{"id":15013072,"url":"https://github.com/jvtm/puro","last_synced_at":"2026-01-17T03:47:03.548Z","repository":{"id":57455566,"uuid":"122492554","full_name":"jvtm/puro","owner":"jvtm","description":"Puro - Highly configurable data streams in Python 3.x","archived":false,"fork":false,"pushed_at":"2018-03-16T15:41:45.000Z","size":38,"stargazers_count":3,"open_issues_count":1,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-03-11T18:53:36.917Z","etag":null,"topics":["datastream","json-data","json-schema","python","python3"],"latest_commit_sha":null,"homepage":"","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/jvtm.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2018-02-22T14:51:29.000Z","updated_at":"2018-05-01T13:19:28.000Z","dependencies_parsed_at":"2022-09-05T18:12:03.673Z","dependency_job_id":null,"html_url":"https://github.com/jvtm/puro","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jvtm%2Fpuro","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jvtm%2Fpuro/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jvtm%2Fpuro/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/jvtm%2Fpuro/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/jvtm","download_url":"https://codeload.github.com/jvtm/puro/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247378141,"owners_count":20929297,"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":["datastream","json-data","json-schema","python","python3"],"created_at":"2024-09-24T19:43:42.187Z","updated_at":"2026-01-17T03:47:03.501Z","avatar_url":"https://github.com/jvtm.png","language":"Python","readme":"# Puro\n\n[![Build Status](https://travis-ci.org/jvtm/puro.svg?branch=master)](https://travis-ci.org/jvtm/puro)\n[![License](https://img.shields.io/pypi/l/puro.svg)](https://github.com/jvtm/puro)\n[![Version](https://img.shields.io/pypi/v/puro.svg)](https://pypi.python.org/pypi/puro)\n[![Python Versions](https://img.shields.io/pypi/pyversions/puro.svg)](https://pypi.python.org/pypi/puro)\n\nHighly configurable data streams in Python 3.x.\n\nIdea is to use _JSON schemas_ for selecting objects from _input sources_\nand passing them to _action chains_.\n\nBoth sources and actions implement respective _plugin interface_, and they\ncan be re-used, configured and glued together in different order via config files.\n\nPriority is to be usable, configurable and human friendly. But according to\ninitial benchmarks this can be also made _blazingly fast_ -- or at least as fast\nas any custom processing would be.\n\nOverall goal is to battle-tested functional core, easy but powerful configuration language\nand extendable plugin API modelled after real life data handling scenarios.\n\nThese aspects will hopefully make this library worth using.\n\nThis is **not** a message queue. This is a component that sits _between_ message queues, datastores etc.\n\nAlso, only basic plugins will be provided here. While usable, they might not\nadapt to _your_ use-case. Instead of being ready for all possible data formats\neverywhere, the provided plugins will do just basic (data agnostic) actions.\nConsider them just a bit more than Hello World examples.\n\n\n## Core\n\n_Python 3.x port, asyncio experiments on-going. Stay tuned!_\n\n\n## Inputs\n\nVarious stream readers and examples will be provided (HTTP, Redis, SQS, Kombu, local dir, ...)\n\n\n## Selectors\n\n`jsonschema` + possibly others like `kmatch`\n\n\n## Actions\n\nCan either _data modifiers_ (modify, sanitize, filter, enrich)\nor _data storers_ (Redis, disk, databases, message queues, ...)\n\n\n## Work In Progress\n\nThis project is a full rewrite of an earlier, abandoned Python 2.x project.\n\nPieces will be committed here once things get ported into Python 3.6+ syntax,\nand utilizing latest and greatest helper libraries.\n\nOnce the basic pieces exist, it is possible to extend the flow by having statistics,\nthrottling, logging, etc plugins too.\n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjvtm%2Fpuro","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjvtm%2Fpuro","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjvtm%2Fpuro/lists"}