slurm-to-wandb
Monitor SLURM jobs using Weights and Biases (wandb) 📊
Usage
On your cluster, login to wandb using the cli, then run:
pip install slurm-to-wandb
slurm_to_wandb <job_ids>
... to upload all sacct information to wandb. Currently, uploads to a project called "peregrine" - support for configuring this is planned #4. <job_ids> can be multiple space-separated job ids. In the case multiple job id's match, all matched job ids are uploaded (useful, for example, when using job arrays).
To construct a DataFrame with the information yourself, use the function slurm_to_wandb.sacct_as_df(*job_ids, **sacct_args). sacct_args can be any additional args to pass to sacct. Run it on the cluster:
from slurm_to_wandb import sacct_as_df
df = sacct_as_df("job_id_123", "another_job_id", starttime="2021-05-20")
df
You can now upload the information to wandb however you like 🙌🏻
About
By Jeroen Overschie.
1 maintainer
Metadata
1 maintainer
Release files for slurm-to-wandb 0.1.2
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Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| slurm_to_wandb-0.1.2.tar.gz | 4.7 kB | Without provenance | Details for slurm_to_wandb-0.1.2.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| slurm_to_wandb-0.1.2-py3-none-any.whl | Python 3 | none | any | Details for slurm_to_wandb-0.1.2-py3-none-any.whl |
Total release size: 10.2 kB
Release files / slurm_to_wandb-0.1.2.tar.gz
| Download URL | slurm_to_wandb-0.1.2.tar.gz |
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| Size | 4.7 kB |
| Tags | Source |
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SHA-256 checksum How to use checksums |
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No |
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Release files / slurm_to_wandb-0.1.2-py3-none-any.whl
| Download URL | slurm_to_wandb-0.1.2-py3-none-any.whl |
|---|---|
| Size | 5.4 kB |
| Tags | Python 3 |
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SHA-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
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Security for slurm-to-wandb 0.1.2
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