【FATE】FATE 单机部署全流程（使用Docker镜像安装FATE ）
Docker 容器
注意：Linux 服务器上安装 Docker 需要 root 权限，安装完成之后可以设置 Docker 组用户访问 Docker 的权限。
docker 18.09 -> 19.03sy
官方文档：https://docs.docker.com/engine/install/ubuntu/
1，查看本地是否有安装过旧版 Docker
$ docker --version
2，卸载旧版本的 Docker
$ sudo apt-get remove docker docker-engine docker.io containerd runc
3，Install using the repository
有两种安装方式，这里使用官方推荐的方式，使用 Docker 仓库进行安装
4，Set up the repository
Update the apt package index
$ sudo apt-get update
install packages to allow apt to use a repository over HTTPS
$ sudo apt-get install \
apt-transport-https \
ca-certificates \
curl \
gnupg \
lsb-release
Add Docker’s official GPG key
curl -fsSL https://download.docker.com/linux/ubuntu/gpg | sudo gpg --dearmor -o /usr/share/keyrings/docker-archive-keyring.gpg
验证是否拥有带指纹的密钥（参考这里，好像已经失效了，先码着）
$ sudo apt-key fingerprint
set up the stable repository
echo \
"deb [arch=amd64 signed-by=/usr/share/keyrings/docker-archive-keyring.gpg] https://download.docker.com/linux/ubuntu \
$(lsb_release -cs) stable" | sudo tee /etc/apt/sources.list.d/docker.list > /dev/null
5，Install Docker Engine
Update the apt package index
$ sudo apt-get update
install a specific version of Docker Engine and containerd
a，List the version available in your repo:
$ apt-cache madison docker-ce
docker-ce | 5:20.10.7~3-0~ubuntu-focal | https://download.docker.com/linux/ubuntu focal/stable amd64 Packages
docker-ce | 5:20.10.6~3-0~ubuntu-focal | https://download.docker.com/linux/ubuntu focal/stable amd64 Packages
docker-ce | 5:20.10.5~3-0~ubuntu-focal | https://download.docker.com/linux/ubuntu focal/stable amd64 Packages
docker-ce | 5:20.10.4~3-0~ubuntu-focal | https://download.docker.com/linux/ubuntu focal/stable amd64 Packages
docker-ce | 5:20.10.3~3-0~ubuntu-focal | https://download.docker.com/linux/ubuntu focal/stable amd64 Packages
docker-ce | 5:20.10.2~3-0~ubuntu-focal | https://download.docker.com/linux/ubuntu focal/stable amd64 Packages
docker-ce | 5:20.10.1~3-0~ubuntu-focal | https://download.docker.com/linux/ubuntu focal/stable amd64 Packages
docker-ce | 5:20.10.0~3-0~ubuntu-focal | https://download.docker.com/linux/ubuntu focal/stable amd64 Packages
docker-ce | 5:19.03.15~3-0~ubuntu-focal | https://download.docker.com/linux/ubuntu focal/stable amd64 Packages
docker-ce | 5:19.03.14~3-0~ubuntu-focal | https://download.docker.com/linux/ubuntu focal/stable amd64 Packages
docker-ce | 5:19.03.13~3-0~ubuntu-focal | https://download.docker.com/linux/ubuntu focal/stable amd64 Packages
docker-ce | 5:19.03.12~3-0~ubuntu-focal | https://download.docker.com/linux/ubuntu focal/stable amd64 Packages
docker-ce | 5:19.03.11~3-0~ubuntu-focal | https://download.docker.com/linux/ubuntu focal/stable amd64 Packages
docker-ce | 5:19.03.10~3-0~ubuntu-focal | https://download.docker.com/linux/ubuntu focal/stable amd64 Packages
docker-ce | 5:19.03.9~3-0~ubuntu-focal | https://download.docker.com/linux/ubuntu focal/stable amd64 Packages
b，这里没有需要的18.09版本，先添加阿里云的docker GPG密钥
$ curl -fsSL http://mirrors.aliyun.com/docker-ce/linux/ubuntu/gpg | sudo apt-key add -
> OK
c，添加阿里镜像源
$ sudo add-apt-repository "deb [arch=amd64] http://mirrors.aliyun.com/docker-ce/linux/ubuntu $(lsb_release -cs) stable"
d，再次查看版本列表
$ apt-cache madison docker-ce
e，这个时候还是没有的话，直接安装，把<VERSION_STRING>中的版本号手动更改一下试试（再不行就安装现有版本吧..）
$ sudo apt-get install docker-ce=5:19.03.9~3-0~ubuntu-focal docker-ce-cli=5:19.03.9~3-0~ubuntu-focal containerd.io
f，Verify that Docker Engine is installed correctly by running the hello-world image
$ sudo docker run hello-world
> Hello from Docker!
> This message shows that your installation appears to be working correctly.
6，allow non-privileged users to run Docker commands
Create the docker group
$ sudo groupadd docker
Add your user to the docker group ($USER 替换为用户名)
$ sudo usermod -aG docker $USER
activate the changes to groups
$ newgrp docker
Verify that you can run docker commands without sudo
$ docker run hello-world
（可选）7，阿里云镜像加速
a，阿里云镜像地址：https://cr.console.aliyun.com/cn-hangzhou/instances/mirrors
b，登录账号，获取加速器地址
c，配置加速器
sudo mkdir -p /etc/docker
sudo tee /etc/docker/daemon.json <<-'EOF'
{
"registry-mirrors": ["加速器地址"]
}
EOF
sudo systemctl daemon-reload
sudo systemctl restart docker
docker-compose 1.24.0
官方文档：https://docs.docker.com/compose/install/
download the current stable release of Docker Compose (替换相应的版本号)
$ sudo curl -L "https://github.com/docker/compose/releases/download/1.29.2/docker-compose-$(uname -s)-$(uname -m)" -o /usr/local/bin/docker-compose
Apply executable permissions to the binary
$ sudo chmod +x /usr/local/bin/docker-compose
Test the installation
$ docker-compose --version
配置开发环境和依赖库（略）
JDK 1.8+
Python 3.6
Python virtualenv
MySQL 5.6+
Redis 5.0.2
...
安装 FATE
官方文档：https://github.com/FederatedAI/FATE/blob/master/standalone-deploy/doc/Fate-standalone_deployment_guide_zh.md
注意：安装FATE之前可以切换环境
1，查询端口号8080，9360，9380是否被占用
sudo netstat -nultp | grep 9360
2，获取和解压安装包（fate.env 查询 version）
$ wget https://webank-ai-1251170195.cos.ap-guangzhou.myqcloud.com/docker_standalone_fate_1.6.0.tar.gz
$ tar -xzvf docker_standalone_fate_1.6.0.tar.gz
3，切换文件夹并执行部署
$ cd docker_standalone_fate_1.6.0
$ bash install_standalone_docker.sh
4，验证和单元测试
$ CONTAINER_ID=`docker ps -aqf "name=fate"`
$ docker exec -t -i ${CONTAINER_ID} bash
$ bash ./python/federatedml/test/run_test.sh
> ...
> there are 0 failed test
5，Toy测试
$ python ./examples/toy_example/run_toy_example.py 10000 10000 0
> ...
> success to calculate secure_sum, it is 1999.9999999999998
6，安装 FATE-Client 和 FATE-Test
$ pip install fate-client
$ pip install fate-test
7，使用 FATE Board
a，规则与jupyter notebook相同那个，localhost:8080，使用PuTTy的隧道，并在本地浏览器打开即可
b，在fate#下进入examples/ federatedml-1.x-examples/,执行python quick_run.py，查看 FATE Board进度
