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- base_image: {{ env["RAY_IMAGE_NIGHTLY_CPU"] | default("anyscale/ray:nightly-py37") }}
- env_vars: { }
- debian_packages:
- - curl
- python:
- pip_packages:
- - pandas>=1.3.0 # otherwise, a version mismatch between local and remote will cause an exception
- - git+https://github.com/ray-project/xgboost_ray.git#egg=xgboost_ray
- - modin>=0.11.0 # ray.services has been removed
- - s3fs
- - fastapi
- - uvicorn
- - tblib
- conda_packages: [ ]
- post_build_cmds:
- - pip uninstall -y ray || true
- - pip install -U {{ env["RAY_WHEELS"] | default("ray") }}
- - {{ env["RAY_WHEELS_SANITY_CHECK"] | default("echo No Ray wheels sanity check") }}
- # Upgrade the XGBoost-Ray version in post build commands, otherwise it will be cached in the Anyscale Docker image.
- - echo {{ env["TIMESTAMP"] }}
- - pip install -U xgboost # Upgrade to latest xgboost version so cached version is not used.
- - pip uninstall xgboost_ray -y # Uninstall first so pip does a reinstall.
- - pip install -U --no-cache-dir git+https://github.com/ray-project/xgboost_ray.git#egg=xgboost_ray
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