https://github.com/aarjaneiro/parallelqueue

A package for simulating parallel queueing systems in Python.
https://github.com/aarjaneiro/parallelqueue

discrete-event-simulation parallel parallel-processing python queue simpy simulation

Last synced: 3 months ago
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A package for simulating parallel queueing systems in Python.

• Host: GitHub
• URL: https://github.com/aarjaneiro/parallelqueue
• Owner: aarjaneiro
• License: mit
• Created: 2020-11-29T05:42:28.000Z (over 4 years ago)
• Default Branch: master
• Last Pushed: 2021-07-01T05:31:56.000Z (almost 4 years ago)
• Last Synced: 2024-05-02T02:33:58.117Z (12 months ago)
• Topics: discrete-event-simulation, parallel, parallel-processing, python, queue, simpy, simulation
• Language: Python
• Homepage:
• Size: 5.69 MB
• Stars: 1
• Watchers: 1
• Forks: 3
• Open Issues: 3
• Metadata Files:
  • Readme: README.md
  • Contributing: CONTRIBUTING.md
  • License: LICENSE

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README

        
ParallelQueue

=============

[![Documentation Status](https://readthedocs.org/projects/parallelqueue/badge/?version=latest)](https://parallelqueue.readthedocs.io/en/latest/?badge=latest)

[![PyPI version](https://badge.fury.io/py/ParallelQueue.svg)](https://badge.fury.io/py/ParallelQueue)

[![GitHub release](https://img.shields.io/github/v/release/aarjaneiro/parallelqueue?include_prereleases&label=GitHub&logo=github)](https://github.com/aarjaneiro/ParallelQueue)

[![DOI](https://zenodo.org/badge/316884639.svg)](https://zenodo.org/badge/latestdoi/316884639)

This repository hosts the "ParallelQueue" project which is currently in its early stages of development. 

This package aims to allow for easier implementation of novel parallel processing 

approaches in Python DES packages (especially SimPy).

>**WARNING**: The GitHub master build can be (and likely is) different from the PyPi build, being more up-to-date.

For the time being, use the current **GitHub master branch** if starting a new project, using PyPi if and only if you require that particular

version (e.g., for code stability as it is updated less-frequently). This disparity is likely to change with

the maturity of this project which is still in early development.

Installation

------------

From this repository:

```

git clone https://github.com/aarjaneiro/ParallelQueue

cd ParallelQueue

python setup.py install

```

From PyPi (read Warning first!):

`pip install parallelqueue`

Current Goals

-------------

1. Introduce more common models into `base_models`.

2. Optimize SimPy boilerplate common to all models by incorporating Cython.  

3. Incorporate https://github.com/tqdm/tqdm for better progress visualization and simulation parallelization.

Interested in Contributing?

---------------------------

Do feel free to write an issue or submit a PR! If you are interested co-maintaining this package with me, please email me at

[email protected] (merely include a brief description of your familiarity with Python and Queueing Theory).

Also, be sure to look into the development branches!

References

----------

    Heavy Traffic Analysis of the Mean Response Time for 

    Load Balancing Policies in the Mean Field Regime

        Tim Hellemans, Benny Van Houdt (2020)

        https://arxiv.org/abs/2004.00876

    Redundancy-d:The Power of d Choices for Redundancy

        Kristen Gardner, Mor Harchol-Balter, Alan Scheller-Wolf,

        Mark Velednitsky, Samuel Zbarsky (2017)

        https://doi.org/10.1287/opre.2016.1582

Release Notes

-------------

- 1.0.0 expands the `gitignore` to exclude temporary files typically generated when used in a virtual environment on Visual Studio.

  - Also coincides with an official DOI being assigned via Zenodo.