Fc, a lossless compressor for floating-point streams
https://github.com/xtellect/fc
#HackerNews #losslesscompression #floatingpoint #streams #dataengineering #softwaredevelopment
Fc, a lossless compressor for floating-point streams
https://github.com/xtellect/fc
#HackerNews #losslesscompression #floatingpoint #streams #dataengineering #softwaredevelopment
For text with a lot of repetition, #bzip3 still blows my mind. š
rld@Intrepid:Documents$ for x in cat "gzip -9" "zstd --ultra -22" "xz -9e" "bzip2 -9" bzip3; do $x < weatherlog-2024.txt |wc -c |tr "\n" "\t"; echo "$x"; done
1735300 cat
80423 gzip -9
63275 zstd --ultra -22
53516 xz -9e
52374 bzip2 -9
40645 bzip3
rld@Intrepid:Documents$ echo 1735300/40645 |bc -l
42.69405830975519744125
#Lossless #Compression #LosslessCompression
P.S. times:
real 1.49 zstd --ultra -22
real 0.94 xz -9e
real 0.23 bzip2 -9
real 0.07 gzip -9
real 0.06 bzip3
real 0.00 cat
DANG. š
How Does Lossless Compression in Fuji RAF Files Work?
https://capnfabs.net/posts/fuji-raf-compression-algorithm/
#HackerNews #LosslessCompression #FujiRAF #Files #ImageProcessing #DataCompression #PhotographyTech
AlexBuz/llama-zip: LLM-powered lossless compression tool
Leverages a user-provided LLM (large language model) as the probabilistic model for an arithmetic coder. This achieves high compression ratios on structured or natural language text, since few bits are needed to encode tokens that the model predicts with high confidence.
#LLM #LosslessCompression #Python #AI #ArtificialIntelligence #Github #PythonProgramming
We started with #LosslessCompression. Across a range of general-purpose (GP) compressors, we found that #Zstandard with
@Blosc2 achieves the best compromise between compression ratio and decompression speed!
NP1: compressed size ~36%
NP2: compressed size ~52%
(3/n)
A nice overview of #lossless #compression #algorithms with a brief #history:
āHistory Of Lossless Data Compression Algorithmsā [2014], ETHW (https://ethw.org/History_of_Lossless_Data_Compression_Algorithms).
Via HN: https://news.ycombinator.com/item?id=31922396
#LZ77 #LempelZiv #LosslessCompression #ZIP #DEFLATE #LZMA #HuffmanCoding #RLE