schwimmbad

schwimmbad: A uniform interface to parallel processing pools in Python - Published in JOSS (2017)

https://github.com/adrn/schwimmbad

Science Score: 95.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • CITATION.cff file
  • codemeta.json file
    Found codemeta.json file
  • .zenodo.json file
    Found .zenodo.json file
  • DOI references
    Found 9 DOI reference(s) in README and JOSS metadata
  • Academic publication links
    Links to: joss.theoj.org, zenodo.org
  • Committers with academic emails
    3 of 9 committers (33.3%) from academic institutions
  • Institutional organization owner
  • JOSS paper metadata
    Published in Journal of Open Source Software

Keywords

mpi multiprocessing parallel-computing

Keywords from Contributors

mcmc mcmc-sampler probabilistic-data-analysis exoplanet mesh
Last synced: 4 months ago · JSON representation

Repository

A common interface to processing pools.

Basic Info
  • Host: GitHub
  • Owner: adrn
  • License: mit
  • Language: Python
  • Default Branch: main
  • Homepage:
  • Size: 158 KB
Statistics
  • Stars: 120
  • Watchers: 11
  • Forks: 19
  • Open Issues: 8
  • Releases: 4
Topics
mpi multiprocessing parallel-computing
Created over 9 years ago · Last pushed 4 months ago
Metadata Files
Readme Contributing License

README.md

das Schwimmbad

image image image image image

schwimmbad provides a uniform interface to parallel processing pools and enables switching easily between local development (e.g., serial processing or with multiprocessing) and deployment on a cluster or supercomputer (via, e.g., MPI or JobLib).

Installation

The easiest way to install is via pip:

pip install schwimmbad

See the installation instructions in the documentation for more information.

Documentation

image

The documentation for schwimmbad is hosted on Read the docs.

Attribution

If you use this software in a scientific publication, please cite the JOSS article:

tex @article{schwimmbad, doi = {10.21105/joss.00357}, url = {https://doi.org/10.21105/joss.00357}, year = {2017}, month = {sep}, publisher = {The Open Journal}, volume = {2}, number = {17}, author = {Adrian M. Price-Whelan and Daniel Foreman-Mackey}, title = {schwimmbad: A uniform interface to parallel processing pools in Python}, journal = {The Journal of Open Source Software} }

License

Copyright 2016-2024 the contributors.

schwimmbad is free software made available under the MIT License. For details see the LICENSE file.

Owner

  • Name: Adrian Price-Whelan
  • Login: adrn
  • Kind: user
  • Location: NYC
  • Company: Flatiron Institute

JOSS Publication

schwimmbad: A uniform interface to parallel processing pools in Python
Published
September 05, 2017
Volume 2, Issue 17, Page 357
Authors
Adrian M. Price-Whelan ORCID
Lyman Spitzer, Jr. Fellow, Princeton University
Daniel Foreman-Mackey ORCID
Sagan Fellow, University of Washington
Editor
Daniel S. Katz ORCID
Tags
multiprocessing parallel computing

GitHub Events

Total
  • Watch event: 5
  • Delete event: 6
  • Issue comment event: 5
  • Push event: 2
  • Pull request event: 13
  • Fork event: 1
  • Create event: 7
Last Year
  • Watch event: 5
  • Delete event: 6
  • Issue comment event: 5
  • Push event: 2
  • Pull request event: 13
  • Fork event: 1
  • Create event: 7

Committers

Last synced: 5 months ago

All Time
  • Total Commits: 194
  • Total Committers: 9
  • Avg Commits per committer: 21.556
  • Development Distribution Score (DDS): 0.191
Past Year
  • Commits: 8
  • Committers: 3
  • Avg Commits per committer: 2.667
  • Development Distribution Score (DDS): 0.375
Top Committers
Name Email Commits
Adrian Price-Whelan a****w@g****m 157
Anowar Jaman Shajib a****b@g****m 19
Dan F-M d****m@n****u 8
dependabot[bot] 4****] 5
Uwe Schmitt u****t@i****h 1
Manodeep Sinha m****p@g****m 1
Dustin Lang d****n@g****m 1
BenjaminDbb B****b 1
Alexander Harvey Nitz a****z@s****u 1
Committer Domains (Top 20 + Academic)

Issues and Pull Requests

Last synced: 4 months ago

All Time
  • Total issues: 31
  • Total pull requests: 49
  • Average time to close issues: over 1 year
  • Average time to close pull requests: about 1 month
  • Total issue authors: 22
  • Total pull request authors: 9
  • Average comments per issue: 2.16
  • Average comments per pull request: 0.96
  • Merged pull requests: 31
  • Bot issues: 1
  • Bot pull requests: 25
Past Year
  • Issues: 1
  • Pull requests: 16
  • Average time to close issues: 2 months
  • Average time to close pull requests: 29 days
  • Issue authors: 1
  • Pull request authors: 1
  • Average comments per issue: 1.0
  • Average comments per pull request: 0.44
  • Merged pull requests: 4
  • Bot issues: 1
  • Bot pull requests: 16
Top Authors
Issue Authors
  • adrn (8)
  • dfm (3)
  • AlecThomson (1)
  • beckermr (1)
  • martinmestre (1)
  • adgress (1)
  • inonchiu (1)
  • dependabot[bot] (1)
  • ahnitz (1)
  • minaskar (1)
  • bikashd18 (1)
  • enajx (1)
  • mabruzzo (1)
  • IncubatorShokuhou (1)
  • j-woz (1)
Pull Request Authors
  • dependabot[bot] (25)
  • adrn (9)
  • dfm (6)
  • manodeep (2)
  • dstndstn (2)
  • uweschmitt (2)
  • ahnitz (1)
  • ajshajib (1)
  • BenjaminDbb (1)
Top Labels
Issue Labels
enhancement (4) documentation (4) question (3) bug (2) stale (1) dependencies (1)
Pull Request Labels
dependencies (25) github_actions (7)

Packages

  • Total packages: 2
  • Total downloads:
    • pypi 7,484 last-month
  • Total docker downloads: 3,177
  • Total dependent packages: 30
    (may contain duplicates)
  • Total dependent repositories: 63
    (may contain duplicates)
  • Total versions: 13
  • Total maintainers: 1
pypi.org: schwimmbad

A common interface for parallel processing pools.

  • Homepage: https://github.com/adrn/schwimmbad
  • Documentation: https://schwimmbad.readthedocs.io/
  • License: MIT License Copyright (c) 2016 Adrian Price-Whelan Permission is hereby granted, free of charge, to any person obtaining a copy of this software and associated documentation files (the "Software"), to deal in the Software without restriction, including without limitation the rights to use, copy, modify, merge, publish, distribute, sublicense, and/or sell copies of the Software, and to permit persons to whom the Software is furnished to do so, subject to the following conditions: The above copyright notice and this permission notice shall be included in all copies or substantial portions of the Software. THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.
  • Latest release: 0.4.2
    published almost 2 years ago
  • Versions: 9
  • Dependent Packages: 23
  • Dependent Repositories: 57
  • Downloads: 7,484 Last month
  • Docker Downloads: 3,177
Rankings
Dependent packages count: 0.6%
Docker downloads count: 1.7%
Dependent repos count: 2.0%
Average: 4.2%
Downloads: 4.8%
Stargazers count: 6.9%
Forks count: 9.1%
Maintainers (1)
Last synced: 4 months ago
conda-forge.org: schwimmbad

schwimmbad enables easy switching between serial execution, multiprocessing, and MPI by providing a common interface.

  • Versions: 4
  • Dependent Packages: 7
  • Dependent Repositories: 6
Rankings
Dependent packages count: 8.0%
Dependent repos count: 13.8%
Average: 23.5%
Stargazers count: 32.7%
Forks count: 39.3%
Last synced: 4 months ago

Dependencies

.github/workflows/cd.yml actions
  • actions/checkout v4 composite
  • actions/download-artifact v4 composite
  • hynek/build-and-inspect-python-package v2 composite
  • pypa/gh-action-pypi-publish release/v1 composite
.github/workflows/ci.yml actions
  • actions/checkout v4 composite
  • actions/setup-python v5 composite
  • codecov/codecov-action v4.1.0 composite
pyproject.toml pypi
  • dill *
  • multiprocess *