{"categories":[{"label":"Libraries","url":"https://skillfed.io/packages/category/software-development-libraries/10"}],"enrichment":{"capability":"Provides libraries for processing large data sets on AWS with Pandas.","skillfed_tags":["aws-integration","data-processing","abandoned"],"use_cases":["Processing large datasets stored in AWS S3 using Pandas DataFrames","Building data pipelines that integrate AWS services with Pandas workflows","Legacy projects already using newtools that require maintenance","Leveraging pre-built utilities for AWS data engineering tasks"],"what_it_does":"newtools is a data processing library developed by Deductive for working with large datasets on AWS using Pandas. It bundles utilities the team found useful in their own projects, positioned as a toolkit for data engineering workflows on cloud infrastructure.\n\nThe package requires Python >=3.6 and distributes as a source archive, meaning installation involves build steps. With abandoned maintenance status and no updates since its last release 1144 days ago, the library is not actively developed or supported, which may create compatibility gaps with current versions of Pandas, AWS SDKs, or Python itself.","worth_installing":"No. The package is abandoned with no maintenance for over three years, high install friction from source distribution, and unclear documentation of utilities or compatibility with current Pandas and AWS SDK versions. For new projects, use actively maintained alternatives; for existing projects, consider migrating to supported libraries."},"id":"newtools","links":{"html":"https://skillfed.io/packages/newtools","md":"https://skillfed.io/packages/newtools.md","pypi":"https://pypi.org/project/newtools/"},"maintenance":{"status":"abandoned"},"meta":{"latest_release":"2023-06-27","license_spdx":null,"license_treatment":"permissive","name":"newtools","python_support":"supports_current","summary":"Provides useful libraries for processing large data sets."},"popularity":{"monthly_downloads":82998,"position":14109,"tier":"top_15000"},"security":{"n_vulnerabilities":0},"version":"2.2.489"}