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| version: '3.4' | |
| x-ml-agents-base: &ml-agents-base | |
| build: . | |
| volumes: | |
| - ./unity-volume:/unity-volume | |
| working_dir: /unity-volume | |
| services: | |
| mlagents-learn: | |
| <<: *ml-agents-base | |
| ports: | |
| - "5005:5005" | |
| command: mlagents-learn /unity-volume/trainer_config.yaml --train --run-id=RollerBall | |
| tensorboard: | |
| <<: *ml-agents-base | |
| ports: | |
| - "6006:6006" | |
| command: tensorboard --logdir=/unity-volume/summaries/ |
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| # Based off of python:3.6-slim, except that we are using ubuntu instead of debian. | |
| FROM ubuntu:16.04 | |
| # ensure local python is preferred over distribution python | |
| ENV PATH /usr/local/bin:$PATH | |
| # http://bugs.python.org/issue19846 | |
| # > At the moment, setting "LANG=C" on a Linux system *fundamentally breaks Python 3*, and that's not OK. | |
| ENV LANG C.UTF-8 | |
| # runtime dependencies | |
| RUN apt-get update && apt-get install -y --no-install-recommends \ | |
| ca-certificates \ | |
| libexpat1 \ | |
| libffi6 \ | |
| libgdbm3 \ | |
| libreadline6 \ | |
| libsqlite3-0 \ | |
| libssl1.0.0 \ | |
| && rm -rf /var/lib/apt/lists/* | |
| ENV GPG_KEY 0D96DF4D4110E5C43FBFB17F2D347EA6AA65421D | |
| ENV PYTHON_VERSION 3.6.4 | |
| RUN set -ex \ | |
| && buildDeps=" \ | |
| dpkg-dev \ | |
| gcc \ | |
| libbz2-dev \ | |
| libc6-dev \ | |
| libexpat1-dev \ | |
| libffi-dev \ | |
| libgdbm-dev \ | |
| liblzma-dev \ | |
| libncursesw5-dev \ | |
| libreadline-dev \ | |
| libsqlite3-dev \ | |
| libssl-dev \ | |
| make \ | |
| tcl-dev \ | |
| tk-dev \ | |
| wget \ | |
| xz-utils \ | |
| zlib1g-dev \ | |
| # as of Stretch, "gpg" is no longer included by default | |
| $(command -v gpg > /dev/null || echo 'gnupg dirmngr') \ | |
| " \ | |
| && apt-get update && apt-get install -y $buildDeps --no-install-recommends && rm -rf /var/lib/apt/lists/* \ | |
| \ | |
| && wget -O python.tar.xz "https://www.python.org/ftp/python/${PYTHON_VERSION%%[a-z]*}/Python-$PYTHON_VERSION.tar.xz" \ | |
| && wget -O python.tar.xz.asc "https://www.python.org/ftp/python/${PYTHON_VERSION%%[a-z]*}/Python-$PYTHON_VERSION.tar.xz.asc" \ | |
| && export GNUPGHOME="$(mktemp -d)" \ | |
| && gpg --keyserver ha.pool.sks-keyservers.net --recv-keys "$GPG_KEY" \ | |
| && gpg --batch --verify python.tar.xz.asc python.tar.xz \ | |
| && rm -rf "$GNUPGHOME" python.tar.xz.asc \ | |
| && mkdir -p /usr/src/python \ | |
| && tar -xJC /usr/src/python --strip-components=1 -f python.tar.xz \ | |
| && rm python.tar.xz \ | |
| \ | |
| && cd /usr/src/python \ | |
| && gnuArch="$(dpkg-architecture --query DEB_BUILD_GNU_TYPE)" \ | |
| && ./configure \ | |
| --build="$gnuArch" \ | |
| --enable-loadable-sqlite-extensions \ | |
| --enable-shared \ | |
| --with-system-expat \ | |
| --with-system-ffi \ | |
| --without-ensurepip \ | |
| && make -j "$(nproc)" \ | |
| && make install \ | |
| && ldconfig \ | |
| \ | |
| && apt-get purge -y --auto-remove $buildDeps \ | |
| \ | |
| && find /usr/local -depth \ | |
| \( \ | |
| \( -type d -a \( -name test -o -name tests \) \) \ | |
| -o \ | |
| \( -type f -a \( -name '*.pyc' -o -name '*.pyo' \) \) \ | |
| \) -exec rm -rf '{}' + \ | |
| && rm -rf /usr/src/python | |
| # make some useful symlinks that are expected to exist | |
| RUN cd /usr/local/bin \ | |
| && ln -s idle3 idle \ | |
| && ln -s pydoc3 pydoc \ | |
| && ln -s python3 python \ | |
| && ln -s python3-config python-config | |
| # if this is called "PIP_VERSION", pip explodes with "ValueError: invalid truth value '<VERSION>'" | |
| ENV PYTHON_PIP_VERSION 9.0.3 | |
| RUN set -ex; \ | |
| \ | |
| apt-get update; \ | |
| apt-get install -y --no-install-recommends wget; \ | |
| rm -rf /var/lib/apt/lists/*; \ | |
| \ | |
| wget -O get-pip.py 'https://bootstrap.pypa.io/get-pip.py'; \ | |
| \ | |
| apt-get purge -y --auto-remove wget; \ | |
| \ | |
| python get-pip.py \ | |
| --disable-pip-version-check \ | |
| --no-cache-dir \ | |
| "pip==$PYTHON_PIP_VERSION" \ | |
| ; \ | |
| pip --version; \ | |
| \ | |
| find /usr/local -depth \ | |
| \( \ | |
| \( -type d -a \( -name test -o -name tests \) \) \ | |
| -o \ | |
| \( -type f -a \( -name '*.pyc' -o -name '*.pyo' \) \) \ | |
| \) -exec rm -rf '{}' +; \ | |
| rm -f get-pip.py | |
| RUN apt-get update && apt-get -y upgrade | |
| # xvfb is used to do CPU based rendering of Unity | |
| RUN apt-get install -y xvfb | |
| # Install ml-agents-envs package locally | |
| COPY ml-agents-envs /ml-agents-envs | |
| WORKDIR /ml-agents-envs | |
| RUN pip install -e . | |
| # Install ml-agents package next | |
| COPY ml-agents /ml-agents | |
| WORKDIR /ml-agents | |
| RUN pip install -e . | |
| # port 5005 is the port used in in Editor training. | |
| EXPOSE 5005 |
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