{"id":18752985,"url":"https://github.com/spotify/pythonflow","last_synced_at":"2025-04-05T00:06:39.206Z","repository":{"id":24918805,"uuid":"102513092","full_name":"spotify/pythonflow","owner":"spotify","description":":snake: Dataflow programming for python.","archived":false,"fork":false,"pushed_at":"2023-05-23T17:41:54.000Z","size":227,"stargazers_count":289,"open_issues_count":4,"forks_count":48,"subscribers_count":73,"default_branch":"master","last_synced_at":"2025-03-28T23:04:51.207Z","etag":null,"topics":["dataflow","machine-learning","python"],"latest_commit_sha":null,"homepage":"http://pythonflow.readthedocs.io/en/latest/","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"apache-2.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/spotify.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":"CONTRIBUTING.md","funding":null,"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,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2017-09-05T17:52:33.000Z","updated_at":"2025-03-21T15:16:55.000Z","dependencies_parsed_at":"2024-06-21T05:44:04.219Z","dependency_job_id":"1259c6db-bcb6-4006-97aa-361f9e6c9496","html_url":"https://github.com/spotify/pythonflow","commit_stats":{"total_commits":103,"total_committers":6,"mean_commits":"17.166666666666668","dds":"0.12621359223300976","last_synced_commit":"9b712597c29f837dfba7d9307d395790909bc0a3"},"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/spotify%2Fpythonflow","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/spotify%2Fpythonflow/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/spotify%2Fpythonflow/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/spotify%2Fpythonflow/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/spotify","download_url":"https://codeload.github.com/spotify/pythonflow/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247266563,"owners_count":20910836,"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":["dataflow","machine-learning","python"],"created_at":"2024-11-07T17:23:30.013Z","updated_at":"2025-04-05T00:06:39.187Z","avatar_url":"https://github.com/spotify.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Pythonflow: Dataflow programming for python. [![Build Status](https://travis-ci.org/spotify/pythonflow.svg)](https://travis-ci.org/spotify/pythonflow) [![Documentation Status](https://readthedocs.org/projects/pythonflow/badge/?version=latest)](http://pythonflow.readthedocs.io/en/latest/?badge=latest)\n\nPythonflow is a simple implementation of [dataflow programming](https://en.wikipedia.org/wiki/Dataflow_programming) for python. Users of [Tensorflow](https://www.tensorflow.org/) will immediately be familiar with the syntax.\n\nAt Spotify, we use Pythonflow in data preprocessing pipelines for machine learning models because\n\n* it automatically caches computationally expensive operations,\n* any part of the computational graph can be easily evaluated for debugging purposes,\n* it allows us to distribute data preprocessing across multiple machines.\n\nSee the [documentation](http://pythonflow.readthedocs.io/en/latest/) for details.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fspotify%2Fpythonflow","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fspotify%2Fpythonflow","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fspotify%2Fpythonflow/lists"}