# Global release test configuration file.
# All your release test configuration should go here. Adding release tests here
# will automatically enable them in the Buildkite release testing schedules
# (except they have frequency: disabled).
# Here is an example configuration for reference:
#- name: example_test
# # Tests with the same group will be grouped in the Buildkite UI
# group: Example group
# # Provide the working directory which will be uploaded to the cluster
# working_dir: example_dir
#
# # For release test infra migration, we provide these fields that are populated
# # in the database
# legacy:
# test_name: example_test
# test_suite: examples
#
# # How often to run the tests.
# # One of [disabled, any, multi, nightly, weekly].
# frequency: weekly
# # Owning team. This field will be persisted to the database
# team: ml
#
# # Python version. This optional field determines which Python version to run tests
# # on. This must be a string!
# python: "3.7"
#
# # Optional location of a bash setup script to run on the driver
# # when setting up the local environment. Relative to working_dir
# driver_setup: setup_driver.sh
#
# # Cluster information
# cluster:
# # Location of cluster env, relative to working_dir
# cluster_env: cluster_env.yaml
# # Location of cluster compute, relative to working_dir
# cluster_compute: cluster_compute.yaml
# # Autosuspend parameter passed to the cluster.
# # The cluster will automatically terminate if inactive for this
# # many minutes. Defaults to 10 if not set.
# autosuspend_mins: 10
# # Optional cloud_id to use instead of the default cloud
# cloud_id: cld_12345678
# # Alternatively, you can specify a cloud name
# cloud_name: anyscale_default_cloud
#
# # Run configuration for the test
# run:
# # Type of test. Can be sdk_command or client (job to be implemented soon).
# # Uses either Anyscale SDK commands or the Ray client to run the actual
# # release test.
# type: sdk_command
#
# # File manager to use to transfer files to and from the cluster.
# # Can be any of [sdk, client, job].
# file_manager: sdk
#
# # If you want to wait for nodes to be ready, you can specify this here:
# wait_for_nodes:
# # Number of nodes
# num_nodes: 16
# # Timeout for waiting for nodes. If nodes are not up by then, the
# # test will fail.
# timeout: 600
#
# # Optional prepare script to be run on the cluster before the test script
# prepare: python prepare.py
# # The prepare command can have a separate timeout
# prepare_timeout: 300
#
# # Main script to run as the test script
# script: python workloads/train_small.py
# # Timeout in seconds. After this time the test is considered as failed.
# timeout: 600
#
# # You can specify smoke test definitions here. If a smoke test is triggered,
# # it will deep update the main test configuration with the values provided
# # here. Smoke tests will automatically run with IS_SMOKE_TEST=1 as en
# # environment variable and receive the --smoke-test flag as a parameter in the
# # run script.
# smoke_test:
# # Smoke tests can have different frequencies. A smoke test is only triggered
# # when the regular test is not matched.
# frequency: nightly
# # Here we adjust the run timeout down and run on less nodes. The test script
# # remains the same.
# run:
# timeout: 300
# wait_for_nodes:
# num_nodes: 4
# timeout: 600
#
# # After the test finished, this handler (in alerts/) will process the results.
# # It can then let the test fail, e.g. if a metric regression is observed.
# alert: default
#########################
# AIR release tests
#########################
- name: long_running_horovod_tune_test
group: AIR tests
working_dir: air_tests
frequency: weekly
team: ml
cluster:
cluster_env: horovod/app_config_master.yaml
cluster_compute: horovod/compute_tpl.yaml
run:
timeout: 36000
script: python horovod/workloads/horovod_tune_test.py
long_running: true
wait_for_nodes:
num_nodes: 3
type: sdk_command
file_manager: job
smoke_test:
frequency: disabled
run:
timeout: 1800
alert: default
#######################
# XGBoost release tests
#######################
- name: xgboost_train_small
group: XGBoost
working_dir: xgboost_tests
legacy:
test_name: train_small
test_suite: xgboost_tests
frequency: nightly
team: ml
cluster:
cluster_env: app_config.yaml
cluster_compute: tpl_cpu_small.yaml
run:
timeout: 600
script: python workloads/train_small.py
wait_for_nodes:
num_nodes: 4
type: client
alert: xgboost_tests
- name: xgboost_train_moderate
group: XGBoost
working_dir: xgboost_tests
legacy:
test_name: train_moderate
test_suite: xgboost_tests
frequency: nightly
team: ml
cluster:
cluster_env: app_config.yaml
cluster_compute: tpl_cpu_moderate.yaml
run:
timeout: 600
script: python workloads/train_moderate.py
wait_for_nodes:
num_nodes: 32
type: sdk_command
file_manager: sdk
alert: xgboost_tests
- name: xgboost_train_gpu
group: XGBoost
working_dir: xgboost_tests
legacy:
test_name: train_gpu
test_suite: xgboost_tests
frequency: nightly
team: ml
cluster:
cluster_env: app_config_gpu.yaml
cluster_compute: tpl_gpu_small.yaml
run:
timeout: 600
script: python workloads/train_gpu.py
wait_for_nodes:
num_nodes: 5
type: sdk_command
file_manager: sdk
alert: xgboost_tests
- name: xgboost_distributed_api_test
group: XGBoost
working_dir: xgboost_tests
legacy:
test_name: distributed_api_test
test_suite: xgboost_tests
frequency: nightly
team: ml
cluster:
cluster_env: app_config.yaml
cluster_compute: tpl_cpu_small.yaml
run:
timeout: 600
script: python workloads/distributed_api_test.py
wait_for_nodes:
num_nodes: 4
type: sdk_command
file_manager: sdk
alert: xgboost_tests
- name: xgboost_ft_small_elastic
group: XGBoost
working_dir: xgboost_tests
legacy:
test_name: ft_small_elastic
test_suite: xgboost_tests
frequency: nightly
team: ml
cluster:
cluster_env: app_config.yaml
cluster_compute: tpl_cpu_small.yaml
run:
timeout: 900
script: python workloads/ft_small_elastic.py
wait_for_nodes:
num_nodes: 4
type: sdk_command
file_manager: sdk
alert: xgboost_tests
- name: xgboost_ft_small_non_elastic
group: XGBoost
working_dir: xgboost_tests
legacy:
test_name: ft_small_non_elastic
test_suite: xgboost_tests
frequency: nightly
team: ml
cluster:
cluster_env: app_config.yaml
cluster_compute: tpl_cpu_small.yaml
run:
timeout: 900
script: python workloads/ft_small_non_elastic.py
wait_for_nodes:
num_nodes: 4
type: sdk_command
file_manager: sdk
alert: xgboost_tests
- name: xgboost_tune_small
group: XGBoost
working_dir: xgboost_tests
legacy:
test_name: tune_small
test_suite: xgboost_tests
frequency: nightly
team: ml
cluster:
cluster_env: app_config.yaml
cluster_compute: tpl_cpu_small.yaml
run:
timeout: 600
script: python workloads/tune_small.py
wait_for_nodes:
num_nodes: 4
type: sdk_command
file_manager: sdk
alert: xgboost_tests
- name: xgboost_tune_32x4
group: XGBoost
working_dir: xgboost_tests
legacy:
test_name: tune_32x4
test_suite: xgboost_tests
frequency: nightly
team: ml
cluster:
cluster_env: app_config.yaml
cluster_compute: tpl_cpu_moderate.yaml
run:
timeout: 900
script: python workloads/tune_32x4.py
wait_for_nodes:
num_nodes: 32
type: sdk_command
file_manager: sdk
alert: xgboost_tests
- name: xgboost_tune_4x32
group: XGBoost
working_dir: xgboost_tests
legacy:
test_name: tune_4x32
test_suite: xgboost_tests
frequency: nightly
team: ml
cluster:
cluster_env: app_config.yaml
cluster_compute: tpl_cpu_moderate.yaml
run:
timeout: 900
script: python workloads/tune_4x32.py
wait_for_nodes:
num_nodes: 32
type: sdk_command
file_manager: sdk
alert: xgboost_tests
#######################
# LightGBM tests
#######################
- name: lightgbm_train_small
group: LightGBM tests
working_dir: lightgbm_tests
legacy:
test_name: train_small
test_suite: lightgbm_tests
frequency: nightly
team: ml
cluster:
cluster_env: app_config.yaml
cluster_compute: tpl_cpu_small.yaml
run:
timeout: 600
script: python workloads/train_small.py
wait_for_nodes:
num_nodes: 4
type: client
alert: default
- name: lightgbm_train_moderate
group: LightGBM tests
working_dir: lightgbm_tests
legacy:
test_name: train_moderate
test_suite: lightgbm_tests
frequency: nightly
team: ml
cluster:
cluster_env: app_config.yaml
cluster_compute: tpl_cpu_moderate.yaml
run:
timeout: 600
script: python workloads/train_moderate.py
wait_for_nodes:
num_nodes: 32
type: sdk_command
file_manager: job
alert: default
- name: lightgbm_distributed_api_test
group: LightGBM tests
working_dir: lightgbm_tests
legacy:
test_name: distributed_api_test
test_suite: lightgbm_tests
frequency: nightly
team: ml
cluster:
cluster_env: app_config.yaml
cluster_compute: tpl_cpu_small.yaml
run:
timeout: 600
script: python workloads/distributed_api_test.py
wait_for_nodes:
num_nodes: 4
type: sdk_command
file_manager: job
alert: default
- name: lightgbm_ft_small_non_elastic
group: LightGBM tests
working_dir: lightgbm_tests
legacy:
test_name: ft_small_non_elastic
test_suite: lightgbm_tests
frequency: nightly
team: ml
cluster:
cluster_env: app_config.yaml
cluster_compute: tpl_cpu_small.yaml
run:
timeout: 900
script: python workloads/ft_small_non_elastic.py
wait_for_nodes:
num_nodes: 4
type: sdk_command
file_manager: job
alert: default
- name: lightgbm_tune_small
group: LightGBM tests
working_dir: lightgbm_tests
legacy:
test_name: tune_small
test_suite: lightgbm_tests
frequency: nightly
team: ml
cluster:
cluster_env: app_config.yaml
cluster_compute: tpl_cpu_small.yaml
run:
timeout: 600
script: python workloads/tune_small.py
wait_for_nodes:
num_nodes: 4
type: sdk_command
file_manager: job
alert: default
- name: lightgbm_tune_16x4
group: LightGBM tests
working_dir: lightgbm_tests
legacy:
test_name: tune_16x4
test_suite: lightgbm_tests
frequency: nightly
team: ml
cluster:
cluster_env: app_config.yaml
cluster_compute: tpl_cpu_moderate.yaml
run:
timeout: 900
script: python workloads/tune_16x4.py
wait_for_nodes:
num_nodes: 32
type: sdk_command
file_manager: job
alert: default
- name: lightgbm_tune_4x16
group: LightGBM tests
working_dir: lightgbm_tests
legacy:
test_name: tune_4x16
test_suite: lightgbm_tests
frequency: nightly
team: ml
cluster:
cluster_env: app_config.yaml
cluster_compute: tpl_cpu_moderate.yaml
run:
timeout: 900
script: python workloads/tune_4x16.py
wait_for_nodes:
num_nodes: 32
type: sdk_command
file_manager: job
alert: default
#######################
# ML user tests
#######################
- name: ml_user_horovod_user_test_latest
group: ML user tests
working_dir: ml_user_tests
legacy:
test_name: horovod_user_test_latest
test_suite: ml_user_tests
frequency: nightly
team: ml
cluster:
cluster_env: horovod/app_config.yaml
cluster_compute: horovod/compute_tpl.yaml
driver_setup: horovod/driver_setup_latest.sh
run:
timeout: 1200
script: python horovod/horovod_user_test.py
type: client
alert: default
- name: ml_user_horovod_user_test_master
group: ML user tests
working_dir: ml_user_tests
legacy:
test_name: horovod_user_test_master
test_suite: ml_user_tests
frequency: nightly
team: ml
cluster:
cluster_env: horovod/app_config_master.yaml
cluster_compute: horovod/compute_tpl.yaml
driver_setup: horovod/driver_setup_master.sh
run:
timeout: 1200
script: python horovod/horovod_user_test.py
type: client
alert: default
- name: ml_user_train_tensorflow_mnist_test
group: ML user tests
working_dir: ml_user_tests
legacy:
test_name: train_tensorflow_mnist_test
test_suite: ml_user_tests
frequency: nightly
team: ml
cluster:
cluster_env: train/app_config.yaml
cluster_compute: train/compute_tpl.yaml
driver_setup: train/driver_setup.sh
run:
timeout: 36000
script: python train/train_tensorflow_mnist_test.py
type: client
alert: default
- name: ml_user_train_torch_linear_test
group: ML user tests
working_dir: ml_user_tests
legacy:
test_name: train_torch_linear_test
test_suite: ml_user_tests
frequency: nightly
team: ml
cluster:
cluster_env: train/app_config.yaml
cluster_compute: train/compute_tpl.yaml
driver_setup: train/driver_setup.sh
run:
timeout: 36000
script: python train/train_torch_linear_test.py
type: client
alert: default
- name: ml_user_xgboost_gpu_connect_latest
group: ML user tests
working_dir: ml_user_tests
legacy:
test_name: xgboost_gpu_connect_latest
test_suite: ml_user_tests
frequency: nightly
team: ml
cluster:
cluster_env: xgboost/app_config_gpu.yaml
cluster_compute: xgboost/tpl_gpu_small_scaling.yaml
run:
timeout: 1200
script: python xgboost/train_gpu_connect.py
type: client
alert: default
- name: ml_user_xgboost_gpu_connect_master
group: ML user tests
working_dir: ml_user_tests
legacy:
test_name: xgboost_gpu_connect_master
test_suite: ml_user_tests
frequency: nightly
team: ml
cluster:
cluster_env: xgboost/app_config_gpu_master.yaml
cluster_compute: xgboost/tpl_gpu_small_scaling.yaml
run:
timeout: 1200
script: python xgboost/train_gpu_connect.py
type: client
alert: default
- name: ml_user_ray_lightning_user_test_latest
group: ML user tests
working_dir: ml_user_tests
legacy:
test_name: ray_lightning_user_test_latest
test_suite: ml_user_tests
frequency: nightly
team: ml
cluster:
cluster_env: ray-lightning/app_config.yaml
cluster_compute: ray-lightning/compute_tpl.yaml
driver_setup: ray-lightning/driver_setup.sh
run:
timeout: 1200
script: python ray-lightning/ray_lightning_user_test.py
type: client
alert: default
- name: ml_user_ray_lightning_user_test_master
group: ML user tests
working_dir: ml_user_tests
legacy:
test_name: ray_lightning_user_test_master
test_suite: ml_user_tests
frequency: nightly
team: ml
cluster:
cluster_env: ray-lightning/app_config_master.yaml
cluster_compute: ray-lightning/compute_tpl.yaml
driver_setup: ray-lightning/driver_setup.sh
run:
timeout: 1200
script: python ray-lightning/ray_lightning_user_test.py
type: client
alert: default
- name: ml_user_tune_rllib_connect_test
group: ML user tests
working_dir: ml_user_tests
legacy:
test_name: tune_rllib_connect_test
test_suite: ml_user_tests
frequency: nightly
team: ml
cluster:
cluster_env: ../rllib_tests/app_config.yaml
cluster_compute: tune_rllib/compute_tpl.yaml
driver_setup: tune_rllib/driver_setup.sh
run:
timeout: 2000
script: python tune_rllib/run_connect_tests.py
type: client
alert: default
#######################
# Tune cloud tests
#######################
- name: tune_cloud_aws_no_sync_down
group: Tune cloud tests
working_dir: tune_tests/cloud_tests
stable: true
legacy:
test_name: aws_no_sync_down
test_suite: tune_cloud_tests
frequency: nightly
team: ml
cluster:
cluster_env: app_config.yaml
cluster_compute: tpl_aws_4x2.yaml
run:
timeout: 600
script: python workloads/run_cloud_test.py no_sync_down
wait_for_nodes:
num_nodes: 4
type: sdk_command
file_manager: sdk
alert: tune_tests
- name: tune_cloud_aws_ssh_sync
group: Tune cloud tests
working_dir: tune_tests/cloud_tests
stable: true
legacy:
test_name: aws_ssh_sync
test_suite: tune_cloud_tests
frequency: nightly
team: ml
cluster:
cluster_env: app_config.yaml
cluster_compute: tpl_aws_4x2.yaml
run:
timeout: 600
script: python workloads/run_cloud_test.py ssh_sync
wait_for_nodes:
num_nodes: 4
type: sdk_command
file_manager: sdk
alert: tune_tests
- name: tune_cloud_aws_durable_upload
group: Tune cloud tests
working_dir: tune_tests/cloud_tests
stable: true
legacy:
test_name: aws_durable_upload
test_suite: tune_cloud_tests
frequency: nightly
team: ml
cluster:
cluster_env: app_config.yaml
cluster_compute: tpl_aws_4x2.yaml
run:
timeout: 600
script: python workloads/run_cloud_test.py durable_upload --bucket s3://tune-cloud-tests/durable_upload
wait_for_nodes:
num_nodes: 4
type: sdk_command
file_manager: sdk
alert: tune_tests
- name: tune_cloud_aws_durable_upload_rllib_str
group: Tune cloud tests
working_dir: tune_tests/cloud_tests
stable: false
legacy:
test_name: aws_durable_upload_rllib_str
test_suite: tune_cloud_tests
frequency: nightly
team: ml
cluster:
cluster_env: app_config_ml.yaml
cluster_compute: tpl_aws_4x2.yaml
run:
timeout: 600
script: python workloads/run_cloud_test.py durable_upload --trainable rllib_str
--bucket s3://tune-cloud-tests/durable_upload_rllib_str
wait_for_nodes:
num_nodes: 4
type: sdk_command
file_manager: sdk
alert: tune_tests
- name: tune_cloud_aws_durable_upload_rllib_trainer
group: Tune cloud tests
working_dir: tune_tests/cloud_tests
stable: false
legacy:
test_name: aws_durable_upload_rllib_trainer
test_suite: tune_cloud_tests
frequency: nightly
team: ml
cluster:
cluster_env: app_config_ml.yaml
cluster_compute: tpl_aws_4x2.yaml
run:
timeout: 600
script: python workloads/run_cloud_test.py durable_upload --trainable rllib_trainer
--bucket s3://tune-cloud-tests/durable_upload_rllib_trainer
wait_for_nodes:
num_nodes: 4
type: sdk_command
file_manager: sdk
alert: tune_tests
- name: tune_cloud_gcp_k8s_no_sync_down
group: Tune cloud tests
working_dir: tune_tests/cloud_tests
stable: true
legacy:
test_name: gcp_k8s_no_sync_down
test_suite: tune_cloud_tests
frequency: nightly
team: ml
cluster:
cluster_env: app_config.yaml
cluster_compute: tpl_gcp_k8s_4x8.yaml
cloud_id: cld_k8WcxPgjUtSE8RVmfZpTLuKM # anyscale_k8s_gcp_cloud
run:
timeout: 600
script: python workloads/run_cloud_test.py no_sync_down --cpus-per-trial 8
type: client
wait_for_nodes:
num_nodes: 4
alert: tune_tests
- name: tune_cloud_gcp_k8s_ssh_sync
group: Tune cloud tests
working_dir: tune_tests/cloud_tests
stable: true
legacy:
test_name: gcp_k8s_ssh_sync
test_suite: tune_cloud_tests
frequency: nightly
team: ml
cluster:
cluster_env: app_config.yaml
cluster_compute: tpl_gcp_k8s_4x8.yaml
cloud_id: cld_k8WcxPgjUtSE8RVmfZpTLuKM # anyscale_k8s_gcp_cloud
run:
timeout: 600
script: python workloads/run_cloud_test.py ssh_sync --cpus-per-trial 8
type: client
wait_for_nodes:
num_nodes: 4
alert: tune_tests
- name: tune_cloud_gcp_k8s_durable_upload
group: Tune cloud tests
working_dir: tune_tests/cloud_tests
stable: true
legacy:
test_name: gcp_k8s_durable_upload
test_suite: tune_cloud_tests
frequency: nightly
team: ml
cluster:
cluster_env: app_config.yaml
cluster_compute: tpl_gcp_k8s_4x8.yaml
cloud_id: cld_k8WcxPgjUtSE8RVmfZpTLuKM # anyscale_k8s_gcp_cloud
run:
timeout: 600
script: python workloads/run_cloud_test.py durable_upload --cpus-per-trial 8 --bucket gs://tune-cloud-tests/durable_upload
type: client
wait_for_nodes:
num_nodes: 4
alert: tune_tests
########################
# Tune scalability tests
########################
- name: tune_scalability_bookkeeping_overhead
group: Tune scalability tests
working_dir: tune_tests/scalability_tests
legacy:
test_name: bookkeeping_overhead
test_suite: tune_tests
frequency: nightly
team: ml
cluster:
cluster_env: app_config.yaml
cluster_compute: tpl_1x16.yaml
run:
timeout: 1200
script: python workloads/test_bookkeeping_overhead.py
type: sdk_command
file_manager: sdk
alert: tune_tests
- name: tune_scalability_durable_trainable
group: Tune scalability tests
working_dir: tune_tests/scalability_tests
legacy:
test_name: durable_trainable
test_suite: tune_tests
frequency: nightly
team: ml
cluster:
cluster_env: app_config.yaml
cluster_compute: tpl_16x2.yaml
run:
timeout: 900
script: python workloads/test_durable_trainable.py --bucket tune-cloud-tests
wait_for_nodes:
num_nodes: 16
type: sdk_command
file_manager: sdk
alert: tune_tests
- name: tune_scalability_long_running_large_checkpoints
group: Tune scalability tests
working_dir: tune_tests/scalability_tests
legacy:
test_name: long_running_large_checkpoints
test_suite: tune_tests
frequency: weekly
team: ml
cluster:
cluster_env: app_config.yaml
cluster_compute: tpl_1x32_hd.yaml
run:
timeout: 86400
script: python workloads/test_long_running_large_checkpoints.py
long_running: true
type: sdk_command
file_manager: sdk
smoke_test:
frequency: nightly
run:
timeout: 3600
alert: tune_tests
- name: tune_scalability_network_overhead
group: Tune scalability tests
working_dir: tune_tests/scalability_tests
legacy:
test_name: network_overhead
test_suite: tune_tests
frequency: weekly
team: ml
cluster:
cluster_env: app_config.yaml
cluster_compute: tpl_100x2.yaml
run:
timeout: 900
prepare_timeout: 1200
script: python workloads/test_network_overhead.py
wait_for_nodes:
num_nodes: 100
type: sdk_command
file_manager: sdk
smoke_test:
frequency: nightly
cluster:
cluster_compute: tpl_20x2.yaml
run:
timeout: 400
prepare_timeout: 600
wait_for_nodes:
num_nodes: 20
alert: tune_tests
- name: tune_scalability_result_throughput_cluster
group: Tune scalability tests
working_dir: tune_tests/scalability_tests
legacy:
test_name: result_throughput_cluster
test_suite: tune_tests
frequency: nightly
team: ml
cluster:
cluster_env: app_config.yaml
cluster_compute: tpl_16x64.yaml
run:
timeout: 600
script: python workloads/test_result_throughput_cluster.py
wait_for_nodes:
num_nodes: 16
type: sdk_command
file_manager: sdk
alert: tune_tests
- name: tune_scalability_result_throughput_single_node
group: Tune scalability tests
working_dir: tune_tests/scalability_tests
legacy:
test_name: result_throughput_single_node
test_suite: tune_tests
frequency: nightly
team: ml
cluster:
cluster_env: app_config.yaml
cluster_compute: tpl_1x96.yaml
run:
timeout: 600
script: python workloads/test_result_throughput_single_node.py
type: sdk_command
file_manager: sdk
alert: tune_tests
- name: tune_scalability_xgboost_sweep
group: Tune scalability tests
working_dir: tune_tests/scalability_tests
legacy:
test_name: xgboost_sweep
test_suite: tune_tests
frequency: weekly
team: ml
cluster:
cluster_env: app_config_data.yaml
cluster_compute: tpl_16x64.yaml
run:
timeout: 3600
script: python workloads/test_xgboost_sweep.py
wait_for_nodes:
num_nodes: 16
type: sdk_command
file_manager: sdk
alert: tune_tests
########################
# Golden Notebook tests
########################
- name: golden_notebook_dask_xgboost_test
group: Golden Notebook tests
working_dir: golden_notebook_tests
legacy:
test_name: dask_xgboost_test
test_suite: golden_notebook_tests
frequency: nightly
team: ml
cluster:
cluster_env: dask_xgboost_app_config.yaml
cluster_compute: compute_tpl.yaml
run:
timeout: 1800
script: python workloads/dask_xgboost_test.py --num-actors 4 --cpus-per-actor 4 --num-actors-inference 16 --cpus-per-actor-inference 1
type: client
wait_for_nodes:
num_nodes: 4
alert: default
- name: golden_notebook_modin_xgboost_test
group: Golden Notebook tests
working_dir: golden_notebook_tests
legacy:
test_name: modin_xgboost_test
test_suite: golden_notebook_tests
frequency: nightly
team: ml
cluster:
cluster_env: modin_xgboost_app_config.yaml
cluster_compute: compute_tpl.yaml
run:
timeout: 1800
script: python workloads/modin_xgboost_test.py --num-actors 4 --cpus-per-actor 4 --num-actors-inference 16 --cpus-per-actor-inference 1
type: client
wait_for_nodes:
num_nodes: 4
alert: default
- name: golden_notebook_torch_tune_serve_test
group: Golden Notebook tests
working_dir: golden_notebook_tests
legacy:
test_name: torch_tune_serve_test
test_suite: golden_notebook_tests
frequency: nightly
team: ml
cluster:
cluster_env: torch_tune_serve_app_config.yaml
cluster_compute: gpu_tpl.yaml
run:
timeout: 1800
script: python workloads/torch_tune_serve_test.py
type: client
alert: default
#######################
# Long running tests
#######################
- name: long_running_actor_deaths
group: Long running tests
working_dir: long_running_tests
legacy:
test_name: actor_deaths
test_suite: long_running_tests
frequency: nightly
team: core
cluster:
cluster_env: app_config.yaml
cluster_compute: tpl_cpu_1.yaml
run:
timeout: 86400
prepare: ray stop
script: python workloads/actor_deaths.py
long_running: true
type: sdk_command
file_manager: sdk
smoke_test:
frequency: disabled
run:
timeout: 3600
alert: long_running_tests
- name: long_running_apex
group: Long running tests
working_dir: long_running_tests
legacy:
test_name: apex
test_suite: long_running_tests
frequency: nightly
team: ml
cluster:
cluster_env: ../rllib_tests/app_config.yaml
cluster_compute: tpl_cpu_3.yaml
run:
timeout: 86400
script: python workloads/apex.py
long_running: true
wait_for_nodes:
num_nodes: 3
type: sdk_command
file_manager: sdk
smoke_test:
frequency: disabled
run:
timeout: 3600
alert: long_running_tests
- name: long_running_impala
group: Long running tests
working_dir: long_running_tests
legacy:
test_name: impala
test_suite: long_running_tests
frequency: nightly
team: ml
cluster:
cluster_env: app_config_np.yaml
cluster_compute: tpl_cpu_1_large.yaml
run:
timeout: 86400
script: python workloads/impala.py
long_running: true
type: sdk_command
file_manager: sdk
smoke_test:
frequency: disabled
run:
timeout: 3600
alert: long_running_tests
- name: long_running_many_actor_tasks
group: Long running tests
working_dir: long_running_tests
legacy:
test_name: many_actor_tasks
test_suite: long_running_tests
frequency: nightly
team: core
cluster:
cluster_env: app_config.yaml
cluster_compute: tpl_cpu_1.yaml
run:
timeout: 86400
prepare: ray stop
script: python workloads/many_actor_tasks.py
long_running: true
type: sdk_command
file_manager: sdk
smoke_test:
frequency: disabled
run:
timeout: 3600
alert: long_running_tests
- name: long_running_many_drivers
group: Long running tests
working_dir: long_running_tests
legacy:
test_name: many_drivers
test_suite: long_running_tests
frequency: nightly
team: core
cluster:
cluster_env: app_config.yaml
cluster_compute: tpl_cpu_1.yaml
run:
timeout: 86400
prepare: ray stop
script: python workloads/many_drivers.py --iteration-num=4000
long_running: true
type: sdk_command
file_manager: sdk
smoke_test:
frequency: disabled
run:
timeout: 3600
alert: long_running_tests
- name: long_running_many_ppo
group: Long running tests
working_dir: long_running_tests
legacy:
test_name: many_ppo
test_suite: long_running_tests
frequency: nightly
team: ml
cluster:
cluster_env: ../rllib_tests/app_config.yaml
cluster_compute: many_ppo.yaml
run:
timeout: 86400
script: python workloads/many_ppo.py
long_running: true
wait_for_nodes:
num_nodes: 1
type: sdk_command
file_manager: sdk
smoke_test:
frequency: disabled
run:
timeout: 3600
alert: long_running_tests
- name: long_running_many_tasks
group: Long running tests
working_dir: long_running_tests
legacy:
test_name: many_tasks
test_suite: long_running_tests
frequency: nightly
team: core
cluster:
cluster_env: app_config.yaml
cluster_compute: tpl_cpu_1.yaml
run:
timeout: 86400
prepare: ray stop
script: python workloads/many_tasks.py
long_running: true
type: sdk_command
file_manager: sdk
smoke_test:
frequency: disabled
run:
timeout: 3600
alert: long_running_tests
- name: long_running_many_tasks_serialized_ids
group: Long running tests
working_dir: long_running_tests
legacy:
test_name: many_tasks_serialized_ids
test_suite: long_running_tests
frequency: nightly
team: core
cluster:
cluster_env: app_config.yaml
cluster_compute: tpl_cpu_1.yaml
run:
timeout: 86400
prepare: ray stop
script: python workloads/many_tasks_serialized_ids.py
long_running: true
type: sdk_command
file_manager: sdk
smoke_test:
frequency: disabled
run:
timeout: 3600
alert: long_running_tests
- name: long_running_node_failures
group: Long running tests
working_dir: long_running_tests
legacy:
test_name: node_failures
test_suite: long_running_tests
frequency: nightly
team: core
cluster:
cluster_env: app_config.yaml
cluster_compute: tpl_cpu_1.yaml
run:
timeout: 86400
prepare: ray stop
script: python workloads/node_failures.py
long_running: true
type: sdk_command
file_manager: sdk
smoke_test:
frequency: disabled
run:
timeout: 3600
alert: long_running_tests
- name: long_running_pbt
group: Long running tests
working_dir: long_running_tests
legacy:
test_name: pbt
test_suite: long_running_tests
frequency: nightly
team: ml
cluster:
cluster_env: ../rllib_tests/app_config.yaml
cluster_compute: tpl_cpu_1.yaml
run:
timeout: 86400
prepare: ray stop
script: python workloads/pbt.py
long_running: true
type: sdk_command
file_manager: sdk
smoke_test:
frequency: disabled
run:
timeout: 3600
alert: long_running_tests
- name: long_running_serve
group: Long running tests
working_dir: long_running_tests
legacy:
test_name: serve
test_suite: long_running_tests
frequency: nightly
team: serve
cluster:
cluster_env: app_config.yaml
cluster_compute: tpl_cpu_1.yaml
run:
timeout: 86400
prepare: ray stop
script: python workloads/serve.py
long_running: true
type: sdk_command
file_manager: job
smoke_test:
frequency: disabled
run:
timeout: 3600
alert: long_running_tests
- name: long_running_serve_failure
group: Long running tests
working_dir: long_running_tests
stable: false
legacy:
test_name: serve_failure
test_suite: long_running_tests
frequency: nightly
team: serve
cluster:
cluster_env: app_config.yaml
cluster_compute: tpl_cpu_1.yaml
run:
timeout: 86400
prepare: ray stop
script: python workloads/serve_failure.py
long_running: true
type: sdk_command
file_manager: job
smoke_test:
frequency: disabled
run:
timeout: 600
alert: long_running_tests
- name: long_running_distributed_pytorch_pbt_failure
group: Long running tests
working_dir: long_running_distributed_tests
legacy:
test_name: pytorch_pbt_failure
test_suite: long_running_distributed
frequency: weekly
team: ml
cluster:
cluster_env: app_config.yaml
cluster_compute: compute_tpl.yaml
run:
timeout: 86400
script: python workloads/pytorch_pbt_failure.py
long_running: true
type: sdk_command
file_manager: job
smoke_test:
frequency: disabled
run:
timeout: 3600
alert: long_running_tests
########################
# Jobs tests
########################
- name: jobs_basic_local_working_dir
group: Jobs tests
working_dir: jobs_tests
legacy:
test_name: jobs_basic_local_working_dir
test_suite: jobs_tests
frequency: nightly
team: serve
cluster:
cluster_env: app_config.yaml
cluster_compute: compute_tpl_4_xlarge.yaml
run:
timeout: 600
script: python workloads/jobs_basic.py --working-dir "workloads"
wait_for_nodes:
num_nodes: 4
type: sdk_command
file_manager: job
alert: default
- name: jobs_basic_remote_working_dir
group: Jobs tests
working_dir: jobs_tests
legacy:
test_name: jobs_basic_remote_working_dir
test_suite: jobs_tests
frequency: nightly
team: serve
cluster:
cluster_env: app_config.yaml
cluster_compute: compute_tpl_4_xlarge.yaml
run:
timeout: 600
script: python workloads/jobs_basic.py --working-dir "https://github.com/anyscale/job-services-cuj-examples/archive/refs/heads/main.zip"
wait_for_nodes:
num_nodes: 4
type: sdk_command
file_manager: job
alert: default
########################
# Runtime env tests
########################
- name: runtime_env_rte_many_tasks_actors
group: Runtime env tests
working_dir: runtime_env_tests
legacy:
test_name: rte_many_tasks_actors
test_suite: runtime_env_tests
frequency: nightly
team: serve
cluster:
cluster_env: app_config.yaml
cluster_compute: rte_small.yaml
run:
timeout: 600
script: python workloads/rte_many_tasks_actors.py
wait_for_nodes:
num_nodes: 4
type: sdk_command
file_manager: job
alert: default
- name: runtime_env_wheel_urls
group: Runtime env tests
working_dir: runtime_env_tests
legacy:
test_name: wheel_urls
test_suite: runtime_env_tests
frequency: nightly
team: serve
cluster:
cluster_env: app_config.yaml
cluster_compute: rte_minimal.yaml
run:
timeout: 9000
script: python workloads/wheel_urls.py
wait_for_nodes:
num_nodes: 1
type: sdk_command
file_manager: job
alert: default
- name: runtime_env_rte_ray_client
group: Runtime env tests
working_dir: runtime_env_tests
legacy:
test_name: rte_ray_client
test_suite: runtime_env_tests
frequency: nightly
team: serve
cluster:
cluster_env: app_config.yaml
cluster_compute: rte_minimal.yaml
run:
timeout: 600
script: python workloads/rte_ray_client.py
wait_for_nodes:
num_nodes: 1
type: client
alert: default
########################
# Serve tests
########################
- name: serve_single_deployment_1k_noop_replica
group: Serve tests
working_dir: serve_tests
legacy:
test_name: single_deployment_1k_noop_replica
test_suite: serve_tests
frequency: nightly
team: serve
cluster:
cluster_env: app_config.yaml
cluster_compute: compute_tpl_32_cpu.yaml
run:
timeout: 7200
long_running: false
script: python workloads/single_deployment_1k_noop_replica.py
type: sdk_command
file_manager: job
alert: default
- name: serve_multi_deployment_1k_noop_replica
group: Serve tests
working_dir: serve_tests
legacy:
test_name: multi_deployment_1k_noop_replica
test_suite: serve_tests
frequency: nightly
team: serve
cluster:
cluster_env: app_config.yaml
cluster_compute: compute_tpl_32_cpu.yaml
run:
timeout: 7200
long_running: false
script: python workloads/multi_deployment_1k_noop_replica.py
type: sdk_command
file_manager: job
alert: default
- name: serve_autoscaling_single_deployment
group: Serve tests
working_dir: serve_tests
legacy:
test_name: autoscaling_single_deployment
test_suite: serve_tests
frequency: nightly
team: serve
cluster:
cluster_env: app_config.yaml
cluster_compute: compute_tpl_8_cpu_autoscaling.yaml
run:
timeout: 7200
long_running: false
script: python workloads/autoscaling_single_deployment.py
type: sdk_command
file_manager: job
alert: default
- name: serve_autoscaling_multi_deployment
group: Serve tests
working_dir: serve_tests
legacy:
test_name: autoscaling_multi_deployment
test_suite: serve_tests
frequency: nightly
team: serve
cluster:
cluster_env: app_config.yaml
cluster_compute: compute_tpl_8_cpu_autoscaling.yaml
run:
timeout: 7200
long_running: false
script: python workloads/autoscaling_multi_deployment.py
type: sdk_command
file_manager: job
alert: default
- name: serve_serve_micro_benchmark
group: Serve tests
working_dir: serve_tests
legacy:
test_name: serve_micro_benchmark
test_suite: serve_tests
frequency: nightly
team: serve
cluster:
cluster_env: app_config.yaml
cluster_compute: compute_tpl_single_node.yaml
run:
timeout: 7200
long_running: false
script: python workloads/serve_micro_benchmark.py
type: sdk_command
file_manager: job
alert: default
- name: serve_serve_micro_benchmark_k8s
group: Serve tests
working_dir: serve_tests
legacy:
test_name: serve_micro_benchmark_k8s
test_suite: serve_tests
# TODO(architkulkarni) Reenable after K8s migration. Currently failing
frequency: disabled
team: serve
cluster:
cluster_env: app_config.yaml
cluster_compute: compute_tpl_single_node_k8s.yaml
run:
timeout: 7200
long_running: false
script: python workloads/serve_micro_benchmark.py
type: sdk_command
file_manager: job
alert: default
- name: serve_serve_cluster_fault_tolerance
group: Serve tests
working_dir: serve_tests
legacy:
test_name: serve_cluster_fault_tolerance
test_suite: serve_tests
frequency: nightly
team: serve
cluster:
cluster_env: app_config.yaml
cluster_compute: compute_tpl_single_node.yaml
run:
timeout: 7200
long_running: false
script: python workloads/serve_cluster_fault_tolerance.py
type: sdk_command
file_manager: job
alert: default
- name: deployment_graph_long_chain
group: Serve tests
working_dir: serve_tests
legacy:
test_name: deployment_graph_long_chain
test_suite: serve_tests
frequency: nightly
team: serve
cluster:
cluster_env: app_config.yaml
cluster_compute: compute_tpl_single_node_32_cpu.yaml
run:
timeout: 3600
long_running: false
script: python workloads/deployment_graph_long_chain.py --chain-length=10 --num-clients=4 --local-test=False
type: sdk_command
file_manager: job
alert: default
stable: False
- name: deployment_graph_wide_ensemble
group: Serve tests
working_dir: serve_tests
legacy:
test_name: deployment_graph_wide_ensemble
test_suite: serve_tests
frequency: nightly
team: serve
cluster:
cluster_env: app_config.yaml
cluster_compute: compute_tpl_single_node_32_cpu.yaml
run:
timeout: 3600
long_running: false
script: python workloads/deployment_graph_wide_ensemble.py --fanout-degree=10 --num-clients=4 --local-test=False
type: sdk_command
file_manager: job
alert: default
stable: False
- name: serve_handle_long_chain
group: Serve tests
working_dir: serve_tests
legacy:
test_name: serve_handle_long_chain
test_suite: serve_tests
frequency: nightly
team: serve
cluster:
cluster_env: app_config.yaml
cluster_compute: compute_tpl_single_node_32_cpu.yaml
run:
timeout: 3600
long_running: false
script: python workloads/serve_handle_long_chain.py --chain-length=10 --num-clients=4 --local-test=False
type: sdk_command
file_manager: job
alert: default
stable: False
- name: serve_handle_wide_ensemble
group: Serve tests
working_dir: serve_tests
legacy:
test_name: serve_handle_wide_ensemble
test_suite: serve_tests
frequency: nightly
team: serve
cluster:
cluster_env: app_config.yaml
cluster_compute: compute_tpl_single_node_32_cpu.yaml
run:
timeout: 3600
long_running: false
script: python workloads/serve_handle_wide_ensemble.py --fanout-degree=10 --num-clients=4 --local-test=False
type: sdk_command
file_manager: job
alert: default
stable: False
########################
# Train tests
########################
- name: train_horovod_multi_node_test
group: Train tests
working_dir: train_tests/horovod
frequency: nightly
team: ml
cluster:
cluster_env: app_config.yaml
cluster_compute: compute_tpl.yaml
run:
timeout: 3000
script: python train_horovod_multi_node_test.py
wait_for_nodes:
num_nodes: 2
type: sdk_command
file_manager: job
alert: default
########################
# RLlib tests
########################
- name: rllib_learning_tests_a_to_e
group: RLlib tests
working_dir: rllib_tests
legacy:
test_name: learning_tests
test_suite: rllib_tests
frequency: nightly
team: ml
cluster:
cluster_env: app_config.yaml
cluster_compute: 12gpus_192cpus.yaml
run:
timeout: 18000
script: python learning_tests/run.py --yaml-sub-dir=a-e
type: sdk_command
file_manager: job
alert: default
- name: rllib_learning_tests_f_to_z
group: RLlib tests
working_dir: rllib_tests
legacy:
test_name: learning_tests
test_suite: rllib_tests
frequency: nightly
team: ml
cluster:
cluster_env: app_config.yaml
cluster_compute: 8gpus_96cpus.yaml
run:
timeout: 18000
script: python learning_tests/run.py --yaml-sub-dir=f-z
type: sdk_command
file_manager: job
alert: default
- name: rllib_multi_gpu_learning_tests
group: RLlib tests
working_dir: rllib_tests
legacy:
test_name: multi_gpu_learning_tests
test_suite: rllib_tests
frequency: nightly
team: ml
cluster:
cluster_env: app_config.yaml
cluster_compute: 8gpus_96cpus.yaml
run:
timeout: 7200
script: python multi_gpu_learning_tests/run.py
type: sdk_command
file_manager: job
alert: default
- name: rllib_multi_gpu_with_lstm_learning_tests
group: RLlib tests
working_dir: rllib_tests
legacy:
test_name: multi_gpu_with_lstm_learning_tests
test_suite: rllib_tests
frequency: nightly
team: ml
cluster:
cluster_env: app_config.yaml
cluster_compute: 8gpus_96cpus.yaml
run:
timeout: 7200
script: python multi_gpu_with_lstm_learning_tests/run.py
type: sdk_command
file_manager: job
alert: default
- name: rllib_multi_gpu_with_attention_learning_tests
group: RLlib tests
working_dir: rllib_tests
legacy:
test_name: multi_gpu_with_attention_learning_tests
test_suite: rllib_tests
frequency: nightly
team: ml
cluster:
cluster_env: app_config.yaml
cluster_compute: 8gpus_96cpus.yaml
run:
timeout: 7200
script: python multi_gpu_with_attention_learning_tests/run.py
type: sdk_command
file_manager: job
alert: default
- name: rllib_stress_tests
group: RLlib tests
working_dir: rllib_tests
legacy:
test_name: stress_tests
test_suite: rllib_tests
frequency: weekly
team: ml
cluster:
cluster_env: app_config.yaml
cluster_compute: 4gpus_544_cpus.yaml
run:
timeout: 5400
script: python stress_tests/run_stress_tests.py
wait_for_nodes:
num_nodes: 6
type: sdk_command
file_manager: job
smoke_test:
frequency: nightly
run:
timeout: 2000
alert: default
########################
# Core Nightly Tests
########################
- name: shuffle_10gb
group: core-multi-test
team: core
frequency: multi
working_dir: nightly_tests
legacy:
test_name: shuffle_10gb
test_suite: nightly_tests
cluster:
cluster_env: shuffle/shuffle_app_config.yaml
cluster_compute: shuffle/shuffle_compute_single.yaml
run:
timeout: 3000
script: python shuffle/shuffle_test.py --num-partitions=50 --partition-size=200e6
type: sdk_command
file_manager: sdk
- name: shuffle_50gb
group: core-multi-test
working_dir: nightly_tests
legacy:
test_name: shuffle_50gb
test_suite: nightly_tests
frequency: multi
team: core
cluster:
cluster_env: shuffle/shuffle_app_config.yaml
cluster_compute: shuffle/shuffle_compute_single.yaml
run:
timeout: 3000
script: python shuffle/shuffle_test.py --num-partitions=50 --partition-size=1e9
type: sdk_command
file_manager: sdk
- name: shuffle_50gb_large_partition
group: core-multi-test
working_dir: nightly_tests
legacy:
test_name: shuffle_50gb_large_partition
test_suite: nightly_tests
frequency: multi
team: core
cluster:
cluster_env: shuffle/shuffle_app_config.yaml
cluster_compute: shuffle/shuffle_compute_single.yaml
run:
timeout: 3000
script: python shuffle/shuffle_test.py --num-partitions=500 --partition-size=100e6
type: sdk_command
file_manager: sdk
- name: shuffle_100gb
group: core-multi-test
working_dir: nightly_tests
legacy:
test_name: shuffle_100gb
test_suite: nightly_tests
frequency: multi
team: core
cluster:
cluster_env: shuffle/shuffle_app_config.yaml
cluster_compute: shuffle/shuffle_compute_multi.yaml
run:
timeout: 3000
script: python shuffle/shuffle_test.py --num-partitions=200 --partition-size=500e6
wait_for_nodes:
num_nodes: 4
type: sdk_command
file_manager: sdk
- name: non_streaming_shuffle_100gb
group: core-multi-test
working_dir: nightly_tests
legacy:
test_name: non_streaming_shuffle_100gb
test_suite: nightly_tests
frequency: multi
team: core
cluster:
cluster_env: shuffle/shuffle_app_config.yaml
cluster_compute: shuffle/shuffle_compute_multi.yaml
run:
timeout: 3000
script: python shuffle/shuffle_test.py --num-partitions=200 --partition-size=500e6
--no-streaming
wait_for_nodes:
num_nodes: 4
type: sdk_command
file_manager: sdk
- name: non_streaming_shuffle_50gb_large_partition
group: core-multi-test
working_dir: nightly_tests
legacy:
test_name: non_streaming_shuffle_50gb_large_partition
test_suite: nightly_tests
frequency: multi
team: core
cluster:
cluster_env: shuffle/shuffle_app_config.yaml
cluster_compute: shuffle/shuffle_compute_single.yaml
run:
timeout: 3000
script: python shuffle/shuffle_test.py --num-partitions=500 --partition-size=100e6
--no-streaming
type: sdk_command
file_manager: sdk
- name: non_streaming_shuffle_50gb
group: core-multi-test
working_dir: nightly_tests
legacy:
test_name: non_streaming_shuffle_50gb
test_suite: nightly_tests
frequency: multi
team: core
cluster:
cluster_env: shuffle/shuffle_app_config.yaml
cluster_compute: shuffle/shuffle_compute_single.yaml
run:
timeout: 3000
script: python shuffle/shuffle_test.py --num-partitions=50 --partition-size=1e9
--no-streaming
type: sdk_command
file_manager: sdk
- name: stress_test_placement_group
group: core-multi-test
working_dir: nightly_tests
legacy:
test_name: stress_test_placement_group
test_suite: nightly_tests
frequency: multi
team: core
cluster:
cluster_env: stress_tests/stress_tests_app_config.yaml
cluster_compute: stress_tests/placement_group_tests_compute.yaml
run:
timeout: 7200
script: python stress_tests/test_placement_group.py
type: sdk_command
file_manager: sdk
- name: shuffle_1tb_1000_partition
group: core-multi-test
working_dir: nightly_tests
legacy:
test_name: shuffle_1tb_1000_partition
test_suite: nightly_tests
frequency: nightly
team: core
cluster:
cluster_env: shuffle/shuffle_app_config.yaml
cluster_compute: shuffle/shuffle_compute_large_scale.yaml
run:
timeout: 3000
script: python shuffle/shuffle_test.py --num-partitions=1000 --partition-size=1e9
wait_for_nodes:
num_nodes: 20
type: sdk_command
file_manager: sdk
- name: non_streaming_shuffle_1tb_1000_partition
group: core-multi-test
working_dir: nightly_tests
legacy:
test_name: non_streaming_shuffle_1tb_1000_partition
test_suite: nightly_tests
frequency: nightly
team: core
cluster:
cluster_env: shuffle/shuffle_app_config.yaml
cluster_compute: shuffle/shuffle_compute_large_scale.yaml
run:
timeout: 3000
script: python shuffle/shuffle_test.py --num-partitions=1000 --partition-size=1e9
--no-streaming
wait_for_nodes:
num_nodes: 20
type: sdk_command
file_manager: sdk
- name: shuffle_1tb_5000_partitions
group: core-multi-test
working_dir: nightly_tests
legacy:
test_name: shuffle_1tb_5000_partitions
test_suite: nightly_tests
frequency: nightly
team: core
cluster:
cluster_env: shuffle/shuffle_app_config.yaml
cluster_compute: shuffle/shuffle_compute_large_scale.yaml
run:
timeout: 9000
script: python shuffle/shuffle_test.py --num-partitions=5000 --partition-size=200e6
wait_for_nodes:
num_nodes: 20
type: sdk_command
file_manager: sdk
- name: decision_tree_autoscaling
group: core-multi-test
working_dir: nightly_tests
legacy:
test_name: decision_tree_autoscaling
test_suite: nightly_tests
frequency: multi
team: core
cluster:
cluster_env: decision_tree/decision_tree_app_config.yaml
cluster_compute: decision_tree/autoscaling_compute.yaml
run:
timeout: 3000
script: python decision_tree/cart_with_tree.py
type: sdk_command
file_manager: sdk
- name: decision_tree_autoscaling_20_runs
group: core-multi-test
working_dir: nightly_tests
legacy:
test_name: decision_tree_autoscaling_20_runs
test_suite: nightly_tests
frequency: multi
team: core
cluster:
cluster_env: decision_tree/decision_tree_app_config.yaml
cluster_compute: decision_tree/autoscaling_compute.yaml
run:
timeout: 9600
script: python decision_tree/cart_with_tree.py --concurrency=20
type: sdk_command
file_manager: sdk
- name: autoscaling_shuffle_1tb_1000_partitions
group: core-multi-test
working_dir: nightly_tests
legacy:
test_name: autoscaling_shuffle_1tb_1000_partitions
test_suite: nightly_tests
frequency: multi
team: core
cluster:
cluster_env: shuffle/shuffle_app_config.yaml
cluster_compute: shuffle/shuffle_compute_autoscaling.yaml
run:
timeout: 4000
script: python shuffle/shuffle_test.py --num-partitions=1000 --partition-size=1e9
--no-streaming
type: sdk_command
file_manager: sdk
- name: pg_long_running_performance_test
group: core-multi-test
working_dir: nightly_tests
legacy:
test_name: pg_long_running_performance_test
test_suite: nightly_tests
frequency: multi
team: core
cluster:
cluster_env: placement_group_tests/app_config.yaml
cluster_compute: placement_group_tests/long_running_test_compute.yaml
run:
timeout: 3600
script: python placement_group_tests/long_running_performance_test.py --num-stages
2000
wait_for_nodes:
num_nodes: 2
type: sdk_command
file_manager: sdk
- name: microbenchmark
group: core-daily-test
team: core
frequency: nightly
working_dir: microbenchmark
python: "3.7"
legacy:
test_name: microbenchmark
test_suite: microbenchmark
cluster:
cluster_env: app_config.yaml
cluster_compute: tpl_64.yaml
run:
timeout: 1800
script: OMP_NUM_THREADS=64 RAY_ADDRESS= python run_microbenchmark.py
- name: microbenchmark_38
group: core-daily-test
team: core
frequency: nightly
working_dir: microbenchmark
python: "3.8"
cluster:
cluster_env: app_config.yaml
cluster_compute: tpl_64.yaml
run:
timeout: 1800
script: OMP_NUM_THREADS=64 RAY_ADDRESS= python run_microbenchmark.py
- name: dask_on_ray_10gb_sort
group: core-daily-test
working_dir: nightly_tests
legacy:
test_name: dask_on_ray_10gb_sort
test_suite: nightly_tests
frequency: nightly
team: core
cluster:
cluster_env: dask_on_ray/dask_on_ray_app_config.yaml
cluster_compute: dask_on_ray/dask_on_ray_sort_compute_template.yaml
run:
timeout: 7200
script: python dask_on_ray/dask_on_ray_sort.py --nbytes 10_000_000_000 --npartitions
50 --num-nodes 1 --ray --data-dir /tmp/ray --file-path /tmp/ray
type: sdk_command
file_manager: sdk
- name: dask_on_ray_100gb_sort
group: core-daily-test
working_dir: nightly_tests
legacy:
test_name: dask_on_ray_100gb_sort
test_suite: nightly_tests
frequency: nightly
team: core
cluster:
cluster_env: dask_on_ray/dask_on_ray_app_config.yaml
cluster_compute: dask_on_ray/dask_on_ray_sort_compute_template.yaml
run:
timeout: 7200
script: python dask_on_ray/dask_on_ray_sort.py --nbytes 100_000_000_000 --npartitions
200 --num-nodes 1 --ray --data-dir /tmp/ray --file-path /tmp/ray
type: sdk_command
file_manager: sdk
- name: dask_on_ray_large_scale_test_no_spilling
group: core-daily-test
working_dir: nightly_tests
legacy:
test_name: dask_on_ray_large_scale_test_no_spilling
test_suite: nightly_tests
frequency: nightly
team: core
cluster:
cluster_env: dask_on_ray/large_scale_dask_on_ray_app_config.yaml
cluster_compute: dask_on_ray/dask_on_ray_stress_compute.yaml
run:
timeout: 7200
script: python dask_on_ray/large_scale_test.py --num_workers 20 --worker_obj_store_size_in_gb
20 --error_rate 0 --data_save_path /tmp/ray
wait_for_nodes:
num_nodes: 21
type: sdk_command
file_manager: sdk
smoke_test:
frequency: multi
cluster:
app_config: dask_on_ray/large_scale_dask_on_ray_app_config.yaml
cluster_compute: dask_on_ray/large_scale_dask_on_ray_compute_template.yaml
run:
timeout: 7200
script: python dask_on_ray/large_scale_test.py --num_workers 4 --worker_obj_store_size_in_gb
20 --error_rate 0 --data_save_path /tmp/ray
wait_for_nodes:
num_nodes: 5
- name: dask_on_ray_large_scale_test_spilling
group: core-daily-test
working_dir: nightly_tests
legacy:
test_name: dask_on_ray_large_scale_test_spilling
test_suite: nightly_tests
frequency: nightly
team: core
cluster:
cluster_env: dask_on_ray/large_scale_dask_on_ray_app_config.yaml
cluster_compute: dask_on_ray/dask_on_ray_stress_compute.yaml
run:
timeout: 7200
script: python dask_on_ray/large_scale_test.py --num_workers 150 --worker_obj_store_size_in_gb
70 --error_rate 0 --data_save_path /tmp/ray
wait_for_nodes:
num_nodes: 21
type: sdk_command
file_manager: sdk
smoke_test:
frequency: multi
cluster:
app_config: dask_on_ray/large_scale_dask_on_ray_app_config.yaml
cluster_compute: dask_on_ray/large_scale_dask_on_ray_compute_template.yaml
run:
timeout: 7200
script: python dask_on_ray/large_scale_test.py --num_workers 32 --worker_obj_store_size_in_gb
70 --error_rate 0 --data_save_path /tmp/ray
wait_for_nodes:
num_nodes: 5
- name: stress_test_many_tasks
group: core-daily-test
working_dir: nightly_tests
legacy:
test_name: stress_test_many_tasks
test_suite: nightly_tests
frequency: nightly
team: core
cluster:
cluster_env: stress_tests/stress_tests_app_config.yaml
cluster_compute: stress_tests/stress_tests_compute.yaml
run:
timeout: 7200
script: python stress_tests/test_many_tasks.py
type: sdk_command
file_manager: sdk
smoke_test:
frequency: multi
cluster:
app_config: stress_tests/stress_tests_app_config.yaml
cluster_compute: stress_tests/smoke_test_compute.yaml
run:
timeout: 3600
script: python stress_tests/test_many_tasks.py --num-nodes=4 --smoke-test
- name: stress_test_dead_actors
group: core-daily-test
working_dir: nightly_tests
legacy:
test_name: stress_test_dead_actors
test_suite: nightly_tests
frequency: nightly
team: core
cluster:
cluster_env: stress_tests/stress_tests_app_config.yaml
cluster_compute: stress_tests/stress_tests_compute.yaml
run:
timeout: 7200
script: python stress_tests/test_dead_actors.py
type: sdk_command
file_manager: sdk
smoke_test:
frequency: multi
cluster:
app_config: stress_tests/stress_tests_app_config.yaml
cluster_compute: stress_tests/smoke_test_compute.yaml
run:
timeout: 3600
script: python stress_tests/test_dead_actors.py --num-nodes=4 --num-parents=3
--num-children=3
# The full test is not stable, so run the smoke test only.
# See https://github.com/ray-project/ray/issues/23244.
- name: threaded_actors_stress_test
group: core-daily-test
working_dir: nightly_tests
legacy:
test_name: threaded_actors_stress_test
test_suite: nightly_tests
frequency: nightly
team: core
cluster:
cluster_env: stress_tests/stress_tests_app_config.yaml
cluster_compute: stress_tests/smoke_test_compute.yaml
run:
timeout: 3600
script: python stress_tests/test_threaded_actors.py --test-runtime 1800 --kill-interval_s
30
wait_for_nodes:
num_nodes: 5
# - name: threaded_actors_stress_test
# group: core-daily-test
# working_dir: nightly_tests
# legacy:
# test_name: threaded_actors_stress_test
# test_suite: nightly_tests
#
# frequency: nightly
# team: core
# cluster:
# cluster_env: stress_tests/stress_tests_app_config.yaml
# cluster_compute: stress_tests/stress_test_threaded_actor_compute.yaml
#
# run:
# timeout: 7200
# script: python stress_tests/test_threaded_actors.py --test-runtime 3600 --kill-interval_s
# 60
#
# wait_for_nodes:
# num_nodes: 201
# timeout: 600
#
# type: sdk_command
# file_manager: sdk
#
# smoke_test:
# frequency: nightly
# cluster:
# app_config: stress_tests/stress_tests_app_config.yaml
# cluster_compute: stress_tests/smoke_test_compute.yaml
#
# run:
# timeout: 3600
# script: python stress_tests/test_threaded_actors.py --test-runtime 1800 --kill-interval_s
# 30
#
# wait_for_nodes:
# num_nodes: 5
# timeout: 600
- name: dask_on_ray_1tb_sort
group: core-daily-test
working_dir: nightly_tests
legacy:
test_name: dask_on_ray_1tb_sort
test_suite: nightly_tests
frequency: nightly
team: core
cluster:
cluster_env: dask_on_ray/dask_on_ray_app_config.yaml
cluster_compute: dask_on_ray/1tb_sort_compute.yaml
run:
timeout: 7200
script: python dask_on_ray/dask_on_ray_sort.py --nbytes 1_000_000_000_000 --npartitions
1000 --num-nodes 31 --ray --data-dir /tmp/ray --s3-bucket core-nightly-test
wait_for_nodes:
num_nodes: 32
type: sdk_command
file_manager: sdk
- name: many_nodes_actor_test
group: core-daily-test
working_dir: nightly_tests
legacy:
test_name: many_nodes_actor_test
test_suite: nightly_tests
frequency: nightly
team: core
cluster:
cluster_env: many_nodes_tests/app_config.yaml
cluster_compute: many_nodes_tests/compute_config.yaml
run:
timeout: 7200
script: python many_nodes_tests/actor_test.py
wait_for_nodes:
num_nodes: 251
type: sdk_command
file_manager: sdk
- name: pg_autoscaling_regression_test
group: core-daily-test
working_dir: nightly_tests
legacy:
test_name: pg_autoscaling_regression_test
test_suite: nightly_tests
frequency: nightly
team: core
cluster:
cluster_env: placement_group_tests/app_config.yaml
cluster_compute: placement_group_tests/compute.yaml
run:
timeout: 1200
script: python placement_group_tests/pg_run.py
type: sdk_command
file_manager: sdk
- name: placement_group_performance_test
group: core-daily-test
working_dir: nightly_tests
legacy:
test_name: placement_group_performance_test
test_suite: nightly_tests
frequency: nightly
team: core
cluster:
cluster_env: placement_group_tests/app_config.yaml
cluster_compute: placement_group_tests/pg_perf_test_compute.yaml
run:
timeout: 1200
script: python placement_group_tests/placement_group_performance_test.py
wait_for_nodes:
num_nodes: 5
type: sdk_command
file_manager: sdk
#########################
# Core Scalability Tests
#########################
- name: single_node
group: core-scalability-test
working_dir: benchmarks
legacy:
test_name: single_node
test_suite: benchmark_tests
frequency: multi
team: core
cluster:
cluster_env: app_config.yaml
cluster_compute: single_node.yaml
run:
timeout: 12000
prepare: sleep 0
script: python single_node/test_single_node.py
type: sdk_command
file_manager: sdk
- name: object_store
group: core-scalability-test
working_dir: benchmarks
legacy:
test_name: object_store
test_suite: benchmark_tests
frequency: multi
team: core
cluster:
cluster_env: app_config.yaml
cluster_compute: object_store.yaml
run:
timeout: 3600
script: python object_store/test_object_store.py
wait_for_nodes:
num_nodes: 50
type: sdk_command
file_manager: sdk
- name: many_actors
group: core-scalability-test
working_dir: benchmarks
legacy:
test_name: many_actors
test_suite: benchmark_tests
frequency: nightly
team: core
cluster:
cluster_env: app_config.yaml
cluster_compute: distributed.yaml
run:
timeout: 3600
script: python distributed/test_many_actors.py
wait_for_nodes:
num_nodes: 65
type: sdk_command
file_manager: sdk
- name: many_actors_smoke_test
group: core-scalability-test
working_dir: benchmarks
legacy:
test_name: many_actors_smoke_test
test_suite: benchmark_tests
frequency: multi
team: core
cluster:
cluster_env: app_config.yaml
cluster_compute: distributed_smoke_test.yaml
run:
timeout: 3600
script: SMOKE_TEST=1 python distributed/test_many_actors.py
wait_for_nodes:
num_nodes: 2
type: sdk_command
file_manager: sdk
- name: many_tasks
group: core-scalability-test
working_dir: benchmarks
legacy:
test_name: many_tasks
test_suite: benchmark_tests
frequency: nightly
team: core
cluster:
cluster_env: app_config.yaml
cluster_compute: distributed.yaml
run:
timeout: 3600
script: python distributed/test_many_tasks.py --num-tasks=10000
wait_for_nodes:
num_nodes: 65
type: sdk_command
file_manager: sdk
smoke_test:
frequency: multi
cluster:
cluster_env: app_config.yaml
cluster_compute: distributed_smoke_test.yaml
run:
timeout: 3600
script: python distributed/test_many_tasks.py --num-tasks=100
wait_for_nodes:
num_nodes: 2
- name: many_pgs
group: core-scalability-test
working_dir: benchmarks
legacy:
test_name: many_pgs
test_suite: benchmark_tests
frequency: nightly
team: core
cluster:
cluster_env: app_config.yaml
cluster_compute: distributed.yaml
run:
timeout: 3600
script: python distributed/test_many_pgs.py
wait_for_nodes:
num_nodes: 65
type: sdk_command
file_manager: sdk
- name: many_pgs_smoke_test
group: core-scalability-test
working_dir: benchmarks
legacy:
test_name: many_pgs_smoke_test
test_suite: benchmark_tests
frequency: multi
team: core
cluster:
cluster_env: app_config.yaml
cluster_compute: distributed_smoke_test.yaml
run:
timeout: 3600
script: SMOKE_TEST=1 python distributed/test_many_pgs.py
wait_for_nodes:
num_nodes: 2
type: sdk_command
file_manager: sdk
- name: many_nodes
group: core-scalability-test
working_dir: benchmarks
legacy:
test_name: many_nodes
test_suite: benchmark_tests
frequency: nightly
team: core
cluster:
cluster_env: app_config.yaml
cluster_compute: many_nodes.yaml
run:
timeout: 3600
script: python distributed/test_many_tasks.py --num-tasks=1000
wait_for_nodes:
num_nodes: 250
type: sdk_command
file_manager: sdk
- name: scheduling_test_many_0s_tasks_single_node
group: core-scalability-test
working_dir: benchmarks
legacy:
test_name: scheduling_test_many_0s_tasks_single_node
test_suite: benchmark_tests
frequency: nightly
team: core
cluster:
cluster_env: app_config.yaml
cluster_compute: scheduling.yaml
run:
timeout: 3600
script: python distributed/test_scheduling.py --total-num-task=1984000 --num-cpu-per-task=1
--task-duration-s=0 --total-num-actors=1 --num-actors-per-nodes=1
wait_for_nodes:
num_nodes: 32
type: sdk_command
file_manager: sdk
- name: scheduling_test_many_0s_tasks_many_nodes
group: core-scalability-test
working_dir: benchmarks
legacy:
test_name: scheduling_test_many_0s_tasks_many_nodes
test_suite: benchmark_tests
frequency: nightly
team: core
cluster:
cluster_env: app_config.yaml
cluster_compute: scheduling.yaml
run:
timeout: 3600
script: python distributed/test_scheduling.py --total-num-task=1984000 --num-cpu-per-task=1
--task-duration-s=0 --total-num-actors=32 --num-actors-per-nodes=1
wait_for_nodes:
num_nodes: 32
type: sdk_command
file_manager: sdk
# - name: scheduling_test_many_5s_tasks_single_node
# group: core-scalability-test
# working_dir: benchmarks
# legacy:
# test_name: scheduling_test_many_5s_tasks_single_node
# test_suite: benchmark_tests
# frequency: nightly
# team: core
# cluster:
# cluster_env: app_config.yaml
# cluster_compute: scheduling.yaml
# run:
# timeout: 3600
# script: python distributed/test_scheduling.py --total-num-task=1984000 --num-cpu-per-task=1
# --task-duration-s=5 --total-num-actors=1 --num-actors-per-nodes=1
# wait_for_nodes:
# num_nodes: 32
# timeout: 600
# type: sdk_command
# file_manager: sdk
# stable: false
# - name: scheduling_test_many_5s_tasks_many_nodes
# group: core-scalability-test
# working_dir: benchmarks
# legacy:
# test_name: scheduling_test_many_5s_tasks_many_nodes
# test_suite: benchmark_tests
# frequency: nightly
# team: core
# cluster:
# cluster_env: app_config.yaml
# cluster_compute: scheduling.yaml
# run:
# timeout: 3600
# script: python distributed/test_scheduling.py --total-num-task=1984000 --num-cpu-per-task=1
# --task-duration-s=5 --total-num-actors=32 --num-actors-per-nodes=1
# wait_for_nodes:
# num_nodes: 32
# timeout: 600
# type: sdk_command
# file_manager: sdk
# stable: false
###############
# Dataset tests
###############
- name: inference
group: core-dataset-tests
working_dir: nightly_tests/dataset
legacy:
test_name: inference
test_suite: dataset_test
frequency: multi
team: core
cluster:
cluster_env: app_config.yaml
cluster_compute: inference.yaml
run:
timeout: 600
script: python inference.py
wait_for_nodes:
num_nodes: 2
type: sdk_command
file_manager: sdk
- name: shuffle_data_loader
group: core-dataset-tests
working_dir: nightly_tests/dataset
legacy:
test_name: shuffle_data_loader
test_suite: dataset_test
frequency: multi
team: core
cluster:
cluster_env: shuffle_app_config.yaml
cluster_compute: shuffle_compute.yaml
run:
timeout: 1800
script: python dataset_shuffle_data_loader.py
type: sdk_command
file_manager: sdk
- name: parquet_metadata_resolution
group: core-dataset-tests
working_dir: nightly_tests/dataset
legacy:
test_name: parquet_metadata_resolution
test_suite: dataset_test
frequency: multi
team: core
cluster:
cluster_env: pipelined_training_app.yaml
cluster_compute: pipelined_training_compute.yaml
run:
timeout: 1200
script: python parquet_metadata_resolution.py --num-files 915
wait_for_nodes:
num_nodes: 15
type: sdk_command
file_manager: sdk
- name: dataset_random_access
group: core-dataset-tests
working_dir: nightly_tests/dataset
stable: false
frequency: multi
team: core
cluster:
cluster_env: pipelined_training_app.yaml
cluster_compute: pipelined_training_compute.yaml
run:
timeout: 1200
script: python dataset_random_access.py
wait_for_nodes:
num_nodes: 15
type: sdk_command
file_manager: sdk
- name: pipelined_training_50_gb
group: core-dataset-tests
working_dir: nightly_tests/dataset
legacy:
test_name: pipelined_training_50_gb
test_suite: dataset_test
frequency: multi
team: core
cluster:
cluster_env: pipelined_training_app.yaml
cluster_compute: pipelined_training_compute.yaml
run:
timeout: 4800
script: python pipelined_training.py --epochs 1
wait_for_nodes:
num_nodes: 15
type: sdk_command
file_manager: sdk
- name: pipelined_ingestion_1500_gb
group: core-dataset-tests
working_dir: nightly_tests/dataset
legacy:
test_name: pipelined_ingestion_1500_gb
test_suite: dataset_test
frequency: nightly
team: core
cluster:
cluster_env: pipelined_ingestion_app.yaml
cluster_compute: pipelined_ingestion_compute.yaml
run:
timeout: 9600
script: python pipelined_training.py --epochs 2 --num-windows 2 --num-files 915
--debug
wait_for_nodes:
num_nodes: 21
type: sdk_command
file_manager: sdk
- name: datasets_ingest_train_infer
group: core-dataset-tests
working_dir: nightly_tests/dataset
legacy:
test_name: datasets_ingest_train_infer
test_suite: dataset_test
frequency: multi
team: core
cluster:
cluster_env: ray_sgd_training_app.yaml
cluster_compute: ray_sgd_training_compute.yaml
run:
timeout: 14400
script: python ray_sgd_training.py --address auto --use-s3 --num-workers 16 --use-gpu
--large-dataset
wait_for_nodes:
num_nodes: 66
type: sdk_command
file_manager: sdk
smoke_test:
frequency: multi
cluster:
app_config: ray_sgd_training_app.yaml
cluster_compute: ray_sgd_training_smoke_compute.yaml
run:
timeout: 3600
script: python ray_sgd_training.py --address auto --use-s3 --num-workers 8 --use-gpu
wait_for_nodes:
num_nodes: 8
- name: datasets_preprocess_ingest
group: core-dataset-tests
working_dir: nightly_tests/dataset
legacy:
test_name: datasets_preprocess_ingest
test_suite: dataset_test
frequency: nightly
team: core
cluster:
cluster_env: ray_sgd_training_app.yaml
cluster_compute: ray_sgd_training_compute_no_gpu.yaml
run:
timeout: 7200
script: python ray_sgd_training.py --address auto --use-s3 --num-workers 16 --use-gpu
--large-dataset --debug
wait_for_nodes:
num_nodes: 21
type: sdk_command
file_manager: sdk
- name: datasets_ingest_400G
group: core-dataset-tests
working_dir: nightly_tests/dataset
legacy:
test_name: datasets_ingest_400G
test_suite: dataset_test
frequency: multi
team: core
cluster:
cluster_env: ray_sgd_training_app.yaml
cluster_compute: dataset_ingest_400G_compute.yaml
run:
timeout: 7200
script: python ray_sgd_runner.py --address auto --use-gpu --num-epochs 1
type: sdk_command
file_manager: sdk
- name: dataset_shuffle_random_shuffle_1tb
group: core-dataset-tests
working_dir: nightly_tests
legacy:
test_name: dataset_shuffle_random_shuffle_1tb
test_suite: dataset_test
frequency: nightly
team: core
cluster:
cluster_env: shuffle/shuffle_app_config.yaml
cluster_compute: shuffle/datasets_large_scale_compute_small_instances.yaml
run:
timeout: 7200
script: python dataset/sort.py --num-partitions=1000 --partition-size=1e9 --shuffle
wait_for_nodes:
num_nodes: 20
type: sdk_command
file_manager: sdk
- name: dataset_shuffle_sort_1tb
group: core-dataset-tests
working_dir: nightly_tests
legacy:
test_name: dataset_shuffle_sort_1tb
test_suite: dataset_test
frequency: nightly
team: core
cluster:
cluster_env: shuffle/shuffle_app_config.yaml
cluster_compute: shuffle/datasets_large_scale_compute_small_instances.yaml
run:
timeout: 7200
script: python dataset/sort.py --num-partitions=1000 --partition-size=1e9
wait_for_nodes:
num_nodes: 20
type: sdk_command
file_manager: sdk
- name: dataset_shuffle_push_based_random_shuffle_1tb
group: core-dataset-tests
working_dir: nightly_tests
legacy:
test_name: dataset_shuffle_push_based_random_shuffle_1tb
test_suite: dataset_test
stable: false
frequency: nightly
team: core
cluster:
cluster_env: shuffle/shuffle_app_config.yaml
cluster_compute: shuffle/datasets_large_scale_compute_small_instances.yaml
run:
timeout: 7200
script: RAY_DATASET_PUSH_BASED_SHUFFLE=1 python dataset/sort.py --num-partitions=1000 --partition-size=1e9 --shuffle
wait_for_nodes:
num_nodes: 20
type: sdk_command
file_manager: sdk
- name: dataset_shuffle_push_based_sort_1tb
group: core-dataset-tests
working_dir: nightly_tests
legacy:
test_name: dataset_shuffle_push_based_sort_1tb
test_suite: dataset_test
frequency: nightly
team: core
cluster:
cluster_env: shuffle/shuffle_app_config.yaml
cluster_compute: shuffle/datasets_large_scale_compute_small_instances.yaml
run:
timeout: 7200
script: RAY_DATASET_PUSH_BASED_SHUFFLE=1 python dataset/sort.py --num-partitions=1000 --partition-size=1e9
wait_for_nodes:
num_nodes: 20
type: sdk_command
file_manager: sdk
##################
# Core Chaos tests
##################
- name: chaos_many_tasks_no_object_store
group: core-dataset-tests
working_dir: nightly_tests
legacy:
test_name: chaos_many_tasks_no_object_store
test_suite: chaos_test
frequency: multi
team: core
cluster:
cluster_env: chaos_test/app_config.yaml
cluster_compute: chaos_test/compute_template.yaml
run:
timeout: 3600
wait_for_nodes:
num_nodes: 10
prepare: python setup_chaos.py --no-start
script: python chaos_test/test_chaos_basic.py --workload=tasks
type: sdk_command
file_manager: sdk
- name: chaos_many_actors
group: core-dataset-tests
working_dir: nightly_tests
legacy:
test_name: chaos_many_actors
test_suite: chaos_test
frequency: multi
team: core
cluster:
cluster_env: chaos_test/app_config.yaml
cluster_compute: chaos_test/compute_template.yaml
run:
timeout: 3600
wait_for_nodes:
num_nodes: 10
prepare: python setup_chaos.py --no-start
script: python chaos_test/test_chaos_basic.py --workload=actors
type: sdk_command
file_manager: sdk
- name: chaos_dask_on_ray_large_scale_test_no_spilling
group: core-dataset-tests
working_dir: nightly_tests
legacy:
test_name: chaos_dask_on_ray_large_scale_test_no_spilling
test_suite: chaos_test
frequency: nightly
team: core
cluster:
cluster_env: chaos_test/dask_on_ray_app_config_reconstruction.yaml
cluster_compute: dask_on_ray/chaos_dask_on_ray_stress_compute.yaml
run:
timeout: 7200
wait_for_nodes:
num_nodes: 21
prepare: python setup_chaos.py --node-kill-interval 100
script: python dask_on_ray/large_scale_test.py --num_workers 20 --worker_obj_store_size_in_gb
20 --error_rate 0 --data_save_path /tmp/ray
type: sdk_command
file_manager: sdk
- name: chaos_dask_on_ray_large_scale_test_spilling
group: core-dataset-tests
working_dir: nightly_tests
legacy:
test_name: chaos_dask_on_ray_large_scale_test_spilling
test_suite: chaos_test
frequency: nightly
team: core
cluster:
cluster_env: chaos_test/dask_on_ray_app_config_reconstruction.yaml
cluster_compute: dask_on_ray/dask_on_ray_stress_compute.yaml
run:
timeout: 7200
wait_for_nodes:
num_nodes: 21
prepare: python setup_chaos.py --node-kill-interval 100
script: python dask_on_ray/large_scale_test.py --num_workers 150 --worker_obj_store_size_in_gb
70 --error_rate 0 --data_save_path /tmp/ray
type: sdk_command
file_manager: sdk
- name: chaos_pipelined_ingestion_1500_gb_15_windows
group: core-dataset-tests
working_dir: nightly_tests
legacy:
test_name: chaos_pipelined_ingestion_1500_gb_15_windows
test_suite: chaos_test
frequency: nightly
team: core
cluster:
cluster_env: dataset/pipelined_ingestion_app.yaml
cluster_compute: dataset/pipelined_ingestion_compute.yaml
run:
timeout: 7200
wait_for_nodes:
num_nodes: 21
prepare: ' python setup_chaos.py --node-kill-interval 300'
script: python dataset/pipelined_training.py --epochs 1 --num-windows 15 --num-files
915 --debug
type: sdk_command
file_manager: sdk
- name: chaos_dataset_shuffle_push_based_sort_1tb
group: core-dataset-tests
working_dir: nightly_tests
legacy:
test_name: chaos_dataset_shuffle_push_based_sort_1tb
test_suite: chaos_test
stable: false
frequency: nightly
team: core
cluster:
cluster_env: shuffle/shuffle_app_config.yaml
cluster_compute: shuffle/datasets_large_scale_compute_small_instances.yaml
run:
timeout: 7200
prepare: ' python setup_chaos.py --node-kill-interval 1200 --max-nodes-to-kill 3'
script: RAY_DATASET_PUSH_BASED_SHUFFLE=1 python dataset/sort.py --num-partitions=1000 --partition-size=1e9
wait_for_nodes:
num_nodes: 20
type: sdk_command
file_manager: sdk
- name: chaos_dataset_shuffle_sort_1tb
group: core-dataset-tests
working_dir: nightly_tests
legacy:
test_name: chaos_dataset_shuffle_sort_1tb
test_suite: chaos_test
stable: false
frequency: nightly
team: core
cluster:
cluster_env: shuffle/shuffle_app_config.yaml
cluster_compute: shuffle/datasets_large_scale_compute_small_instances.yaml
run:
timeout: 7200
prepare: ' python setup_chaos.py --node-kill-interval 900 --max-nodes-to-kill 3'
script: python dataset/sort.py --num-partitions=1000 --partition-size=1e9
wait_for_nodes:
num_nodes: 20
type: sdk_command
file_manager: sdk