a valid shell command here. By default reuse the current python executable Note ---- - be aware that the log/output folder will be full of logs and pickled objects very fast, it may need cleaning. - the folder needs to point to a directory shared through the cluster. This is typically not the case for your tmp! If you try to use it, slurm will fail silently (since it will not even be able to log stderr. - use update_parameters to specify custom parameters (n_gpus etc...). If you input erroneous parameters, an error will print all parameters available for you. Nfoldermax_num_timeoutmax_pickle_size_gbpythonr c>[TU]UUUS9 Uc$[R"[R 5OUUlUR5S:d [S5eg)N)rrrz;Could not detect "srun", are you indeed on a slurm cluster?) super__init__shlexquotesys executableraffinity RuntimeError)r*rrrr __class__s r rSlurmExecutor.__init__s[  +1  6<^ekk#..1 }}"\] ]#r:cSSSSSSSS.$) Njob_nametimememr cpus_per_task gpus_per_nodentasks_per_node)name timeout_minmem_gbrrrtasks_per_noderYclss r _equivalence_dictSlurmExecutor._equivalence_dicts#!,,/  r:c([[55$)4Parameters that can be set through update_parameters)set_get_default_parametersrs r _valid_parametersSlurmExecutor._valid_parameterss*,--r:paramscT>[TU]U5nSU;a[US5US'U$)Nr)r_convert_parameters _convert_mem)r*rrs r r!SlurmExecutor._convert_parameterss0,V4 F?(7F5M r:kwargsc 8>[5n[[U5[U5- 5nU(a@SRS[UR 5555n[ SUSU35e[ SSURS.UD6 [TU]$"S0UD6 g) aMUpdates sbatch submission file parameters Parameters ---------- See slurm documentation for most parameters. Most useful parameters are: time, mem, gpus_per_node, cpus_per_task, partition Below are the parameters that differ from slurm documentation: signal_delay_s: int delay between the kill signal and the actual kill of the slurm job. setup: list a list of command to run in sbatch befure running srun array_parallelism: int number of map tasks that will be executed in parallel Raises ------ ValueError In case an erroneous keyword argument is added, a list of all eligible parameters is printed, with their default values Note ---- Best practice (as far as Quip is concerned): cpus_per_task=2x (number of data workers + gpus_per_task) You can use cpus_per_gpu=2 (requires using gpus_per_task and not gpus_per_node) z - c3H# UHupUS[U5S3v M g7f)z (default: )N)repr).0r+rQs r .9s%"dKc41aS DG9A#>Kcs "zUnavailable parameter(s): z Valid parameters are: - z nothing to dor-rNrY) rsortedrrKitemsr_make_sbatch_stringrr_internal_update_parameters)r*rdefaultsin_valid_parametersr;rs r r)SlurmExecutor._internal_update_parameterss6+,$S[3x=%@A ]]"d6RZR`R`RbKc"ddF,-@,AA^_e^fg  RODKKR6R +5f5r:delayed_submissionsc >[U5S:Xa[TU] U5$[RR UR 5nURSSS9 URRSS5n/nUHenU[R"5RS3- nURX0R5 URU5 UR!U5 Mg [U5n[#UR UR5nUR$"S 0URD6 XxRS'UR'5 UR)UR*5n [-[/U R055n [/U5V s/sH'n [3UR U R4SU 3U S 9PM) n n [7X5H!upU R8R;US 5 M# U $s sn f) NrT)parentsexist_okrz.pkl map_countr)rr taskssubmitted_picklerY)rDr_internal_process_submissionsrJobPathsget_first_id_independent_folderrmkdir parametersr6uuiduuid4hex set_timeoutrdumpr~rupdate_parameters _throttle_submit_command_submitit_command_strlistrLrrgr rEpathsmove_temporary_file)r*rrr pickle_pathsd pickle_pathnarray_ex first_job tasks_idsajobsjobrs r r+SlurmExecutor._internal_process_submissionsAs " #q (789LM M?? L TD 1oo))&!4  $A djjl&6&6%7t#<&>t?Y?Y&Z y2234 ejklem+ em`aHDKK93C3C2DAaS0IQZ [em + !$D 7 C II ) )+7I J!8 + s .G/c SRURS[R"[ UR 55/5$)N z-u -m submitit.core._submit)rKrrrrr)r*s r r #SlurmExecutor._submitit_command_stras3xx&CU[[QTUYU`U`QaEbcddr:r-uidcD[SXRS.URD6$)NrrY)rrr)r*r-rs r _make_submission_file_text(SlurmExecutor._make_submission_file_textes"Z7;;Z$//ZZr:cURRSS5n[SURRSS55nX-$)Nrrr)rr6max)r*rrs r _num_tasksSlurmExecutor._num_taskshs?__((!4!!T__%8%89JA%NO%%r:submission_file_pathcS[U5/$)Nsbatch)r)r*r's r _make_submission_command&SlurmExecutor._make_submission_commandms#2344r:r;c[U[5(dUR5n[R"SU5nUc[ R "SUS35eURS5$)z3Returns the job ID from the output of sbatch stringzjob (?P[0-9]+)z'Could not make sense of sbatch output "zg" Job instance will not be able to fetch status (you may however set the job job_id manually if needed)id)rArrBrrrFailedSubmissionErrorr)r;outputs r #_get_job_id_from_submission_command1SlurmExecutor._get_job_id_from_submission_commandpsj&#&&]]_F0&9 >--9&BJJ  ||D!!r:c8[R"S5cS$S$)Nsrunr)shutilwhichrs r rSlurmExecutor.affinity~s\\&)1r8q8r:)r)r@g?N))r[r\r]r^__doc__rg job_classr_rbrrrfloatr`r classmethodrEquivalenceDictrSetrrdAnyrrrarDelayedSubmissionJobrrr r!r%r* staticmethodrcr0rre __classcell__)rs@r rrs:I !$'#' ^d#^^" ^  C ^  ^^   $"6"6    ."&&+.."''#rvv+*>2773PRPVPV;CW$6BFF$6t$6L#%775+B+B#C "&&! "@esee[#[C[C[&C& 5T5bggcl5 "BHHUCZ4H "S " "999r:rc[R"[5n[UR[ UR 5*SUR 5nUVVs0sHup#US;dM X#_M snn$s snnf)rN>rr-r)inspectgetfullargspecrrEargsrDr)specszippedkeyvals r rrsc  " "#6 7E S0023U^^ DF%+ ]Vs:\/\HCHV ]] ]s  A1'A1r-rr partitionrrrr cpus_per_gpunum_gpusr gpus_per_taskqossetupteardownr mem_per_gpu mem_per_cpusignal_delay_scomment constraintexcludeaccountgres mail_type mail_usernodelist dependency exclusivearray_parallelismwckeystderr_to_stdoutradditional_parameters srun_argsuse_srunc$v/SQn$[5R5V%V&s0sHun%n&U&cM U%U$;dMU%U&_M n'n%n&[RSU3U'S'U b+[R "S5 U'R SS5U'S'SU';aS U';a[R "S 5 [R"US 9n([U(R5n)[U(R5n*U bZ[U [5(aU (deS U S - S[U U53U'S'U)RSS5n)U*RSS5n*U)RSS5U'S'U(dU*RSS5U'S'SU'S'U!bU'R!U!5 /SQn+[#U'5H!n%U+R%['U%U'U%55 M# U b U+SS/U -- n+U#(a8U(a/OSU*/n,U"c/n"[)SSSU)/U,QU"Q5n-SR+U-U45nU+SS S!US/- n+Ub U+SS"/U-- n+S#R+U+5$s sn&n%f)$a1Creates the content of an sbatch file with provided parameters Parameters ---------- See slurm sbatch documentation for most parameters: https://slurm.schedmd.com/sbatch.html Below are the parameters that differ from slurm documentation: folder: str/Path folder where print logs and error logs will be written signal_delay_s: int delay between the kill signal and the actual kill of the slurm job. setup: list a list of command to run in sbatch before running srun teardown: list a list of command to run in sbatch after running srun map_size: int number of simultaneous map/array jobs allowed additional_parameters: dict Forces any parameter to a given value in sbatch. This can be useful to add parameters which are not currently available in submitit. Eg: {"mail-user": "blublu@fb.com", "mail-type": "BEGIN"} srun_args: List[str] Add each argument in the list to the srun call Raises ------ ValueError In case an erroneous keyword argument is added, a list of all eligible parameters is printed, with their default values ) nonslurmrr-rr_rbrPrQrTrarcrd@signalzY"num_gpus" is deprecated, please use "gpus_per_node" instead (overwritting with num_gpus)rMrrrLrNzP"cpus_per_gpu" requires to set "gpus_per_task" to work (and not "gpus_per_node"))rz0-r%arrayz%jz%A_%az%tr}r/errorr~z open-mode)z #!/bin/bashrz # Parametersrz# setupz--errorr3z --unbufferedz--outputrz # commandzexport SUBMITIT_EXECUTOR=slurmz # teardown )localsrrprqrHrIpoprrrstdoutstderrrArminreplaceupdaterr~_as_sbatch_flag _shlex_joinrK).r-rrrKrrrrrLrMrrNrOrPrQrrRrSrTrUrVrWrXrYrZr[r\r]r^r_r`rarrbrcrdrfkvrrrorprM stderr_flagssrun_cmds. r rrsbL H$*8>>#3[#341aq$RZIZ$!Q$#3J[199:!N;KLJx g '1nnZ&C ?##z(I hi NN& )E  F  F)S))i77 "9q=/3yBS3T2UV 7g.g.!>>$4Jx $nnT37 7&J{(/0 /E J  _Q 1 67   "i5((.rIv3F  I Ff\f\efg((Hg./  ( E "l#h.. 99U u\s H5H5H5rc^U[U5:Xa[U5S3$[US-5S3$)NGBiMB)r)rs r rrs6 Vf+b!!&4- ! $$r:rIvaluecURSS5nUSLaSU3$[R"[U55nSUSU3$)NrrTz #SBATCH --=)rrrrr)rIr}s r rtrt#sK ++c3 C }C5!! 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