4 releases
| 0.1.3 | Feb 8, 2022 |
|---|---|
| 0.1.2 | Feb 7, 2022 |
| 0.1.1 | Feb 7, 2022 |
| 0.1.0 | Feb 4, 2022 |
#405 in Compression
22 downloads per month
22KB
448 lines
Shuffly
Increases compressability of data with fixed-sized records.
Usage Examples
Compress a single file with shuffly and zstd
# Compress
cat my_file | shuffly -e | pzstd -o my_file.shuffly.pzstd
# Extract
cat my_file.shuffly.pzstd | pzstd -d | shuffly -d --output my_file
Compress a folder with tar, shuffly, and zstd
# Compress
tar -cf - my_folder | shuffly -e | pzstd -o my_folder.tar.shuffly.pzstd
# Extract
cat my_folder.tar.shuffly.pzstd | pzstd -d | shuffly -d | tar -xvf -
Installation
The CLI app can be installed with Cargo:
cargo install shuffly
Examples
Compressing OpenStreetMap data stored in osmflat format is a good example for which shuffly can dramatically improve compression ratios.
The following table shows how the original data compresses with zstd versus shuffly combined with zstd.
Compression was done with pzstd -4 on the planet dataset converted to osmflat. The table below lists all files larger than 1 GB.
| File | Original Size | Compressed (zstd) | Compressed (shuffly + zstd) |
|---|---|---|---|
| nodes | 103.62 GB | 45.69% | 29.79% |
| nodes_index | 40.97 GB | 50.17% | 25.27% |
| ids/nodes | 34.54 GB | 51.99% | 1.44% |
| tags_index | 11.95 GB | 18.99% | 19.73% |
| ways | 7.70 GB | 33.71% | 7.95% |
| ids/ways | 3.85 GB | 53.68% | 1.78% |
| stringtable | 1.92 GB | 40.51% | 40.78% |
| tags | 1.20 GB | 28.36% | 24.45% |
| relation_members | 1.09 GB | 24.53% | 27.12% |
How it works
Shuffly detects fixed-sized data patterns by trying out different pattern sized between 1 to 64 bytes. For each pattern it reorderd bytes such that byte X of each record is group together, and stores deltas of these bytes instead of the original data.
The resulting data stream is much more compressible for pattern based compression algorithms like deflate /gz, zip, etc), zstd, or lzma.
Dependencies
~7MB
~126K SLoC