ray/release/xgboost_tests/cluster_cpu_moderate.yaml

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cluster_name: ray-xgboost-release-cpu-moderate
min_workers: 31
max_workers: 31
idle_timeout_minutes: 15
docker:
image: anyscale/ray:latest
container_name: ray_container
pull_before_run: true
provider:
type: aws
region: us-west-2
availability_zone: us-west-2a
cache_stopped_nodes: false
auth:
ssh_user: ubuntu
head_node:
# 64 CPUs
InstanceType: m5.xlarge
worker_nodes:
# 64 CPUs
InstanceType: m5.xlarge
setup_commands:
- pip install pytest xgboost_ray
- sudo mkdir -p /data || true
- sudo chown ray:1000 /data || true
- rm -rf /data/classification.parquet || true
- python ~/release-automation-xgboost_tests/create_test_data.py /data/classification.parquet --seed 1234 --num-rows 1000000 --num-cols 40 --num-partitions 100 --num-classes 2