dud
fselect
dud | fselect | |
---|---|---|
14 | 14 | |
166 | 3,812 | |
- | - | |
6.0 | 8.4 | |
5 days ago | 13 days ago | |
Go | Rust | |
BSD 3-clause "New" or "Revised" License | Apache License 2.0 |
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dud
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Ask HN: How do your ML teams version datasets and models?
I've used DVC in the past and generally liked its approach. That said, I wholeheartedly agree that it's clunky. It does a lot of things implicitly, which can make it hard to reason about. It was also extremely slow for medium-sized dataset (low 10s of GBs).
In response, I created a command-line tool that addresses these issues[0]. To reduce the comparison to an analogy: Dud : DVC :: Flask : Django.
[0]: https://github.com/kevin-hanselman/dud
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🐂 🌾 Oxen.ai - Blazing Fast Unstructured Data Version Control, built in Rust
There is also https://github.com/kevin-hanselman/dud
- Data Version Control
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Tup – an instrumenting file-based build system
I very much agree with you about DVC's feature creep. The other issue I have with it is speed. DVC has left me scratching my head at its sluggishness many times. Because of these factors, I've been working on an alternative that focuses on simplicity and speed[0]. My tool is often five to ten times faster than DVC[1]. I'd love to hear what you think.
[0]: https://github.com/kevin-hanselman/dud
[1]: https://kevin-hanselman.github.io/dud/benchmarks/
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Non-Obvious Docker Uses
I don't know about replacing Make with Docker, but I use the two together to good effect. One of my favorite hacks is adding a 'docker-%' rule in my Makefile to run make commands in a Docker image[1]. It's a bit mind-bending, and there's a few gotchas, but it works surprisingly well for simple rules.
[1]: https://github.com/kevin-hanselman/dud/blob/e98de8fcdf7ad564...
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Git-annex – Managing large files with Git
Thanks for sharing your experience. It's non-trivial and surprising behavior like this that drove me to build a custom system[0] myself. When I started researching version control tools for large files, I remember feeling like git-annex and Git LFS were awkwardly bolted onto Git; Git simply wasn't designed for large files. Then I found DVC[1], and its approach rang true for me. However, after using DVC for a year or so, I grew tired of DVC's many puzzling behaviors (most of which are outlined in the README at [0]). In the end, I built the tool I wanted for the job -- one that is exceptionally simple and fast.
[0]: https://github.com/kevin-hanselman/dud
- Alternative to Git LFS or DVC
- Show HN: A small and simple alternative to Git LFS or DVC
- Dud: a lightweight tool for versioning data alongside source code and building data pipelines.
- Dud: a tool for versioning data alongside source code. A faster and simpler alternative to DVC.
fselect
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A list of new(ish) command line tools – Julia Evans
Shameless plug: a tool I wrote to manage downloads directory :)
https://github.com/jhspetersson/fselect
- Fselect – a CLI tool to find files with “not quite SQL” query language
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What's your favorite ls and/or cd replacements, alternatives or helpers?
Mine alternatives/helpers bringing a new extra functionality are the following: - https://github.com/facebook/pathpicker/ - Facebook PathPicker is a simple command line tool that solves the perpetual problem of selecting files out of bash output. - https://github.com/jhspetersson/fselect - Find files with SQL-like queries - https://github.com/junegunn/fzf - fzf is a general-purpose command-line fuzzy finder.
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Awesome Rewrite It In Rust - A curated list of replacements for existing software written in Rust
I really like fselect, which I use more than fd
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Ask HN: What are some tools / libraries you built yourself?
https://github.com/jhspetersson/fselect
A tiny tool I wrote to search within file piles (mostly unsorted downloads, torrents, and such). I could never remember `find` options, and more advanced queries are a pain. Now one can use some kind of SQL flavor to get the job done.
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AWESOME WINDOWS TOOLS
fselect - Command-line tool to search files with SQL-like queries.
- fselect – find files with SQL-like queries
- Fselect: Find files with SQL-like queries
- fselect - Find files with SQL-like queries
What are some alternatives?
dvc - 🦉 ML Experiments and Data Management with Git
cakephp-swagger-bake - Automatically generate OpenAPI, Swagger, and Redoc documentation from your existing CakePHP code.
scalar - Scalar: A set of tools and extensions for Git to allow very large monorepos to run on Git without a virtualization layer
ion - Mirror of https://gitlab.redox-os.org/redox-os/ion
docker-merge - Docker images as git repositories, so you can merge them.
logram - Utility that takes logs from anywhere and sends them to Telegram.
Task - A task runner / simpler Make alternative written in Go
fd - A simple, fast and user-friendly alternative to 'find'
oxen-release - Lightning fast data version control system for structured and unstructured machine learning datasets. We aim to make versioning datasets as easy as versioning code.
dbmate - :rocket: A lightweight, framework-agnostic database migration tool.
pachyderm - Data-Centric Pipelines and Data Versioning
awesome-rewrite-it-in-rust - A curated list of replacements for existing software written in Rust [Moved to: https://github.com/TaKO8Ki/awesome-alternatives-in-rust]