semvec/pypi-packages huggingface dataset:
evalys 4.0.7
Infrastructure Performance Evaluation Toolkit
License: BSD
Keywords: evalys

===============================
Evalys - Overview
===============================

.. image:: https://img.shields.io/pypi/v/evalys.svg
    :target: https://pypi.python.org/pypi/evalys


"Infrastructure Performance Evaluation Toolkit"

It is a data analytics library made to load, compute, and plot data from
job scheduling and resource management traces. It allows scientists and
engineers to extract useful data and visualize it interactively or in an
exported file.

* Free software: BSD license
* Documentation: https://evalys.readthedocs.org.

Features
--------

* Load and all `Batsim <https://github.com/oar-team/batsim>`_ outputs files

  + Compute and plot free slots
  + Simple Gantt visualisation
  + Compute utilisation / queue
  + Compute fragmentation
  + Plot energy and machine state

* Load SWF workload files from `Parallel Workloads Archive
  <http://www.cs.huji.ac.il/labs/parallel/workload/>`_

  + Compute standard scheduling metrics
  + Show job details
  + Extract periods with a given mean utilisation


Examples
--------

You can get a simple example directly by running ipython and discover the
evalys interface. For example::

  from evalys.jobset import JobSet
  import matplotlib.pyplot as plt

  js = JobSet.from_csv("evalys/examples/jobs.csv")
  js.plot(with_details=True)
  plt.show()

This also works for SWF files but the Gantt chart is not provided because
job placement information is not provided in this format.

You can find a lot of examples in the `./examples` directory.

Gallery
-------

.. image:: ./docs/_static/out_jobs_example.png
.. image:: ./docs/_static/jobset_plot.png
.. image:: ./docs/_static/gantt_comparison.svg
.. image:: ./docs/_static/gantt_off_mstates.svg





4.0.0 changelog
============================================

Version 4.0.0
------------------

- Fits with the new trace format of Batsim 3.0