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https://github.com/vale981/ray
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* prepare for head node * move command runner interface outside _private * remove space * Eric * flake * min_workers in multi node type * fixing edge cases * eric not idle * fix target_workers to consider min_workers of node types * idle timeout * minor * minor fix * test * lint * eric v2 * eric 3 * min_workers constraint before bin packing * Update resource_demand_scheduler.py * Revert "Update resource_demand_scheduler.py" This reverts commit 818a63a2c86d8437b3ef21c5035d701c1d1127b5. * reducing diff * make get_nodes_to_launch return a dict * merge * weird merge fix * auto fill instance types for AWS * Alex/Eric * Update doc/source/cluster/autoscaling.rst * merge autofill and input from user * logger.exception * make the yaml use the default autofill * docs Eric * remove test_autoscaler_yaml from windows tests * lets try changing the test a bit * return test * lets see * edward * Limit max launch concurrency * commenting frac TODO * move to resource demand scheduler * use STATUS UP TO DATE * Eric * make logger of gc freed refs debug instead of info * add cluster name to docker mount prefix directory * grrR * fix tests * moving docker directory to sdk * move the import to prevent circular dependency * smallf fix * ian * fix max launch concurrency bug to assume failing nodes as pending and consider only load_metric's connected nodes as running * small fix * deflake test_joblib * lint * placement groups bypass * remove space * Eric * first ocmmit * lint * exmaple * documentation * hmm * file path fix * fix test * some format issue in docs * modified docs * joblib strikes again on windows * add ability to not start autoscaler/monitor * a * remove worker_default * Remove default pod type from operator * Remove worker_default_node_type from rewrite_legacy_yaml_to_availble_node_types * deprecate useless fields Co-authored-by: Ameer Haj Ali <ameerhajali@ameers-mbp.lan> Co-authored-by: Alex Wu <alex@anyscale.io> Co-authored-by: Alex Wu <itswu.alex@gmail.com> Co-authored-by: Eric Liang <ekhliang@gmail.com> Co-authored-by: Ameer Haj Ali <ameerhajali@Ameers-MacBook-Pro.local> Co-authored-by: root <root@ip-172-31-56-188.us-west-2.compute.internal> Co-authored-by: Dmitri Gekhtman <dmitri.m.gekhtman@gmail.com>
35 lines
814 B
YAML
35 lines
814 B
YAML
cluster_name: ray-xgboost-release-cpu-moderate
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min_workers: 31
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max_workers: 31
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idle_timeout_minutes: 15
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docker:
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image: anyscale/ray:latest
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container_name: ray_container
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pull_before_run: true
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provider:
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type: aws
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region: us-west-2
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availability_zone: us-west-2a
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cache_stopped_nodes: false
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auth:
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ssh_user: ubuntu
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head_node:
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# 64 CPUs
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InstanceType: m5.xlarge
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worker_nodes:
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# 64 CPUs
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InstanceType: m5.xlarge
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setup_commands:
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- pip install pytest xgboost_ray
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- sudo mkdir -p /data || true
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- sudo chown ray:1000 /data || true
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- rm -rf /data/classification.parquet || true
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- 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
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