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- base_image: {{ env["RAY_IMAGE_NIGHTLY_CPU"] | default("anyscale/ray:nightly-py37") }}
- env_vars: {}
- debian_packages:
- - curl
- python:
- pip_packages:
- - pytest
- - lightgbm_ray
- - petastorm
- - tblib
- conda_packages: []
- post_build_cmds:
- - pip uninstall -y ray || true
- - pip3 install -U {{ env["RAY_WHEELS"] | default("ray") }}
- - pip3 install ray[default] # Needed for Ray Client to work.
- - pip3 install -U "xgboost<1.5" xgboost_ray petastorm # Install latest releases, pin xgboost to <1.5
- - {{ env["RAY_WHEELS_SANITY_CHECK"] | default("echo No Ray wheels sanity check") }}
- - 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
- - python ./create_test_data.py /data/classification.parquet --seed 1234 --num-rows 1000000 --num-cols 40 --num-partitions 100 --num-classes 2
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