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README.md

FATE Stand-alone Deployment Guide

Server Configuration;

Quantity 1
Configuration 8 core / 16G memory / 500G hard disk
Operating System Version: CentOS Linux release 7
Users User: app owner:apps

The stand-alone version provides 2 deployment methods, which can be selected according to your actual situation:

  • Install FATE using Docker (Recommended)

  • Install FATE in Host

You can also refer to Chinese guide

1) Install FATE using Docker*(Recommended)*

It is strongly recommended to use docker, which greatly reduces the possibility of encountering problems.

  1. The host needs to be able to access the external network,pull the installation package and docker image from the public network.

  2. Dependent on docker , docker recommended version is 18.09, you can use the following command to verify the docker environment: docker --version , docker start and stop and other Please refer to: docker --help.

  3. Keep the 8080 port accessible before executing. If you want to execute again, please delete the previous container and image with the docker command.

    please follow the below step:

    Please replace ${version} below with the real version you want to use， refer to version of FATE in fate.env.

#Get code
wget https://webank-ai-1251170195.cos.ap-guangzhou.myqcloud.com/docker_standalone_fate_${version}.tar.gz
tar -xzvf docker_standalone_fate_${version}.tar.gz

#Execute the command
cd docker_standalone_fate_${version}
bash install_standalone_docker.sh

  1. Test

    • Unit Test
    CONTAINER_ID=`docker ps -aqf "name=fate"`
docker exec -t -i ${CONTAINER_ID} bash
bash ./python/federatedml/test/run_test.sh

    If success, the screen shows like blow:

    there are 0 failed test
    • Toy_example Test
    CONTAINER_ID=`docker ps -aqf "name=fate"`
docker exec -t -i ${CONTAINER_ID} bash
python ./examples/toy_example/run_toy_example.py 10000 10000 0

    If success, the screen shows like blow:

    success to calculate secure_sum, it is 2000.0

  2. Install FATE-Client and FATE-Test

    To conveniently interact with FATE, we provide tools FATE-Client and FATE-Test.

    Install FATE-Client and FATE-Test with the following commands:

     pip install fate-client
 pip install fate-test

There are a few algorithms under examples folder, try them out!

You can also experience the fateboard access via a browser: Http://hostip:8080.

2) Install FATE in Host

  1. Check whether the local 8080,9360,9380 port is occupied.

    netstat -apln|grep 8080
netstat -apln|grep 9360
netstat -apln|grep 9380

  2. Download the compressed package of stand-alone version and decompress it.

    Please replace ${version} below with the real version you want to use， refer to version of FATE in fate.env.

    wget https://webank-ai-1251170195.cos.ap-guangzhou.myqcloud.com/standalone_fate_master_${version}.tar.gz
tar -xzvf  standalone_fate_master_${version}.tar.gz

  3. Enter FATE directory and execute the init.sh.

    Please replace ${version} below with the real version you want to use， refer to version of FATE in fate.env.

    cd standalone_fate_master_${version}
sh init.sh init

  4. Test

    Please replace ${version} below with the real version you want to use， refer to version of FATE in fate.env.

    • Unit Test
    cd standalone_fate_master_${version}
source bin/init_env.sh
bash ./python/federatedml/test/run_test.sh

    If success, the screen shows like blow:

    there are 0 failed test
    • Toy_example Test
    cd standalone_fate_master_${version}
source bin/init_env.sh
python ./examples/toy_example/run_toy_example.py 10000 10000 0

    If success, the screen shows like blow:

    success to calculate secure_sum, it is 2000.0

  5. Install FATE-Client and FATE-Test

    To conveniently interact with FATE, we provide tools FATE-Client and FATE-Test.

    Install FATE-Client and FATE-Test with the following commands:

    python -m pip install fate-client
python -m pip install fate-test

There are a few algorithms under examples folder, try them out!

You can also experience the fateboard access via a browser: Http://hostip:8080.