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clusterscope

Clusterscope is a CLI and python library to extract information from HPC Clusters and Jobs.

runqd

A lightweight, single-node job scheduler written in Rust.

asyncmd

asyncmd is a library to write concurrent code to run and analyze molecular dynamics simulations using pythons async/await syntax. Computationally costly operations can be performed locally or submitted to a queuing system.

mtnlog

A simple performance logger for Python

stui

A Slurm client for the terminal

clusterrunner

GUI software for submitting and managing Python jobs on Slurm Clusters

pysbatch

Submit slurm cluster job(Sbatch) inside python and avoid shell script. Submission cmd can be customized to add more options.

easy-slurm

Easily manage and submit robust jobs to Slurm using Python and Bash.

qtop

qtop (pronounced queue-top) is a tool written in order to monitor the state of Queueing Systems, along with related information relevant on HPC & grid clusters. At present it supports **PBS, SGE & OAR** families. There is a historic reference for the prior shell version of the tool, at former CERN source:

fyrd

Submit functions and shell scripts to torque and slurm clusters or local machines using python.

slurmfrag

Visualize SLURM cluster fragmentation in CLI. See GPU, CPU, and memory usage per node, plus queue depth and pending requests.

launch-pad

LaunchPad is a light-weighted Slurm job launcher designed for hyper-parameter search.

pyssub

Slurm job submission in Python