openfhe-python-fork

[Work in Progress] Official Python wrapper for OpenFHE

Table of Contents

• Building
  • Prerequisites
  • Linux Install
  • Installing the .so: Conda
  • Installing the .so: System
• Running Examples

Building

Requirements

Before building, make sure you have the following dependencies installed:

• CMake
• Python 3.6+
• pybind11
• OpenFHE

Linux

With all the dependencies set up, clone the repository, open a terminal in the repo folder and run the following commands:

mkdir build
cd build
cmake ..  // Alternatively, cmake .. -DOpenFHE_DIR=/path/to/installed/openfhe
make

At this point the .so file has been built. Your exact installation process will depend on your virtual environment.

Conda

conda create -n ${ENV_NAME} python=3.{X} anaconda

where ${ENV_NAME} should be replaced with the name of your environment, and {X} should be replaced with your desired python version. For example you might have conda create -n openfhe_python python=3.9 anaconda

then run

mkdir lib
mv *.so lib
conda develop lib

which creates a lib folder, moves the built .so file into that lib folder, and tells conda where to look for external libraries.

Note You may wish to copy the .so file to any projects of your own, or add it to your system path to source from.

System install

make install  // You may have to run sudo make install

Examples

After that, you can run the examples in the src/pke/examples folder:

python src/pke/examples/simple-integers.py