Good compression for numerical sequences

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  • License: Apache-2.0
  • Author: mwlon
  • Tags compression, numerical

Project description

Crates.io

Pcodec Python API

Pcodec is a codec for numerical sequences. Example usage:

>>> from pcodec import standalone, ChunkConfig
>>> import numpy as np
>>> 
>>> np.random.seed(0)
>>> nums = np.random.normal(size=1000000)
>>> 
>>> # compress
>>> compressed = standalone.simple_compress(nums, ChunkConfig())
>>> print(f'compressed to {len(compressed)} bytes')
compressed to 6946316 bytes
>>> 
>>> # decompress
>>> recovered = standalone.simple_decompress(compressed)
>>> 
>>> np.testing.assert_array_equal(recovered, nums)

For pcodec's uses, design, and benchmarks, see the main repo.

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  • License: Apache-2.0
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