mirror of
https://github.com/vale981/ray
synced 2025-03-06 02:21:39 -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>
40 lines
1.7 KiB
Docker
40 lines
1.7 KiB
Docker
ARG BASE_IMAGE
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FROM rayproject/ray:nightly"$BASE_IMAGE"
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ARG PYTHON_MINOR_VERSION=7
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# We have to uninstall wrapt this way for Tensorflow compatibility
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COPY requirements.txt ./
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COPY requirements_dl.txt ./
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COPY requirements_ml_docker.txt ./
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COPY requirements_rllib.txt ./
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COPY requirements_tune.txt ./requirements_tune.txt
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COPY requirements_upstream.txt ./
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COPY install_atari_roms.sh ./install_atari_roms.sh
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RUN sudo apt-get update \
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&& sudo apt-get install -y gcc \
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cmake \
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libgtk2.0-dev \
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zlib1g-dev \
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libgl1-mesa-dev \
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unzip \
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unrar \
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&& $HOME/anaconda3/bin/pip install -U pip \
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&& $HOME/anaconda3/bin/pip --use-deprecated=legacy-resolver --no-cache-dir install -r requirements.txt \
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&& $HOME/anaconda3/bin/pip --no-cache-dir install -U -r requirements_rllib.txt \
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&& $HOME/anaconda3/bin/pip --no-cache-dir install -U -r requirements_tune.txt \
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&& $HOME/anaconda3/bin/pip --no-cache-dir install -U -r requirements_ml_docker.txt \
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&& $HOME/anaconda3/bin/pip --no-cache-dir install -U -r requirements_upstream.txt \
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# Remove dataclasses & typing because they are included in Python > 3.6
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&& if [ $(python -c 'import sys; print(sys.version_info.minor)') != "6" ]; then \
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$HOME/anaconda3/bin/pip uninstall dataclasses typing -y; fi \
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&& sudo rm requirements.txt && sudo rm requirements_ml_docker.txt \
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&& sudo rm requirements_tune.txt && sudo rm requirements_rllib.txt \
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&& sudo rm requirements_upstream.txt \
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&& sudo apt-get clean
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# Make sure tfp is installed correctly and matches tf version.
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RUN python -c "import tensorflow_probability"
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# Install Atari ROMs. Previously these have been shipped with atari_py \
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# RUN ./install_atari_roms.sh
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