# General FAQs about the Supercomputer Systems

How can Intel MPI be tuned for the JURECA InfiniBand network?

By default, Intel MPI uses uDAPL (Direct Access Programming Library) for inter-node MPI communication via the InfiniBand fabric. In many cases better performance can be achieved with the low-level OFED libibverbs library. In order to select the ofa fabric for Intel MPI inter-node communication, export the following environment variable in your job script or salloc session:

 export I_MPI_FABRIC=shm:ofa
How can a compute node in an active allocation be accessed?

In order to obtain a shell on a compute node on which a job is currently running the following command can be used.

 srun -n 1 -N 1 --jobid -r --cpu_bind=none --gres=gpu:0 --pty /bin/bash -i

Here, <jobid> must be replaced with the id of the allocated job and <rel. node number> specifies the relative node number (starting at zero) within the nodes allocated to the job.

# Error Messages on JURECA

What does the error message "vsetenv ... failed" mean?

The warning message

 Note: Max supported value for env var is 4095 vsetenv ... failed

is generated by the InfiniBand driver userspace library when an environment variable exceeds the limit of 4095 characters. This warning has no effect on the running job and can safely be ignored until a fix is available.

# General FAQs about the Supercomputer Systems

How to generate and upload ssh keys?

In order to access the JSC computer systems you need to generate a SSH key pair. This pair consists of a public and a private part.

How to share files by using ACLs?

Linux file permission define the access rights to read, write or execute (rwx) files and directory but is limited to one user, one group and all others. ACLs (Access Control Lists) allows a more fine-grained assignment of access rights. The owner of a file/directory can define specific rights for other users and groups.

## Linux commands to manage ACLs

- command to list ACLs of a file/directory:

getfacl <file/directory>

- Give user john1 read and write control to file example.txt. Also give user lucy1 the right to read this file:

setfacl -m u:john1:rw example.txt
setfacl -m u:jim1:r example.txt

# file: example.txt
# owner: smith1
# group: cjsc
user::rw-
user:john1:rw-
user:lucy1:r--
group::---
mask::rw-
other::---

- remove user john1 ACLs on example.txt:

setfacl -x u:john1 example.txt

# file: example.txt
# owner: smith1
# group: cjsc
user::rw-
user:lucy1:r--
group::---
mask::rw-
other::---

- Allow users from group zam change to directory share:

setfacl -m g:zam:x share/

# file: share
# owner: smith1
# group: cjsc
user::rwx
group::---
group:zam:--x
mask::rw-
other::---

- remove all ACLs from directory share::

setfacl -b share

# file: share
# owner: smith1
# group: cjsc
user::rwx
group::---
other::---

Further information (e.g. set ACLs recursively, setting default ACLs, inherit ACLs, ...) can be found in the manual pages.

## Which files have an access control list?

The command

ls -l

will show a "+" for every file that has ACL set, eg.

drwx------+ 2 john1 cjsc 32768 Feb 21 09:25 share

How to restore files?

# How to restore user or project data

All files within the compute project directories ($PROJECT) are automatically backed up by TSM (Tivoli Storage Manager) function. To restore a file, use adsmback -type=project & on JUDAC. This command grants access to the correct backup data of the project repository. Follow the GUI by selecting:  Restore -> View -> Display active/inactive files  File level -> p> project -> group -> ...  Select files or directories to restore  Press [Restore] button If the data should be restored to original location then choose within the Restore Destination window • Original location Otherwise select: • Following location + <path> + Restore complete path ##$FASTDATA - Data project repository (bandwidth optimized)

The files within the data project directories ($FASTDATA) are not externally backed up to tape. Instead, an internal backup based on the snapshot feature from the file system (GPFS) is offered. The difference between the TSM backup and the snapshot based backup is, that TSM act on file changes while snapshots save the state at a certain point in time. Right now the following snapshots are configured:  daily backup last day today, just after midnight weekly backup last week every Sunday, just after midnight monthly backup last three retention every 1st day of month, just after midnight The snapshots can be found in a special subdirectory of the project repository. Go to cd$FASTDATA/.snapshots

and list contents

/p/fastdata/jsc/.snapshots> ls
daily-20181129
daily-20181130
daily-20181203
weekly-20181118
weekly-20181125
weekly-20181202
monthly-20181001
monthly-20181101
monthly-20181201

In the subdirectory <type>-<YYYYMMDD> the file version which was valid at date DD.MM.YYYY can be retrieved using the same path as the actual file is placed in the $FASTDATA repository. Due to the fact that the snapshot is part of the file system, the data restore can be performed on any system where it is mounted. ##$DATA - Data project repository (large capacity)

The files within the data project directories ($DATA) are not externally backed up to tape. Instead, an internal backup based on the snapshot feature from the file system (GPFS) is offered. The difference between the TSM backup and the snapshot based backup is, that TSM act on file changes while snapshots save the state at a certain point in time. Right now the following snapshots are configured:  daily backup last three retention today, just after midnight weekly backup last three retention every Sunday, just after midnight monthly backup last three retention every 1st day of month, just after midnight The snapshots can be found in a special subdirectory of the project repository. Go to cd$DATA/.snapshots

and list contents

/p/largedata/jsc> ls
daily-20181129
daily-20181130
daily-20181203
weekly-20181118
weekly-20181125
weekly-20181202
monthly-20181001
monthly-20181101
monthly-20181201

In the subdirectory <type>-<YYYYMMDD> the file version which was valid at date DD.MM.YYYY can be retrieved using the same path as the actual file is placed in the $DATA repository. Due to the fact that the snapshot is part of the file system, the data restore can be performed on any system where it is mounted. ##$ARCHIVE - The Archive data repository

All files within the user's archive directory ($ARCHIVE) for long term storage are automatically backed up by TSM (Tivoli Storage Manager) function. To restore a file, use adsmback [-type=archive] & on JUDAC. This command grants access to the correct backup data of the project's assigned archive directory. Follow the GUI by selecting:  Restore -> View -> Display active/inactive files  File level -> archX -> group -> ...  Select files or directories to restore  Press [Restore] button If the data should be restored to original location then choose within the Restore Destination window: • Original location Otherwise select • Following location + <path> + Restore complete path How can I recall migrated data? Normally migrated files are automatically recalled from TSM-HSM tape storage when the file is accessed on the login nodes of the HPC systems (e.g. JUWELS, JURECA, ...) or the Data Access System (JUDAC). For an explicit recall the native TSM-HSM command dsmrecall is not available. Please use tail <filename> or: head <filename> to start the recall process. These commands will not change any file attribute and the migrated version of the file as well as the backup version stay valid. It is strongly recommended NOT to use touch <filename> because this changes the timestamp of the file, so a new backup copy must be created and the file has to be migrated again. These are two additional processes that waste compute resources, if the file is used read only by further processing. How to modify the users's environment. When users login on an frontend node using the secure shell software a shell will be started and a set of environment variables will be exported. These are defined in system profiles. Each user can add/modify his environment by using his own profiles in his$HOME directory.

In the Jülich setup there will be a separate $HOME directory for each HPC system. Which means that the environment differs between JUWELS, JURECA; JUDAC; ... and also the user can modify his own profiles for each system separately. Therefore a skeleton .bash_profile and .bashrc are placed in each$HOME directory when a user is joined to any HPC system.

.bash_profile:
# **************************************************
# bash environment file in $HOME # Please see: # http://www.fz-juelich.de/ias/jsc/EN/Expertise/D... # for more information and possible modifications... # ************************************************** # Get the aliases and functions: Copied from Cent... if [ -f ~/.bashrc ]; then . ~/.bashrc fi export PS1="[\u@\h \W]\$ "

.bashrc:
# **************************************************
# bash environment file in $HOME # Please see: # http://www.fz-juelich.de/ias/jsc/EN/Expertise/D... # for more information and possible modifications... # ************************************************** # Source global definitions: Copied from CentOS 7... if [ -f /etc/bashrc ]; then . /etc/bashrc fi Separate$HOME directory for each HPC system

E.g. on JUDAC user graf1 will see $HOME="/p/home/jusers/graf1/JUDAC". The profiles located here were used for login. Only the shared folder (link) points always to the same directory /p/home/jusers/graf1/shared. Most side dependend variables are set automatically by the jutil env init command (system profile). The user can set the right core variables ($PROJECT, $ARCHIVE, ...) by using jutil env activate -p <project> For more information look at the jutil command usage. How to make the currently enabled budget visible: If a user has to change his budget account during a login session it might be helpful to see the currently set budget account in his prompt to be sure to work on the correct budget.Therefore one should replace the current "export PS!=..." line in .bash_profile by: prompt() { PS1="[${BUDGET_ACCOUNTS:-\u}@\h \W]\$" } PROMPT_COMMAND=prompt This results in the following behaviour: [user1@juwels07 ~]$ jutil env activate -p chpsadm
[hpsadm@juwels07 ~]$jutil env activate -p cslfse [slfse@juwels07 ~]$

What data quotas do exist and how to list usage?

For all data repositories the disk quota managing is enabled. The values are set to default values (defined by JSC) or depend on special requirements by the projects.

Default data quota per user/project within GPFS file systems

File System

Disk Space

Number of Files

Soft LimitHard Limit Soft LimitHard Limit
$HOME10 GB11 GB40.00044.000$SCRATCH90 TB95 TB4 Mio4.4 Mio
$PROJECT16 TB17TB3 Mio3.1 Mio$FASTDATAas granted to projectsoft limit + up to 10% additional as granted to projectsoft limit + up to 10% additional
$DATAas granted to projectsoft limit + up to 10% additionalas granted to projectsoft limit + up to 10% additional$ARCHIVEas granted to projectsoft limit + up to 10% additionalas granted to projectsoft limit + up to 10% additional

File size limit

Although the file size limit on operation system level e.g. at JUWELS or JURECA is set to unlimited (ulimit -f) the maximum file size can only be the GPFS group quota limit for the corresponding file system. The actual limits can be listed by jutil.

List data quota and usage by project or user

Members of a group/project can display the hard limits, quotas (soft limit) and usage by each user of the project using the jutil command.

jutil project dataquota -p <project name>

The quota information for the users are updated every 8 hours.

Recommendation for users with a lot of small files

Users with applications that create a lot of relatively small files should reorganize the data by collecting these files within tar-archives using the

tar -cvf archive-filename ...

command. The problem is really the number of files (inodes) that have to be managed by the underlying operating system and not the space they occupy in total. On the other hand please keep in mind the recommendations under File size limit.

How to avoid multiple SSH connections on data transfer?

When transferring multiple files, it can be problematic to use a separate SSH connection for each transfer operation. The network firewall can block a large amount of independent simultaneous SSH connections. There are different options to avoid multiple SSH connections:

Use rsync or use scp with multiple files:

rsync -avhzP local_folder/ username@host:remote_folder

rsync only copies new or changed files, this will reserve transfer bandwith.

scp -r local_folder/ username@host:remote_folder

will copy local_folder recursively

Use tar-container to transfer less files

Creating a tar file and transfer it can be much faster compared to transferring all files separately:

tar -cf tar.file local_folder

The tar file creation, transmission and extraction process can also be done on the fly:

tar -c local_folder/ | ssh username@host \
'cd remote_folder; tar -x'

Use shared SSH connection

Shared SSH connections allow usage of the same connection multiple times:

Open master connection:

ssh -M -S /tmp/ssh_mux_%h_%p_%r username@host

Reuse connection:

ssh -S /tmp/ssh_mux_%h_%p_%r username@host

A shared connection can also be used when using scp:

scp -o 'ControlPath /tmp/ssh_mux_%h_%p_%r' \
local_folder username@host:remote_folder

How to ensure correct group ID for Your project data?

In our usage model all compute and data projects get a dedicated data repository in our global parallel file systems. The files stored into this directory belongs to the project. Therefore all files and sub-directory have to belong to project's UNIX group. To ensure that all data automatically belongs to this group the project directory has the setGID bit in place. New files will inherit the project UNIX group by default and sub-directories will get the setGID bit, too. But users can overrule this default behavior (willingly or by accident).

To fix wrong group ownership on your files use

chown :<group> <target_file>
chown :zam /p/arch/zam/calculation/output.txt

If you have a complete directory to fix use the recursive option:

chown -R -h :zam /p/arch/zam/calculation

On $ARCHIVE the quota usage is calculated on UNIX group base. Therefore nightly a recursive chown is performed on each project directory to apply the corresponding project group. If the setGID bit is missing on a directory use chmod g+s <target directory> chmod g+s /p/arch/zam/calculation If the setGID bit is missing in a complete directory tree, use find to fix it for all sub-directories: find /p/arch/zam/calculation -type d -exec chmod g+s {} \; What file system to use for different data? In multiple GPFS file systems for different types of user data. Each file system has its own data policies. •$HOME
Acts as repository for the user’s personal data like the SSH key. There is a separate HOME folder for each HPC system and a shared folder which pointed on all systems to the same directory. Data within $HOME are backed up by TSM, see also •$SCRATCH
Is bound to a compute project and acts as a temporary storage location with high I/O bandwidth. If the application is able to handle large files and I/O demands, $SCRATCH is the right file system to place them. Data within$SCRATCH is not backed up and daily cleanup is done.

• Normal files older than 90 days will be purged automatically. In reality modification and access date will be taken into account, but for performance reasons access date is not set automatically by the system but can be set by the user explicitly with
touch -a <filename>.
Time stamps that are recorded with files can be easily listed by
stat <filename>.
• Empty directories, as they will arise amongst others due to deletion of old files, will be deleted after 3 days. This applies also to trees of empty directories which will be deleted recursively from bottom to top in one step.
• $PROJECT Data repository for a compute project. It's lifetime is bound to the project lifetime. Data are backed up by TSM. •$FASTDATA
Belongs to a data project. This file system is bandwidth optimized (similar to $SCRATCH), but data are persistent and internally backed up via snapshots. •$DATA
Belongs to a data project. This file system is designed to store a huge amount of data on disk based storage. The bandwidth is moderate. The file-system internal backup is realized with the GPFS snapshot feature. For more information, look at

• \$ARCHIVE
Is bound to a data project and acts as storage for all files not in use for a longer time. Data are migrated to tape storage by TSM-HSM. It is recommended to use tar-files with a minimum size of of multiple Gigabytes and maximum of 8 TB. The background is that recalling/restoring files from tape is much more efficient using only a few large datastreams than thousends of small data streams. See also

All GPFS file systems are managed by quotas for disk space and/or number of files. See also

How can I see which data is migrated?

There are two file systems which hold migrated data: /p/arch and /p/arch2

• These are so called archive file systems.
• In principle all data in the file systems will be migrated to TSM-HSM tape storage in tape libraries.
• Data is copied to TSM backup storage prior to migration.
• Data are not quoted by storage but by the number of files per group/project. This is done because UNIX is still not able to handle millions of files in a file system with an acceptable performance.

The TSM-HSM native command dsmls, which shows if a file is migrated, is not available on any HPC system (e.g. JUWELS, JURECA, ...) nor on the Data Access System (JUDAC). This command is only supported on the TSM-HSM node of the JUST storage cluster, that hosts the file systems for the HPC systems. However JUST is not open for user access.