Comments (3)
- Only functions with 256 in the name are using 256 integers, all other functions use 128.
If the d functions compress better than d1, then your sequence is not strictly increasing (assuming turbopfordelta128 = vp4denc32).
2.The bit width with the best compression is used in the coding. There are different build in algos in TurboPFor (vp4) functions: bitpacking, PFor, Variable byte, constant.
3.All relevant bit sizes are examined, the best algo and the best bit width with maximal compression (regardless of speed) is used to encode all 128/256 integers in the block.
Feel free to ask me about TurboPFor. I'm glad you have interest in it, especially in the most complex part (idxqry.c).
After many years, TurboPFor is still SOTA. I have more ideas how to possibly improve it with novel algos, but I have actually no time for such a complex thing.
from turbopfor-integer-compression.
Thanks for answering all my questions :) I'd be interested in hearing about what ideas you have for improving these algorithms.
from turbopfor-integer-compression.
Note that for the vp4 functions, the compression is never worse than bitpacking.
from turbopfor-integer-compression.
Related Issues (20)
- Benchmark: TurboTranspose+iccodecs vs Quantile Compression
- Turbopfor 256 performs worse than Turbopfor 128 HOT 5
- macos 13.3.1 m1 build issue HOT 8
- D1 Differential Coding HOT 2
- Boundary check in idxqry.C HOT 3
- Benchmark: TurboPFor Integer Compression on APPLE M1
- p4ddec32 HOT 1
- Cross-compiling for iOS HOT 1
- python support HOT 1
- small array compression HOT 3
- negative ints? HOT 1
- Streaming Data HOT 3
- icapp I and J arguments HOT 1
- Benchmark: Lossy Floating Point Preprocessing Turbo Razor vs Granular bitround vs libroundfast
- Benchmark: Time Series - TurboPFor, TurboFloat, TurboFloat LzX, TurboGorilla,...
- Benchmark: TurboByte+TurboBitByte vs streamvbtyte
- Compiling with AVX2 option HOT 4
- How do I compile idxcr, idxqry and idxqry? HOT 1
- Fastest Integer Decompression Algorithms? HOT 2
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from turbopfor-integer-compression.