HPC/Submitting and Managing Jobs: Difference between revisions

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== Environment configuration ==
[[Image:HPC job flow.png|right|400px|thumb|Processing flow of a typical job.]]
__TOC__
== Introduction ==
To accept and run jobs, Carbon uses the [http://en.wikipedia.org/wiki/TORQUE_Resource_Manager Torque Resource Manager],
which is a variant of [http://en.wikipedia.org/wiki/Portable_Batch_System PBS].
A separate software component called a [http://en.wikipedia.org/wiki/Job_scheduler ''scheduler''] chooses the nodes and the start time for jobs according to the job parameters, resource availability, and configuration. Carbon uses the [http://www.adaptivecomputing.com/resources/docs/mwm/6-1-9/help.htm Moab Workload Manager] as scheduler. The resources used by each job (primarily the CPU time) are tracked and managed by the
[http://www.adaptivecomputing.com/resources/docs/gold/index.php Gold Allocation Manager].


=== Home dir ===
=== Job processing ===
A job consists of a [[#Job Script|job script]] and applications called therein. The figure at the top shows schematically how a typical job is processed.
Unless otherwise told, Torque will execute the job script on your behalf on the first node allocated by Moab,
in your <code>$HOME</code> directory, and typically using your login shell. It is the ''script's responsibility'' to:
* Change to a suitable working directory.
* Recognize and use the other nodes of the job.
** This is generally done by directing an [http://en.wikipedia.org/wiki/Message_Passing_Interface MPI] program to start on the nodes listed in the job's <code>$PBS_NODEFILE</code>.
** A job is perfectly free to run more than one program, such as several MPI programs in sequence.
* Set or propagate environment variables as needed to other nodes.


The users' home directories are hosted on lustre and are backed up nightly. The home directory can be reached, in standard Unix fashion using either of the two following symbols:
=== Environment variables ===
~
The handling of environment variables across the cores and nodes that a job uses varies with the capabilities and configuration choices of the various MPI implementations.
$HOME
<!-- It is recommended not to rely on defaults, but rather to make expectations and requirements explicit. -->


=== lustre sandbox ===
* Variables usually are '''propagated core-to-core''' for all processes on the first node.
* Variables usually are '''not propagated node-to-node.'''
; Consequences:
* You must [[HPC/Software/Module Setup | '''configure modules and $PATH''']] in your <code>$HOME/.bashrc</code> file to help mpirun and other mechanisms locate your programs on each compute node. Otherwise mpirun will fail as soon as more than one node is involved, either by not finding the binary itself or some of its required shared libraries, or more insidiously, using different shared libraries.
* Both the variable <code>$PBS_NODEFILE</code> and the file it points to are only available on the first node.
* To propagate (export) environment variables, use mpirun/mpiexec. However, there is no standard or quasi-standard across MPI flavors.
** [http://www.open-mpi.org/doc/v1.4/man1/mpirun.1.php#sect17 OpenMPI's mpirun] selectively exports some variables and supports the <code>-x</code> flag to export additional variables.
** Intel's mpiexec/mpiexec.hydra offer <code>-envlist ''NAME,NAME,...''</code> instead. See Sec. 2.4 in the ''Reference Manual'' at [http://software.intel.com/en-us/articles/intel-mpi-library-documentation/].


For files that need to be shared among the nodes, and are possibly large and change often, use a "sandbox" directory.
See also: [[HPC/Directories|directory layout]].
The environment variable
$SANDBOX
points to such a ''user-specific'' directory, which is shared by lustre, but ''not backed up''.
lustre is a parallel file system that allows concurrent and coherent file access at high data rates.


=== Applications ===
== Submitting and managing jobs ==
In the final configuration, we will use the [http://modules.sourceforge.net/  environment-modules] package to manage user applications.  This will be similar to places like NERSC or PNNL.  In early access mode, the CNM-specific user environment is configured automatically in <code>/etc/profile.d/cnm.{sh,csh}</code>.
=== Job Script ===
A job is described to Torque by a ''job script,'' which in most cases is a shell script containing directives for Torque.
* [[HPC/Submitting and Managing Jobs/Example Job Script | '''Example Job Script''']].


For now the only applications are the [[HPC/Carbon Cluster - Development tools| Development tools]].
=== Submission ===
To submit a job, use Torque's [http://www.adaptivecomputing.com/resources/docs/torque/4-1-4/Content/topics/commands/qsub.htm qsub] command on a login node.
  qsub [-A accountname] [options] ''jobfile''
To review qsub operation and options, consult the following:
  man qsub
  qsub --help
 
; Advanced usage:
* You ''can'' submit follow-up jobs from within a parent job script while it runs on a compute node, but it may be better to leverage [http://www.adaptivecomputing.com/resources/docs/torque/4-1-4/Content/topics/commands/qsub.htm#W job dependencies.]
* [http://www.adaptivecomputing.com/resources/docs/torque/4-1-4/Content/topics/2-jobs/requestingRes.htm Requesting Resources]
* Alternatively, use Moab's [http://www.adaptivecomputing.com/resources/docs/mwm/6-1-9/Content/commands/msub.html msub] command.


Admin note:  The master copy of these files resides in <code>mgmt{01,02}:/opt/teamhpc/node-skel/etc/profile.d</code> and is distributed by <code>~root/bin/skeldistrib</code>.
=== Queues ===
See [[HPC/Submitting and Managing Jobs/Queues and Policies | Queues and Policies]].


== Submitting jobs to Moab/Torque ==
=== Checking job status ===
Query your jobs using commands similar to those on other HPC clusters.
You can use either [http://www.adaptivecomputing.com/resources/docs/torque/4-1-4/Content/topics/12-appendices/commandsOverview.htm Torque commands]
or [http://www.adaptivecomputing.com/resources/docs/mwm/6-1-9/Content/a.gcommandoverview.html Moab commands].
Both access the same information, but through different routes, and offer different display styles.


  qsub [-A accountname] [options] ''jobfile''
To get the regular output format:
For details on options:
[http://www.adaptivecomputing.com/resources/docs/torque/4-1-4/Content/topics/commands/qstat.htm qstat] [-u $USER]
  man qsub
[http://www.adaptivecomputing.com/resources/docs/mwm/6-1-9/Content/commands/showq.html showq] [-u $USER]
  qsub --help    # sorry, not much)
To get an ''alternate'' format (e.g. showing job names):
qstat -a [-u $USER]
showq -n [-u $USER]
You can always use <code>-u $USER</code> to show only your jobs.


We currently have only the <code>default</code> queue configured.
==== Getting extra information ====
Show the nodes where a job runs:
qstat -n [-1] ''jobnum''
Give ''full'' information such as submit arguments and run directories, and do not wrap long lines ("-1" is the digit "one"):
qstat -f [''jobnum''] [-1]
To diagnose problems with "stuck" jobs, use the <code>-s</code> option, or simply Moab's [http://www.adaptivecomputing.com/resources/docs/mwm/6-1-9/Content/commands/checkjob.html checkjob] command. The last few lines of output give ''past events'' of the job and its current status.
qstat -s ''jobnum''
checkjob -v ''jobnum''
To get estimates on when your job might start:
showstart [-e all] ''jobnum''


More details at the  
==== Peeking at job output files ====
[http://www.clusterresources.com/wiki/doku.php?id=torque:torque_wiki Torque Wiki], in particular
Each job has associated stdin and stderr streams which are gathered on its first node and are copied back only at job end time, according to the <code>#PBS</code> directives -e, -o, or -j [eo|oe]. If the user does explicitly capture any output in the script (using shell redirections <code>"&gt;"</code>) it can be difficult to assess a job's progress.
the [http://www.clusterresources.com/wiki/doku.php?id=torque:commands:qsub full qsub documentation] for all supported PBS options.


== Querying jobs ==
To inspect these streams ''while the job is running'', and also to review a job's script, use the <code>qpeek</code> command:
qpeek ''jobnum''
qpeek -eo ''jobnum''
qpeek -s ''jobnum''
Read its manual page for full documentation:
qpeek --man
This command is a Carbon re-implementation of a Torque "contrib" script.


Use the command [http://www.clusterresources.com/torquedocs21/commands/qstat.shtml qstat] (from PBS) or [http://www.clusterresources.com/products/mwm/moabdocs/commands/showq.shtml showq] (from [http://www.clusterresources.com/products/mwm/moabdocs/a.gcommandoverview.shtml Moab]):
To inspect a job's processes running on its compute nodes:
qpeek -p ''jobnum''


; qstat:
=== Changing jobs after submission ===
; showq: regular output
Use <code>[http://www.adaptivecomputing.com/resources/docs/torque/4-1-4/Content/topics/commands/qalter.htm qalter]</code> to modify attributes of a job.
; qstat -a:
Only attributes specified on the command line will be changed.
; showq -n: ''alternate'' format (showing names)
If any of the specified attributes cannot  be modified for any reason, ''none'' of that job's attributes will be modified.
; qstat -f: ''full'' information
qalter [-l ''resource''] […] ''jobnumber''
; checkjob [-v] ''jobnum'': get extended jobs status information – useful to diagnose problems with "stuck" jobs.
qalter -A ''accountspec'' ''jobnumber''
* Most attributes can be changed only ''before'' the job starts. Others, notably [http://www.adaptivecomputing.com/resources/docs/torque/4-1-4/Content/topics/commands/qsub.htm#-m mail options] and [http://www.adaptivecomputing.com/resources/docs/torque/4-1-4/Content/topics/commands/qsub.htm#-W job dependencies] can be meaningfully adjusted after start.


== Removing jobs ==
; Advanced usage:
* ''Extending'' the <code>walltime</code> resource of an already running job requires Torque administrator permission. You yourself can extend prior to running, and shorten always.  '''Warning:''' In either case, the new <code>walltime</code> limit will be measured from start, not as remaining time. If a new walltime limit is shorter than the elapsed time, the job will be killed right away.
* You cannot modify the job script itself after submission. You will have to remove and resubmit the job.
Contact me ([[User:Stern|stern]]) to arrange for interventions.


=== Removing jobs ===
To retract a queued job or kill an already running job:
   qdel ''jobnumber''
   qdel ''jobnumber''
[http://www.adaptivecomputing.com/resources/docs/torque/4-1-4/Content/topics/12-appendices/prologueAndEpliogueScripts.htm Torque epilogue scripts] will immediately remove remaining user processes and user files from the used compute nodes upon job termination, be it natural or after qdel.


== Example job file ==
== Declaring that a job requires licenses ==
A job that is to run software that requires a commercial license must declare such to the job scheduler (software that decides when and on which nodes the job could start).
The job scheduler monitors known licenses for availability, and so will know which and how many licenses are available at any given time.


* sample job file for Infiniband interconnect (recommended):
'''Note:''' License availability checks do not happen instantaneously but rather by polling, roughly once every minute.
<pre>
: This means that if you or another user happen to start a license-consuming application after the last check but before the relevant newly started job tries to access the same license, that job will terminate with a license failure.
#!/bin/bash
 
=== One license type ===
To request a single license token of a single type, use a <code>gres</code> ("general resource") directive:
#PBS -l '''gres'''=''license_name''
To request several tokens of a type, place either a <code>:</code> or <code>+</code> as separator, followed by the number of tokens required:
#PBS -l '''gres'''=''license_name:count''
 
For compatibility, the resource type <code>software</code> is accepted, but ''not for multiple types'' of licenses.
#PBS -l '''software'''=''license_name''
#or
#PBS -l '''software'''=''license_name:count''


##  Basics: Number of nodes, processors per node (ppn), and walltime (hhh:mm:ss)
=== Several license types ===
#PBS -l nodes=5:ppn=8
To request several different licenses, use <code>gres</code> with list of license tokens and their optional counts separated by <code><font color="#1A1">'''%'''</font></code>:
#PBS -l walltime=0:10:00
#PBS -l gres=''license1_name''<font color="#1A1">'''%'''</font>''license2_name''
#PBS -N job_name
#PBS -l gres=''license1_name:count1''<font color="#1A1">'''%'''</font>''license2_name''
#PBS -A account


## redirect stdout and stderr
The <code>software</code> resource ''cannot'' request multiple license types.
#PBS -o job.out
(If several <code>software</code> resources are requested, only the ''last one'' would be active.)
#PBS -e job.err


## send mail at begin, end, abort, or never (b, e, a, n)
== Interactive node access ==
#PBS -m ea
There are two ways to interactively access nodes:
* Requesting an interactive job
qsub -I [-l nodes=…]
: This is a special Torque job submission that will wait for the requested nodes to become available, and then you will be dropped into a login shell on the first core of the first node. $PBS_NODEFILE is set as in regular (non-interactive) jobs.
* Side-access a node that already runs a job, such as to debug or inspect running processes or node-local files.
: You can use <code>ssh</code> to interactively access any compute node on which a job of yours is running (use <code>qsub -n ''jobnum''</code> to find out the node names). As soon as a node no longer runs at least ''one'' of your jobs, your ssh session to that node will be terminated. You may find the following commands helpful:
/usr/sbin/lsof -u $USER
/usr/sbin/lsof -c ''command_name''
/usr/sbin/lsof -p ''pid''
: - '''l'''i'''s'''t '''o'''pen '''f'''iles; [http://linux.die.net/man/8/lsof man page.]
ps -fu $USER
: - list your own processes.
psuser
: - a Carbon-specific wrapper for [http://linux.die.net/man/1/ps ps] to list user-only processes (yours and other regular users', excluding system processes).


# change directory
== Job notification mails ==
cd $PBS_O_WORKDIR
You can request a notification message to be sent to you when a job begins, ends, or aborts. The message is rather terse and looks like this:
'''Subject:''' PBS Job 281399.sched1.carboncluster
PBS Job Id: 281399.sched1.carboncluster
Job Name:  test.job
Exec host:  n103/0
Execution terminated
Exit_status=0
resources_used.cput=00:03:00
resources_used.mem=123kb
resources_used.vmem=240kb
resources_used.walltime=00:03:04


# set $NPROCS to the count of allocated cores
In the above, Exit_status=0 reflects the shell exit status, where 0 means success.
NPROCS=`wc -l < $PBS_NODEFILE`


# Verbose info, may be removed
The following means your job was terminated because it ran beyond its allocated walltime:
cat << END_INFO
Exit_status=271
master node: `hostname`
: The shell exit status is this number mod 256, in this case <code>271 % 256 = 15</code>, corresonding to <code>SIGTERM</code>.
working directory: `pwd`
nodes file: $PBS_NODEFILE
number of processes: $NPROCS
process list: `cat $PBS_NODEFILE`
END_INFO


== Recording where a job ran ==
The [[#Job notification mails]] explained above do not include $PBS_O_WORKDIR. You will have to arrange for yourself to record that information.
One way to do that would be to simply record all job numbers and their working directories at the beginning of each job:
<source lang="bash">
#!/bin/bash
#PBS -l nodes=…
#PBS -l walltime=…
#PBS -m bea


# start MPI job over Infiniband transport
cd $PBS_O_WORKDIR
mpirun -machinefile $PBS_NODEFILE -np $NPROCS \
echo $PBS_JOBID $PWD >> $HOME/jobdirs
        programname
</pre>
OpenIB is the default (and fast) interconnect mechanism. This is done using the environment variable <code>$OMPI_MCA_btl<code>.


* To select ethernet transport (e.g. for ''embarrasingly parallel'' jobs), specify an <code>-mca</code> option:
<pre>
</source>
mpirun -machinefile $PBS_NODEFILE -np $NPROCS \
To query a job's directory, run:
-mca btl self,tcp \
grep ''jobnumber'' ~/jobdirs
        programname
</pre>


=== The ''account'' parameter ===
== Sending mail while a job is running ==
The parameter for option <code>-A account</code> is in most cases the CNM proposal, specified as follows:
It may be useful to have a job automatically "phone home" sometime after it started.
; <code>cnm123</code>: (3 digits) for proposals below 1000
This can be accomplished at job submission time by arranging a mail to be sent, using a few added commands in the job script.
; <code>cnm01234</code>: (5 digits, 0-padded) for proposals from 1000 onwards.
; <code>user</code>: for a limited personal startup allocation
; <code>staff</code>: for discretionary access by staff.


You can check your account balance in hours as follows:
<syntaxhighlight lang="bash">
mybalance -h
#!/bin/bash
gbalance -u $USER -h
#PBS …


=== Using OpenMP ===
cd $PBS_O_WORKDIR
For [http://www.google.com/search?hl=en&rls=en-us&q=MPI+OpenMP hybrid MPI/OpenMP] operation under PBS (which is what happens when linking the MKL with OpenMP), two adjustments are necessary:
# The environment variable <code> OMP_NUM_THREADS</code> needs to be set to the number of available cores per node, i.e., the ''ppn'' parameter.  By default, this variable is set to 1 to select single-threading of OpenMP-compiled applications.
# The machinefile needs to be thinned out in the job file, to have each node listed only once.


==== Example ====
# arrange notification mail
#!/bin/bash
(
#PBS -l nodes=''nnn'':ppn=8
    sleep 600 # time offset parameter, in seconds
...
    tail -20 somefile.out | mailx -s "$PBS_JOBID: partial log" $USER
MACHINEFILE=$PBS_NODEFILE
) &
...
if [ ''multithreaded'' ]            # insert specific condition
then
    sort -u $MACHINEFILE > machinefile
    MACHINEFILE=machinefile
    export OMP_NUM_THREADS=8
fi
...
NPROC=`wc -l &lt; $MACHINEFILE`
...
Hybrid MPI+OpenMP is currently unsupported and may well be less efficient than compiling and running with MPI-only communication.
<!--
The default <code>mpirun</code> from Open MPI [http://www.open-mpi.org/faq/?category=tm#tm-run-jobs should recognize <code>$PBS_NODEFILE</code>],
so you can omit the <code>-machinefile</code> and <code>-np</code> options if you wish.  (May not actually work. --[[User:Stern|stern]])
-->


=== Policies ===
# main work here
</syntaxhighlight>


* Direct user access to nodes is only possible ''while a job is running for that user''. This is governed by the torque-pam package.
Explanation:
* The commands inside <code>( … ) &</code> run in a background track aside the main work.
* The first command, <code>sleep</code>, delays further action (in this track only) by the specified time in seconds.
** To emphasize minutes, write <code>sleep $(( 10 * 60 ))</code> .
** To set the time relative to the walltime limit, leverage the <code>$PBS_WALLTIME</code> variable, e.g. as in <code>sleep $(( PBS_WALLTIME - ( ''minutes'' * 60 ) )).</code>
* The <code>tail</code> command is a stand-in for any inspection command you might want to run. An even simpler command could be <code>ls -lt</code>. You could also use several commands enclosed by parentheses, <code>( cmd1; cmd2; ... )</code>, to construct a more elaborate mail body.
* The <code>mailx</code> command, following the pipe symbol <code>|</code>, reads the output of your inspection command and sends you a mail with the subject specified by the <code>-s</code> option.
* If the main part of the job finishes before the pre-mail sleep is over no mail will be sent.


Note: The Moab scheduler also supports [http://www.adaptivecomputing.com/resources/docs/mwm/6-1-9/Content/topics/triggers/triggersIndex.html triggers], but they run in a different environment, not on an allocated node.


[[Category:HPC|Getting Started]]
[[Category:HPC|Getting Started]]

Latest revision as of 21:10, May 12, 2023

Processing flow of a typical job.

Introduction

To accept and run jobs, Carbon uses the Torque Resource Manager, which is a variant of PBS. A separate software component called a scheduler chooses the nodes and the start time for jobs according to the job parameters, resource availability, and configuration. Carbon uses the Moab Workload Manager as scheduler. The resources used by each job (primarily the CPU time) are tracked and managed by the Gold Allocation Manager.

Job processing

A job consists of a job script and applications called therein. The figure at the top shows schematically how a typical job is processed. Unless otherwise told, Torque will execute the job script on your behalf on the first node allocated by Moab, in your $HOME directory, and typically using your login shell. It is the script's responsibility to:

  • Change to a suitable working directory.
  • Recognize and use the other nodes of the job.
    • This is generally done by directing an MPI program to start on the nodes listed in the job's $PBS_NODEFILE.
    • A job is perfectly free to run more than one program, such as several MPI programs in sequence.
  • Set or propagate environment variables as needed to other nodes.

Environment variables

The handling of environment variables across the cores and nodes that a job uses varies with the capabilities and configuration choices of the various MPI implementations.

  • Variables usually are propagated core-to-core for all processes on the first node.
  • Variables usually are not propagated node-to-node.
Consequences
  • You must configure modules and $PATH in your $HOME/.bashrc file to help mpirun and other mechanisms locate your programs on each compute node. Otherwise mpirun will fail as soon as more than one node is involved, either by not finding the binary itself or some of its required shared libraries, or more insidiously, using different shared libraries.
  • Both the variable $PBS_NODEFILE and the file it points to are only available on the first node.
  • To propagate (export) environment variables, use mpirun/mpiexec. However, there is no standard or quasi-standard across MPI flavors.
    • OpenMPI's mpirun selectively exports some variables and supports the -x flag to export additional variables.
    • Intel's mpiexec/mpiexec.hydra offer -envlist NAME,NAME,... instead. See Sec. 2.4 in the Reference Manual at [1].

See also: directory layout.

Submitting and managing jobs

Job Script

A job is described to Torque by a job script, which in most cases is a shell script containing directives for Torque.

Submission

To submit a job, use Torque's qsub command on a login node.

 qsub [-A accountname] [options] jobfile

To review qsub operation and options, consult the following:

 man qsub
 qsub --help
Advanced usage
  • You can submit follow-up jobs from within a parent job script while it runs on a compute node, but it may be better to leverage job dependencies.
  • Requesting Resources
  • Alternatively, use Moab's msub command.

Queues

See Queues and Policies.

Checking job status

Query your jobs using commands similar to those on other HPC clusters. You can use either Torque commands or Moab commands. Both access the same information, but through different routes, and offer different display styles.

To get the regular output format:

qstat [-u $USER]
showq [-u $USER]

To get an alternate format (e.g. showing job names):

qstat -a [-u $USER]
showq -n [-u $USER]

You can always use -u $USER to show only your jobs.

Getting extra information

Show the nodes where a job runs:

qstat -n [-1] jobnum

Give full information such as submit arguments and run directories, and do not wrap long lines ("-1" is the digit "one"):

qstat -f [jobnum] [-1]

To diagnose problems with "stuck" jobs, use the -s option, or simply Moab's checkjob command. The last few lines of output give past events of the job and its current status.

qstat -s jobnum
checkjob -v jobnum

To get estimates on when your job might start:

showstart [-e all] jobnum

Peeking at job output files

Each job has associated stdin and stderr streams which are gathered on its first node and are copied back only at job end time, according to the #PBS directives -e, -o, or -j [eo|oe]. If the user does explicitly capture any output in the script (using shell redirections ">") it can be difficult to assess a job's progress.

To inspect these streams while the job is running, and also to review a job's script, use the qpeek command:

qpeek jobnum
qpeek -eo jobnum
qpeek -s jobnum

Read its manual page for full documentation:

qpeek --man

This command is a Carbon re-implementation of a Torque "contrib" script.

To inspect a job's processes running on its compute nodes:

qpeek -p jobnum

Changing jobs after submission

Use qalter to modify attributes of a job. Only attributes specified on the command line will be changed. If any of the specified attributes cannot be modified for any reason, none of that job's attributes will be modified.

qalter [-l resource] […] jobnumber …
qalter -A accountspec jobnumber
  • Most attributes can be changed only before the job starts. Others, notably mail options and job dependencies can be meaningfully adjusted after start.
Advanced usage
  • Extending the walltime resource of an already running job requires Torque administrator permission. You yourself can extend prior to running, and shorten always. Warning: In either case, the new walltime limit will be measured from start, not as remaining time. If a new walltime limit is shorter than the elapsed time, the job will be killed right away.
  • You cannot modify the job script itself after submission. You will have to remove and resubmit the job.

Contact me (stern) to arrange for interventions.

Removing jobs

To retract a queued job or kill an already running job:

 qdel jobnumber

Torque epilogue scripts will immediately remove remaining user processes and user files from the used compute nodes upon job termination, be it natural or after qdel.

Declaring that a job requires licenses

A job that is to run software that requires a commercial license must declare such to the job scheduler (software that decides when and on which nodes the job could start). The job scheduler monitors known licenses for availability, and so will know which and how many licenses are available at any given time.

Note: License availability checks do not happen instantaneously but rather by polling, roughly once every minute.

This means that if you or another user happen to start a license-consuming application after the last check but before the relevant newly started job tries to access the same license, that job will terminate with a license failure.

One license type

To request a single license token of a single type, use a gres ("general resource") directive:

#PBS -l gres=license_name

To request several tokens of a type, place either a : or + as separator, followed by the number of tokens required:

#PBS -l gres=license_name:count

For compatibility, the resource type software is accepted, but not for multiple types of licenses.

#PBS -l software=license_name
#or
#PBS -l software=license_name:count

Several license types

To request several different licenses, use gres with list of license tokens and their optional counts separated by %:

#PBS -l gres=license1_name%license2_name
#PBS -l gres=license1_name:count1%license2_name

The software resource cannot request multiple license types. (If several software resources are requested, only the last one would be active.)

Interactive node access

There are two ways to interactively access nodes:

  • Requesting an interactive job
qsub -I [-l nodes=…]
This is a special Torque job submission that will wait for the requested nodes to become available, and then you will be dropped into a login shell on the first core of the first node. $PBS_NODEFILE is set as in regular (non-interactive) jobs.
  • Side-access a node that already runs a job, such as to debug or inspect running processes or node-local files.
You can use ssh to interactively access any compute node on which a job of yours is running (use qsub -n jobnum to find out the node names). As soon as a node no longer runs at least one of your jobs, your ssh session to that node will be terminated. You may find the following commands helpful:
/usr/sbin/lsof -u $USER
/usr/sbin/lsof -c command_name
/usr/sbin/lsof -p pid
- list open files; man page.
ps -fu $USER
- list your own processes.
psuser
- a Carbon-specific wrapper for ps to list user-only processes (yours and other regular users', excluding system processes).

Job notification mails

You can request a notification message to be sent to you when a job begins, ends, or aborts. The message is rather terse and looks like this:

Subject: PBS Job 281399.sched1.carboncluster

PBS Job Id: 281399.sched1.carboncluster
Job Name:   test.job
Exec host:  n103/0
Execution terminated
Exit_status=0
resources_used.cput=00:03:00
resources_used.mem=123kb
resources_used.vmem=240kb
resources_used.walltime=00:03:04

In the above, Exit_status=0 reflects the shell exit status, where 0 means success.

The following means your job was terminated because it ran beyond its allocated walltime:

Exit_status=271
The shell exit status is this number mod 256, in this case 271 % 256 = 15, corresonding to SIGTERM.

Recording where a job ran

The #Job notification mails explained above do not include $PBS_O_WORKDIR. You will have to arrange for yourself to record that information. One way to do that would be to simply record all job numbers and their working directories at the beginning of each job:

#!/bin/bash
#PBS -l nodes=…
#PBS -l walltime=…
#PBS -m bea

cd $PBS_O_WORKDIR
echo $PBS_JOBID $PWD >> $HOME/jobdirs

…

To query a job's directory, run:

grep jobnumber ~/jobdirs

Sending mail while a job is running

It may be useful to have a job automatically "phone home" sometime after it started. This can be accomplished at job submission time by arranging a mail to be sent, using a few added commands in the job script.

#!/bin/bash
#PBS …

cd $PBS_O_WORKDIR

# arrange notification mail
(
    sleep 600	# time offset parameter, in seconds
    tail -20 somefile.out | mailx -s "$PBS_JOBID: partial log" $USER
) &

# main work here

Explanation:

  • The commands inside ( … ) & run in a background track aside the main work.
  • The first command, sleep, delays further action (in this track only) by the specified time in seconds.
    • To emphasize minutes, write sleep $(( 10 * 60 )) .
    • To set the time relative to the walltime limit, leverage the $PBS_WALLTIME variable, e.g. as in sleep $(( PBS_WALLTIME - ( minutes * 60 ) )).
  • The tail command is a stand-in for any inspection command you might want to run. An even simpler command could be ls -lt. You could also use several commands enclosed by parentheses, ( cmd1; cmd2; ... ), to construct a more elaborate mail body.
  • The mailx command, following the pipe symbol |, reads the output of your inspection command and sends you a mail with the subject specified by the -s option.
  • If the main part of the job finishes before the pre-mail sleep is over no mail will be sent.

Note: The Moab scheduler also supports triggers, but they run in a different environment, not on an allocated node.