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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 and docker-compose, docker recommended version is 18.09, docker-compose recommended version is 1.24.0, you can use the following command to verify the docker environment: docker --version and docker-compose --version, docker start and stop and other Please refer to: docker --help.

  3. Check whether the 8080, 9360, and 9380 ports are occupied before executing. If you want to execute again, please delete the previous container and image with the docker command.

    please follow the below step:

#Get code
wget https://webank-ai-1251170195.cos.ap-guangzhou.myqcloud.com/docker_standalone-fate-1.5.0.tar.gz
tar -xzvf docker_standalone-fate-1.5.0.tar.gz

#Execute the command
cd docker_standalone-fate-1.5.0
bash install_standalone_docker.sh

  1. Test

    • Unit Test
    CONTAINER_ID=`docker ps -aqf "name=fate_python"`
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_python"`
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

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.

    wget https://webank-ai-1251170195.cos.ap-guangzhou.myqcloud.com/standalone-fate-master-1.5.0.tar.gz
tar -xzvf  standalone-fate-master-1.5.0.tar.gz

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

    cd standalone-fate-master-1.5.0
sh init.sh init

  4. Test

    • Unit Test
    cd standalone-fate-master-1.5.0
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-1.5.0
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

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

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