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pipeline.build.yml
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pipeline.build.yml
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- label: ":book: Lint"
commands:
- export LINT=1
- ./ci/env/install-dependencies.sh
- ./ci/ci.sh lint
- label: ":ferris_wheel: Wheels and Jars"
conditions:
[
"RAY_CI_LINUX_WHEELS_AFFECTED",
"RAY_CI_JAVA_AFFECTED",
]
instance_size: medium
commands:
# Build the wheels and jars
- UPLOAD_WHEELS_AS_ARTIFACTS=1 LINUX_WHEELS=1 LINUX_JARS=1 ./ci/ci.sh build
- bash ./java/build-jar-multiplatform.sh linux
# Upload the wheels and jars
# We don't want to push on PRs, in fact, the copy_files will fail because unauthenticated.
- if [ "$BUILDKITE_PULL_REQUEST" != "false" ]; then exit 0; fi
- pip install -q docker aws_requests_auth boto3
- ./ci/env/env_info.sh
# Upload to branch directory.
- python .buildkite/copy_files.py --destination branch_wheels --path ./.whl
- python .buildkite/copy_files.py --destination branch_jars --path ./.jar/linux
# Upload to latest directory.
- if [ "$BUILDKITE_BRANCH" == "master" ]; then python .buildkite/copy_files.py --destination wheels --path ./.whl; fi
- if [ "$BUILDKITE_BRANCH" == "master" ]; then python .buildkite/copy_files.py --destination jars --path ./.jar/linux; fi
- label: ":ferris_wheel: Post-wheel tests"
conditions: ["RAY_CI_LINUX_WHEELS_AFFECTED"]
instance_size: medium
commands:
- LINUX_WHEELS=1 ./ci/ci.sh build
- cleanup() { if [ "${BUILDKITE_PULL_REQUEST}" = "false" ]; then ./ci/build/upload_build_info.sh; fi }; trap cleanup EXIT
- ./ci/env/env_info.sh
- bazel test --config=ci $(./ci/run/bazel_export_options)
--test_tag_filters=post_wheel_build
--test_env=CONDA_EXE
--test_env=CONDA_PYTHON_EXE
--test_env=CONDA_SHLVL
--test_env=CONDA_PREFIX
--test_env=CONDA_DEFAULT_ENV
--test_env=CI
--test_env=RAY_CI_POST_WHEEL_TESTS=True
python/ray/tests/... python/ray/serve/... python/ray/tune/... rllib/... doc/...
- label: ":ferris_wheel: Debug Wheels"
conditions:
[
"RAY_CI_LINUX_WHEELS_AFFECTED",
"RAY_CI_JAVA_AFFECTED",
]
instance_size: medium
commands:
# Build the debug wheels
- RAY_DEBUG_BUILD=debug LINUX_WHEELS=1 ./ci/ci.sh build
# Upload the wheels.
# We don't want to push on PRs, in fact, the copy_files will fail because unauthenticated.
- if [ "$BUILDKITE_PULL_REQUEST" != "false" ]; then exit 0; fi
- pip install -q docker aws_requests_auth boto3
- ./ci/env/env_info.sh
# Upload to branch directory.
- python .buildkite/copy_files.py --destination branch_wheels --path ./.whl
# Upload to latest directory.
- if [ "$BUILDKITE_BRANCH" == "master" ]; then python .buildkite/copy_files.py --destination wheels --path ./.whl; fi
# Not working now.
# - label: ":ferris_wheel: ASAN Wheels"
# conditions:
# [
# "RAY_CI_LINUX_WHEELS_AFFECTED",
# "RAY_CI_JAVA_AFFECTED",
# ]
# commands:
# # Build the asan wheels
# - RAY_DEBUG_BUILD=asan LINUX_WHEELS=1 ./ci/ci.sh build
# # Upload the wheels.
# # We don't want to push on PRs, in fact, the copy_files will fail because unauthenticated.
# - if [ "$BUILDKITE_PULL_REQUEST" != "false" ]; then exit 0; fi
# - pip install -q docker aws_requests_auth boto3
# # Upload to branch directory.
# - python .buildkite/copy_files.py --destination branch_wheels --path ./.whl
# # Upload to latest directory.
# - if [ "$BUILDKITE_BRANCH" == "master" ]; then python .buildkite/copy_files.py --destination wheels --path ./.whl; fi
- label: ":docker: Build Images: py37 (1/2)"
conditions: ["RAY_CI_PYTHON_DEPENDENCIES_AFFECTED", "RAY_CI_DOCKER_AFFECTED", "RAY_CI_CORE_CPP_AFFECTED"]
instance_size: medium
commands:
- LINUX_WHEELS=1 ./ci/ci.sh build
- pip install -q docker aws_requests_auth boto3
- ./ci/env/env_info.sh
- if [ "${BUILDKITE_PULL_REQUEST}" = "false" ]; then python .buildkite/copy_files.py --destination docker_login; fi
- python ./ci/build/build-docker-images.py --py-versions py37 -T cpu -T cu101 -T cu102 -T cu110 --build-type BUILDKITE --build-base
- label: ":docker: Build Images: py37 (2/2)"
conditions: ["RAY_CI_PYTHON_DEPENDENCIES_AFFECTED", "RAY_CI_DOCKER_AFFECTED", "RAY_CI_CORE_CPP_AFFECTED"]
instance_size: medium
commands:
- LINUX_WHEELS=1 ./ci/ci.sh build
- pip install -q docker aws_requests_auth boto3
- ./ci/env/env_info.sh
- if [ "${BUILDKITE_PULL_REQUEST}" = "false" ]; then python .buildkite/copy_files.py --destination docker_login; fi
- python ./ci/build/build-docker-images.py --py-versions py37 -T cu111 -T cu112 -T cu113 -T cu116 -T cu118 --build-type BUILDKITE --build-base
- label: ":docker: Build Images: py38 (1/2)"
conditions: ["RAY_CI_PYTHON_DEPENDENCIES_AFFECTED", "RAY_CI_DOCKER_AFFECTED", "RAY_CI_CORE_CPP_AFFECTED"]
instance_size: medium
commands:
- LINUX_WHEELS=1 ./ci/ci.sh build
- pip install -q docker aws_requests_auth boto3
- ./ci/env/env_info.sh
- if [ "${BUILDKITE_PULL_REQUEST}" = "false" ]; then python .buildkite/copy_files.py --destination docker_login; fi
- python ./ci/build/build-docker-images.py --py-versions py38 -T cpu -T cu101 -T cu102 -T cu110 --build-type BUILDKITE --build-base
- label: ":docker: Build Images: py38 (2/2)"
conditions: ["RAY_CI_PYTHON_DEPENDENCIES_AFFECTED", "RAY_CI_DOCKER_AFFECTED", "RAY_CI_CORE_CPP_AFFECTED"]
instance_size: medium
commands:
- LINUX_WHEELS=1 ./ci/ci.sh build
- pip install -q docker aws_requests_auth boto3
- ./ci/env/env_info.sh
- if [ "${BUILDKITE_PULL_REQUEST}" = "false" ]; then python .buildkite/copy_files.py --destination docker_login; fi
- python ./ci/build/build-docker-images.py --py-versions py38 -T cu111 -T cu112 -T cu113 -T cu116 -T cu118 --build-type BUILDKITE --build-base
- label: ":docker: Build Images: py39 (1/2)"
conditions: ["RAY_CI_PYTHON_DEPENDENCIES_AFFECTED", "RAY_CI_DOCKER_AFFECTED", "RAY_CI_CORE_CPP_AFFECTED"]
instance_size: medium
commands:
- LINUX_WHEELS=1 ./ci/ci.sh build
- pip install -q docker aws_requests_auth boto3
- ./ci/env/env_info.sh
- if [ "${BUILDKITE_PULL_REQUEST}" = "false" ]; then python .buildkite/copy_files.py --destination docker_login; fi
- python ./ci/build/build-docker-images.py --py-versions py39 -T cpu -T cu101 -T cu102 -T cu110 --build-type BUILDKITE --build-base
- label: ":docker: Build Images: py39 (2/2)"
conditions: ["RAY_CI_PYTHON_DEPENDENCIES_AFFECTED", "RAY_CI_DOCKER_AFFECTED", "RAY_CI_CORE_CPP_AFFECTED"]
instance_size: medium
commands:
- LINUX_WHEELS=1 ./ci/ci.sh build
- pip install -q docker aws_requests_auth boto3
- ./ci/env/env_info.sh
- if [ "${BUILDKITE_PULL_REQUEST}" = "false" ]; then python .buildkite/copy_files.py --destination docker_login; fi
- python ./ci/build/build-docker-images.py --py-versions py39 -T cu111 -T cu112 -T cu113 -T cu116 -T cu118 --build-type BUILDKITE --build-base
- label: ":docker: Build Images: py310 (1/2)"
conditions: ["RAY_CI_PYTHON_DEPENDENCIES_AFFECTED", "RAY_CI_DOCKER_AFFECTED", "RAY_CI_CORE_CPP_AFFECTED"]
instance_size: medium
commands:
- LINUX_WHEELS=1 ./ci/ci.sh build
- pip install -q docker aws_requests_auth boto3
- ./ci/env/env_info.sh
- if [ "${BUILDKITE_PULL_REQUEST}" = "false" ]; then python .buildkite/copy_files.py --destination docker_login; fi
- python ./ci/build/build-docker-images.py --py-versions py310 -T cpu -T cu101 -T cu102 -T cu110 --build-type BUILDKITE --build-base
- label: ":docker: Build Images: py310 (2/2)"
conditions: ["RAY_CI_PYTHON_DEPENDENCIES_AFFECTED", "RAY_CI_DOCKER_AFFECTED", "RAY_CI_CORE_CPP_AFFECTED"]
instance_size: medium
commands:
- LINUX_WHEELS=1 ./ci/ci.sh build
- pip install -q docker aws_requests_auth boto3
- if [ "${BUILDKITE_PULL_REQUEST}" = "false" ]; then python .buildkite/copy_files.py --destination docker_login; fi
- python ./ci/build/build-docker-images.py --py-versions py310 -T cu111 -T cu112 -T cu113 -T cu116 -T cu118 --build-type BUILDKITE --build-base
- label: ":java: Java"
conditions: ["RAY_CI_JAVA_AFFECTED"]
instance_size: medium
commands:
- ./java/test.sh
- label: ":cpp: Ray CPP Worker"
conditions: [ "RAY_CI_CPP_AFFECTED" ]
instance_size: small
commands:
- cleanup() { if [ "${BUILDKITE_PULL_REQUEST}" = "false" ]; then ./ci/build/upload_build_info.sh; fi }; trap cleanup EXIT
- ./ci/ci.sh test_cpp
- label: ":cpp: Tests"
conditions: [ "RAY_CI_CORE_CPP_AFFECTED" ]
instance_size: small
commands:
- cleanup() { if [ "${BUILDKITE_PULL_REQUEST}" = "false" ]; then ./ci/build/upload_build_info.sh; fi }; trap cleanup EXIT
- bazel test --config=ci --config=llvm $(./ci/run/bazel_export_options)
--build_tests_only
-- //:all -rllib/... -core_worker_test
- label: ":cpp: Tests (ASAN)"
conditions: [ "RAY_CI_CORE_CPP_AFFECTED" ]
instance_size: small
commands:
- cleanup() { if [ "${BUILDKITE_PULL_REQUEST}" = "false" ]; then ./ci/build/upload_build_info.sh; fi }; trap cleanup EXIT
- bazel test --config=ci --config=asan-clang $(./ci/run/bazel_export_options)
--build_tests_only
--jobs=2
-- //:all -//:core_worker_test
- label: ":cpp: Tests (UBSAN)"
conditions: [ "RAY_CI_CORE_CPP_AFFECTED" ]
instance_size: medium
commands:
- cleanup() { if [ "${BUILDKITE_PULL_REQUEST}" = "false" ]; then ./ci/build/upload_build_info.sh; fi }; trap cleanup EXIT
# Unset CC CXX vars set in Dockerfile. Clang currently runs into problems with ubsan builds, this will revert to
# using GCC instead.
- unset CC CXX && bazel test --config=ci --config=ubsan $(./ci/run/bazel_export_options)
--build_tests_only
--jobs=2
-- //:all -//:core_worker_test -//:logging_test -//:ray_syncer_test
- label: ":cpp: Tests (TSAN)"
conditions: [ "RAY_CI_CORE_CPP_AFFECTED" ]
instance_size: medium
commands:
- cleanup() { if [ "${BUILDKITE_PULL_REQUEST}" = "false" ]; then ./ci/build/upload_build_info.sh; fi }; trap cleanup EXIT
- bazel test --config=ci --config=tsan-clang $(./ci/run/bazel_export_options)
--build_tests_only
--jobs=2
-- //:all -//:core_worker_test -//:event_test -//:gcs_actor_manager_test
-//:gcs_placement_group_manager_test -//:gcs_placement_group_scheduler_test
-//:gcs_server_rpc_test -//:gcs_client_test -//:metric_exporter_client_test
-//:stats_test -//:worker_pool_test -//:ray_syncer_test
- label: ":serverless: Dashboard Tests"
conditions:
[
"RAY_CI_DASHBOARD_AFFECTED",
"RAY_CI_PYTHON_AFFECTED",
]
instance_size: medium
commands:
- cleanup() { if [ "${BUILDKITE_PULL_REQUEST}" = "false" ]; then ./ci/build/upload_build_info.sh; fi }; trap cleanup EXIT
- ./ci/env/env_info.sh
- ./dashboard/tests/run_ui_tests.sh
- bazel test --config=ci $(./ci/run/bazel_export_options) python/ray/dashboard/...
- label: ":serverless: Serve Release Tests"
conditions:
[
"RAY_CI_SERVE_AFFECTED",
"RAY_CI_PYTHON_AFFECTED",
]
instance_size: medium
commands:
- cleanup() { if [ "${BUILDKITE_PULL_REQUEST}" = "false" ]; then ./ci/build/upload_build_info.sh; fi }; trap cleanup EXIT
- TORCH_VERSION=1.6 ./ci/env/install-dependencies.sh
- 'git clone https://github.com/wg/wrk.git /tmp/wrk && pushd /tmp/wrk && make -j && sudo cp wrk /usr/local/bin && popd'
- ./ci/env/env_info.sh
- bazel test --config=ci $(./ci/run/bazel_export_options)
--test_tag_filters=team:serve
release/...
- label: ":serverless: Serve Tests"
parallelism: 3
conditions:
[
"RAY_CI_SERVE_AFFECTED",
"RAY_CI_PYTHON_AFFECTED",
"RAY_CI_ML_AFFECTED",
]
instance_size: large
commands:
- cleanup() { if [ "${BUILDKITE_PULL_REQUEST}" = "false" ]; then ./ci/build/upload_build_info.sh; fi }; trap cleanup EXIT
- TORCH_VERSION=1.6 ./ci/env/install-dependencies.sh
- 'git clone https://github.com/wg/wrk.git /tmp/wrk && pushd /tmp/wrk && make -j && sudo cp wrk /usr/local/bin && popd'
- ./ci/env/env_info.sh
- >-
set -x;
python ./ci/run/bazel_sharding/bazel_sharding.py
--exclude_manual
--index "\${BUILDKITE_PARALLEL_JOB}" --count "\${BUILDKITE_PARALLEL_JOB_COUNT}"
--tag_filters=-post_wheel_build,-py37,-gpu
python/ray/serve/...
> test_shard.txt
- cat test_shard.txt
- bazel test --config=ci $(./ci/run/bazel_export_options)
--test_tag_filters=-post_wheel_build,-py37,-gpu
$(cat test_shard.txt)
- label: ":serverless: Serve Tests (Python 3.7)"
conditions:
[
"RAY_CI_SERVE_AFFECTED",
"RAY_CI_PYTHON_AFFECTED",
]
instance_size: medium
commands:
- cleanup() { if [ "${BUILDKITE_PULL_REQUEST}" = "false" ]; then ./ci/build/upload_build_info.sh; fi }; trap cleanup EXIT
- echo "--- Setting up Python 3.7 environment."
- TORCH_VERSION=1.6 ./ci/env/install-dependencies.sh
# Specifying above somehow messes up the Ray install.
# Uninstall and re-install Ray so that we can use Ray Client.
# (Remove thirdparty_files to sidestep an issue with psutil.)
- pip uninstall -y ray && rm -rf /ray/python/ray/thirdparty_files
- ./ci/ci.sh build
- bazel test --config=ci $(./ci/run/bazel_export_options)
--test_tag_filters=team:serve
python/ray/serve/test_gradio
python/ray/serve/test_gradio_visualization
- label: ":python: Minimal install 3.7"
conditions: ["RAY_CI_PYTHON_AFFECTED"]
instance_size: medium
commands:
- cleanup() { if [ "${BUILDKITE_PULL_REQUEST}" = "false" ]; then ./ci/build/upload_build_info.sh; fi }; trap cleanup EXIT
- ./ci/ci.sh test_minimal 3.7
- ./ci/ci.sh test_latest_core_dependencies 3.7
- label: ":python: Minimal install 3.8"
conditions: ["RAY_CI_PYTHON_AFFECTED"]
instance_size: medium
commands:
- cleanup() { if [ "${BUILDKITE_PULL_REQUEST}" = "false" ]; then ./ci/build/upload_build_info.sh; fi }; trap cleanup EXIT
- ./ci/ci.sh test_minimal 3.8
- ./ci/ci.sh test_latest_core_dependencies 3.8
- label: ":python: Minimal install 3.9"
conditions: ["RAY_CI_PYTHON_AFFECTED"]
instance_size: medium
commands:
- cleanup() { if [ "${BUILDKITE_PULL_REQUEST}" = "false" ]; then ./ci/build/upload_build_info.sh; fi }; trap cleanup EXIT
- ./ci/ci.sh test_minimal 3.9
- ./ci/ci.sh test_latest_core_dependencies 3.9
- label: ":python: Minimal install 3.10"
conditions: ["RAY_CI_PYTHON_AFFECTED"]
instance_size: medium
commands:
- cleanup() { if [ "${BUILDKITE_PULL_REQUEST}" = "false" ]; then ./ci/build/upload_build_info.sh; fi }; trap cleanup EXIT
- ./ci/ci.sh test_minimal 3.10
- ./ci/ci.sh test_latest_core_dependencies 3.10
- label: ":python: Minimal install 3.11"
conditions: ["RAY_CI_PYTHON_AFFECTED"]
instance_size: medium
commands:
- cleanup() { if [ "${BUILDKITE_PULL_REQUEST}" = "false" ]; then ./ci/build/upload_build_info.sh; fi }; trap cleanup EXIT
- ./ci/ci.sh test_minimal 3.11
- ./ci/ci.sh test_latest_core_dependencies 3.11
- label: ":python: Default install"
conditions: ["RAY_CI_PYTHON_AFFECTED"]
instance_size: small
commands:
- cleanup() { if [ "${BUILDKITE_PULL_REQUEST}" = "false" ]; then ./ci/build/upload_build_info.sh; fi }; trap cleanup EXIT
- ./ci/env/install-default.sh
- ./ci/env/env_info.sh
- bazel test --test_output=streamed --config=ci --test_env=RAY_DEFAULT=1 $(./ci/run/bazel_export_options)
python/ray/dashboard/test_dashboard
- label: ":python: Ray Serve default install"
conditions: ["RAY_CI_PYTHON_AFFECTED"]
instance_size: small
commands:
- cleanup() { if [ "${BUILDKITE_PULL_REQUEST}" = "false" ]; then ./ci/build/upload_build_info.sh; fi }; trap cleanup EXIT
- ./ci/env/install-serve.sh
- ./ci/env/env_info.sh
- bazel test --test_output=streamed --config=ci --test_env=RAY_DEFAULT=1 $(./ci/run/bazel_export_options)
python/ray/serve/test_deployment_graph
- bazel test --test_output=streamed --config=ci --test_env=RAY_DEFAULT=1 $(./ci/run/bazel_export_options)
python/ray/serve/test_api
- label: ":python: (Small & Client)"
conditions: ["RAY_CI_PYTHON_AFFECTED"]
instance_size: medium
commands:
- cleanup() { if [ "${BUILDKITE_PULL_REQUEST}" = "false" ]; then ./ci/build/upload_build_info.sh; fi }; trap cleanup EXIT
- DL=1 ./ci/env/install-dependencies.sh
- bash ./ci/ci.sh prepare_docker
- ./ci/env/env_info.sh
- bazel test --config=ci $(./ci/run/bazel_export_options)
--test_tag_filters=client_tests,small_size_python_tests
-- python/ray/tests/...
- bazel test --config=ci $(./ci/run/bazel_export_options)
--test_tag_filters=ray_ha
--test_env=DOCKER_HOST=tcp:https://docker:2376
--test_env=DOCKER_TLS_VERIFY=1
--test_env=DOCKER_CERT_PATH=/certs/client
--test_env=DOCKER_TLS_CERTDIR=/certs
-- python/ray/tests/...
- label: ":python: (Large)"
conditions: ["RAY_CI_PYTHON_AFFECTED"]
instance_size: large
parallelism: 3
commands:
- cleanup() { if [ "${BUILDKITE_PULL_REQUEST}" = "false" ]; then ./ci/build/upload_build_info.sh; fi }; trap cleanup EXIT
- DL=1 ./ci/env/install-dependencies.sh
- ./ci/env/env_info.sh
- ./ci/ci.sh test_large
- label: ":python: (Medium A-J)"
conditions: ["RAY_CI_PYTHON_AFFECTED"]
instance_size: medium
commands:
- cleanup() { if [ "${BUILDKITE_PULL_REQUEST}" = "false" ]; then ./ci/build/upload_build_info.sh; fi }; trap cleanup EXIT
- ./ci/env/env_info.sh
- bazel test --config=ci $(./ci/run/bazel_export_options)
--test_tag_filters=-kubernetes,medium_size_python_tests_a_to_j
python/ray/tests/...
- label: ":python: (Medium K-Z)"
conditions: ["RAY_CI_PYTHON_AFFECTED"]
instance_size: medium
commands:
- cleanup() { if [ "${BUILDKITE_PULL_REQUEST}" = "false" ]; then ./ci/build/upload_build_info.sh; fi }; trap cleanup EXIT
- DL=1 ./ci/env/install-dependencies.sh
- bazel test --config=ci $(./ci/run/bazel_export_options)
--test_tag_filters=-kubernetes,medium_size_python_tests_k_to_z
python/ray/tests/...
- label: ":redis: (External Redis) (Small & Client)"
conditions: ["RAY_CI_PYTHON_AFFECTED"]
instance_size: medium
commands:
- cleanup() { if [ "${BUILDKITE_PULL_REQUEST}" = "false" ]; then ./ci/build/upload_build_info.sh; fi }; trap cleanup EXIT
- DL=1 ./ci/env/install-dependencies.sh
- ./ci/env/env_info.sh
- bazel test --config=ci $(./scripts/bazel_export_options)
--test_tag_filters=client_tests,small_size_python_tests
--test_env=TEST_EXTERNAL_REDIS=1
-- python/ray/tests/...
- label: ":redis: (External Redis) (Large)"
conditions: ["RAY_CI_PYTHON_AFFECTED"]
instance_size: large
parallelism: 3
commands:
- cleanup() { if [ "${BUILDKITE_PULL_REQUEST}" = "false" ]; then ./ci/build/upload_build_info.sh; fi }; trap cleanup EXIT
- DL=1 ./ci/env/install-dependencies.sh
- ./ci/env/env_info.sh
- ./ci/ci.sh test_large --test_env=TEST_EXTERNAL_REDIS=1
- label: ":redis: (External Redis) (Medium A-J)"
conditions: ["RAY_CI_PYTHON_AFFECTED"]
instance_size: medium
commands:
- cleanup() { if [ "${BUILDKITE_PULL_REQUEST}" = "false" ]; then ./ci/build/upload_build_info.sh; fi }; trap cleanup EXIT
- ./ci/env/env_info.sh
- bazel test --config=ci $(./scripts/bazel_export_options)
--test_tag_filters=-kubernetes,medium_size_python_tests_a_to_j
--test_env=TEST_EXTERNAL_REDIS=1
-- //python/ray/tests/...
- label: ":redis: (External Redis) (Medium K-Z)"
conditions: ["RAY_CI_PYTHON_AFFECTED"]
instance_size: medium
commands:
- cleanup() { if [ "${BUILDKITE_PULL_REQUEST}" = "false" ]; then ./ci/build/upload_build_info.sh; fi }; trap cleanup EXIT
- DL=1 ./ci/env/install-dependencies.sh
- ./ci/env/env_info.sh
- bazel test --config=ci $(./scripts/bazel_export_options)
--test_tag_filters=-kubernetes,medium_size_python_tests_k_to_z
--test_env=TEST_EXTERNAL_REDIS=1
-- //python/ray/tests/...
- label: ":python: Debug Test"
conditions: ["RAY_CI_PYTHON_AFFECTED"]
instance_size: medium
commands:
- cleanup() { if [ "${BUILDKITE_PULL_REQUEST}" = "false" ]; then ./ci/build/upload_build_info.sh; fi }; trap cleanup EXIT
- pip uninstall -y ray
- RAY_DEBUG_BUILD=debug ./ci/ci.sh build
- ./ci/env/env_info.sh
- bazel test --config=ci-debug $(./ci/run/bazel_export_options)
--test_tag_filters=-kubernetes,debug_tests
python/ray/tests/...
- label: ":python: (ASAN tests)"
conditions: ["RAY_CI_PYTHON_AFFECTED"]
instance_size: medium
commands:
- cleanup() { if [ "${BUILDKITE_PULL_REQUEST}" = "false" ]; then ./ci/build/upload_build_info.sh; fi }; trap cleanup EXIT
- RLLIB_TESTING=1 ./ci/env/install-dependencies.sh
- pip install "grpcio >= 1.28.1, <= 1.43.0"
- ./ci/env/env_info.sh
- bazel test --config=ci --config=asan $(./ci/run/bazel_export_options)
--config=asan-buildkite
--test_tag_filters=-kubernetes,asan_tests
--test_env=CONDA_EXE
--test_env=CONDA_PYTHON_EXE
--test_env=CONDA_SHLVL
--test_env=CONDA_PREFIX
--test_env=CONDA_DEFAULT_ENV
python/ray/tests/...
- label: ":python: Ray on Spark Test"
conditions: ["RAY_CI_PYTHON_AFFECTED"]
instance_size: medium
commands:
- cleanup() { if [ "${BUILDKITE_PULL_REQUEST}" = "false" ]; then ./ci/build/upload_build_info.sh; fi }; trap cleanup EXIT
- pip uninstall -y ray
- RAY_DEBUG_BUILD=debug ./ci/ci.sh build
- ./ci/env/env_info.sh
- bazel test --config=ci-debug $(./ci/run/bazel_export_options)
--test_env=RAY_ON_SPARK_BACKGROUND_JOB_STARTUP_WAIT=1
--test_env=RAY_ON_SPARK_RAY_WORKER_NODE_STARTUP_INTERVAL=5
--test_tag_filters=-kubernetes,spark_plugin_tests
python/ray/tests/...
# https://github.com/ray-project/ray/issues/22460
#- label: ":python: (Privileged test)"
#conditions: ["RAY_CI_PYTHON_AFFECTED"]
#commands:
#- LINUX_WHEELS=1 ./ci/ci.sh build
#- pip install docker
#We build image ray-worker-container:nightly-py36-cpu which have installed podman,but not push it.
#And we save this image to a tarball, so that we can load it to podman image storage in the
#nested-container which run tests. And in this nested-container, Raylet will start ray worker
#process in double-nested-container.
#- python ./ci/build/build-docker-images.py --py-versions py36 --device-types cpu --build-type BUILDKITE --only-build-worker-container
#- mkdir /ray-mount/containers
#- docker save -o /ray-mount/containers/images.tar rayproject/ray-worker-container:nightly-py36-cpu
#- docker run --rm --privileged -v /ray/containers:/var/lib/containers -v /ray:/ray --entrypoint /bin/bash
#rayproject/ray-worker-container:nightly-py36-cpu /ray/ci/build/test-worker-in-container.sh
- label: ":kubernetes: operator"
conditions: ["RAY_CI_LINUX_WHEELS_AFFECTED"]
instance_size: medium
commands:
- |
cleanup() {
if [ "${BUILDKITE_PULL_REQUEST}" = "false" ]; then ./ci/build/upload_build_info.sh; fi
python python/ray/tests/kuberay/setup/teardown_kuberay.py || true
kind delete cluster
}
trap cleanup EXIT
- echo "--- Setting up Python 3.7 environment."
- ./ci/env/install-dependencies.sh
# Specifying above somehow messes up the Ray install.
# Uninstall and re-install Ray so that we can use Ray Client.
# (Remove thirdparty_files to sidestep an issue with psutil.)
- pip uninstall -y ray && rm -rf /ray/python/ray/thirdparty_files
- pip install -e /ray/python
- echo "--- Setting up local kind cluster."
- ./ci/k8s/prep-k8s-environment.sh
- echo "--- Building py37-cpu Ray image for the test."
- LINUX_WHEELS=1 ./ci/ci.sh build
- pip install -q docker
- python ci/build/build-docker-images.py --py-versions py37 --device-types cpu --build-type LOCAL --build-base
# Tag the image built in the last step. We want to be sure to distinguish the image from the real Ray nightly.
- docker tag rayproject/ray:nightly-py37-cpu ray-ci:kuberay-test
# Load the image into the kind node.
- kind load docker-image ray-ci:kuberay-test
- echo "--- Setting up KubeRay operator."
- python python/ray/tests/kuberay/setup/setup_kuberay.py
- ./ci/env/env_info.sh
- echo "--- Running the test."
- bazel test --config=ci $(./ci/run/bazel_export_options)
--test_tag_filters=kuberay_operator
--test_env=RAY_IMAGE=docker.io/library/ray-ci:kuberay-test
--test_env=PULL_POLICY=IfNotPresent
--test_env=KUBECONFIG=/root/.kube/config
python/ray/tests/...
- label: ":book: Documentation"
commands:
- export LINT=1
- echo "--- Setting up Python 3.7 environment."
- ./ci/env/install-dependencies.sh
# Specifying above somehow messes up the Ray install.
# Uninstall and re-install Ray so that we can use Ray Client
# (remove thirdparty_files to sidestep an issue with psutil).
- pip uninstall -y ray && rm -rf /ray/python/ray/thirdparty_files
- pushd /ray && git clean -f -f -x -d -e .whl -e python/ray/dashboard/client && popd
- bazel clean --expunge
- export WANDB_MODE=offline
# Horovod needs to be installed separately (needed for API ref imports)
- ./ci/env/install-horovod.sh
# See https://stackoverflow.com/questions/63383400/error-cannot-uninstall-ruamel-yaml-while-creating-docker-image-for-azure-ml-a
- pip install mosaicml==0.12.1 --ignore-installed
- ./ci/ci.sh build
- label: ":octopus: Tune multinode tests"
conditions: ["NO_WHEELS_REQUIRED", "RAY_CI_TUNE_AFFECTED"]
instance_size: medium
commands:
- LINUX_WHEELS=1 ./ci/ci.sh build
- mkdir -p ~/.docker/cli-plugins/ && curl -SL https://github.com/docker/compose/releases/download/v2.0.1/docker-compose-linux-x86_64 -o ~/.docker/cli-plugins/docker-compose && chmod +x ~/.docker/cli-plugins/docker-compose
- pip install -U docker aws_requests_auth boto3
- ./ci/env/env_info.sh
- python ./ci/build/build-docker-images.py --py-versions py37 --device-types cpu --build-type LOCAL --build-base
- python ./ci/build/build-multinode-image.py rayproject/ray:nightly-py37-cpu rayproject/ray:multinode-py37
- bazel test --config=ci $(./ci/run/bazel_export_options) --build_tests_only
--test_tag_filters=multinode,-example,-flaky,-py37,-soft_imports,-gpu_only,-rllib
python/ray/tune/...
--test_env=RAY_HAS_SSH="1"
--test_env=RAY_DOCKER_IMAGE="rayproject/ray:multinode-py37"
--test_env=RAY_TEMPDIR="/ray-mount"
--test_env=RAY_HOSTDIR="/ray"
--test_env=RAY_TESTHOST="dind-daemon"
--test_env=DOCKER_HOST=tcp:https://docker:2376
--test_env=DOCKER_TLS_VERIFY=1
--test_env=DOCKER_CERT_PATH=/certs/client
--test_env=DOCKER_TLS_CERTDIR=/certs
- label: ":hadoop: Ray AIR HDFS tests"
conditions: ["RAY_CI_ML_AFFECTED"]
instance_size: medium
commands:
- cleanup() { if [ "${BUILDKITE_PULL_REQUEST}" = "false" ]; then ./ci/build/upload_build_info.sh; fi }; trap cleanup EXIT
- INSTALL_HDFS=1 ./ci/env/install-dependencies.sh
- ./ci/env/env_info.sh
- cat /tmp/hdfs_env
- bazel test --config=ci $(./ci/run/bazel_export_options) --test_tag_filters=hdfs python/ray/air/...
# Test to see if Train can be used without torch, tf, etc. installed
- label: ":steam_locomotive: Train minimal install"
conditions: ["RAY_CI_TRAIN_AFFECTED"]
instance_size: small
commands:
- cleanup() { if [ "${BUILDKITE_PULL_REQUEST}" = "false" ]; then ./ci/build/upload_build_info.sh; fi }; trap cleanup EXIT
- TRAIN_MINIMAL_INSTALL=1 ./ci/env/install-minimal.sh
- ./ci/env/env_info.sh
- python ./ci/env/check_minimal_install.py
- bazel test --config=ci $(./ci/run/bazel_export_options) --build_tests_only --test_tag_filters=minimal python/ray/train/...
- label: ":cold_face: :python: Ray Python legacy dependency ML compatibility tests"
conditions:
["RAY_CI_PYTHON_DEPENDENCIES_AFFECTED", "RAY_CI_TUNE_AFFECTED", "RAY_CI_TRAIN_AFFECTED", "RAY_CI_ML_AFFECTED"]
instance_size: large
parallelism: 2
commands:
- cleanup() { if [ "${BUILDKITE_PULL_REQUEST}" = "false" ]; then ./ci/build/upload_build_info.sh; fi }; trap cleanup EXIT
- ./ci/env/install-minimal.sh 3.7
- DATA_PROCESSING_TESTING=1 TUNE_TESTING=1 TRAIN_TESTING=1 INSTALL_HDFS=1 ./ci/env/install-dependencies.sh
- pip install -r python/requirements/compat/requirements_legacy_compat.txt
- pip install -U typing-extensions
- HOROVOD_WITH_GLOO=1 HOROVOD_WITHOUT_MPI=1 HOROVOD_WITHOUT_MXNET=1 HOROVOD_WITH_TENSORFLOW=1 HOROVOD_WITH_PYTORCH=1 pip install horovod
- ./ci/env/env_info.sh
# Combine shards from different files
- >-
set -x;
{
python ./ci/run/bazel_sharding/bazel_sharding.py --exclude_manual --index "\${BUILDKITE_PARALLEL_JOB}" --count "\${BUILDKITE_PARALLEL_JOB_COUNT}" --tag_filters=compat python/ray/tests/horovod/... python/ray/tests/lightgbm/... python/ray/tests/ml_py36_compat/... python/ray/tests/xgboost/... python/ray/tests/ray_lightning/... &&
python ./ci/run/bazel_sharding/bazel_sharding.py --exclude_manual --index "\${BUILDKITE_PARALLEL_JOB}" --count "\${BUILDKITE_PARALLEL_JOB_COUNT}" --tag_filters=-gpu,-needs_credentials,-hdfs python/ray/air/... &&
python ./ci/run/bazel_sharding/bazel_sharding.py --exclude_manual --index "\${BUILDKITE_PARALLEL_JOB}" --count "\${BUILDKITE_PARALLEL_JOB_COUNT}" --tag_filters=ray_air,-torch_1_11,-gpu_only,-gpu,-needs_credentials,-hdfs python/ray/train/... &&
python ./ci/run/bazel_sharding/bazel_sharding.py --exclude_manual --index "\${BUILDKITE_PARALLEL_JOB}" --count "\${BUILDKITE_PARALLEL_JOB_COUNT}" --tag_filters=ray_air python/ray/data/...;
} > test_shard.txt
- cat test_shard.txt
- bazel test --config=ci $(./ci/run/bazel_export_options)
$(cat test_shard.txt)