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Joined 1 year ago
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Cake day: June 10th, 2023

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  • Could use Polars, afaik it supports streaming from CSVs too, and frankly the syntax is so much nicer than pandas coming from spark land.

    Do you need to persist? What are you doing with them? A really common pattern for analytics is landing those in something like Parquet, Delta, less frequently seen Avro or ORC and then working right off that. If they don’t change, it’s an option. 100 gigs of CSVs will take some time to write to a database depending on resources, tools, db flavour, tbf writing into a compressed format takes time too, but saves you managing databases (unless you want to, just presenting some alternates)

    Could look at a document db, again, will take time to ingest and index, but definitely another tool, I’ve touched elastic and stood up mongo before, but Solr is around and built on top of lucene which I knew elastic was but apparently so is mongo.

    Edit: searchable? I’d look into a document db, it’s quite literally what they’re meant for, all of those I mentioned are used for enterprise search.





  • I really dislike the locking of the taskbar to the bottom, having to click twice to see all my right click options, having to dig through multiple layers of menus to find a setting, not a fan of copilot being pushed in the OS (though I did totally use cortana back in the day, had some somewhat nice assistant features like traffic monitoring to recommend when I left for work), generally not a fan of for lack of better term “streamlining”, it’s mostly minor annoyances and the like but they add up.

    I do really like Auto HDR, winget being there ootb (I think? Was amazing when I migrated work computers), windows terminal is straight up fantastic. It’s still definitely useable, it’s just only on my work machines (no choice, but I live in the terminal, text editors and browser for almost everything so OS doesn’t really matter much to me) and my desktop, run linux on everything else.


  • I have an Asus ROG laptop I bought in 2013 with a 3rd gen i7, whatever the gtx 660 mobile chip was and 16gb of ram, it’s definitely old by any definition, but swapping for an ssd makes it super useable, it’s the machine that lives in my garage as a shop/lab computer. To be fair, its job is web browsing, CAD touchups, slicing and PDF viewing most of the time, but I bet I could be more demanding on it.

    I had been running mint w/ cinnamon on it before as I was concerned about resource usage, was a klipper and octoprint host to printer for a year and a bit. Wiped it and went for Debian with xfce becauae again, was originally concerned about resource usage but ended up swapping to KDE and I don’t notice any difference so it’s staying that way.

    I really hate waste so I appreciate just how useable older hardware can be, Yeah there’s probably an era that’s less true but I’ll go out on a limb (based on feeling only) and suggest that anything in the last 15 years this’ll be true for, but that’s going to depend on what you’re trying to do with it, you won’t have all the capability of more modern hardware but frankly a lot of use cases probably don’t need that anyhow (web browsing, word processing, programming, music playback for sure, probably some video playback, pretty much haven’t hit a wall yet with my laptop)





  • I was trying to get on the list at mt work when I got a hardware refresh this year, I dislike large laptops and the dev spec is a 17" thinkpad (which imo has the left CTL and fn keys backwards, breaks muscle memory when changing between computers) but I’m docked most times but when I’m not the battery is terrible, maybe a handful of hours. Probably due to corporate crapware, but at least the arm macbooks stand a chance, my partner has an m1 mbp and she doesn’t bother charging it most workdays or work with it plugged in, she doesn’t need to. We were playing factorio the other night and she was moonlighting into her desktop, she got through a day’s work, a bunch of hours of game streaming and some of the next work day, that should be the expectation for a normal device.

    Apple in my view really understood mobile devices, they had the hands down best trackpad for a long time, a fantastic keyboard, great display, a form factor you can actually carry around and as far as I recall, even the intel macs had better battery life.


  • I just really like KDE, been between that and XFCE for years. Ubuntu’s version of gnome when they went to that side bar layout that looks like it’s meant for tablets turned me off of trying it again (though probably be great on a tablet). KDE’s super customisable too, totally done a faux osx look for my laptop and use more or less stock KDE on my shop computer. I didn’t mind older gnome though, isn’t that what cinnamon or mate are meant to feel like?





  • The task bar change annoyed the hell out of me, get why people were so upset with w8 now, I’ve been a top taskbar person since xp, small gripe but it jarred me, at least the hotkeys didn’t change, the hiding of context menus irks me too, if you are going to do things like that, let me toggle it off. Windows has been getting increasingly frustrating to power users, more annoying to me because winget is solid and windows terminal is actually really nice.

    Same boat, work is windows, I’ve found it easier to work on a linux VM or totally in wsl with a chunk of tasks, had grief with docker too which to be fair, I’m pretty sure most of these issues are because of group policies, company i work for bought tech firms but the central IT is setup for business users so things like local admin I had to fight for weeks to get just to install the azure CLI.