{"library":"frictionless","type":"library","category":null,"description":"Frictionless is a data management framework for Python that provides functionality to describe, extract, validate, and transform tabular data (DEVT Framework). It supports a great deal of data sources and formats, as well as provides popular platform integrations. The framework is powered by the lightweight yet comprehensive Frictionless Standards. The current version is 5.18.1. The project has an active development and release cadence, with version 2.0 of the underlying Data Package standard recently released in June 2024, and significant updates to the Python library.","language":"python","status":"active","version":"5.18.1","tags":["data validation","data management","tabular data","data quality","metadata","data package"],"last_verified":"Fri May 22","install":[{"cmd":"pip install frictionless","imports":["from frictionless import describe","from frictionless import extract","from frictionless import validate","from frictionless import Package"]},{"cmd":"pip install frictionless[sql]","imports":[]},{"cmd":"pip install frictionless[pandas]","imports":[]}],"homepage":"https://frictionlessdata.io","github":"https://github.com/frictionlessdata/framework","docs":null,"changelog":"https://github.com/frictionlessdata/framework/blob/main/CHANGELOG.md","pypi":"https://pypi.org/project/frictionless/","npm":null,"openapi_spec":null,"status_page":null,"smithery":null,"compatibility":{"summary":{"python_range":"3.10–3.9","success_rate":100,"avg_install_s":11,"avg_import_s":1.05,"wheel_type":"wheel"},"url":"https://checklist.day/v1/registry/frictionless/compatibility"}}