FastLZ - lightning-fast compression library(fastlz.org)

49 pointsby ColinWright14 anni fa16 comments

FastLZ - lightning-fast compression library

http://fastlz.org/

16 comments

It does compress slightly faster and better than lz4 (when the output is written to disk on a SSD) using the default parameters:

For an input text file alpha.txt whose size is 3.3GB:

- fastlz compresses in 1m6.446s (real time)

  $ time ./6pack ~/Desktop/alpha/alpha.txt /tmp/out.fastlz 
  alpha.txt         
  [##################################################] 43.4% saved

  real	1m6.446s
  user	0m26.482s
  sys	0m8.346s

- lz4 compresses in 1m15.681s (real time)

  $ time ./LZ4Demo.exe ~/Desktop/alpha/alpha.txt /tmp/out.lz4
  *** Compression CLI using LZ4 algorithm , by Yann Collet (Jul 25 2012) ***
  Compressed 3590403790 bytes into 2418583396 bytes ==> 67.36%
  Done in 35.99 s ==> 95.13 MB/s

  real	1m15.681s
  user	0m23.081s
  sys	0m12.927s

Here is the size of the output:

  1.9G /tmp/out.fastlz
  2.3G /tmp/out.lz4

lz4 is here: http://code.google.com/p/lz4 alpha.txt was generated as advertised on this website: http://leon.bottou.org/projects/sgd

Both projects were compiled from the trunk on a 2009 MacBook Pro running OSX 10.6 with gcc i686-apple-darwin10-gcc-4.2.1.

I will now make some room on my SSD to time uncompress.

Edit: I rerun the previous compression and the results are pretty stable: +/- 2s

ogrisel14 anni fa

Here are the decompression timings:

  $ time ./6unpack /tmp/out.fastlz
  Archive: /tmp/out.fastlz

  alpha.txt       
  [..................................................]


  real	2m1.514s
  user	0m12.038s
  sys	0m16.199s

  $ time ./LZ4Demo.exe -d /tmp/out.lz4 /tmp/out.lz4.txt
  *** Compression CLI using LZ4 algorithm , by Yann Collet (Jul 25 2012) ***
  Successfully decoded 3590403790 bytes 
  Done in 24.54 s ==> 139.53 MB/s

  real	1m47.692s
  user	0m6.320s
  sys	0m18.227s

Decompression is thus faster for LZ4 but probably very limited in both cases by writing the output file to the SSD.

ogrisel14 anni fa

Indeed for in-memory decompression LZ4 is much faster as expected:

  $ time ./LZ4Demo.exe -d /tmp/out.lz4 /dev/null
  *** Compression CLI using LZ4 algorithm , by Yann Collet (Jul 25 2012) ***
  Successfully decoded 3590403790 bytes 
  Done in 8.04 s ==> 426.03 MB/s

  real	0m17.829s
  user	0m5.837s
  sys	0m2.206s

I cannot do the same bench using fastlz default 6unpack program as it does not seem to be able to skip the filesystem based decompression.

beagle314 anni fa

Comparing to zip (algorithm last updated 94 or so) for speed? Why not compare against the leaders, LZO and snappy?

dchest14 anni fa

Here's comparison table from a competing library LZ4 http://code.google.com/p/lz4/

0x199714 anni fa

http://blosc.pytables.org

j_s14 anni fa

Wow!

  > In this mode Blosc can copy memory usually faster than a plain memcpy()

I'm surprised to see something like this flying under the radar (this sounds too good to be true!). Has this library or similar ideas become a standard part of mainstream projects?

ogrisel14 anni fa

Hadoop can use various fast compressors such as snappy, LZO, LZ4 so as to be able to read and store data from and to the hard drives faster than if uncompressed.

WimLeers14 anni fa

I wonder how it compares to 7-Zip (http://www.7-zip.org/) and its LZMA/LZMA2 algorithm, when you have a ready-heavy/write-light situation.

ogrisel14 anni fa

7zip is a slow compressor that compresses well. fastlz should better be compared to LZ4 or Snappy which are meant to be trade compression rate for speed.

FigBug14 anni fa

I'm looking for something like this for a 16bit micro (dsPIC33). A quick scan of the code and I don't see any obvious issues on running on a 16bit machine, so hopefully it works.

andrewf14 anni fa

What sort of data are you looking to compress? Most of these "fast, small implementation" compressors don't crunch down common bytes into <8 bits, but instead focus on encoding repeated multi-byte patterns only. (That's what "LZ" is).

For LZ to compress well, you need a reasonably sized lookback buffer, plus a hash index of previously encountered patterns, so you might have trouble finding an LZ encoder that works with very little memory.

beagle314 anni fa

http://www.oberhumer.com/opensource/lzo/ has been ported to everything.

FigBug14 anni fa

LZO requires 64kB of memory. I've only have 16kB total. It looks like FastLZ requires 8kB. Still looking for something smaller.

beagle314 anni fa

I suspect you'll have to write something yourself - I've not seen an LZ-style compressor (either lz78/lzw/"arc" or lz77/lzss/lzma/zip) that can do with so little memory and have reasonable performance. (The memory mostly has hash tables; less memory with these algorithms essentially guarantees much, much longer run time or much, much lower compression ratio).

Note, though, that's only for compression. LZO can decompress in-place, as can snappy, and I'm sure others can too.

ChrisArchitect14 anni fa

fast or not, this url/link is olddddd