{"id":15442784,"url":"https://github.com/fresh2dev/ppqueue","last_synced_at":"2025-12-13T19:10:18.544Z","repository":{"id":57427933,"uuid":"161754216","full_name":"fresh2dev/ppqueue","owner":"fresh2dev","description":"A Parallel Process Queue for Python","archived":false,"fork":false,"pushed_at":"2023-08-09T06:26:22.000Z","size":2122,"stargazers_count":44,"open_issues_count":0,"forks_count":1,"subscribers_count":4,"default_branch":"main","last_synced_at":"2025-04-10T22:40:24.091Z","etag":null,"topics":["multiprocessing","parallel","python","queue","threading","visualization"],"latest_commit_sha":null,"homepage":"https://www.f2dv.com/r/ppqueue","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/fresh2dev.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","contributing":null,"funding":".github/FUNDING.yml","license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null},"funding":{"custom":["https://www.f2dv.com/fund","https://www.f2dv.com/paypal"]}},"created_at":"2018-12-14T08:23:39.000Z","updated_at":"2025-01-17T13:13:48.000Z","dependencies_parsed_at":"2024-01-03T05:37:55.734Z","dependency_job_id":"f582ad23-4f0c-4f25-9903-6aefbd197b79","html_url":"https://github.com/fresh2dev/ppqueue","commit_stats":null,"previous_names":["fresh2dev/ppqueue","dm3ll3n/ezpq"],"tags_count":6,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fresh2dev%2Fppqueue","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fresh2dev%2Fppqueue/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fresh2dev%2Fppqueue/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/fresh2dev%2Fppqueue/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/fresh2dev","download_url":"https://codeload.github.com/fresh2dev/ppqueue/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":249239232,"owners_count":21235820,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["multiprocessing","parallel","python","queue","threading","visualization"],"created_at":"2024-10-01T19:30:09.437Z","updated_at":"2025-12-13T19:10:13.517Z","avatar_url":"https://github.com/fresh2dev.png","language":"Python","readme":"# ppqueue\n\n\u003e A Parallel Process Queue for Python.\n\n| Links         |                                          |\n|---------------|------------------------------------------|\n| Code Repo     | https://www.github.com/fresh2dev/ppqueue |\n| Documentation | https://www.f2dv.com/r/ppqueue           |\n| Changelog     | https://www.f2dv.com/r/ppqueue/changelog |\n| License       | https://www.f2dv.com/r/ppqueue/license   |\n| Funding       | https://www.f2dv.com/fund                |\n\n[![GitHub Repo stars](https://img.shields.io/github/stars/fresh2dev/ppqueue?color=blue\u0026style=for-the-badge)](https://star-history.com/#fresh2dev/ppqueue\u0026Date)\n[![GitHub release (latest SemVer)](https://img.shields.io/github/v/release/fresh2dev/ppqueue?color=blue\u0026style=for-the-badge)](https://www.f2dv.com/r/ppqueue/changelog)\n[![GitHub Release Date](https://img.shields.io/github/release-date/fresh2dev/ppqueue?color=blue\u0026style=for-the-badge)](https://www.f2dv.com/r/ppqueue/changelog)\n[![License](https://img.shields.io/github/license/fresh2dev/ppqueue?color=blue\u0026style=for-the-badge)](https://www.f2dv.com/r/ppqueue/license)\n\u003c!-- [![GitHub issues](https://img.shields.io/github/issues-raw/fresh2dev/ppqueue?color=blue\u0026style=for-the-badge)](https://www.github.com/fresh2dev/ppqueue/issues) --\u003e\n\u003c!-- [![GitHub pull requests](https://img.shields.io/github/issues-pr-raw/fresh2dev/ppqueue?color=blue\u0026style=for-the-badge)](https://www.github.com/fresh2dev/ppqueue/pulls) --\u003e\n\u003c!-- [![PyPI - Downloads](https://img.shields.io/pypi/dm/ppqueue?color=blue\u0026style=for-the-badge)](https://pypi.org/project/ppqueue) --\u003e\n\u003c!-- [![Docker Pulls](https://img.shields.io/docker/pulls/fresh2dev/ppqueue?color=blue\u0026style=for-the-badge)](https://hub.docker.com/r/fresh2dev/ppqueue) --\u003e\n\u003c!-- [![Funding](https://img.shields.io/badge/funding-%24%24%24-blue?style=for-the-badge)](https://www.f2dv.com/fund) --\u003e\n\n---\n\n## Overview\n\n`ppqueue` is a Python module that serves as an abstraction layer to both `multiprocessing.Process` and `threading.Thread`. I built `ppqueue` because I too often notice that parallelizing code results in *ugly* code. With this simple Queue, you can parallelize code easily and attractively. ppqueue offers:\n\n- a single API for parallel execution using processes or threads.\n- FIFO priority queueing.\n- Gantt charts of job execution (thanks `plotnine` + `pandas`)\n- progress bars (thanks to `tqdm`)\n\n![](https://img.fresh2.dev/1687407526_84b23a13b5f.svg)\n\n## Install\n\nInstall from PyPi:\n\n```python\npip install ppqueue[plot]\n```\n\n## Examples\n\nAn notebook of examples is available at:\n\nhttps://www.f2dv.com/r/ppqueue/page/examples/\n\nAnd more examples are provided in the reference docs:\n\nhttps://www.f2dv.com/r/ppqueue/reference/\n\n## Support\n\nIf this project delivers value to you, please [provide feedback](https://www.github.com/fresh2dev/ppqueue/issues), code contributions, and/or [funding](https://www.f2dv.com/fund).\n\n---\n\n*Brought to you by...*\n\n\u003ca href=\"https://www.f2dv.com\"\u003e\u003cimg src=\"https://img.fresh2.dev/fresh2dev.svg\" style=\"filter: invert(50%);\"\u003e\u003c/img\u003e\u003c/a\u003e\n","funding_links":["https://www.f2dv.com/fund","https://www.f2dv.com/paypal"],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffresh2dev%2Fppqueue","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ffresh2dev%2Fppqueue","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ffresh2dev%2Fppqueue/lists"}