scredits

slurm-scredits

scredits is a Slurm utility for checking account balance. The utility calculates the remaining service units or SU left in the account. The utility shows SU as an aggregate of cpu+gpu+mem usage.

Also, there's a companion script (scredits-crontab-script.sh) that can automatically reset accounts credits each X months on clusters.

Prerequisites

• Slurm with Accounting enabled.
• TRES resources enabled and GrpTRESMins billing set.
• Optionally gres/gpu enabled and configured.

Usage

usage: scredits [-h] [-v] [-V] [-d] [-a ACCOUNT]

Retrieve and display Slurm usage data.

options:
  -h, --help            show this help message and exit
  -v, --verbose         Print debug messages
  -V, --version         Print program version
  -d, --detailed        Show detailed account and user association
  -a ACCOUNT, --account ACCOUNT
                        Account name to filter results
  -j, --json            Print the output in JSON. Compatible with Open Ondemand

Installation

Main commandlet

pip install scredits

To use the credits reset script automation

mkdir /etc/scredits && cd /etc/scredits
wget https://github.com/giuliolibrando/slurm-scredits/blob/main/scredits-crontab-script.sh
chmod +x scredits-crontab-script.sh

Add this string to crontab to run each midnight (add flags if you need them)

sudo crontab -e
0 0 * * * /etc/scredits/scredits-crontab-script.sh

Setting up Slurm

scredits currently support the following setup.

• Balance is limited per account
• Account limit is set through GrpTRESMins using billing parameter.

Following is an example setup

Creating account test_account with billing balance of 1000

sacctmgr add account test_account set GrpTRESMins=billing=1000

Add test_user user to account test_account

sacctmgr add user test_user set Account=test_account
sacctmgr add user test_user2 set Account=test_account

Checking balance for all the Accounts

[test@localhost ~]$ scredits

Last credits reset: 09/07/2024 00:01
Next credits reset: 31/07/2024 23:59

Account         | Allocation(SU)  | Remaining(SU)   | Used(SU)   | Used(%) |
-----------------------------------------------------------------------------
test_account    | 1000.0          | 1000.0          | 0          | 0.0

If you want more details use the -d flag.

[test@localhost ~]$ scredits -d

Last credits reset: 09/07/2024 00:01
Next credits reset: 31/07/2024 23:59

------------------------------------------------------------------------------------------
Account              | User            | Consumed (SU)   | % SU Usage      | Used Resources
------------------------------------------------------------------------------------------
root                 |                 |                 |                 |
                     | root            | 0               | 0.00%           | cpu=0, mem=0, gpu=0
                     |                 |                 |                 |
                     | Total:          | 0/0             | 0.00%           | cpu=0, mem=0, gpu=0
------------------------------------------------------------------------------------------
test_account         |                 |                 |                 |
                     | test_account    | 0               | 0.00%           | cpu=0, mem=0, gpu=0
                     | test_account2   | 0               | 0.00%           | cpu=0, mem=0, gpu=0
                     |                 |                 |                 |
                     | Total:          | 0/1000          | 0.00%           | cpu=0, mem=0, gpu=0
------------------------------------------------------------------------------------------

You can filter for Account with the -a flag

[test@localhost ~]$ scredits -d -a test_account

Last credits reset: 09/07/2024 00:01
Next credits reset: 31/07/2024 23:59

------------------------------------------------------------------------------------------
Account              | User            | Consumed (SU)   | % SU Usage      | Used Resources
------------------------------------------------------------------------------------------
test_account         |                 |                 |                 |
                     | test_account    | 0               | 0.00%           | cpu=0, mem=0, gpu=0
                     | test_account2   | 0               | 0.00%           | cpu=0, mem=0, gpu=0
                     |                 |                 |                 |
                     | Total:          | 0/1000          | 0.00%           | cpu=0, mem=0, gpu=0
------------------------------------------------------------------------------------------

Use the flag --json if you need a json output compatible with Open OnDemand - Balance Warning

 root@master1:~/slurm-scredits# scredits --json
{
  "version": 1,
  "timestamp": 1729506306,
  "config": {
    "unit": "SU",
    "project_type": "project"
  },
  "balances": [
    {
      "user": "userA",
      "project": "projecA",
      "value": 792
    },
    {
      "user": "userB",
      "project": "projectA",
      "value": 792
    },
    {
      "user": "userA",
      "project": "projectB",
      "value": 73445
    }
  ]
}

N.B. "Last credits reset" and "Next credits reset" are shown only if the companion crontab script is enabled

Crontab script

[test@localhost ~]$ /etc/scredits/scredits-crontab-script.sh -h
Usage: ./scredits-crontab-script.sh [-v] [-c CLUSTER] [-h] [-m MONTHS]

Options:
  -v          Enable verbose mode.
  -c CLUSTER  Specify the cluster name(s), separated by commas.
  -m MONTHS   Specify the number of months before the next prune.
  -h          Show this help message.

The script accepts multiple clusters with the -c parameter.

root@master1:~/slurm-scredits# ./scredits-crontab-script.sh -v -c clusterA,clusterB
Modifying account aaaaaaa in cluster clusterA
Modifying account bbbbbbb in cluster clusterB
SCREDITS_LAST_PRUNE set to: 2024-07-09-14-39
SCREDITS_NEXT_PRUNE set to: 2024-07-31-23-59

The script resets credits each 3 months, if you want to set a different interval use -m

root@master1:~/slurm-scredits# ./scredits-crontab-script.sh -v -c clusterA,clusterB -m 5
Modifying account aaaaaaa in cluster clusterA
Modifying account bbbbbbb in cluster clusterB
SCREDITS_LAST_PRUNE set to: 2024-07-09-14-39
SCREDITS_NEXT_PRUNE set to: 2024-12-31-23-59

Build yourself

Clone the repo

git clone https://github.com/giuliolibrando/slurm-scredits.git

enter into the folder

cd slurm-scredits

install via pip

pip install .