Dockerfile used for iris model deployment

Dockerfile.example

FROM cloudgear/ubuntu:14.04

MAINTAINER Datmo devs <dev@datmo.io>

RUN apt-get update; \
    apt-get install -y \
      python python-pip \
      build-essential \
      python-dev \
      python-setuptools \
      python-matplotlib \
      libatlas-dev \
      curl \
      libatlas3gf-base && \
    apt-get clean

# Install pip
RUN curl -O https://bootstrap.pypa.io/get-pip.py && \
    python get-pip.py && \
    rm get-pip.py

RUN pip install numpy==1.13.1
RUN pip install scipy
RUN pip install -U scikit-learn
RUN pip install seaborn
RUN pip install matplotlib

RUN update-alternatives --set libblas.so.3 \
      /usr/lib/atlas-base/atlas/libblas.so.3; \
    update-alternatives --set liblapack.so.3 \
     /usr/lib/atlas-base/atlas/liblapack.so.3

# Install CURL
RUN apt-get install curl

# Install other useful Python packages using pip
RUN apt-get update
RUN pip install --upgrade ipython && \
        pip install \
                ipykernel \
                jupyter \
                && \
        python -m ipykernel.kernelspec

#Jupyter notebook related configs
COPY jupyter_notebook_config.py /root/.jupyter/
EXPOSE 8888

# Jupyter has issues with being run directly: https://github.com/ipython/ipython/issues/7062
COPY run_jupyter.sh /home/

RUN pip install flask
EXPOSE 5000