mirror of
https://github.com/vale981/ray
synced 2025-03-06 10:31:39 -05:00
026bf01071
* Fix QMix, SAC, and MADDPA too. * Unpin gym and deprecate pendulum v0 Many tests in rllib depended on pendulum v0, however in gym 0.21, pendulum v0 was deprecated in favor of pendulum v1. This may change reward thresholds, so will have to potentially rerun all of the pendulum v1 benchmarks, or use another environment in favor. The same applies to frozen lake v0 and frozen lake v1 Lastly, all of the RLlib tests and have been moved to python 3.7 * Add gym installation based on python version. Pin python<= 3.6 to gym 0.19 due to install issues with atari roms in gym 0.20 * Reformatting * Fixing tests * Move atari-py install conditional to req.txt * migrate to new ale install method * Fix QMix, SAC, and MADDPA too. * Unpin gym and deprecate pendulum v0 Many tests in rllib depended on pendulum v0, however in gym 0.21, pendulum v0 was deprecated in favor of pendulum v1. This may change reward thresholds, so will have to potentially rerun all of the pendulum v1 benchmarks, or use another environment in favor. The same applies to frozen lake v0 and frozen lake v1 Lastly, all of the RLlib tests and have been moved to python 3.7 * Add gym installation based on python version. Pin python<= 3.6 to gym 0.19 due to install issues with atari roms in gym 0.20 Move atari-py install conditional to req.txt migrate to new ale install method Make parametric_actions_cartpole return float32 actions/obs Adding type conversions if obs/actions don't match space Add utils to make elements match gym space dtypes Co-authored-by: Jun Gong <jungong@anyscale.com> Co-authored-by: sven1977 <svenmika1977@gmail.com>
87 lines
3.3 KiB
Docker
87 lines
3.3 KiB
Docker
ARG BASE_IMAGE="ubuntu:21.04"
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FROM ${BASE_IMAGE}
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# FROM directive resets ARG
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ARG BASE_IMAGE
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# If this arg is not "autoscaler" then no autoscaler requirements will be included
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ARG AUTOSCALER="autoscaler"
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ENV TZ=America/Los_Angeles
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ENV PATH "/root/anaconda3/bin:$PATH"
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ARG DEBIAN_FRONTEND=noninteractive
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ARG PYTHON_VERSION=3.7.7
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RUN apt-get update -y \
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&& apt-get install -y sudo tzdata \
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&& rm -rf /var/lib/apt/lists/* \
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&& apt-get clean
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RUN apt-get update -y && sudo apt-get upgrade -y \
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&& sudo apt-get install -y \
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git \
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wget \
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cmake \
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g++ \
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zlib1g-dev \
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$(if [ "$AUTOSCALER" = "autoscaler" ]; then echo \
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tmux \
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screen \
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rsync \
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openssh-client \
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gnupg; fi) \
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unzip \
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&& wget \
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--quiet "https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh" \
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-O /tmp/miniconda.sh \
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&& /bin/bash /tmp/miniconda.sh -b -u -p $HOME/anaconda3 \
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&& $HOME/anaconda3/bin/conda init \
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&& echo 'export PATH=$HOME/anaconda3/bin:$PATH' >> /root/.bashrc \
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&& rm /tmp/miniconda.sh \
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&& $HOME/anaconda3/bin/conda install -y \
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libgcc python=$PYTHON_VERSION \
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&& $HOME/anaconda3/bin/conda clean -y --all \
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&& $HOME/anaconda3/bin/pip install --no-cache-dir \
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flatbuffers \
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cython==0.29.0 \
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numpy==1.15.4 \
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psutil \
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blist \
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# blist is needed for numpy (which is re-installed when ray is installed)
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# To avoid the following error on Jenkins:
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# AttributeError: 'numpy.ufunc' object has no attribute '__module__'
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&& $HOME/anaconda3/bin/pip uninstall -y dask \
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# We install cmake temporarily to get psutil, blist
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&& sudo apt-get autoremove -y cmake zlib1g-dev \
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# We keep g++ on GPU images, because uninstalling removes CUDA Devel tooling
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$(if [ "$BASE_IMAGE" = "ubuntu:focal" ]; then echo \
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g++; fi) \
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# Either install kubectl or remove wget
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&& (if [ "$AUTOSCALER" = "autoscaler" ]; \
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then wget -O - -q https://packages.cloud.google.com/apt/doc/apt-key.gpg | sudo apt-key add - \
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&& sudo touch /etc/apt/sources.list.d/kubernetes.list \
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&& echo "deb http://apt.kubernetes.io/ kubernetes-xenial main" | sudo tee -a /etc/apt/sources.list.d/kubernetes.list \
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&& sudo apt-get update \
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&& sudo apt-get install kubectl; \
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else sudo apt-get autoremove -y wget; \
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fi;) \
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&& sudo rm -rf /var/lib/apt/lists/* \
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&& sudo apt-get clean
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RUN apt-get update -y \
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&& apt-get install -y gnupg curl golang wget make git libseccomp-dev \
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#&& . /etc/os-release \
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#&& echo "deb https://download.opensuse.org/repositories/devel:/kubic:/libcontainers:/stable/xUbuntu_${VERSION_ID}/ /" | tee /etc/apt/sources.list.d/devel:kubic:libcontainers:stable.list \
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#&& curl -L https://download.opensuse.org/repositories/devel:/kubic:/libcontainers:/stable/xUbuntu_${VERSION_ID}/Release.key | apt-key add - \
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#&& apt-get update \
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&& apt-get -y install podman runc \
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&& rm -rf /var/lib/apt/lists/* \
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&& apt-get clean
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ARG WHEEL_PATH
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ARG FIND_LINKS_PATH=".whl"
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# For Click
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ENV LC_ALL=C.UTF-8
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ENV LANG=C.UTF-8
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COPY $WHEEL_PATH .
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COPY $FIND_LINKS_PATH $FIND_LINKS_PATH
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RUN $HOME/anaconda3/bin/pip --no-cache-dir install `basename $WHEEL_PATH`[all] \
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--find-links $FIND_LINKS_PATH && sudo rm `basename $WHEEL_PATH`
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