Distributed Training Integrated #64
Workflow file for this run
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| # This workflow will install Python dependencies, run tests and lint with a variety of Python versions | |
| # For more information see: https://docs.github.com/en/actions/automating-builds-and-tests/building-and-testing-python | |
| name: Continuous Integration | |
| on: | |
| push: | |
| branches: [ "main" ] | |
| paths-ignore: | |
| - 'README.md' | |
| - 'CONTRIBUTING.md' | |
| pull_request: | |
| branches: [ "main" ] | |
| jobs: | |
| build: | |
| runs-on: ubuntu-20.04 | |
| strategy: | |
| fail-fast: false | |
| matrix: | |
| include: | |
| - spark: '3.4.1' | |
| hadoop: '3' | |
| scala: '2.12.8' | |
| python: '3.10' | |
| - spark: '3.4.1' | |
| hadoop: '3' | |
| scala: '2.12.8' | |
| python: '3.7' | |
| steps: | |
| - uses: actions/checkout@v3 | |
| - name: Set up Python ${{ matrix.python-version }} | |
| uses: actions/setup-python@v3 | |
| with: | |
| python-version: ${{ matrix.python-version }} | |
| - name: Download spark-hadoop | |
| env: | |
| SPARK_VERSION: ${{ matrix.spark }} | |
| HADOOP_VERSION: ${{ matrix.hadoop }} | |
| run: wget https://archive.apache.org/dist/spark/spark-${SPARK_VERSION}/spark-${SPARK_VERSION}-bin-hadoop${HADOOP_VERSION}.tgz | |
| - name: Install spark-hadoop | |
| env: | |
| SPARK_VERSION: ${{ matrix.spark }} | |
| HADOOP_VERSION: ${{ matrix.hadoop }} | |
| run: tar -xzf spark-${SPARK_VERSION}-bin-hadoop${HADOOP_VERSION}.tgz | |
| - run: sudo apt-get install -y python3-pip python3-dev libgeos-dev gdal-bin libgdal-dev | |
| - run: python3 -m pip install --upgrade pip | |
| - run: python3 -m pip install -U setuptools | |
| - run: python3 -m pip install -U wheel | |
| - run: python3 -m pip install -U virtualenvwrapper | |
| - run: python3 -m pip install pipenv | |
| - name: Install dependencies | |
| env: | |
| SPARK_VERSION: ${{ matrix.spark }} | |
| HADOOP_VERSION: ${{ matrix.hadoop }} | |
| run: | | |
| python3 -m pip install flake8 pytest | |
| python3 -m pip install pandas | |
| python3 -m pip install numpy | |
| python3 -m pip install xarray | |
| python3 -m pip install torch torchvision torchaudio | |
| python3 -m pip install -U scikit-image>=0.19.0 | |
| python3 -m pip install cdsapi | |
| python3 -m pip install rasterio==1.1.8 | |
| python3 -m pip install petastorm | |
| python3 -m pip install matplotlib | |
| python3 -m pip install pydeck | |
| python3 -m pip install geojson | |
| python3 -m pip install pyspark==${SPARK_VERSION} | |
| python3 -m pip install apache-sedona | |
| if [ -f requirements.txt ]; then pip3 install -r requirements.txt; fi | |
| - name: Install main package | |
| run: | | |
| python3 -m pip install -e .[tests] | |
| - name: Lint with flake8 | |
| run: | | |
| # stop the build if there are Python syntax errors or undefined names | |
| flake8 . --count --select=E9,F63,F7,F82 --show-source --statistics | |
| # exit-zero treats all errors as warnings. The GitHub editor is 127 chars wide | |
| flake8 . --count --exit-zero --max-complexity=10 --max-line-length=127 --statistics | |
| - name: Test with pytest | |
| run: | | |
| (export SPARK_HOME=$PWD/spark-${SPARK_VERSION}-bin-hadoop${HADOOP_VERSION};export PYSPARK_PYTHON=/usr/bin/python3;python3 -m pytest tests) | |
| env: | |
| SPARK_VERSION: ${{ matrix.spark }} | |
| HADOOP_VERSION: ${{ matrix.hadoop }} |