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        "author": "William Silversmith",
        "author_email": "ws9@princeton.edu",
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            "Development Status :: 5 - Production/Stable",
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            "Programming Language :: Python :: 2",
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            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.5",
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        "description": "[![Build Status](https://travis-ci.org/seung-lab/fpzip.svg?branch=master)](https://travis-ci.org/seung-lab/fpzip) [![PyPI version](https://badge.fury.io/py/fpzip.svg)](https://badge.fury.io/py/fpzip)\n\n# fpzip\n\nfpzip 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 1.2.0). The version number for this package is independent. Python 2.7 and Python 3+ are supported.\n\n```python\nimport fpzip\nimport numpy as np\n\ndata = np.array(..., dtype=np.float32) # up to 4d float or double array\n# Compress data losslessly, interpreting the underlying buffer in C (default) or F order.\ncompressed_bytes = fpzip.compress(data, precision=0, order='C') # returns byte string\n# Back to 3d or 4d float or double array, decode as C (default) or F order.\ndata_again = fpzip.decompress(compressed_bytes, order='C') \n```\n\n## Installation\n\n#### `pip` Binary Installation  \n\n```bash\npip install fpzip\n```\n\nIf 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.\n\n#### `pip` Source Installation\n\n*Requires C++ compiler.*\n\n```bash\npip install numpy\npip install fpzip\n```\n\n#### Direct Installation\n\n*Requires C++ compiler.*  \n\n```bash\n$ pip install numpy\n$ python setup.py develop\n```\n\n## References\n\nAlgorithm and C++ code by Peter Lindstrom and Martin Isenburg. Cython interface code by William Silversmith. Check out [Dr. Lindstrom's site](https://computation.llnl.gov/projects/floating-point-compression).\n\n1. Peter Lindstrom and Martin Isenburg, \"[Fast and Efficient Compression of Floating-Point Data,](https://www.researchgate.net/publication/6715625_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](http://dx.doi.org/10.1109/TVCG.2006.143).\n\n\n\n",
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