Ray Nightly0 Compatibility test #110
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| # | |
| # Licensed to the Apache Software Foundation (ASF) under one or more | |
| # contributor license agreements. See the NOTICE file distributed with | |
| # this work for additional information regarding copyright ownership. | |
| # The ASF licenses this file to You under the Apache License, Version 2.0 | |
| # (the "License"); you may not use this file except in compliance with | |
| # the License. You may obtain a copy of the License at | |
| # | |
| # http://www.apache.org/licenses/LICENSE-2.0 | |
| # | |
| # Unless required by applicable law or agreed to in writing, software | |
| # distributed under the License is distributed on an "AS IS" BASIS, | |
| # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | |
| # See the License for the specific language governing permissions and | |
| # limitations under the License. | |
| # | |
| name: Ray Nightly0 Compatibility test | |
| on: | |
| schedule: | |
| - cron: '0 0 * * *' | |
| workflow_dispatch: | |
| permissions: # added using https://github.com/step-security/secure-repo | |
| contents: read | |
| jobs: | |
| build-and-test: | |
| strategy: | |
| matrix: | |
| os: [ ubuntu-latest ] | |
| python-version: [3.8, 3.9, 3.10.14] | |
| spark-version: [3.2.4, 3.3.2, 3.4.0, 3.5.0] | |
| runs-on: ${{ matrix.os }} | |
| steps: | |
| - uses: actions/checkout@ee0669bd1cc54295c223e0bb666b733df41de1c5 # v2.7.0 | |
| - name: Set up Python ${{ matrix.python-version }} | |
| uses: actions/setup-python@e9aba2c848f5ebd159c070c61ea2c4e2b122355e # v2.3.4 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| - name: Set up JDK 1.8 | |
| uses: actions/setup-java@b6e674f4b717d7b0ae3baee0fbe79f498905dfde # v1.4.4 | |
| with: | |
| java-version: 1.8 | |
| - name: Install extra dependencies for macOS | |
| if: matrix.os == 'macos-latest' | |
| run: | | |
| brew install pkg-config | |
| brew install libuv libomp mpich | |
| - name: Install extra dependencies for Ubuntu | |
| if: matrix.os == 'ubuntu-latest' | |
| run: | | |
| sudo apt-get install -y mpich | |
| - name: Cache pip - Ubuntu | |
| if: matrix.os == 'ubuntu-latest' | |
| uses: actions/cache@8492260343ad570701412c2f464a5877dc76bace # v2 | |
| with: | |
| path: ~/.cache/pip | |
| key: ${{ matrix.os }}-${{ matrix.python-version }}-pip | |
| - name: Cache pip - MacOS | |
| if: matrix.os == 'macos-latest' | |
| uses: actions/cache@8492260343ad570701412c2f464a5877dc76bace # v2 | |
| with: | |
| path: ~/Library/Caches/pip | |
| key: ${{ matrix.os }}-${{ matrix.python-version }}-pip | |
| - name: Install dependencies | |
| env: | |
| PYTHON_VERSION: ${{ matrix.python-version }} | |
| run: | | |
| python -m pip install --upgrade pip | |
| pip install wheel | |
| pip install "numpy<1.24" | |
| SUBVERSION=$(python -c 'import sys; print(sys.version_info[1])') | |
| if [ "$(uname -s)" == "Linux" ] | |
| then | |
| pip install torch --index-url https://download.pytorch.org/whl/cpu | |
| else | |
| pip install torch | |
| fi | |
| case $PYTHON_VERSION in | |
| 3.7) | |
| pip install "ray[train] @ https://s3-us-west-2.amazonaws.com/ray-wheels/latest/ray-3.0.0.dev0-cp37-cp37m-manylinux2014_x86_64.whl" | |
| ;; | |
| 3.8) | |
| pip install "ray[train] @ https://s3-us-west-2.amazonaws.com/ray-wheels/latest/ray-3.0.0.dev0-cp38-cp38-manylinux2014_x86_64.whl" | |
| ;; | |
| 3.9) | |
| pip install "ray[train] @ https://s3-us-west-2.amazonaws.com/ray-wheels/latest/ray-3.0.0.dev0-cp39-cp39-manylinux2014_x86_64.whl" | |
| ;; | |
| esac | |
| pip install pyarrow==6.0.1 pytest koalas tensorflow==2.13.1 tabulate grpcio-tools wget | |
| pip install "xgboost_ray[default]<=0.1.13" | |
| pip install torchmetrics | |
| HOROVOD_WITH_GLOO=1 | |
| HOROVOD_WITH_PYTORCH=1 | |
| pip install horovod[pytorch,ray] | |
| - name: Cache Maven | |
| uses: actions/cache@8492260343ad570701412c2f464a5877dc76bace # v2 | |
| with: | |
| path: ~/.m2 | |
| key: ${{ matrix.os }}-m2-${{ hashFiles('core/pom.xml') }} | |
| - name: Build and install | |
| env: | |
| GITHUB_CI: 1 | |
| run: | | |
| pip install pyspark==${{ matrix.spark-version }} | |
| ./build.sh | |
| pip install dist/raydp-*.whl | |
| - name: Lint | |
| run: | | |
| pip install pylint==2.8.3 | |
| pylint --rcfile=python/pylintrc python/raydp | |
| pylint --rcfile=python/pylintrc examples/*.py | |
| - name: Test with pytest | |
| run: | | |
| ray start --head --num-cpus 6 | |
| pytest python/raydp/tests/ -v | |
| ray stop --force | |
| - name: Test Examples | |
| run: | | |
| ray start --head | |
| python examples/raydp-submit.py | |
| ray stop | |
| python examples/pytorch_nyctaxi.py | |
| python examples/tensorflow_nyctaxi.py | |
| python examples/horovod_nyctaxi.py | |
| python examples/xgboost_ray_nyctaxi.py | |
| # python examples/raytrain_nyctaxi.py | |
| python examples/data_process.py |