mvkvl/python-ml repository overview

FROM python:3-alpine

RUN                                                      \
    apk update && apk upgrade                         && \
# install needed packages
    apk add --no-cache --virtual .build-deps             \
                                 gcc g++ gfortran        \
                                 linux-headers           \
                                 musl-dev libc-dev       \
                                 lapack-dev              \
                                 python3-dev             \
                                 postgresql-dev       && \
    apk add --no-cache           lapack               && \
# install python packages
    pip --no-cache-dir install                           \
                               numpy                     \
                               cython                    \
                               mock                      \
                               psycopg2                  \
                              'scipy'                    \
                              'joblib>=0.13.2'           \
                              'pandas>=0.25.0'           \
                              'scikit-learn==0.20.3'     \
                              'pika>=1.1.0'              \
                              'python3-logstash>=0.4.80' \
                              'redis>=3.3.2'             \
                                                      && \
# remove unneeded packages
    apk del                                              \
             .build-deps                              && \
    echo "DONE!"