Running and managing jobs (Padobran)

Introduction

To schedule and manage jobs on the Parachute computer cluster, PBS (Portable Batch System) is used, which performs job scheduling within the cluster. Its primary task is the distribution of computer tasks, i.e. batch jobs, among the available computer resources.

This document describes the use of the PBS 22.05.11 version

Running jobs

User applications (hereinafter jobs) that are started using the PBS system must be described by a start shell script (sh, bash, zsh...). Within the startup script above the standard commands, the PBS parameters are listed. These parameters can also be specified when submitting a job.

Basic job submission:

qsub my_job.pbs

Job submission with parameters:

qsub -q cpu -l walltime=10:00:00 -l select=1:ncpus=4:mem=10GB my_job.pbs

More information about qsub parameters:

qsub --help

After submitting the job, it is possible to view the standard output and error of the job that is in execution state with the commands:

qcat jobID
qcat -e jobID
qtail jobID
qtail -e jobID

Job submission

There are several ways jobs can be submitted:

by interactive submission
using a script
in an interactive session
job array

In the case of interactive submission, directly calling the qsub command will open a text editor in the terminal, through which the commands for execution are submitted:

# qsub
[korisnik@padobran:~] $ qsub
Job script will be read from standard input. Submit with CTRL+D.
echo "Hello world"

# print directory contents
[korisnik@padobran:~] $ ls -l
total 5140716
-rw-------  1 korisnik hpc          0 Jun  1 07:44 STDIN.e14571
-rw-------  1 korisnik hpc         12 Jun  1 07:44 STDIN.o14571

# print the contents of the output file
[korisnik@padobran:~] $ cat STDIN.o14571
Hello world

In the case of script submission, we can specify the commands to be executed in the input file that we submit:

# print the file hello.sh
[korisnik@padobran:~] $ cat hello.sh 
#!/bin/bash

#PBS -N hello
echo "Hello world"

# job script submission
[korisnik@padobran:~] $ qsub hello.sh

# print directory content
[korisnik@padobran:~] $ ls -l
total 5140721
-rw-------  1 korisnik hpc          0 Jun  1 07:44 STDIN.e14571
-rw-------  1 korisnik hpc         12 Jun  1 07:44 STDIN.o14571
-rw-------  1 korisnik hpc          0 Jun  1 08:02 hello.e14572
-rw-------  1 korisnik hpc         12 Jun  1 08:02 hello.o14572
-rw-r--r--  1 korisnik hpc         46 Jun  1 07:55 hello.sh

# print file content
[korisnik@padobran:~] $ cat hello.o14572 
Hello world

In the case of an interactive session, using the qsub -I option without an input script will open a terminal on the main working node within which we can run commands:

# hostname on access server
[korisnik@padobran:~] $ hostname
padobran.srce.hr

# starting interactive session
[korisnik@padobran:~] $ qsub -I -N hello-interactive
qsub: waiting for job 106.admin to start
qsub: job 106.admin ready

# hostname on the main worker node
[korisnik@node034:~] $ hostname
node034.padobran

In the case of an array of jobs, using the qsub -J X-Y[:Z] option we can submit a given number of identical jobs in the range X to Y with step Z:

# submission of job array 
[korisnik@padobran:~] $ qsub -J 1-10:2 hello.sh 
107[].admin

# print files content
[korisnik@padobran:~] $ ls -l
total 5140744
-rw-------  1 korisnik hpc          0 Jun  1 07:44 STDIN.e14571
-rw-------  1 korisnik hpc         12 Jun  1 07:44 STDIN.o14571
-rw-------  1 korisnik hpc          0 Jun  1 08:02 hello.e14572
-rw-------  1 korisnik hpc          0 Jun  1 08:21 hello.e14575.1
-rw-------  1 korisnik hpc          0 Jun  1 08:21 hello.e14575.3
-rw-------  1 korisnik hpc          0 Jun  1 08:21 hello.e14575.5
-rw-------  1 korisnik hpc          0 Jun  1 08:21 hello.e14575.7
-rw-------  1 korisnik hpc          0 Jun  1 08:21 hello.e14575.9
-rw-------  1 korisnik hpc         12 Jun  1 08:02 hello.o14572
-rw-------  1 korisnik hpc         12 Jun  1 08:21 hello.o14575.1
-rw-------  1 korisnik hpc         12 Jun  1 08:21 hello.o14575.3
-rw-------  1 korisnik hpc         12 Jun  1 08:21 hello.o14575.5
-rw-------  1 korisnik hpc         12 Jun  1 08:21 hello.o14575.7
-rw-------  1 korisnik hpc         12 Jun  1 08:21 hello.o14575.9
-rw-r--r--  1 korisnik hpc         46 Jun  1 07:55 hello.sh

Job array

This method is preferred over multiple submissions (e.g. with a for loop) because:

reduces job queue load - each job will compete for resources simultaneously with everyone else in the queue, instead of one after the other
easier management - modification of all jobs is possible by calling the main (e.g. 14575[]) or individual (e.g. 14575[3]) job identifier

The environment variables defined by PBS during their execution are:

PBS_ARRAY_INDEX - number of sub-jobs in the job array (e.g. one to nine in the example above)
PBS_ARRAY_ID - identifier of the main job field
PBS_JOBID - subjob identifier in the job field

Job description

The PBS system language is used to describe jobs, while the job description file is a standard shell script. In the header of each script, PBS parameters are listed to describe the job in detail, followed by commands to execute the desired application.

Structure of the startup script:

my_job.pbs

#!/bin/bash

#PBS -<parameter1> <value>
#PBS -<parameter2> <value>

<command>

Konkretni primjer startne skripte:

my_job.pbs

#!/bin/bash

#PBS -P test example
#PBS -e /home/my_directory
#PBS -q cpu
#PBS -l walltime=00:01:00
#PBS -l select=1:ncpus=10

module load mpi/openmpi-x86_64

mpicc --version

Osnovni PBS parametri

Opcija	Option argument	The meaning of the option
`-N`	name	Setting the job name
`-q`	destination	Specifying the job queue and/or server
`-l`	resource_list	Specifying the resources required to perform the job
`-M`	user_list	Setting up a list of mail recipients
`-m`	mail_options	Setting the email notification type
`-o`	path/to/desired/directory	Setting the name/path where standard output is saved
`-e`	path/to/desired/directory	Setting the name/path where the standard error is saved
`-j`	`oe`	Concatenation of standard output and error in the same file
-Wgroup_list	project_code	Selection of the project under which the job will be performed

Options for sending notifications by mail option -m:

a	Mail is sent when the batch system terminates the job
b	Mail is sent when the job starts executing
e	The mail is sent when the job is finished
j	Mail is sent for sub jobs. Must be combined with one or more sub-options a, b or e

Email example

#!/bin/bash

#PBS -q cpu
#PBS -l walltime=00:01:00
#PBS -l select=1:ncpus=2
#PBS -M <name>@srce.hr,<name2>@srce.hr
#PBS -m be

echo $PBS_JOBNAME > out
echo $PBS_O_HOST

Two emails were received

Job start

PBS Job Id: 110.admin
Job Name:   pbs.pbs
Begun execution

job end

PBS Job Id: 110.admin
Job Name:   pbs.pbs
Execution terminated
Exit_status=0
resources_used.cpupercent=0
resources_used.cput=00:00:00
resources_used.mem=0kb
resources_used.ncpus=2
resources_used.vmem=0kb
resources_used.walltime=00:00:01

Options for requesting resources with the -l option

-l select=3:ncpus=2	Requesting 3 chunks with 2 cores each (6 cores in total)
-l select=1:ncpus=10:mem=20GB	Requesting 1 chunk with 10 cores and 20GB of working memory
-l ngpus=2	Requesting 2 gpus
-l walltime=00:10:00	Maximum job execution time

PBS environmental variables

Name	Description
PBS_JOBID	Job identifier provided by PBS when a job is submitted. Created after executing the qsub command
PBS_JOBNAME	The name of the job provided by the user. The default name is the name of the submitted script
PBS_NODEFILE	List of work nodes, or processor cores on which the job is executed
PBS_O_WORKDIR	The working directory in which the job was submitted, i.e. in which qsub command was called
OMP_NUM_THREADS	An OpenMP variable that PBS exports to the environment, which is equal to the value of the ncpus option from the PBS script header
NCPUS	Number of cores requested. Matches the value from the ncpus option from the PBS script header
TMPDIR	Path to temporary directory

Specifying the working directory

While in PBS the path for the output and error files is specified in the directory in which they are executed, the input and output files of the program itself are loaded/saved in the $HOME directory by default. PBS does not have an option to specify the job execution in the current directory we are in, so it is necessary to change the directory manually.

If you want to switch to the directory where the script was started, after the header you have to write:

cd $PBS_O_WORKDIR

If you want to run jobs with high storage load (I/O intensive) job execution is not recommended to run from $PBS_O_WORKDIR-a but from $TMPDIR location, which will use fast storage. Read more about using fast storage and temporary results below.

Allocating resources to jobs

PBS makes it possible to define the necessary resources in several ways. The main unit for resource allocation is the so-called "Chunk" or piece of node. A chunk is defined with the select option. The number of processor cores per chunk can be defined with ncpus, the number of mpi processes with mpiprocs and the amount of working memory with mem. It is also possible to define walltime (maximum job execution time) and place (chunk allocation method by nodes).

If some of the parameters are not defined, the default value will be used:

Parameter	Default value
select	1
ncpus	1
mpiprocs	1
mem	3500 MB
walltime	48:00:00
place	pack

Memory control using cgroups

In addition to controlling processor usage, cgroups are also set to control memory consumption. This means that jobs run by the user are limited to the requested amount of memory. If the job tries to use more memory than requested in the job description, the system will terminate that job and write the following in the output error file:

Message to user when cgroups kill job due to lack of memory

-bash: line 1: PID Killed                  /var/spool/pbs/mom_priv/jobs/JOB_ID.SC
Cgroup mem limit exceeded: oom-kill:constraint=CONSTRAINT_MEMCG,nodemask=(null),cpuset=_JOB_ID,mems_allowed=0,oom_memcg=/pbs_jobs.service/jobid/JOB_ID,task_memcg=/pbs_jobs.service/jobid/JOB_ID,task=JOB_ID,pid=PID,uid=UID

For each job, this message will be slightly different, because it contains information such as UID (Unique Numeric Identification of the User), PID (Numeric Identification of the process that was killed), JOB_ID (Job ID assigned by PBS).

Dodjeljivanje po traženom chunku

Primjeri:
Korisnik traži dva chunka od kojih se svaki sastoji od 10 procesorskih jezgara i 10GB RAM-a, s time da korisnik nije specificirao na koliko čvorova već će sustav optimizirati dodijelu. U ovom slučaju korisnik će na korištenje dobiti 20 procesorskih jezgara i 20 GB radne memorije.

Primjer traženja resursa

#PBS -l select=2:ncpus=10:mem=10GB

Korisnik traži 10 chunkova od kojih se svaki sastoji od jedne procesorske jezgre i 1 GB RAM-a, ali s uvjetom na jednom čvoru, pa će korisnik dobiti ukupno 10 procesorskih jezgara i 10 GB RAM-a.

Primjer traženja resursa

#PBS -l select=10:ncpus=1:mem=1GB:place=pack

U gornjim primjerima poslovi su definirani kroz količinu chunkova, jezgara i memorije, ali sustav dozvoljava da se poslovima dodjeljuju resursi ako oni nisu zatraženi (default resursi):

Primjer traženja resursa

#PBS -l ncpus=4
#PBS -l mem=14GB

U ovom slučaju korisnik dobiva 4 procesorske jezgre i ukupno 14GB memorije na jednom chunku. Kad se poslovi opisuju bez opcije select, nije moguće "ulančavanje resursa" (odvajanje traženih resursa dvotočkom, potrebno je za svaki resurs staviti u novi red -l opciju)

Memorija

Ako definirate poslove koristeći ncpus bez opcije select, poželjno je definirati i količinu memorije, jer će u suprotnom dostupna radna memorija iznositi 3500 MB.

Spremanje privremenih rezultata

Za spremanje privremenih rezultata koji se generiraju tijekom izvođenja može se koristiti $TMPDIR direktorij umjesto $HOME direktorija. Korištenjem $TMPDIR-a iskorištava se brzo spremište (BeeGFS-fast) rezervirano za pohranu privremenih datoteka.

PBS za svaki pojedini posao kreira privremeni direktorij na adresi pohranjenoj u varijabli $TMPDIR (/beegfs-fast/scratch/<jobID>).

Privremeni direktorij se briše automatski po završetku izvođenja posla!

Primjeri korištenja

Primjer jednostavnog korištenja $TMPDIR varijable:

#!/bin/bash

#PBS -q cpu
#PBS -l walltime=00:00:05

cd $TMPDIR
pwd > test
cp test $PBS_O_WORKDIR

Primjer kopiranja ulaznih podataka u $TMPDIR, pokretanje aplikacije, i kopiranje u radni direktorij:

#!/bin/bash

#PBS -q cpu
#PBS -l walltime=00:00:05

# Stvaranja direktorija za ulazne podatke u privremenom direktoriju
mkdir -p $TMPDIR/data

# Kopirati sve potrebne inpute u privremeni direktorij
cp -r $HOME/data/* $TMPDIR/data

# Pokrenuti aplikaciju i preusmjeriti outpute u "aktualni" (privremeni) direktorij
cd $TMPDIR
<izvršna naredba aplikacije> 1>output.log 2>error.log

# Kopirati željeni output u radni direktorij
cp -r /$TMPDIR/output $PBS_O_WORKDIR

Paralelni poslovi

OpenMP paralelizacija

Ako Vaša aplikacija koristi paralelizaciju isključivo na razini OpenMP dretvi (engl. threads) i ne može se širiti van jednog radnog čvora (odnosno radi s dijeljenom memorijom), posao možete pozvati na način kako je prikazano u primjeru xTB aplikacije niže.

OpenMP aplikacije zahtjevaju definiranje varijable OMP_NUM_THREADS.

PBS sustav vodi računa o tome umjesto Vas, te joj pridružuje vrijednost varijable ncpus , definirane u zaglavlju PBS skripte.

Ako definirate poslove koristeći ncpus bez opcije select, poželjno je definirati i količinu memorije, jer će u suprotnom dostupna radna memorija iznositi 3500 MB (select x mem → 1 x 3500 MB).

#!/bin/bash

#PBS -q cpu
#PBS -l walltime=10:00:00
#PBS -l ncpus=8:mem=28GB

cd ${PBS_O_WORKDIR}

xtb C2H4BrCl.xyz --chrg 0 --uhf 0 --opt vtight

MPI paralelizacija

Ako Vaša aplikacija koristi paralelizaciju isključivo na razini MPI procesa i može se širiti van jednog radnog čvora (odnosno radi s raspodijeljenom memorijom), posao možete pozvati na način kako je prikazano u primjeru Quantum ESPRESSO aplikacije niže. Za izvođenje aplikacija koje koriste paralelizaciju MPI (ili hibridno MPI+OMP) potrebno je učitati mpi modul prije pozivanja naredbe mpiexec ili mpirun.

Vrijednost varijable select iz zaglavlja PBS skripte odgovara broju MPI procesa.

#!/bin/bash

#PBS -q cpu
#PBS -l walltime=10:00:00
#PBS -l select=16

module load mpi/openmpi-x86_64

cd ${PBS_O_WORKDIR}

mpiexec pw.x -i calcite.in

MPI + OpenMP (hibridna) paralelizacija

Ako se Vaša aplikacije može paralelizirati hibridno, odnosno dijeliti svoje MPI procese u OpenMP threadove, možete posao pozvati na način kako je prikazano u primjeru GROMACS aplikacije niže:

OpenMP aplikacije zahtijevaju definiranje varijable OMP_NUM_THREADS. PBS sustav joj automatski pridružuje vrijednost varijable ncpus , definirane u zaglavlju PBS skripte.

Vrijednost varijable select iz zaglavlja PBS skripte odgovara broju MPI procesa.

#!/bin/bash

#PBS -q cpu
#PBS -l walltime=10:00:00
#PBS -l select=8:ncpus=4:mem=14GB

module load mpi/openmpi-x86_64

cd ${PBS_O_WORKDIR}

mpiexec -d ${OMP_NUM_THREADS} --cpu-bind depth gmx mdrun -v -deffnm md

Praćenje i upravljanje izvođenja posla

Praćenje posla

Za prikaz stanja poslova koristi se PBS-ova naredba qstat. Osnovna sintaksa naredbe je:

qstat <opcije> <ID_posla>

Izvršavanjem naredbe qstat bez dodatnih opcija dobiva se ispis svih trenuthi poslova svih korisnika:

Job id            Name             User              Time Use S Queue
----------------  ---------------- ----------------  -------- - -----
111.admin         mpi+omp_s        kmrkalj           00:36:09 R cpu

Neke od korištenijih opcija su:

-E	Grupira poslove prema poslužitelju i prikazuje poslove poredane prema uzlaznom ID-u. Kada se qstat prikaže s popisom poslova, poslovi su grupirani po poslužitelju i svaka grupa je prikazana uzlaznim ID-om. Ova opcija također poboljšava performanse qstata.
-t	Prikazuje informacije o statusu za poslove, nizove poslova i podposlove.
-p	Prikaz stupca za Iskorišteno vrijeme zamjenjuje se postotkom obavljenog posla. Za posao niza ovo je postotak završenih podposlova. Za normalan posao, to je postotak iskorištenog dodijeljenog CPU vremena.
-x	Prikazuje informacije o statusu za dovršene i premještene poslove uz poslove u čekanju i pokrenute poslove.
-Q	Prikazuje status redova u standardnom formatu.
-q	Prikazuje status redova u alternativnom formatu.
-f	Prikazuje status posla u alternativnom formatu

Primjeri korištenja:

Detaljan prikaz posla:

qstat -fxw 2648

Tracejob naredba vadi i prikazuje log poruke za PBS posao po kronološkom redu.

tracejob <ID_posla>

Primjer:

$ tracejob 111

Job: 111.admin

03/30/2023 11:23:24  L    Considering job to run
03/30/2023 11:23:24  S    Job Queued at request of mhrzenja@node034, owner =
                          mhrzenja@node034, job name = mapping, queue = cpu
03/30/2023 11:23:24  S    Job Run at request of Scheduler@node034 on exec_vnode
                          (node034:ncpus=40:mem=104857600kb)
03/30/2023 11:23:24  L    Job run
03/30/2023 11:23:24  S    enqueuing into cpu, state Q hop 1
03/30/2023 11:23:56  S    Holds u set at request of mhrzenja@node034
03/30/2023 11:24:22  S    Holds u released at request of mhrzenja@node034

Upravljanje poslovima

Poslom se može upravljati i nakon pokretanja.

Dok je posao u redu čekanja, moguće je privremeno zaustaviti njegovo izvršavanje naredbom:

qhold <ID_posla>

Vraćanje natrag na red čekanja:

qrls <ID_posla>

Posao se u potpunosti zaustavlja ili miče iz reda čekanja naredbom:

qdel <ID_posla>

Za zaglavljene poslove treba koristiti prisilno zaustavljanje:

qdel -W force -x <ID_posla>

Odgađanje izvođenja

PBS pruža mogućnost izvođenja poslova u ovisnosti o drugima, što je korisno u slučajevima poput:

izvršavanje poslova ovisi o izlazu ili stanju prethodno izvršenog
aplikacija zahtijeva sekvencijalno izvođenje raznih komponenata
ispis podataka jednog posla može ugroziti izvođenje drugog

Direktiva koja omogućuje ovu funkcionalnost pri trenutnom podnošenju posla je:

qsub -W depend=<tip>:<ID_posla>[:<ID_posla>] ...

Gdje < tip> može biti:

after* - pokretanje trenutnog s obzirom na ostale
- after - izvršavanje trenutnog nakon početka izvršavanja navedenih
- afterok - izvršavanje trenutnog nakon uspješnog završetka navedenih
- afternotok - izvršavanje trenutnog nakon greške u završetku navedenih
- afterany - izvršavanje trenutnog nakon završetka navedenih
before* - pokretanje ostalih s obzirom na trenutni
- before - pokretanje navedenih nakon početka trenutnog
- beforeok - pokretanje navedenih nakon usprešnog završetka trenutnog
- beforenotok - pokretanje navedenih nakon greške u izvršavanju trenutnog
- beforeany - pokretanje navedenih nakon završetka trenutnog
on:<broj> - izvršavanje posla koji će ovisiti o naknadno navedenom broju before* tipa poslova

Posao s direktivom -W depend=... neće biti podnesen ako navedeni ID-ovi poslova ne postoje (iliti, ako nisu u redu čekanja)

Primjeri

Ako želimo da posao1 započne nakon uspješnog završetka posao0 :

[korisnik@padobran] $ qsub posao0
1000.admin

[korisnik@padobran] $ qsub -W depend=afterok:1000 posao1
1001.admin

[korisnik@padobran] $ qstat 1000 1001
Job id                 Name             User              Time Use S Queue
---------------------  ---------------- ----------------  -------- - -----
1000.admin             posao0           korisnik           00:00:00 R cpu             
1001.admin             posao1           korisnik                  0 H cpu

Ako želimo da posao0 započne tek nakon uspješnog završetka posao1 :

[korisnik@padobran] $ qsub -W depend=on:1 posao0
1002.admin
[korisnik@padobran] $ qsub -W depend=beforeok:1002 posao1
1003.admin

[korisnik@padobran] $ qstat 1002 1003
Job id                 Name             User              Time Use S Queue
---------------------  ---------------- ----------------  -------- - -----
1002.admin             posao0           korisnik                  0 H cpu             
1003.admin             posao1           korisnik           00:00:00 R cpu

Page tree

Running and managing jobs (Padobran)

Introduction

Running jobs

Job submission

Job description

Osnovni PBS parametri

PBS environmental variables

Allocating resources to jobs

Memory control using cgroups

Dodjeljivanje po traženom chunku

Spremanje privremenih rezultata

Primjeri korištenja

Paralelni poslovi

OpenMP paralelizacija

MPI paralelizacija

MPI + OpenMP (hibridna) paralelizacija

Praćenje i upravljanje izvođenja posla

Praćenje posla

Upravljanje poslovima

Odgađanje izvođenja

Primjeri