base_image: "anyscale/ray-ml:pinned-nightly-py37"
env_vars: {}
debian_packages:
  - curl

python:
  pip_packages:
    - pytest
    - lightgbm_ray
    - petastorm
    - tblib
  conda_packages: []

post_build_cmds:
  - pip uninstall -y numpy ray || true
  - sudo rm -rf /home/ray/anaconda3/lib/python3.7/site-packages/numpy
  - pip3 install numpy || true
  - pip3 install -U {{ env["RAY_WHEELS"] | default("ray") }}
  - pip3 install -U lightgbm_ray petastorm  # Install latest releases
  - sudo mkdir -p /data || true
  - sudo chown ray:1000 /data || true
  - rm -rf /data/classification.parquet || true
  - curl -o create_test_data.py https://raw.githubusercontent.com/ray-project/ray/releases/1.3.0/release/xgboost_tests/create_test_data.py  # XGBoost is intended
  - python ./create_test_data.py /data/classification.parquet --seed 1234 --num-rows 1000000 --num-cols 40 --num-partitions 100 --num-classes 2