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[Feature] MCTS Scoring functions #9980

[Feature] MCTS Scoring functions

[Feature] MCTS Scoring functions #9980

Workflow file for this run

# This workflow builds the torchrl docs and deploys them to gh-pages.
name: Generate documentation
on:
push:
branches:
- nightly
- main
- release/*
tags:
- v[0-9]+.[0-9]+.[0-9]
- v[0-9]+.[0-9]+.[0-9]+-rc[0-9]+
pull_request:
workflow_dispatch:
concurrency:
# Documentation suggests ${{ github.head_ref }}, but that's only available on pull_request/pull_request_target triggers, so using ${{ github.ref }}.
# On master, we want all builds to complete even if merging happens faster to make it easier to discover at which point something broke.
group: ${{ github.workflow }}-${{ github.ref == 'refs/heads/main' && format('ci-master-{0}', github.sha) || format('ci-{0}', github.ref) }}
cancel-in-progress: true
jobs:
build-docs:
strategy:
matrix:
python_version: ["3.10"]
cuda_arch_version: ["12.1"]
uses: pytorch/test-infra/.github/workflows/linux_job.yml@main
with:
repository: pytorch/rl
upload-artifact: docs
runner: "linux.g5.4xlarge.nvidia.gpu"
docker-image: "nvidia/cudagl:11.4.0-base"
timeout: 120
script: |
set -e
set -v
apt-get update && apt-get install -y -f git wget gcc g++ dialog apt-utils
root_dir="$(pwd)"
conda_dir="${root_dir}/conda"
env_dir="${root_dir}/env"
os=Linux
# 1. Install conda at ./conda
printf "* Installing conda\n"
wget -O miniconda.sh "http://repo.continuum.io/miniconda/Miniconda3-latest-${os}-x86_64.sh"
bash ./miniconda.sh -b -f -p "${conda_dir}"
eval "$(${conda_dir}/bin/conda shell.bash hook)"
printf "* Creating a test environment\n"
conda create --prefix "${env_dir}" -y python=3.10
printf "* Activating\n"
conda activate "${env_dir}"
# 2. upgrade pip, ninja and packaging
apt-get install python3-pip unzip -y -f
python3 -m pip install --upgrade pip
python3 -m pip install setuptools ninja packaging cmake -U
# 3. check python version
python3 --version
# 4. Check git version
git version
# 5. Install PyTorch
python3 -m pip install --pre torch torchvision --index-url https://download.pytorch.org/whl/nightly/cpu -U --quiet --root-user-action=ignore
# 6. Install tensordict
python3 -m pip install git+https://github.com/pytorch/tensordict.git --quiet --root-user-action=ignore
# 7. Install TorchRL
python3 setup.py develop
# 8. Install requirements
python3 -m pip install -r docs/requirements.txt --quiet --root-user-action=ignore
# 9. Set sanitize version
if [[ ${{ github.event_name }} == push && (${{ github.ref_type }} == tag || (${{ github.ref_type }} == branch && ${{ github.ref_name }} == release/*)) ]]; then
echo '::group::Enable version string sanitization'
# This environment variable just has to exist and must not be empty. The actual value is arbitrary.
# See docs/source/conf.py for details
export RL_SANITIZE_VERSION_STR_IN_DOCS=1
echo '::endgroup::'
fi
# 10. Test torchrl installation
mkdir _tmp
cd _tmp
PYOPENGL_PLATFORM=egl MUJOCO_GL=egl python3 -c """from torchrl.envs.libs.dm_control import DMControlEnv
print(DMControlEnv('cheetah', 'run', from_pixels=True).reset())"""
cd ..
# 11. Build doc
cd ./docs
# timeout 7m bash -ic "MUJOCO_GL=egl sphinx-build ./source _local_build" || code=$?; if [[ $code -ne 124 && $code -ne 0 ]]; then exit $code; fi
# bash -ic "PYOPENGL_PLATFORM=egl MUJOCO_GL=egl sphinx-build ./source _local_build" || code=$?; if [[ $code -ne 124 && $code -ne 0 ]]; then exit $code; fi
PYOPENGL_PLATFORM=egl MUJOCO_GL=egl sphinx-build ./source _local_build
cd ..
cp -r docs/_local_build/* "${RUNNER_ARTIFACT_DIR}"
echo $(ls "${RUNNER_ARTIFACT_DIR}")
if [[ ${{ github.event_name == 'pull_request' }} ]]; then
cp -r docs/_local_build/* "${RUNNER_DOCS_DIR}"
fi
upload:
needs: build-docs
if: github.repository == 'pytorch/rl' && github.event_name == 'push' &&
((github.ref_type == 'branch' && github.ref_name == 'main') || github.ref_type == 'tag')
permissions:
contents: write
uses: pytorch/test-infra/.github/workflows/linux_job.yml@main
with:
repository: pytorch/rl
download-artifact: docs
ref: gh-pages
test-infra-ref: main
script: |
set -euo pipefail
REF_TYPE=${{ github.ref_type }}
REF_NAME=${{ github.ref_name }}
if [[ "${REF_TYPE}" == branch ]]; then
if [[ "${REF_NAME}" == main ]]; then
TARGET_FOLDER="${REF_NAME}"
# Bebug:
# else
# TARGET_FOLDER="release-doc"
fi
elif [[ "${REF_TYPE}" == tag ]]; then
case "${REF_NAME}" in
*-rc*)
echo "Aborting upload since this is an RC tag: ${REF_NAME}"
exit 0
;;
*)
# Strip the leading "v" as well as the trailing patch version. For example:
# 'v0.15.2' -> '0.15'
TARGET_FOLDER=$(echo "${REF_NAME}" | sed 's/v\([0-9]\+\)\.\([0-9]\+\)\.[0-9]\+/\1.\2/')
;;
esac
fi
echo "Target Folder: ${TARGET_FOLDER}"
mkdir -p "${TARGET_FOLDER}"
rm -rf "${TARGET_FOLDER}"/*
echo $(ls "${RUNNER_ARTIFACT_DIR}")
rsync -a "${RUNNER_ARTIFACT_DIR}"/ "${TARGET_FOLDER}"
git add "${TARGET_FOLDER}" || true
# Debug
# if [[ "${TARGET_FOLDER}" == "main" ]] || [[ "${TARGET_FOLDER}" == "release-doc" ]]; then
if [[ "${TARGET_FOLDER}" == "main" ]] ; then
mkdir -p _static
rm -rf _static/*
cp -r "${TARGET_FOLDER}"/_static/* _static
git add _static || true
fi
git config user.name 'pytorchbot'
git config user.email '[email protected]'
git config http.postBuffer 524288000
git commit -m "auto-generating sphinx docs" || true
git push