A zarr-based compression benchmarking tool
Project description
Zarrzipan: A raster compression benchmarking tool
Zarrzipan is a compression benchmarking tool based on Zarr.
Usage
An example of how to use Zarrzipan is included in the
example.py script.
To run this example and generate the benchmark results, execute:
uv run python example.py
Benchmark Results
The following table summarizes the benchmark results generated by example.py:
| Dataset Name | Pipeline Name | Chunk Shape | Iterations | Compression Ratio | Space Saving | Avg Compress Time (ms) | Avg Decompress Time (ms) | Lossiness (MAE) |
|---|---|---|---|---|---|---|---|---|
| SampleFloat32Array | ZlibCompression | (50, 50) | 3 | 3.34x | 0.30 | 2.90 | 1.59 | 0.0000 |
| SampleFloat32Array | BloscCompression | (50, 50) | 3 | 6.37x | 0.16 | 9.75 | 1.50 | 0.0000 |
What does "zarrzipan" mean?
Zarrzipan, pronounced like marzipan, is like "Zarr zip analysis", where zip is a general allusion to compression and not a reference to the specific zip archive format.
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