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Wimsey Alternatives
Similar projects and alternatives to wimsey
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OpenRefine
OpenRefine is a free, open source power tool for working with messy data and improving it
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CodeRabbit
CodeRabbit: AI Code Reviews for Developers. Revolutionize your code reviews with AI. CodeRabbit offers PR summaries, code walkthroughs, 1-click suggestions, and AST-based analysis. Boost productivity and code quality across all major languages with each PR.
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FlashLearn
Integrate LLM in any pipeline - fit/predict pattern, JSON driven flows, and built in concurency support.
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Scrapling
🕷️ An undetectable, powerful, flexible, high-performance Python library that makes Web Scraping easy again!
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data-engineer-handbook
This is a repo with links to everything you'd ever want to learn about data engineering
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
NOTE:
The number of mentions on this list indicates mentions on common posts plus user suggested alternatives.
Hence, a higher number means a better wimsey alternative or higher similarity.
wimsey discussion
wimsey reviews and mentions
Posts with mentions or reviews of wimsey.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2025-02-09.
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Classic Data science pipelines built with LLMs
I'm definitely biased because my day job is writing ETL pipelines and supporting software, and my current side project is a data contracts library for helping the above[0]. Still I'm not sure I see this happening.
80% of the focus of an ETL pipeline is in ensuring edge cases are handled appropriately (i.e. not producing models from potentially erroneous data, dead letter queing unknown fields etc).
I think an LLM would be great for "take this json and make it a pandas dataframe", but a lot less great for interact with this billing API to produce auditable payment tables.
For areas that are reliability focused, LLMs still need a lot more improvments to be useful.
[0] https://github.com/benrutter/wimsey
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The Data Engineering Handbook
Nice list! Although as somebody who works on open source tools for data engineering, it kills me a little to see "companies" as the the list header rather than, say, "projects".
(also, shameless plug for my.latest project Wimsey which is non-company affiliated but does let you test data in a nice, lightweight way: https://github.com/benrutter/wimsey)
- Wimsey: A flexible, lightweight data contracts library
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This Week In Python
wimsey – Easy and flexible data testing and documentation
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A note from our sponsor - SaaSHub
www.saashub.com | 24 Mar 2025
Stats
Basic wimsey repo stats
4
125
7.5
about 1 month ago
benrutter/wimsey is an open source project licensed under MIT License which is an OSI approved license.
The primary programming language of wimsey is Python.
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