FROM continuumio/miniconda
RUN conda create -n env python=3.6
RUN echo "source activate env" > ~/.bashrc
ENV PATH /opt/conda/envs/env/bin:$PATH
# set pypi mirror to speed up installation
RUN pip config set global.index-url https://pypi.tuna.tsinghua.edu.cn/simple