ray/release/xgboost_tests/app_config_gpu.yaml
Kai Fricke f96078687f
[xgboost/release] Xgboost/connect gpu test (#19838)
* [xgboost/release] Add GPU connect user test

* Use scaling cluster

* typo

* Increase xgboost placement group timeout

* Much higher timeout

* Move os environment timeout

* Move os environ

* [dev] install xgboost-ray from master

* GPU xgboost master

* Remove master install after new xgboost release

* Install latest

* Add master test
2021-11-02 08:40:48 -07:00

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base_image: "anyscale/ray:1.5.0-py37-gpu"
env_vars: {}
debian_packages:
- curl
python:
pip_packages:
- pytest
- xgboost_ray
- petastorm
conda_packages: []
post_build_cmds:
- pip uninstall -y numpy ray || true
- sudo rm -rf /home/ray/anaconda3/lib/python3.7/site-packages/numpy || true
- pip3 install numpy || true
- pip3 install -U {{ env["RAY_WHEELS"] | default("ray") }}
- pip3 install -U "xgboost_ray" petastorm # Install latest releases
- {{ 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 -so 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