wtf are you talking about, metal is a proprietary Apple API

yes it is a lower level of abstraction, Vulkan is to OpenGL is what C is to like javascript or Java
you manage the entirety of GPU resources yourself, as opposed to old OpenGL where you do whatever and driver could do things well or not

surprisingly its not really the case when Valve did it for their Source games when they added Linux+OSX support
I dont know much about MoltenVK but I think it's a similar story as well?
I've been following a Rust project for a while (https://github.com/gfx-rs/gfx) and it seems like DX12, Vulkan and Metal are very close in terms of API so you could generalize an API to work on either (what gfx-hal does) or translate between (whch is what MotltenVK does)

http://logs.tf/1 which was Nov 18, 2012

2778 times holy shit

ggglygy wanted to see the same but for good sportsmanship: https://gist.github.com/ldesgoui/96e6f27beeb70182f067f56d0b1fd085

I plan on normalizing and porting the dataset to sqlite3 for ease of use, I'll probably make a script that updates the set with newest logs. Should come along in a couple days.
Not exactly keen on just sharing what zoob gave me as there's a potential security vector.

Had the chance to get an entire dump of logs.tf for illuminati matters, I think it contains the entire history up to Jul 4th, that amounts to like 10GB, the contents are basically what you get from calling the JSON API on the site.

I'm sure there's a bunch of cool things to extract from that dump, I'm confident game data would be more interesting than half-baked, context-free offense analysis.

I did not intend for this to be public or to be used in any capacity, it just leaked from when I talked about it on a few Discord servers. I just had access to data and decided to have "morbid" fun.

100M messages (although not all are user-generated, some come from server configs)
282k "r****d"
117k "f****t"
77k "n****r" (I think it was hard R only)
4k "t****y"

Bear in mind that it's like a very very rough analysis, it's possible that there are false positives.

at some points I would sample the list of offending chat messages randomly and I think I ended up finding scratchh and dogo like most of the time

i don't remember who it is and am in bed
it wasn't anyone I had heard about before, I don't think they post on tftv either

yes

make sure to check both types of steam ID, i believe older ones are different and i didn't bother normalizing them
it also counts one for each message posted witb a slur in the username
iirc I searched for substrings "fag", "nigg", "tranny"
Results were mostly boring but it's funny looking at people you know
Only thing that stuck out to me was that 1/8th of the t slurs are dropped from a single individual

@009EFF,

oh god hamaham no

https://clips.twitch.tv/PeppyMagnificentPeachMoreCowbell

shoulda done this years ago.

I Have Not Uncrated Any Unusuauls Because I Have Morals And Standards. I Also Deleted All My Crates. Do You Wish For This Game To Die? I dont. Subscribe to my twitch

Hopefully they have a tangible solution before BlapBash happens, geel had to disable unusual donations for the time being.