viewclust 0.8.0

Python package for visualizing cluster measures.

ViewClust

Python package for computing cluster measures.

• Free software: MIT license

• Documentation: https://viewclust.readthedocs.io.

Features

• Calculates job usage based on inputs from Slurm or other formatted data frames

• Plots cumulative and instantaneous usage

• Accepts dynamic targets for account and system analysis

• Provides a basic interface for generating job data frames from Slurm

For more plotting options and dashboard suites see the ViewClust-Vis package.

Credits

• Tyler Collins

• James Desjardins

• Sergiy Khan

• Pier-Luc St-Onge

• Jose Sergio Hleap

• Chris Want

Developed for:

• SHARCNET

• Compute Canada

This package was created with Cookiecutter and the audreyr/cookiecutter-pypackage project template.

History

0.8.0 (2023-02-02)

• Add eligible queued metric

• Bump internal package versions

0.7.3 (2021-09-07)

• Fix end time sacct bug

• Specify protocol for pickle output format

0.7.2 (2021-09-03)

• Add alloctres to sacct fields

0.7.1 (2021-09-03)

• Reimplement serialization of sacct frames

0.7.0 (2021-09-02)

• Refactor/add new sacct polling script to be much more robust

0.6.1 (2021-07-20)

• Optimize job use calculations

0.6.0 (2021-01-14)

• Add support for horizon measures when studying job usage

0.5.0 (2020-10-28)

• Code linting fixes

• Revert modern plotting features and added to ViewClust-Vis

• Job use now calculates more theoretical lines

• Added return handles for figures that were missing them

• Added parameter for groupby frequency inside of job use

0.4.5 (2020-09-15)

• Bug fix on sacct poller

0.4.4 (2020-09-14)

• Added ability to sacct poll all accounts in slurm submodule

0.4.3 (2020-07-22)

• Refactor calculations for eqv use_unit measures

• Completed support for gpu eqv usage calculations

0.4.2 (2020-07-15)

• Minor formatting to mem info parsing

0.4.1 (2020-07-13)

• Can now serialize user run

• Crediting Sergio!

0.4.0 (2020-07-07)

• Add new support for plotting to the terminal

• Bug fix stderr output

0.3.2 (2020-06-25)

• Docs update for new changes

0.3.1 (2020-06-24)

• Bug fix for the init py file

0.3.0 (2020-06-24)

• Major versioning bump

• User area colouring in usage figures

• Mem info plotting support

• Serialization of user

• Removed violin plot. Moved to ViewClust-Vis

• Removed use_suite. Moved to ViewClust-Vis

• Removed job_stack. Moved to ViewClust-Vis

• Deprecated cumu/insta plotting function. Supported versions moved to ViewClust-Vis

0.2.2 (2020-05-07)

• Added support for user breakdown of activity on plots

0.2.1 (2020-04-14)

• Fixed other half of instaplot bug

0.2.0 (2020-04-14)

• Fix use suite string passing bug

0.1.9 (2020-04-14)

• Fix insta plot pre reference bug

0.1.8 (2020-04-09)

• Fix syntax based errors

0.1.7 (2020-04-09)

• Fix failing doc build

0.1.6 (2020-04-09)

• GPU usage added back

• README fixes to include credits and features

• Figures now return their handles for extra processing if needed

• Figures can now have their polling rates downsampled for ease of sharing

• Prepared responses for figures section added in to documentation

0.1.5 (2020-03-12)

• Inclusion of API documentation

0.1.4 (2020-03-11)

• Overhauled the documentation usage section

0.1.3 (2020-03-03)

• Reduced versioning complexity

0.1.2 (2020-03-03)

• Testing distributions changed

0.1.1 (2020-03-03)

• File inclusion

0.1.0 (2020-03-03)

• First release on PyPI.