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        "author": "numproto Contributors",
        "author_email": "services@xain.io",
        "bugtrack_url": null,
        "classifiers": [
            "Development Status :: 3 - Alpha",
            "Intended Audience :: Developers",
            "License :: OSI Approved :: Apache Software License",
            "Operating System :: MacOS :: MacOS X",
            "Operating System :: POSIX :: Linux",
            "Programming Language :: Python :: 3.6",
            "Programming Language :: Python :: 3.7",
            "Programming Language :: Python :: 3 :: Only",
            "Topic :: Scientific/Engineering",
            "Topic :: Software Development"
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        "description": "# NumProto\n\n**NumProto** is a simple python3.6+ library to serialize and deserialize numpy\narrays into and from protobuf messages.\n\n## Installation\n\nYou can install NumProto from the PyPI package:\n\n```bash\n$ pip install numproto\n```\n\n## Usage\n\nNumProto serializes a numpy array into an `NDArray` message as specified in\n[ndarray.proto](https://github.com/xainag/numproto/blob/master/numproto/protobuf/ndarray.proto):\n\n```proto\nsyntax = \"proto3\";\n\npackage numproto.protobuf;\n\nmessage NDArray {\n    bytes ndarray = 1;\n}\n```\n\nThis library provides two methods: one for serialization `ndarray_to_proto` and\none for deserialization `proto_to_ndarray`.\n\n```python\nimport numpy as np\n\nfrom numproto import ndarray_to_proto, proto_to_ndarray\n\nnda = np.arange(10)\n\nserialized_nda = ndarray_to_proto(nda)\ndeserialized_nda = proto_to_ndarray(serialized_nda)\n\nassert np.array_equal(nda, deserialized_nda)\n```\n\n### Re-using the proto files in another project\n\nRe-distributing `*.proto` files is notoriously difficult. In order to make this\neasier the\n[ndarray.proto](https://github.com/xainag/numproto/blob/master/numproto/protobuf/ndarray.proto)\nfile is installed together with the python package.\n\nThis allows us to simply pass the `site-packages` path as an import path to\n`protoc`.\n\n> To get the correct path of `site-packages` check the _Location_ key when\n> running `pip show numproto`.\n\nFor example let's say we want to create a new `proto` file and import `NDArray`\nto use within one of our defined messages:\n\n```proto\nsyntax = \"proto3\";\n\nimport \"numproto/protobuf/ndarray.proto\";\n\nmessage MyMessage {\n    numproto.protobuf.NDArray my_array = 1;\n}\n```\n\nAnd to compile using `grpcio-tools` simply do:\n```bash\n$ python -m grpc_tools.protoc -I/usr/lib/python3.6/site-packages/ -I./ --python_out=. --grpc_python_out=. my_proto.proto\n```\n(you may need to adjust the location of `site-packages`)\n\n## Tests\n\nTo run the tests first install the `numproto` package from source in development\nmode and then run the tests using `pytest`:\n\n```bash\n$ git clone https://github.com/xainag/numproto.git\n$ cd numproto\n$ pip install -e .[dev]\n\n$ pytest\n```\n\n\n",
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        "license": "Apache License Version 2.0",
        "maintainer": "",
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        "name": "numproto",
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