Dockerfile

FROM rocker/verse:3.6.3

ENV WORKON_HOME /opt/virtualenvs
ENV PYTHON_VENV_PATH $WORKON_HOME/proyecto_env

RUN apt-get update \
	&& apt-get install -y libudunits2-dev
RUN apt-get update && apt-get install -y --no-install-recommends \
	build-essential python3 python3-dev python3-wheel \
	libpython3-dev python3-virtualenv \
    python3-pip libssl-dev libffi-dev apt-utils

## Prepara environment de python
RUN python3 -m virtualenv --python=/usr/bin/python3 ${PYTHON_VENV_PATH}
RUN chown -R rstudio:rstudio ${WORKON_HOME}
ENV PATH ${PYTHON_VENV_PATH}/bin:${PATH}
## And set ENV for R! It doesn't read from the environment...
RUN echo "PATH=${PATH}" >> /usr/local/lib/R/etc/Renviron && \
    echo "WORKON_HOME=${WORKON_HOME}" >> /usr/local/lib/R/etc/Renviron && \
    echo "RETICULATE_PYTHON_ENV=${PYTHON_VENV_PATH}" >> /usr/local/lib/R/etc/Renviron

## Because reticulate hardwires these PATHs
RUN ln -s ${PYTHON_VENV_PATH}/bin/pip /usr/local/bin/pip && \
    ln -s ${PYTHON_VENV_PATH}/bin/virtualenv /usr/local/bin/virtualenv
RUN chmod -R a+x ${PYTHON_VENV_PATH}

RUN .${PYTHON_VENV_PATH}/bin/activate && \
 pip install --upgrade setuptools==42.0.2 && \
 pip install --upgrade tensorflow==2.0.0b1 \
     keras==2.3.1 \ 
     h5py==2.10.0 \
     requests==2.22.0 \
     Pillow==5.4.1 \
     pyyaml==5.3.1 \
     --no-cache-dir

RUN install2.r --error \
     reticulate tensorflow  keras 


RUN install2.r --error \
     broom dials infer parsnip recipes \
     rsample tune workflows yardstick themis \ 
     ranger 

RUN install2.r --error patchwork iml xgboost pdp