在线构建镜像

扩展字段高级配置(例如)：

{
  "volume_mount":"kubeflow-user-workspace(pvc):/mnt,kubeflow-archives(pvc):/archives",
  "resource_memory":"8G",
  "resource_cpu": "4"
}

修改默认python版本

rm /usr/bin/python
ln -s /usr/bin/python3.6 /usr/bin/python
rm /usr/bin/pip
ln -s /usr/bin/pip3 /usr/bin/pip
pip install pip --upgrade

ubuntu 容器基础工具的封装

RUN apt update

# 安装运维工具
RUN apt install -y --force-yes --no-install-recommends vim apt-transport-https gnupg2 ca-certificates-java rsync jq  wget git dnsutils iputils-ping net-tools curl mysql-client locales zip

# 安装python
RUN apt install -y python3.6-dev python3-pip libsasl2-dev libpq-dev \
	&& ln -s /usr/bin/python3 /usr/bin/python \
	&& ln -s /usr/bin/pip3 /usr/bin/pip


# 安装中文
RUN apt install -y --force-yes --no-install-recommends locales ttf-wqy-microhei ttf-wqy-zenhei xfonts-wqy && locale-gen zh_CN && locale-gen zh_CN.utf8
ENV LANG zh_CN.UTF-8
ENV LC_ALL zh_CN.UTF-8
ENV LANGUAGE zh_CN.UTF-8

# 便捷操作
RUN echo "alias ll='ls -alF'" >> /root/.bashrc && \
	echo "alias la='ls -A'" >> /root/.bashrc && \
	echo "alias vi='vim'" >> /root/.bashrc && \
	/bin/bash -c "source /root/.bashrc"

# 安装其他工具
### 安装kubectl
RUN curl -LO https://dl.k8s.io/release/v1.16.0/bin/linux/amd64/kubectl && chmod +x kubectl && mv kubectl /usr/local/bin/
### 安装mysql客户端
RUN apt install -y mysql-client-5.7
### 安装java
RUN apt install -y openjdk-8-jdk
### 安装最新版的nodejs
RUN curl -sL https://deb.nodesource.com/setup_13.x | bash -
RUN apt-get install -y nodejs && npm config set unicode false

常用GPU基础镜像

构建脚本

ubuntu

cuda11.0.3-cudnn8
- ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda11.0.3-cudnn8
	
python3.7
 - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda11.0.3-cudnn8-python3.7
	
python3.8
 - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda11.0.3-cudnn8-python3.8
	

cuda10.2-cudnn7
- ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda10.2-cudnn7
	
python3.7
 - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda10.2-cudnn7-python3.7
	
python3.8
 - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda10.2-cudnn7-python3.8
	
	
cuda10.1-cudnn7
- ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda10.1-cudnn7
	
python3.6
 - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda10.1-cudnn7-python3.6
	
python3.7
 - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda10.1-cudnn7-python3.7
	
python3.8
 - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda10.1-cudnn7-python3.8
	
	
cuda10.0-cudnn7
 - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda10.0-cudnn7
	
python3.6
 - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda10.0-cudnn7-python3.6
	
python3.7
 - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda10.0-cudnn7-python3.7
	
python3.8
 - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda10.0-cudnn7-python3.8
	
	
cuda9.1-cudnn7
 - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda9.1-cudnn7
	
python3.6
 - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda9.1-cudnn7-python3.6
	
python3.7
 - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda9.1-cudnn7-python3.7
	
python3.8
 - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda9.1-cudnn7-python3.8
	

cuda9.0-cudnn7
 - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda9.0-cudnn7
	
python3.6
 - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda9.0-cudnn7-python3.6
	
python3.7
 - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda9.0-cudnn7-python3.7
	
python3.8
 - ccr.ccs.tencentyun.com/cube-studio/ubuntu-gpu:cuda9.0-cudnn7-python3.8
	
	
cuda10.1-cuda10.0-cuda9.0-cudnn7.6
 - ccr.ccs.tencentyun.com/cube-studio/gpu:ubuntu18.04-python3.6-cuda10.1-cuda10.0-cuda9.0-cudnn7.6-base