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Created August 2, 2018 12:09
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Dockerfile : Docker for Data Science Blogpost series
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Dockerfile
FROM rocker/r-base
RUN apt-get update && apt-get -y upgrade && apt-get install -y \
build-essential libssl-dev libffi-dev libxml2-dev libcurl4-openssl-dev
RUN Rscript -e "install.packages(c('caret', 'tidyverse', 'gbm', 'pROC', 'corrplot', 'doParallel', 'dummies', 'futile.logger'), dependencies=TRUE)"
ENV INSTALL_PATH /germancc
RUN mkdir -p $INSTALL_PATH
COPY . $INSTALL_PATH
WORKDIR $INSTALL_PATH
VOLUME ["$INSTALL_PATH/assets/models", "$INSTALL_PATH/assets/intermediate-files", "$INSTALL_PATH/assets/data", "$INSTALL_PATH/assets/metrics"]
CMD Rscript $INSTALL_PATH/src/modelling.R
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