Commit 8c8ed6cf authored by wxchan's avatar wxchan Committed by Guolin Ke
Browse files

add dockerfile (#275)

* add dockerfile

* [deprecated]remove MAINTAINER
parent ab4ed725
# Using LightGBM via Docker
This directory contains `Dockerfile` to make it easy to build and run LightGBM via [Docker](http://www.docker.com/).
## Installing Docker
Follow the general installation instructions
[on the Docker site](https://docs.docker.com/installation/):
* [OSX](https://docs.docker.com/installation/mac/): [docker toolbox](https://www.docker.com/toolbox)
* [ubuntu](https://docs.docker.com/installation/ubuntulinux/)
## Running the container
Build the container, for python users:
$ docker build -t lightgbm -f dockerfile-python .
After build finished, run the container:
$ docker run --rm -it lightgbm
FROM ubuntu:16.04
RUN apt-get update && \
apt-get install -y cmake build-essential gcc g++ git wget && \
# open-mpi
cd /usr/local/src && mkdir openmpi && cd openmpi && \
wget https://www.open-mpi.org/software/ompi/v2.0/downloads/openmpi-2.0.1.tar.gz && \
tar -xzf openmpi-2.0.1.tar.gz && cd openmpi-2.0.1 && \
./configure --prefix=/usr/local/openmpi && make && make install && \
export PATH="/usr/local/openmpi/bin:$PATH" && \
# lightgbm
cd /usr/local/src && mkdir lightgbm && cd lightgbm && \
git clone --recursive https://github.com/Microsoft/LightGBM && \
cd LightGBM && mkdir build && cd build && cmake -DUSE_MPI=ON .. && make && \
# python-package
# miniconda
wget https://repo.continuum.io/miniconda/Miniconda3-latest-Linux-x86_64.sh && \
/bin/bash Miniconda3-latest-Linux-x86_64.sh -f -b -p /opt/conda && \
export PATH="/opt/conda/bin:$PATH" && \
# lightgbm
conda install -y numpy scipy scikit-learn pandas && \
cd ../python-package && python setup.py install && \
# clean
apt-get autoremove -y && apt-get clean && \
conda clean -i -l -t -y && \
rm -rf /usr/local/src/*
ENV PATH /opt/conda/bin:$PATH
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