fpzip
fpzip is a compression algorithm supporting lossless and lossy encoding for up to 4 dimensional floating point data. This package contains Python C++ bindings for the fpzip algorithm (version 1.3.0). The version number for this package is independent. Python 3.7+ is supported.
import fpzip
import numpy as np
data = np.array(..., dtype=np.float32) # up to 4d float or double array
# Compress data losslessly, interpreting the underlying buffer in C (default) or F order.
compressed_bytes = fpzip.compress(data, precision=0, order='C') # returns byte string
# Back to 3d or 4d float or double array, decode as C (default) or F order.
data_again = fpzip.decompress(compressed_bytes, order='C')
Installation
pip Binary Installation
pip install fpzip
If we have a precompiled binary available the above command should just work. However, if you have to compile from sounce, it's unfortunately necessary to install numpy first because of a quirk in the Python installation procedure that won't easily recognize when a numpy installation completes in the same process. There are some hacks, but I haven't gotten them to work.
pip Source Installation
Requires C++ compiler.
pip install numpy
pip install fpzip
Direct Installation
Requires C++ compiler.
$ pip install numpy
$ python setup.py develop
References
Algorithm and C++ code by Peter Lindstrom and Martin Isenburg. Cython interface code by William Silversmith. Check out Dr. Lindstrom's site or the fpzip Github page.
- Peter Lindstrom and Martin Isenburg, "Fast and Efficient Compression of Floating-Point Data," IEEE Transactions on Visualization and Computer Graphics, 12(5):1245-1250, September-October 2006, doi:10.1109/TVCG.2006.143.
1 maintainer
Metadata
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Release files for fpzip 1.2.5
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| fpzip-1.2.5.tar.gz | 39.0 kB | Details |
Built distributions (wheels)
Total release size: 21.4 MB
Release files / fpzip-1.2.5.tar.gz
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| Tags | Source |
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Release files / fpzip-1.2.5-cp313-cp313-win_amd64.whl
| Download URL | fpzip-1.2.5-cp313-cp313-win_amd64.whl |
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| Tags | CPython 3.13 Windows x86-64 |
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Release files / fpzip-1.2.5-cp313-cp313-win32.whl
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
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twine/6.1.0 CPython/3.11.3
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Release files / fpzip-1.2.5-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
| Download URL | fpzip-1.2.5-cp310-cp310-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl |
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| Size | 1.0 MB |
| Tags | CPython 3.10 Linux glibc 2.17+ x86-32 Linux glibc 2.5+ x86-32 |
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BLAKE2b-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.11.3
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Release files / fpzip-1.2.5-cp310-cp310-macosx_11_0_arm64.whl
| Download URL | fpzip-1.2.5-cp310-cp310-macosx_11_0_arm64.whl |
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| Size | 132.0 kB |
| Tags | CPython 3.10 macOS 11.0+ ARM64 |
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SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.11.3
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Release files / fpzip-1.2.5-cp310-cp310-macosx_10_9_x86_64.whl
| Download URL | fpzip-1.2.5-cp310-cp310-macosx_10_9_x86_64.whl |
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| Size | 142.8 kB |
| Tags | CPython 3.10 macOS 10.9+ x86-64 |
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SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.11.3
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Release files / fpzip-1.2.5-cp39-cp39-win_amd64.whl
| Download URL | fpzip-1.2.5-cp39-cp39-win_amd64.whl |
|---|---|
| Size | 114.0 kB |
| Tags | CPython 3.9 Windows x86-64 |
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SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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| Upload date | |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.11.3
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Release files / fpzip-1.2.5-cp39-cp39-win32.whl
| Download URL | fpzip-1.2.5-cp39-cp39-win32.whl |
|---|---|
| Size | 100.3 kB |
| Tags | CPython 3.9 Windows x86-32 |
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SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.11.3
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Release files / fpzip-1.2.5-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | fpzip-1.2.5-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 1.0 MB |
| Tags | CPython 3.9 Linux glibc 2.17+ x86-64 |
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SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.11.3
|
Release files / fpzip-1.2.5-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | fpzip-1.2.5-cp39-cp39-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 989.2 kB |
| Tags | CPython 3.9 Linux glibc 2.17+ ARM64 |
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SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.11.3
|
Release files / fpzip-1.2.5-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
| Download URL | fpzip-1.2.5-cp39-cp39-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl |
|---|---|
| Size | 1.0 MB |
| Tags | CPython 3.9 Linux glibc 2.17+ x86-32 Linux glibc 2.5+ x86-32 |
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SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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| Upload date | |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.11.3
|
Release files / fpzip-1.2.5-cp39-cp39-macosx_11_0_arm64.whl
| Download URL | fpzip-1.2.5-cp39-cp39-macosx_11_0_arm64.whl |
|---|---|
| Size | 132.6 kB |
| Tags | CPython 3.9 macOS 11.0+ ARM64 |
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SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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| Upload date | |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.11.3
|
Release files / fpzip-1.2.5-cp39-cp39-macosx_10_9_x86_64.whl
| Download URL | fpzip-1.2.5-cp39-cp39-macosx_10_9_x86_64.whl |
|---|---|
| Size | 143.5 kB |
| Tags | CPython 3.9 macOS 10.9+ x86-64 |
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SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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| Upload date | |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.11.3
|
Release files / fpzip-1.2.5-cp38-cp38-win_amd64.whl
| Download URL | fpzip-1.2.5-cp38-cp38-win_amd64.whl |
|---|---|
| Size | 114.1 kB |
| Tags | CPython 3.8 Windows x86-64 |
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SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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| Upload date | |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.11.3
|
Release files / fpzip-1.2.5-cp38-cp38-win32.whl
| Download URL | fpzip-1.2.5-cp38-cp38-win32.whl |
|---|---|
| Size | 100.2 kB |
| Tags | CPython 3.8 Windows x86-32 |
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SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.11.3
|
Release files / fpzip-1.2.5-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | fpzip-1.2.5-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 1.0 MB |
| Tags | CPython 3.8 Linux glibc 2.17+ x86-64 |
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SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.11.3
|
Release files / fpzip-1.2.5-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
| Download URL | fpzip-1.2.5-cp38-cp38-manylinux_2_17_aarch64.manylinux2014_aarch64.whl |
|---|---|
| Size | 1.0 MB |
| Tags | CPython 3.8 Linux glibc 2.17+ ARM64 |
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SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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| Upload date | |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.11.3
|
Release files / fpzip-1.2.5-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl
| Download URL | fpzip-1.2.5-cp38-cp38-manylinux_2_5_i686.manylinux1_i686.manylinux_2_17_i686.manylinux2014_i686.whl |
|---|---|
| Size | 1.0 MB |
| Tags | CPython 3.8 Linux glibc 2.17+ x86-32 Linux glibc 2.5+ x86-32 |
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SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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| Upload date | |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.11.3
|
Release files / fpzip-1.2.5-cp38-cp38-macosx_11_0_arm64.whl
| Download URL | fpzip-1.2.5-cp38-cp38-macosx_11_0_arm64.whl |
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| Size | 132.0 kB |
| Tags | CPython 3.8 macOS 11.0+ ARM64 |
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SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.11.3
|
Release files / fpzip-1.2.5-cp38-cp38-macosx_10_9_x86_64.whl
| Download URL | fpzip-1.2.5-cp38-cp38-macosx_10_9_x86_64.whl |
|---|---|
| Size | 142.8 kB |
| Tags | CPython 3.8 macOS 10.9+ x86-64 |
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SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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| Upload date | |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.11.3
|
