Compile and Install¶
Installation¶
We highly recommend to run PaddleFL in Docker
#Pull and run the docker
docker pull hub.baidubce.com/paddlefl/paddle_fl:latest
docker run --name <docker_name> --net=host -it -v $PWD:/root <image id> /bin/bash
#Install paddle_fl
pip install paddle_fl
We also prepare a stable redis package for you to download and install, which will be used in tasks with MPC.
wget --no-check-certificate https://paddlefl.bj.bcebos.com/redis-stable.tar
tar -xf redis-stable.tar
cd redis-stable && make
Compile From Source Code¶
A. Environment preparation¶
CentOS 6 or CentOS 7 (64 bit)
Python 2.7.15+/3.5.1+/3.6/3.7 ( 64 bit) or above
pip or pip3 9.0.1+ (64 bit)
PaddlePaddle release 1.8
Redis 5.0.8 (64 bit)
GCC or G++ 4.8.3+
cmake 3.15+
B. Clone the source code, compile and install¶
Fetch the source code and checkout stable release
git clone https://github.com/PaddlePaddle/PaddleFL
cd /path/to/PaddleFL
# Checkout stable release
mkdir build && cd build
Execute compile commands, where PYTHON_EXECUTABLE
is path to the python binary where the PaddlePaddle is installed, CMAKE_CXX_COMPILER
is the path of G++ and PYTHON_INCLUDE_DIRS
is the corresponding python include directory. You can get the PYTHON_INCLUDE_DIRS
via the following command:
${PYTHON_EXECUTABLE} -c "from distutils.sysconfig import get_python_inc;print(get_python_inc())"
Then you can put the directory in the following command and make:
cmake ../ -DPYTHON_EXECUTABLE=${PYTHON_EXECUTABLE} -DPYTHON_INCLUDE_DIRS=${python_include_dir} -DCMAKE_CXX_COMPILER=${g++_path}
make -j$(nproc)
Install the package:
make install
cd /path/to/PaddleFL/python
${PYTHON_EXECUTABLE} setup.py sdist bdist_wheel
pip or pip3 install dist/***.whl -U