41
submitted 2 weeks ago* (last edited 2 weeks ago) by [email protected] to c/[email protected]

I want to extract and process the metadata from PNG images and the first line of .safetensors files for LLM's and LoRA's. I could spend ages farting around with sed or awk but formats of files are constantly changing. I'd like a faster way to see a summary of training and a few other details when they are available.

top 33 comments
sorted by: hot top controversial new old
[-] [email protected] 86 points 2 weeks ago
[-] [email protected] 17 points 2 weeks ago

I have a very handy command in my .vimrc for this -

command! JSON setlocal filetype=json | %!jq .

Anytime I'm in a json file that isn't formatted it's as simple as typing :JSON to have it all sorted.

[-] [email protected] 9 points 2 weeks ago

Specifically this version of yq - there are other versions bundled with distros that look and act very differently and lack the potency of this version.

[-] [email protected] 3 points 2 weeks ago

Seriously, can't get those 15 minutes back.

[-] [email protected] 3 points 2 weeks ago

And there is htmlq too, if you ever need to scrape some stuff from a website :)

[-] [email protected] 1 points 2 weeks ago

Naw, everybody knows that you have to use regex for that

[-] [email protected] 37 points 2 weeks ago
[-] [email protected] 14 points 2 weeks ago

I’d probably go Python but I’m an idiot

[-] [email protected] 12 points 2 weeks ago

jless to know what the hell I’m looking at and then maybe jq

[-] [email protected] 11 points 2 weeks ago

jq, or if I need to do something wacky a one-off python script.

[-] [email protected] 9 points 2 weeks ago
[-] [email protected] 1 points 2 weeks ago

Yeah, I've been learning some nushell. If you're dealing with data, it's just a great tool. So many sharp edges in the POSIX shell come from it being stringly typed, so having a strongly typed shell is extremely helpful.

[-] [email protected] 8 points 2 weeks ago

A week ago I would have said jq, but just the other day I discovered nushell and have been loving it, if you deal with structured data often it's way easier, just bear in mind it's not POSIX compatible

[-] [email protected] 6 points 2 weeks ago

What are some goos resources for learning jq? I really struggle when it comes to nested keys/values which obviously limits my ability to use it.

[-] [email protected] 4 points 2 weeks ago

I hate to do this, but AI chatbots are typically pretty good at giving examples for things like this and you can learn from it.

[-] [email protected] 2 points 2 weeks ago

AI chatbots are very good for teaching. I'll give them that.

[-] [email protected] 1 points 1 week ago

I definitely use them a lot, but I think "very" is too strong a word. It's pretty easy to get confident, contradictory information from them. They're a good place to start and brainstorm, but all the information has to be verified either by running and testing the code, or by finding a human source.

[-] [email protected] 2 points 1 week ago

True. I wouldn't use them for very complicated stuff. I currently use them for "what is x?" and "how is x different from y?" kinds of question.

One advantage of using an AI is that it removes a lot of fluff that you get on blogs. However, that can change very soon when our AI overlords figure out monetization.

[-] [email protected] 4 points 2 weeks ago

Online json parser. Throw in some data and then structure a query.

It'll keep updating the results as you tweak your query. A simple search will probably give you twenty that'll work. I can't remember what i normally use off the top of my head.

[-] [email protected] 4 points 2 weeks ago
[-] [email protected] 2 points 2 weeks ago* (last edited 2 weeks ago)

I have perused it, but its both so dense and so broad that its not that helpful unless i know exactly what I'm looking for. I have also tried info and tldr. I actually like tldr the most,. although the exhaustiveness of the man pages must be admired. I dont find it to be the best teacher.

[-] [email protected] 6 points 2 weeks ago

Python is very good for working with JSON. Definitely will get you there faster than awk for anything not completely trivial.

[-] [email protected] 5 points 2 weeks ago

Have a look at miller

[-] [email protected] 4 points 2 weeks ago

Previously, I coded something in Rust real quick to spit out and manipulate some JSON, but it looks like the jq/yq below would work fine.

[-] [email protected] 4 points 2 weeks ago* (last edited 2 weeks ago)

Pipe to jless first to pick out targets then jq

If it is a small file and I want to do edits then use Yq to send it to Yaml and back again

Looking at whether duckdb is a better approach especially for querying, bulk transforms, python

[-] [email protected] 3 points 2 weeks ago

There are probably pre-written awk scripts out there that already do what you want, not that I know where they'd be.

That said, you might be better off using one of the bigger but still fairly commonly installed languages. There's bound to be things on PyPI (for Python) or CPAN (for Perl) that could be bolted together for example.

If you're really lucky there might even be something that covers your whole use-case, but I haven't checked.

[-] [email protected] 3 points 2 weeks ago

Python has built-in json parsing, as does (and i know this isnt gonna be popular) PowerShell.

[-] [email protected] 2 points 2 weeks ago

i'm assuming that command line means bash; in which case jq and regex are your friends.

[-] [email protected] 2 points 2 weeks ago

I found a Python project that does enough for my needs. Jq looks super powerful though. Thanks. I managed to get yq working for PNG's, but I had trouble with both jq and yq with safetensor files. I couldn't figure out how to parse a string embedded in an inconsistent starting binary, and with massive files. I could get in and grab the first line with head. I tried some stuff with expansions, but that didn't work and sent me looking for others that have solved the issue better than myself.

[-] [email protected] 1 points 2 weeks ago

If you have npm anyway, the npm json package is pretty nice, you can even edit with readable syntax

[-] [email protected] -2 points 2 weeks ago

Probably not popular opinion, but pwsh (powershell). It's got a lot of tooling built in and means I don't have to learn a different tool just because I'm in a different system.

[-] [email protected] 1 points 2 weeks ago

Big fan of running cat file.json | ConvertFrom-Json and just being able to do things quickly!

[-] [email protected] -2 points 2 weeks ago

For me, a C# developer by trade, this is easily solved with a one command C# call. It's possible you already have dotnet 6 or 8 on your distro as there are many C# Linux apps now.

https://www.nuget.org/packages/System.Text.Json/9.0.0-preview.4.24266.19

this post was submitted on 12 Jun 2024
41 points (97.7% liked)

Linux

45443 readers
953 users here now

From Wikipedia, the free encyclopedia

Linux is a family of open source Unix-like operating systems based on the Linux kernel, an operating system kernel first released on September 17, 1991 by Linus Torvalds. Linux is typically packaged in a Linux distribution (or distro for short).

Distributions include the Linux kernel and supporting system software and libraries, many of which are provided by the GNU Project. Many Linux distributions use the word "Linux" in their name, but the Free Software Foundation uses the name GNU/Linux to emphasize the importance of GNU software, causing some controversy.

Rules

Related Communities

Community icon by Alpár-Etele Méder, licensed under CC BY 3.0

founded 5 years ago
MODERATORS