guillermo/compression_test
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity
Files
b241a44ae1c2091dfac165809a42d21abea62399
compression_test/README.md
Guilleag01 b241a44ae1 Update README.md
2025-01-12 16:30:46 +01:00

409 lines
27 KiB
Markdown
Raw Blame History

# Compression test
- [Compression test](#compression-test)
- [Test setup](#test-setup)
- [Commands](#commands)
- [Results](#results)
- [Non compressible data](#non-compressible-data)
- [Lots of data with mixed types and sizes](#lots-of-data-with-mixed-types-and-sizes)
- [A lot of many small text files](#a-lot-of-many-small-text-files)
- [A few text files](#a-few-text-files)
- [A few mixed files](#a-few-mixed-files)
I made some test on multiple of the compression algorithms and tools found on linux.
## Test setup
The algorithms were tested on the following situations:
- **Lots of data with mixed types and sizes:** A lot of various types of files of varying sizes. The total size of all the files is 4.36 GiB
- **Non-compressible data:** A lot of barely compressible files, in thes case jpeg images. The total size of all the files is 0.62 GiB
- **A lot of many small text files:** A lot of small text files, all the files are under 1MB in size. The total size of all the files is 0.96 GiB
- **A few text files:** A few text files. The total size of all the files is 9.54 MiB
- **A few mixed files:** A few files varying in size and type. The total size of all the files is 6.66 MiB
The algorithms tested were the following:
- XZ
- LZMA
- PGZIP (parallel gzip)
- PBZIP2 (parallel bzip2)
- LZ4
- PLZIP (parallel lzip)
- ZSTD
- RAR
- 7ZIP
- ZIP
The tests were run on a system with the following specs
- Ryzen 9 3900X CPU
- 32 GB DDR4 2133 MT/s memory
- nvme gen4 ssd
- Arch linux kernel version 6.12.8
- xfs file system
Notes: Algorithms noyed with (Best compression) were run with the options for best compression otherwise default options are used.
### Commands
These were the commands used for each algorithm:
| Algorithm | Command |
| :----------------------- | :------------------------------------------ |
| 7ZIP | `7z a <archive> <dir>` |
| LZ4 | `tar c -I"lz4" -f <archive> <dir>` |
| LZ4 (Best compression) | `tar c -I"lz4 -12" -f <archive> <dir>` |
| LZMA | `tar c -I"lzma -T0" -f <archive> <dir>` |
| LZMA (Best compression) | `tar c -I"lzma -9 -T0" -f <archive> <dir>` |
| PBZIP2 | `tar c -Ipbzip2 -f <archive> <dir>` |
| PGZIP | `tar c -I"pigz" -f <archive> <dir>` |
| PGZIP (Best compression) | `tar c -I"pigz --best" -f <archive> <dir>` |
| PLZIP | `tar c -I"plzip" -f <archive> <dir>` |
| PLZIP (Best compression) | `tar c -I"plzip -9" -f <archive> <dir>` |
| RAR | `rar a <archive> <dir>` |
| XZ | `tar c -I"xz -T0" -f <archive> <dir>` |
| XZ (Best compression) | `tar c -I"xz -9 -T0" -f <archive> <dir>` |
| ZIP | `zip -r <archive> <dir>` |
| ZSTD | `tar c -I"zstd -T0" -f <archive> <dir>` |
| ZSTD (Best compression) | `tar c -I"zstd -19 -T0" -f <archive> <dir>` |
## Results
All the tables have the next categories:
- **Time:** The time the compression process took. Lower is better.
- **Compession:** The compression rate after the process. Higher is better.
- **Time normalized compression:** The compression normalized to the time obtained ny dividing the compression by the time. Higher is better.
### Non compressible data
Test with "Non compressible data" sorted by "Time"
| Compression Algorithm | Time | Compression | Time normalized compression |
| :----------------------- | -------: | ----------: | --------------------------: |
| ZSTD | 0.618463 | 1.00274 | 1.62134 |
| LZ4 | 0.674424 | 0.999934 | 1.48265 |
| LZ4 (Best compression) | 1.31029 | 0.999934 | 0.76314 |
| PGZIP (Best compression) | 1.33104 | 1.00505 | 0.755085 |
| PGZIP | 1.56324 | 1.00505 | 0.642927 |
| PBZIP2 | 4.0795 | 1.02804 | 0.252002 |
| RAR | 15.2829 | 1.00414 | 0.0657031 |
| ZIP | 16.6141 | 1.00645 | 0.0605781 |
| 7ZIP | 19.1198 | 1.01995 | 0.0533455 |
| XZ | 22.6181 | 1.01087 | 0.0446928 |
| PLZIP | 23.2036 | 1.0101 | 0.0435319 |
| ZSTD (Best compression) | 29.403 | 1.01446 | 0.034502 |
| PLZIP (Best compression) | 39.529 | 1.01846 | 0.0257648 |
| XZ (Best compression) | 105.435 | 1.02264 | 0.00969931 |
| LZMA | 251.955 | 1.0119 | 0.00401619 |
| LZMA (Best compression) | 355.775 | 1.02573 | 0.00288308 |
Test with "Non compressible data" sorted by "Compression"
| Compression Algorithm | Time | Compression | Time normalized compression |
| :----------------------- | -------: | ----------: | --------------------------: |
| PBZIP2 | 4.0795 | 1.02804 | 0.252002 |
| LZMA (Best compression) | 355.775 | 1.02573 | 0.00288308 |
| XZ (Best compression) | 105.435 | 1.02264 | 0.00969931 |
| 7ZIP | 19.1198 | 1.01995 | 0.0533455 |
| PLZIP (Best compression) | 39.529 | 1.01846 | 0.0257648 |
| ZSTD (Best compression) | 29.403 | 1.01446 | 0.034502 |
| LZMA | 251.955 | 1.0119 | 0.00401619 |
| XZ | 22.6181 | 1.01087 | 0.0446928 |
| PLZIP | 23.2036 | 1.0101 | 0.0435319 |
| ZIP | 16.6141 | 1.00645 | 0.0605781 |
| PGZIP (Best compression) | 1.33104 | 1.00505 | 0.755085 |
| PGZIP | 1.56324 | 1.00505 | 0.642927 |
| RAR | 15.2829 | 1.00414 | 0.0657031 |
| ZSTD | 0.618463 | 1.00274 | 1.62134 |
| LZ4 (Best compression) | 1.31029 | 0.999934 | 0.76314 |
| LZ4 | 0.674424 | 0.999934 | 1.48265 |
Test with "Non compressible data" sorted by "Time normalized compression"
| Compression Algorithm | Time | Compression | Time normalized compression |
| :----------------------- | -------: | ----------: | --------------------------: |
| ZSTD | 0.618463 | 1.00274 | 1.62134 |
| LZ4 | 0.674424 | 0.999934 | 1.48265 |
| LZ4 (Best compression) | 1.31029 | 0.999934 | 0.76314 |
| PGZIP (Best compression) | 1.33104 | 1.00505 | 0.755085 |
| PGZIP | 1.56324 | 1.00505 | 0.642927 |
| PBZIP2 | 4.0795 | 1.02804 | 0.252002 |
| RAR | 15.2829 | 1.00414 | 0.0657031 |
| ZIP | 16.6141 | 1.00645 | 0.0605781 |
| 7ZIP | 19.1198 | 1.01995 | 0.0533455 |
| XZ | 22.6181 | 1.01087 | 0.0446928 |
| PLZIP | 23.2036 | 1.0101 | 0.0435319 |
| ZSTD (Best compression) | 29.403 | 1.01446 | 0.034502 |
| PLZIP (Best compression) | 39.529 | 1.01846 | 0.0257648 |
| XZ (Best compression) | 105.435 | 1.02264 | 0.00969931 |
| LZMA | 251.955 | 1.0119 | 0.00401619 |
| LZMA (Best compression) | 355.775 | 1.02573 | 0.00288308 |
### Lots of data with mixed types and sizes
Test with "Lots of data with mixed types and sizes" sorted by "Time"
| Compression Algorithm | Time | Compression | Time normalized compression |
| :----------------------- | ------: | ----------: | --------------------------: |
| ZSTD | 3.46664 | 2.51686 | 0.726022 |
| LZ4 | 4.21573 | 1.5038 | 0.356712 |
| PGZIP | 9.69945 | 1.6994 | 0.175206 |
| PGZIP (Best compression) | 22.9607 | 1.70312 | 0.0741754 |
| PBZIP2 | 25.7424 | 2.08055 | 0.0808218 |
| LZ4 (Best compression) | 40.0768 | 1.61392 | 0.0402708 |
| XZ | 75.1801 | 3.15492 | 0.0419649 |
| RAR | 87.4462 | 2.76305 | 0.0315972 |
| PLZIP | 91.6147 | 3.08922 | 0.0337197 |
| 7ZIP | 95.7274 | 3.56446 | 0.0372356 |
| ZIP | 116.916 | 1.69067 | 0.0144606 |
| PLZIP (Best compression) | 148.618 | 3.343 | 0.022494 |
| ZSTD (Best compression) | 161.057 | 3.09079 | 0.0191906 |
| XZ (Best compression) | 240.062 | 3.46817 | 0.0144469 |
| LZMA | 1046.05 | 3.21621 | 0.00307463 |
| LZMA (Best compression) | 1226.16 | 3.51061 | 0.00286308 |
Test with "Lots of data with mixed types and sizes" sorted by "Compression"
| Compression Algorithm | Time | Compression | Time normalized compression |
| :----------------------- | ------: | ----------: | --------------------------: |
| 7ZIP | 95.7274 | 3.56446 | 0.0372356 |
| LZMA (Best compression) | 1226.16 | 3.51061 | 0.00286308 |
| XZ (Best compression) | 240.062 | 3.46817 | 0.0144469 |
| PLZIP (Best compression) | 148.618 | 3.343 | 0.022494 |
| LZMA | 1046.05 | 3.21621 | 0.00307463 |
| XZ | 75.1801 | 3.15492 | 0.0419649 |
| ZSTD (Best compression) | 161.057 | 3.09079 | 0.0191906 |
| PLZIP | 91.6147 | 3.08922 | 0.0337197 |
| RAR | 87.4462 | 2.76305 | 0.0315972 |
| ZSTD | 3.46664 | 2.51686 | 0.726022 |
| PBZIP2 | 25.7424 | 2.08055 | 0.0808218 |
| PGZIP (Best compression) | 22.9607 | 1.70312 | 0.0741754 |
| PGZIP | 9.69945 | 1.6994 | 0.175206 |
| ZIP | 116.916 | 1.69067 | 0.0144606 |
| LZ4 (Best compression) | 40.0768 | 1.61392 | 0.0402708 |
| LZ4 | 4.21573 | 1.5038 | 0.356712 |
Test with "Lots of data with mixed types and sizes" sorted by "Time normalized compression"
| Compression Algorithm | Time | Compression | Time normalized compression |
| :----------------------- | ------: | ----------: | --------------------------: |
| ZSTD | 3.46664 | 2.51686 | 0.726022 |
| LZ4 | 4.21573 | 1.5038 | 0.356712 |
| PGZIP | 9.69945 | 1.6994 | 0.175206 |
| PBZIP2 | 25.7424 | 2.08055 | 0.0808218 |
| PGZIP (Best compression) | 22.9607 | 1.70312 | 0.0741754 |
| XZ | 75.1801 | 3.15492 | 0.0419649 |
| LZ4 (Best compression) | 40.0768 | 1.61392 | 0.0402708 |
| 7ZIP | 95.7274 | 3.56446 | 0.0372356 |
| PLZIP | 91.6147 | 3.08922 | 0.0337197 |
| RAR | 87.4462 | 2.76305 | 0.0315972 |
| PLZIP (Best compression) | 148.618 | 3.343 | 0.022494 |
| ZSTD (Best compression) | 161.057 | 3.09079 | 0.0191906 |
| ZIP | 116.916 | 1.69067 | 0.0144606 |
| XZ (Best compression) | 240.062 | 3.46817 | 0.0144469 |
| LZMA | 1046.05 | 3.21621 | 0.00307463 |
| LZMA (Best compression) | 1226.16 | 3.51061 | 0.00286308 |
### A lot of many small text files
Test with "A lot of many small text files" sorted by "Time"
| Compression Algorithm | Time | Compression | Time normalized compression |
| :----------------------- | ------: | ----------: | --------------------------: |
| ZSTD | 1.18429 | 5.13139 | 4.33289 |
| LZ4 | 1.51286 | 3.02663 | 2.00061 |
| PGZIP | 2.15661 | 4.89074 | 2.26779 |
| PGZIP (Best compression) | 3.30062 | 4.95067 | 1.49992 |
| LZ4 (Best compression) | 3.99269 | 4.21619 | 1.05598 |
| PBZIP2 | 4.90839 | 6.37939 | 1.29969 |
| PLZIP | 22.5141 | 7.14673 | 0.317434 |
| ZIP | 23.1998 | 3.73557 | 0.161018 |
| XZ | 25.4004 | 7.3132 | 0.287917 |
| RAR | 35.5695 | 4.04528 | 0.113729 |
| 7ZIP | 46.5886 | 7.21744 | 0.154919 |
| ZSTD (Best compression) | 50.0969 | 7.19689 | 0.143659 |
| PLZIP (Best compression) | 53.0104 | 7.60392 | 0.143442 |
| XZ (Best compression) | 101.392 | 7.61049 | 0.07506 |
| LZMA | 289.196 | 7.39904 | 0.0255848 |
| LZMA (Best compression) | 401.785 | 7.65804 | 0.0190601 |
Test with "A lot of many small text files" sorted by "Compression"
| Compression Algorithm | Time | Compression | Time normalized compression |
| :----------------------- | ------: | ----------: | --------------------------: |
| LZMA (Best compression) | 401.785 | 7.65804 | 0.0190601 |
| XZ (Best compression) | 101.392 | 7.61049 | 0.07506 |
| PLZIP (Best compression) | 53.0104 | 7.60392 | 0.143442 |
| LZMA | 289.196 | 7.39904 | 0.0255848 |
| XZ | 25.4004 | 7.3132 | 0.287917 |
| 7ZIP | 46.5886 | 7.21744 | 0.154919 |
| ZSTD (Best compression) | 50.0969 | 7.19689 | 0.143659 |
| PLZIP | 22.5141 | 7.14673 | 0.317434 |
| PBZIP2 | 4.90839 | 6.37939 | 1.29969 |
| ZSTD | 1.18429 | 5.13139 | 4.33289 |
| PGZIP (Best compression) | 3.30062 | 4.95067 | 1.49992 |
| PGZIP | 2.15661 | 4.89074 | 2.26779 |
| LZ4 (Best compression) | 3.99269 | 4.21619 | 1.05598 |
| RAR | 35.5695 | 4.04528 | 0.113729 |
| ZIP | 23.1998 | 3.73557 | 0.161018 |
| LZ4 | 1.51286 | 3.02663 | 2.00061 |
Test with "A lot of many small text files" sorted by "Time normalized compression"
| Compression Algorithm | Time | Compression | Time normalized compression |
| :----------------------- | ------: | ----------: | --------------------------: |
| ZSTD | 1.18429 | 5.13139 | 4.33289 |
| PGZIP | 2.15661 | 4.89074 | 2.26779 |
| LZ4 | 1.51286 | 3.02663 | 2.00061 |
| PGZIP (Best compression) | 3.30062 | 4.95067 | 1.49992 |
| PBZIP2 | 4.90839 | 6.37939 | 1.29969 |
| LZ4 (Best compression) | 3.99269 | 4.21619 | 1.05598 |
| PLZIP | 22.5141 | 7.14673 | 0.317434 |
| XZ | 25.4004 | 7.3132 | 0.287917 |
| ZIP | 23.1998 | 3.73557 | 0.161018 |
| 7ZIP | 46.5886 | 7.21744 | 0.154919 |
| ZSTD (Best compression) | 50.0969 | 7.19689 | 0.143659 |
| PLZIP (Best compression) | 53.0104 | 7.60392 | 0.143442 |
| RAR | 35.5695 | 4.04528 | 0.113729 |
| XZ (Best compression) | 101.392 | 7.61049 | 0.07506 |
| LZMA | 289.196 | 7.39904 | 0.0255848 |
| LZMA (Best compression) | 401.785 | 7.65804 | 0.0190601 |
### A few text files
Test with "A few text files" sorted by "Time"
| Compression Algorithm | Time | Compression | Time normalized compression |
| :----------------------- | --------: | ----------: | --------------------------: |
| LZ4 | 0.023663 | 1.1127 | 47.0225 |
| PGZIP | 0.0332351 | 1.13478 | 34.1441 |
| PGZIP (Best compression) | 0.0341132 | 1.13541 | 33.2838 |
| ZSTD | 0.036551 | 1.61309 | 44.1327 |
| LZ4 (Best compression) | 0.13737 | 1.13707 | 8.2774 |
| ZIP | 0.237154 | 1.08497 | 4.57493 |
| PBZIP2 | 0.279492 | 1.37485 | 4.91911 |
| RAR | 0.308938 | 1.10265 | 3.56915 |
| 7ZIP | 0.426743 | 2.15245 | 5.04389 |
| ZSTD (Best compression) | 0.928809 | 2.15193 | 2.31687 |
| XZ | 1.49799 | 2.15023 | 1.43541 |
| XZ (Best compression) | 1.55916 | 2.15047 | 1.37925 |
| LZMA | 1.56381 | 2.1419 | 1.36967 |
| LZMA (Best compression) | 1.57281 | 2.14211 | 1.36197 |
| PLZIP | 1.64311 | 2.14013 | 1.30249 |
| PLZIP (Best compression) | 2.30391 | 2.14365 | 0.930438 |
Test with "A few text files" sorted by "Compression"
| Compression Algorithm | Time | Compression | Time normalized compression |
| :----------------------- | --------: | ----------: | --------------------------: |
| 7ZIP | 0.426743 | 2.15245 | 5.04389 |
| ZSTD (Best compression) | 0.928809 | 2.15193 | 2.31687 |
| XZ (Best compression) | 1.55916 | 2.15047 | 1.37925 |
| XZ | 1.49799 | 2.15023 | 1.43541 |
| PLZIP (Best compression) | 2.30391 | 2.14365 | 0.930438 |
| LZMA (Best compression) | 1.57281 | 2.14211 | 1.36197 |
| LZMA | 1.56381 | 2.1419 | 1.36967 |
| PLZIP | 1.64311 | 2.14013 | 1.30249 |
| ZSTD | 0.036551 | 1.61309 | 44.1327 |
| PBZIP2 | 0.279492 | 1.37485 | 4.91911 |
| LZ4 (Best compression) | 0.13737 | 1.13707 | 8.2774 |
| PGZIP (Best compression) | 0.0341132 | 1.13541 | 33.2838 |
| PGZIP | 0.0332351 | 1.13478 | 34.1441 |
| LZ4 | 0.023663 | 1.1127 | 47.0225 |
| RAR | 0.308938 | 1.10265 | 3.56915 |
| ZIP | 0.237154 | 1.08497 | 4.57493 |
Test with "A few text files" sorted by "Time normalized compression"
| Compression Algorithm | Time | Compression | Time normalized compression |
| :----------------------- | --------: | ----------: | --------------------------: |
| LZ4 | 0.023663 | 1.1127 | 47.0225 |
| ZSTD | 0.036551 | 1.61309 | 44.1327 |
| PGZIP | 0.0332351 | 1.13478 | 34.1441 |
| PGZIP (Best compression) | 0.0341132 | 1.13541 | 33.2838 |
| LZ4 (Best compression) | 0.13737 | 1.13707 | 8.2774 |
| 7ZIP | 0.426743 | 2.15245 | 5.04389 |
| PBZIP2 | 0.279492 | 1.37485 | 4.91911 |
| ZIP | 0.237154 | 1.08497 | 4.57493 |
| RAR | 0.308938 | 1.10265 | 3.56915 |
| ZSTD (Best compression) | 0.928809 | 2.15193 | 2.31687 |
| XZ | 1.49799 | 2.15023 | 1.43541 |
| XZ (Best compression) | 1.55916 | 2.15047 | 1.37925 |
| LZMA | 1.56381 | 2.1419 | 1.36967 |
| LZMA (Best compression) | 1.57281 | 2.14211 | 1.36197 |
| PLZIP | 1.64311 | 2.14013 | 1.30249 |
| PLZIP (Best compression) | 2.30391 | 2.14365 | 0.930438 |
### A few mixed files
Test with "A few mixed files" sorted by "Time"
| Compression Algorithm | Time | Compression | Time normalized compression |
| :----------------------- | --------: | ----------: | --------------------------: |
| LZ4 | 0.0194356 | 1.99491 | 102.642 |
| PGZIP | 0.0281055 | 2.8725 | 102.204 |
| ZSTD | 0.0360215 | 3.09782 | 85.9993 |
| PGZIP (Best compression) | 0.0510929 | 2.8845 | 56.4561 |
| PBZIP2 | 0.0964587 | 3.3937 | 35.1829 |
| RAR | 0.16964 | 3.48817 | 20.5622 |
| LZ4 (Best compression) | 0.175575 | 2.56754 | 14.6237 |
| ZIP | 0.249501 | 2.77821 | 11.1351 |
| 7ZIP | 0.524823 | 4.15235 | 7.91191 |
| XZ | 1.22789 | 4.16868 | 3.395 |
| LZMA | 1.23839 | 4.1687 | 3.36623 |
| PLZIP | 1.26057 | 4.15287 | 3.29444 |
| LZMA (Best compression) | 1.29071 | 4.1687 | 3.22976 |
| ZSTD (Best compression) | 1.42642 | 3.75015 | 2.62906 |
| XZ (Best compression) | 1.44246 | 4.16868 | 2.88998 |
| PLZIP (Best compression) | 2.02732 | 4.18295 | 2.06329 |
Test with "A few mixed files" sorted by "Compression"
| Compression Algorithm | Time | Compression | Time normalized compression |
| :----------------------- | --------: | ----------: | --------------------------: |
| PLZIP (Best compression) | 2.02732 | 4.18295 | 2.06329 |
| LZMA (Best compression) | 1.29071 | 4.1687 | 3.22976 |
| LZMA | 1.23839 | 4.1687 | 3.36623 |
| XZ (Best compression) | 1.44246 | 4.16868 | 2.88998 |
| XZ | 1.22789 | 4.16868 | 3.395 |
| PLZIP | 1.26057 | 4.15287 | 3.29444 |
| 7ZIP | 0.524823 | 4.15235 | 7.91191 |
| ZSTD (Best compression) | 1.42642 | 3.75015 | 2.62906 |
| RAR | 0.16964 | 3.48817 | 20.5622 |
| PBZIP2 | 0.0964587 | 3.3937 | 35.1829 |
| ZSTD | 0.0360215 | 3.09782 | 85.9993 |
| PGZIP (Best compression) | 0.0510929 | 2.8845 | 56.4561 |
| PGZIP | 0.0281055 | 2.8725 | 102.204 |
| ZIP | 0.249501 | 2.77821 | 11.1351 |
| LZ4 (Best compression) | 0.175575 | 2.56754 | 14.6237 |
| LZ4 | 0.0194356 | 1.99491 | 102.642 |
Test with "A few mixed files" sorted by "Time normalized compression"
| Compression Algorithm | Time | Compression | Time normalized compression |
| :----------------------- | --------: | ----------: | --------------------------: |
| LZ4 | 0.0194356 | 1.99491 | 102.642 |
| PGZIP | 0.0281055 | 2.8725 | 102.204 |
| ZSTD | 0.0360215 | 3.09782 | 85.9993 |
| PGZIP (Best compression) | 0.0510929 | 2.8845 | 56.4561 |
| PBZIP2 | 0.0964587 | 3.3937 | 35.1829 |
| RAR | 0.16964 | 3.48817 | 20.5622 |
| LZ4 (Best compression) | 0.175575 | 2.56754 | 14.6237 |
| ZIP | 0.249501 | 2.77821 | 11.1351 |
| 7ZIP | 0.524823 | 4.15235 | 7.91191 |
| XZ | 1.22789 | 4.16868 | 3.395 |
| LZMA | 1.23839 | 4.1687 | 3.36623 |
| PLZIP | 1.26057 | 4.15287 | 3.29444 |
| LZMA (Best compression) | 1.29071 | 4.1687 | 3.22976 |
| XZ (Best compression) | 1.44246 | 4.16868 | 2.88998 |
| ZSTD (Best compression) | 1.42642 | 3.75015 | 2.62906 |
| PLZIP (Best compression) | 2.02732 | 4.18295 | 2.06329 |
Reference in New Issue View Git Blame Copy Permalink