github.com/pachyderm/pachyderm@v1.13.4/examples/ml/iris/python/iris-train-python-svm/Dockerfile (about)

     1  FROM smizy/python:3.5-alpine
     2  
     3  RUN set -x \
     4      && apk update \
     5      && apk --no-cache add \
     6          freetype \
     7          openblas \
     8          py3-zmq \
     9          tini \
    10      && pip3 install --upgrade pip \
    11      ## numpy 
    12      && ln -s /usr/include/locale.h /usr/include/xlocale.h \
    13      && apk --no-cache add --virtual .builddeps \
    14          build-base \
    15          freetype-dev \
    16          gfortran \
    17          openblas-dev \
    18          python3-dev \
    19      && pip3 install numpy \
    20      ## scipy
    21      && pip3 install scipy \
    22      ## pnadas 
    23      && apk --no-cache add  \
    24          py3-dateutil \
    25          py3-tz \
    26      && pip3 install pandas \
    27      ## scikit-learn 
    28      && pip3 install scikit-learn \
    29      ## clean
    30      && apk del .builddeps \
    31      && find /usr/lib/python3.5 -name __pycache__ | xargs rm -r \
    32      && rm -rf \
    33          /root/.[acpw]* \
    34          ipaexg00301* \
    35  
    36  WORKDIR /code
    37  
    38  ADD pytrain.py /code/pytrain.py