ray/docker/ray-ml/Dockerfile

28 lines
1.2 KiB
Docker

ARG GPU
FROM rayproject/ray:nightly"$GPU"
ARG PYTHON_MINOR_VERSION=7
# We have to uninstall wrapt this way for Tensorflow compatibility
COPY requirements.txt ./
COPY requirements_ml_docker.txt ./
COPY requirements_rllib.txt ./
# Docker image uses Python 3.7
COPY linux-py3."$PYTHON_MINOR_VERSION"-requirements_tune.txt ./requirements_tune.txt
RUN sudo apt-get update \
&& sudo apt-get install -y gcc \
cmake \
libgtk2.0-dev \
zlib1g-dev \
libgl1-mesa-dev \
&& $HOME/anaconda3/bin/pip --no-cache-dir install -U -r requirements_ml_docker.txt \
&& $HOME/anaconda3/bin/pip --use-deprecated=legacy-resolver --no-cache-dir install -r requirements.txt \
&& $HOME/anaconda3/bin/pip --no-cache-dir install -r requirements_rllib.txt \
&& $HOME/anaconda3/bin/pip --no-cache-dir install -r requirements_tune.txt \
# Remove dataclasses & typing because they are included in Python > 3.6
&& if [ $(python -c 'import sys; print(sys.version_info.minor)') != "6" ]; then \
$HOME/anaconda3/bin/pip uninstall dataclasses typing -y; fi \
&& sudo rm requirements.txt && sudo rm requirements_ml_docker.txt \
&& sudo rm requirements_tune.txt && sudo rm requirements_rllib.txt \
&& sudo apt-get clean