slurm | Slurm: A Highly Scalable Workload Manager | Continuous Deployment library

 by   SchedMD C Version: slurm-23-02-3-1 License: Non-SPDX

kandi X-RAY | slurm Summary

kandi X-RAY | slurm Summary

slurm is a C library typically used in Devops, Continuous Deployment applications. slurm has no bugs and it has medium support. However slurm has 19 vulnerabilities and it has a Non-SPDX License. You can download it from GitHub, GitLab.

Slurm: A Highly Scalable Workload Manager
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              slurm has a medium active ecosystem.
              It has 1870 star(s) with 567 fork(s). There are 118 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              slurm has no issues reported. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of slurm is slurm-23-02-3-1

            kandi-Quality Quality

              slurm has no bugs reported.

            kandi-Security Security

              slurm has 19 vulnerability issues reported (5 critical, 8 high, 5 medium, 1 low).

            kandi-License License

              slurm has a Non-SPDX License.
              Non-SPDX licenses can be open source with a non SPDX compliant license, or non open source licenses, and you need to review them closely before use.

            kandi-Reuse Reuse

              slurm releases are not available. You will need to build from source code and install.

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            slurm Key Features

            No Key Features are available at this moment for slurm.

            slurm Examples and Code Snippets

            Get a SLURM variable .
            pythondot img1Lines of Code : 17dot img1License : Non-SPDX (Apache License 2.0)
            copy iconCopy
            def _get_slurm_var(name):
              """Gets the SLURM variable from the environment.
            
              Args:
                name: Name of the step variable
            
              Returns:
                SLURM_ from os.environ
              Raises:
                RuntimeError if variable is not found
              """
              name = 'SLURM_' + name
              try:  
            Get the number of slurm tasks .
            pythondot img2Lines of Code : 7dot img2License : Non-SPDX (Apache License 2.0)
            copy iconCopy
            def _get_num_slurm_tasks():
              """Returns the number of SLURM tasks of the current job step.
            
              Returns:
                The number of tasks as an int
              """
              return int(_get_slurm_var('STEP_NUM_TASKS'))  

            Community Discussions

            QUESTION

            SLURM and Python multiprocessing pool on a cluster
            Asked 2021-Jun-15 at 13:42

            I am trying to run a simple parallel program on a SLURM cluster (4x raspberry Pi 3) but I have no success. I have been reading about it, but I just cannot get it to work. The problem is as follows:

            I have a Python program named remove_duplicates_in_scraped_data.py. This program is executed on a single node (node=1xraspberry pi) and inside the program there is a multiprocessing loop section that looks something like:

            ...

            ANSWER

            Answered 2021-Jun-15 at 06:17

            Pythons multiprocessing package is limited to shared memory parallelization. It spawns new processes that all have access to the main memory of a single machine.

            You cannot simply scale out such a software onto multiple nodes. As the different machines do not have a shared memory that they can access.

            To run your program on multiple nodes at once, you should have a look into MPI (Message Passing Interface). There is also a python package for that.

            Depending on your task, it may also be suitable to run the program 4 times (so one job per node) and have it work on a subset of the data. It is often the simpler approach, but not always possible.

            Source https://stackoverflow.com/questions/67975328

            QUESTION

            SLURM : how should I understand the ntasks parameter?
            Asked 2021-Jun-11 at 14:41

            I am playing with a cluster using SLURM on AWS. I have defined the following parameters :

            ...

            ANSWER

            Answered 2021-Jun-11 at 14:41

            In Slurm the number of tasks is essentially the number of parallel programs you can start in your allocation. By default, each task can access one CPU (which can be core or thread, depending on config), which can be modified with --cpus-per-task=#.

            This in itself does not tell you anything about the number of nodes you will get. If you just specify --ntasks (or just -n), your job will be spread over many nodes, depending on whats available. You can limit this with --nodes #min-#max/--nodes #exact. Another way to specify the number of tasks is --ntasks-per-node, which does exactly what is says and is best used in conjunction with --nodes. (not with --ntasks, otherwise it's the max number of tasks per node!)

            So, if you want three nodes with 72 tasks (each with the one default CPU), try:

            Source https://stackoverflow.com/questions/67791776

            QUESTION

            Submitting slurm array job with a limit above MaxArraySize?
            Asked 2021-Jun-11 at 11:31

            I need to submit a slurm array that will run the same script 18000 times (for independent genes), and I wanted to do this in a way that won't cause problems for my Uni's cluster.

            Currently, the MaxArraySize set by the admins is 2048. I was going to manually set my options like:

            First array script:

            ...

            ANSWER

            Answered 2021-Jun-11 at 11:31

            You can submit two jobs with

            Source https://stackoverflow.com/questions/67908698

            QUESTION

            How to run a python script through slurm in a cluster?
            Asked 2021-Jun-11 at 11:20

            What is the proper way of configuring jupyter on a server with slurm? After reading the docs, I am excecuting my python script through slurm like this (I am not sure if this is valid):

            ...

            ANSWER

            Answered 2021-Jun-11 at 11:20

            This is the correct way to request an interactive session on a compute node with an rtx2080ti GPU. But as Slurm tells you, your job has been submitted, and srun will block until Slurm finds 14 CPUs, 64GB and a GPU available for you. Until then, squeue will show your job as pending (PD).

            Running htop will only show you the processes running on the login node, you will not see the process you submitted unless your cluster has only one node that happens to be the login node as well.

            Source https://stackoverflow.com/questions/67908731

            QUESTION

            how make a current directory as home directory in linux
            Asked 2021-Jun-09 at 15:09

            please would you help me with your suggestions on the following :

            <> I am using an account on a SLURM cluster where the storage space of my home directory (ie. /home/user) is maximum 32 GB

            <> I am running on the SLURM cluster a singularity container that is working only if the the input files are located in the home directory (/home/user that has 32 GB), instead of using any other location on the SLURM cluster (i.e. /labs/professor where we have 7TB)

            The question is : is there any way to set up the large account space (i.e. /labs/professor) as a "home directory" in order for the singularity container to run ?

            thanks a lot, with much appreciation,

            -- bogdan

            ...

            ANSWER

            Answered 2021-Jun-07 at 03:13

            You can change variable HOME as you like (but i wont recommend that unless you know what things are gonna change) But simpler way is to mane soft links for the directories you like, which i personally do.

            Source https://stackoverflow.com/questions/67855188

            QUESTION

            How to create a batch script, which submitts several jobs and allocates each of the this jobs on a separate node?
            Asked 2021-Jun-03 at 11:17

            I am new to HPC and SLURM especially, and i ran into some troubles.

            I was provided with acces to a HPC cluster with 32 CPUs on each node. In order to do the needed calculations I made 12 Python multiprocessing Scripts, where each Script uses excactly 32 CPU's. How, instead of starting each Script manually in the interactive modus ( which is also an option btw. but it takes a lot of time) I decided to write a Batch Script in order to start all my 12 Scripts automatically.

            //SCRIPT//

            #!/bin/bash

            #SBATCH --job-name=job_name

            #SBATCH --partition=partition

            #SBATCH --nodes=1

            #SBATCH --time=47:59:59

            #SBATCH --export=NONE

            #SBATCH --array=1-12

            module switch env env/system-gcc module load python/3.8.5

            source /home/user/env/bin/activate

            python3.8 $HOME/Script_directory/Script$SLURM_ARRAY_TASK_ID.py

            exit

            //UNSCRIPT//

            But as far as i understand, this script would start all of the Jobs from the Array on the same node and thus the underlying python scripts might start a "fight" for the available CPU's and thus slow down.

            How should i modify my bash file in Order to start each task from the array on a separate node?

            Thanks in advance!

            ...

            ANSWER

            Answered 2021-Jun-03 at 11:17

            This script will start 12 independent jobs, possibly on 12 distinct nodes at the same time, or all 12 in sequence on the same node or any other combination depending on the load of the cluster.

            Each job will run the corresponding Script$SLURM_ARRAY_TASK_ID.py script. There will be no competition for resources.

            Note that if nodes are shared in the cluster, you would add the --exclusive parameter to request whole nodes with their 32 CPUs.

            Source https://stackoverflow.com/questions/67807263

            QUESTION

            How to limit the cpu usage of slurm?
            Asked 2021-Jun-01 at 12:01

            So I am running a slurm job across 2 laptops (2 nodes), and I notice both laptop gets insanely laggy, to the point that the mouse could not even move. When I uses htop I saw the job was using 4 cores in 100% usage. I know for sure that the job does not take up that many cpu usage. How do I make slurm so that it uses only the required amount of cpu power?

            ...

            ANSWER

            Answered 2021-Jun-01 at 12:01

            Slurm does not put any additional load onto the CPUs of your node. Besides what it needs for slurmd/slurmstepd, which is not much. If your job has access to four cores and you only use one, the others will be idle.

            Maybe your program does something unexpected?

            Source https://stackoverflow.com/questions/67713158

            QUESTION

            How can I setup Rstudio, sparklyR on an auto scale cluster managed by slurm?
            Asked 2021-May-24 at 11:07

            I have an aws HPC auto scale cluster managed by slurm, I can submit jobs using sbatch, however I want to use spraklyr on this cluster so that slurm increases the cluster size based on the workload of the sparklyr code in the R script. Is this possible?

            ...

            ANSWER

            Answered 2021-May-24 at 11:07

            Hi Amir is there a reason you are using slurm here? Sparklyr has better integration with Apache Spark and it would be advisable to run it over a spark cluster. You can follow this Blog to know the steps to setup this up with Amazon EMR which is a Service to run Spark cluster on AWS - https://aws.amazon.com/blogs/big-data/running-sparklyr-rstudios-r-interface-to-spark-on-amazon-emr/

            Source https://stackoverflow.com/questions/67629543

            QUESTION

            bash variable expansion in slurm's #SBATCH directive
            Asked 2021-May-22 at 07:00

            is it possible to use variable expansion in #SBATCH lines in slurm? for instance I want to have line below:

            ...

            ANSWER

            Answered 2021-May-22 at 07:00

            No, this isn't possible. But you can overwrite the scripts default --array by giving it explicitly on the sbatch command line.

            Source https://stackoverflow.com/questions/67638786

            QUESTION

            SLURM/sbatch: pass array ID as input argument of an executable
            Asked 2021-May-18 at 06:05

            I'm new to SLURM and I'm trying to do something very natural: I have a compiled C program, off.exe, which takes one variable as input, and I want to run it several times in parallel, each with a different value of the input parameter. I thought I could use the %a array iterator as input:

            ...

            ANSWER

            Answered 2021-May-18 at 06:05

            $a, %j etc. are replacement symbols for filenames, for example in the names of the output and error files recorded by Slurm. For your job arrays, you need to use one of Slurm's output environment variables, probably $SLURM_ARRAY_TASK_ID. You can find the full list in the manpage for sbatch.

            Source https://stackoverflow.com/questions/67573977

            Community Discussions, Code Snippets contain sources that include Stack Exchange Network

            Vulnerabilities

            No vulnerabilities reported

            Install slurm

            You can download it from GitHub, GitLab.

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            For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .
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