ray-project--ray/.buildkite/build.rayci.yml

group: build
steps:
  - label: ":arrow_up: upload: wheel py{{array.python}} (x86_64)"
    key: linux_wheels_upload
    instance_type: small
    commands:
      - bazel run //ci/ray_ci/automation:extract_wanda_artifact --
        --wanda-image-name=ray-wheel-py{{array.python}}
        --file-glob='*.whl'
        --output-dir=.whl
      - ./ci/build/copy_build_artifacts.sh wheel
    array:
      python:
        - "3.10"
        - "3.11"
        - "3.12"
        - "3.13"
        - "3.14"
    depends_on:
      - ray-wheel-build($)
      - forge
    tags:
      - release_wheels
      - linux_wheels
      - oss
      - skip-on-premerge

  - name: ray-cpp-core-build
    label: "wanda: cpp core (x86_64)"
    wanda: ci/docker/ray-cpp-core.wanda.yaml
    env_file: rayci.env
    env:
      ARCH_SUFFIX: ""
      HOSTTYPE: "x86_64"
    tags:
      - release_wheels
      - oss

  - name: ray-cpp-wheel-build
    label: "wanda: cpp wheel (x86_64)"
    wanda: ci/docker/ray-cpp-wheel.wanda.yaml
    env_file: rayci.env
    env:
      PYTHON_VERSION: "3.10"  # Used for upstream images; wheel is Python-agnostic
      ARCH_SUFFIX: ""
      HOSTTYPE: "x86_64"
    tags:
      - release_wheels
      - linux_wheels
      - oss
    depends_on:
      - ray-core-build(python=3.10)
      - ray-cpp-core-build
      - ray-java-build
      - ray-dashboard-build

  - label: ":arrow_up: upload: cpp wheel (x86_64)"
    key: linux_cpp_wheels_upload
    instance_type: small
    commands:
      - bazel run //ci/ray_ci/automation:extract_wanda_artifact --
        --wanda-image-name=ray-cpp-wheel
        --file-glob='*.whl'
        --output-dir=.whl
      - ./ci/build/copy_build_artifacts.sh wheel
    depends_on:
      - ray-cpp-wheel-build
      - forge
    tags:
      - release_wheels
      - linux_wheels
      - oss
      - skip-on-premerge

  - label: ":tapioca: build: jar"
    key: java_wheels
    tags:
      - java
      - oss
    instance_type: medium
    commands:
      - ./ci/build/build-manylinux-ray.sh
      - ./ci/build/build-manylinux-jar.sh
      - ./ci/build/copy_build_artifacts.sh jar
    depends_on: manylinux-x86_64
    job_env: manylinux-x86_64

  - name: ray-image-cpu-build
    label: "wanda: ray py{{array.python}} cpu (x86_64)"
    wanda: ci/docker/ray-image-cpu.wanda.yaml
    array:
      python:
        - "3.10"
        - "3.11"
        - "3.12"
        - "3.13"
    env_file: rayci.env
    env:
      PYTHON_VERSION: "{{array.python}}"
      ARCH_SUFFIX: ""
    tags:
      - python_dependencies
      - docker
      - oss
    depends_on:
      - ray-wheel-build($)
      - raycpubase($)

  - name: ray-image-tpu-build
    label: "wanda: ray py{{array.python}} tpu (x86_64)"
    wanda: ci/docker/ray-image-tpu.wanda.yaml
    array:
      python:
        - "3.10"
        - "3.11"
        - "3.12"
        - "3.13"
    env_file: rayci.env
    env:
      PYTHON_VERSION: "{{array.python}}"
      ARCH_SUFFIX: ""
    tags:
      - python_dependencies
      - docker
      - oss
    depends_on:
      - ray-wheel-build($)
      - raytpubase($)

  - label: ":tapioca: smoke test: ray tpu image"
    instance_type: small
    tags:
      - python_dependencies
      - docker
      - oss
    commands:
      - aws ecr get-login-password --region us-west-2 | docker login --username AWS --password-stdin 029272617770.dkr.ecr.us-west-2.amazonaws.com
      - docker run --rm
        "$${RAYCI_WORK_REPO}":"$${RAYCI_BUILD_ID}"-ray-py3.10-tpu
        /bin/bash -c "python -c \"import ray; print('ray', ray.__version__); import jax; print('jax', jax.__version__)\""
    depends_on:
      - ray-image-tpu-build(python=3.10)
      - forge

  - name: ray-image-cuda-build
    label: "wanda: ray py{{array.python}} cu{{array.cuda}} (x86_64)"
    wanda: ci/docker/ray-image-cuda.wanda.yaml
    array:
      python:
        - "3.10"
        - "3.11"
        - "3.12"
        - "3.13"
      cuda:
        - "11.7.1-cudnn8"
        - "11.8.0-cudnn8"
        - "12.1.1-cudnn8"
        - "12.3.2-cudnn9"
        - "12.4.1-cudnn"
        - "12.5.1-cudnn"
        - "12.6.3-cudnn"
        - "12.8.1-cudnn"
        - "12.9.1-cudnn"
        - "13.0.0-cudnn"
    env_file: rayci.env
    env:
      PYTHON_VERSION: "{{array.python}}"
      CUDA_VERSION: "{{array.cuda}}"
      ARCH_SUFFIX: ""
    tags:
      - python_dependencies
      - docker
      - oss
    depends_on:
      - ray-wheel-build($)
      - raycudabase($)

  - label: ":crane: publish: ray py{{array.python}} (x86_64)"
    key: ray_images_push
    instance_type: small
    commands:
      - bazel run //.buildkite:copy_files -- --destination docker_login
      - bazel run //ci/ray_ci/automation:push_ray_image --
        --python-version {{array.python}}
        --platform cpu
        --platform tpu
        --platform cu11.7.1-cudnn8
        --platform cu11.8.0-cudnn8
        --platform cu12.1.1-cudnn8
        --platform cu12.3.2-cudnn9
        --platform cu12.4.1-cudnn
        --platform cu12.5.1-cudnn
        --platform cu12.6.3-cudnn
        --platform cu12.8.1-cudnn
        --platform cu12.9.1-cudnn
        --platform cu13.0.0-cudnn
        --image-type ray
        --architecture x86_64
    array:
      python:
        - "3.10"
        - "3.11"
        - "3.12"
        - "3.13"
    depends_on:
      - ray-image-cpu-build($)
      - ray-image-tpu-build($)
      - ray-image-cuda-build($)
    tags:
      - python_dependencies
      - docker
      - oss
      - skip-on-premerge

  - name: ray-extra-image-cpu-build
    label: "wanda: ray-extra py{{array.python}} cpu (x86_64)"
    wanda: ci/docker/ray-extra-image-cpu.wanda.yaml
    array:
      python:
        - "3.10"
        - "3.11"
        - "3.12"
        - "3.13"
    env_file: rayci.env
    env:
      PYTHON_VERSION: "{{array.python}}"
      ARCH_SUFFIX: ""
    tags:
      - python_dependencies
      - docker
      - oss
    depends_on:
      - ray-wheel-build($)
      - raycpubaseextra($)

  - name: ray-extra-image-cuda-build
    label: "wanda: ray-extra py{{array.python}} cu{{array.cuda}} (x86_64)"
    wanda: ci/docker/ray-extra-image-cuda.wanda.yaml
    array:
      python:
        - "3.10"
        - "3.11"
        - "3.12"
        - "3.13"
      cuda:
        - "11.7.1-cudnn8"
        - "11.8.0-cudnn8"
        - "12.1.1-cudnn8"
        - "12.3.2-cudnn9"
        - "12.4.1-cudnn"
        - "12.5.1-cudnn"
        - "12.6.3-cudnn"
        - "12.8.1-cudnn"
        - "12.9.1-cudnn"
        - "13.0.0-cudnn"
    env_file: rayci.env
    env:
      PYTHON_VERSION: "{{array.python}}"
      CUDA_VERSION: "{{array.cuda}}"
      ARCH_SUFFIX: ""
    tags:
      - python_dependencies
      - docker
      - oss
    depends_on:
      - ray-wheel-build($)
      - raycudabaseextra($)

  - name: ray-llm-image-cuda-build
    label: "wanda: ray-llm py{{array.python}} cu{{array.cuda}} (x86_64)"
    wanda: ci/docker/ray-llm-image-cuda.wanda.yaml
    array:
      python:
        - "3.12"
      cuda:
        - "13.0.0-cudnn"
    env_file: rayci.env
    env:
      PYTHON_VERSION: "{{array.python}}"
      CUDA_VERSION: "{{array.cuda}}"
      ARCH_SUFFIX: ""
    tags:
      - python_dependencies
      - docker
      - oss
    depends_on:
      - ray-wheel-build($)
      - ray-llmbase($)

  - name: ray-llm-extra-image-cuda-build
    label: "wanda: ray-llm-extra py{{array.python}} cu{{array.cuda}} (x86_64)"
    wanda: ci/docker/ray-llm-extra-image-cuda.wanda.yaml
    array:
      python:
        - "3.12"
      cuda:
        - "13.0.0-cudnn"
    env_file: rayci.env
    env:
      PYTHON_VERSION: "{{array.python}}"
      CUDA_VERSION: "{{array.cuda}}"
      ARCH_SUFFIX: ""
    tags:
      - python_dependencies
      - docker
      - oss
    depends_on:
      - ray-wheel-build($)
      - ray-llmbaseextra($)

  - label: ":crane: publish: ray-extra py{{array.python}} (x86_64)"
    key: ray_extra_images_push
    instance_type: small
    commands:
      - bazel run //.buildkite:copy_files -- --destination docker_login
      - bazel run //ci/ray_ci/automation:push_ray_image --
        --python-version {{array.python}}
        --platform cpu
        --platform cu11.7.1-cudnn8
        --platform cu11.8.0-cudnn8
        --platform cu12.1.1-cudnn8
        --platform cu12.3.2-cudnn9
        --platform cu12.4.1-cudnn
        --platform cu12.5.1-cudnn
        --platform cu12.6.3-cudnn
        --platform cu12.8.1-cudnn
        --platform cu12.9.1-cudnn
        --platform cu13.0.0-cudnn
        --image-type ray-extra
        --architecture x86_64
    array:
      python:
        - "3.10"
        - "3.11"
        - "3.12"
        - "3.13"
    depends_on:
      - ray-extra-image-cpu-build($)
      - ray-extra-image-cuda-build($)
    tags:
      - python_dependencies
      - docker
      - oss
      - skip-on-premerge

  - label: ":crane: publish: ray-llm py{{array.python}} {{array.platform}} (x86_64)"
    key: ray_llm_images_cuda_push
    instance_type: small
    commands:
      - bazel run //.buildkite:copy_files -- --destination docker_login
      - bazel run //ci/ray_ci/automation:push_ray_image --
        --python-version {{array.python}}
        --platform {{array.platform}}
        --image-type ray-llm
        --architecture x86_64
    array:
      python:
        - "3.12"
      platform:
        - cu13.0.0-cudnn
    depends_on:
      - ray-llm-image-cuda-build($)
    tags:
      - python_dependencies
      - docker
      - oss
      - skip-on-premerge

  - label: ":crane: publish: ray-llm-extra py{{array.python}} {{array.platform}} (x86_64)"
    key: ray_llm_extra_images_cuda_push
    instance_type: small
    commands:
      - bazel run //.buildkite:copy_files -- --destination docker_login
      - bazel run //ci/ray_ci/automation:push_ray_image --
        --python-version {{array.python}}
        --platform {{array.platform}}
        --image-type ray-llm-extra
        --architecture x86_64
    array:
      python:
        - "3.12"
      platform:
        - cu13.0.0-cudnn
    depends_on:
      - ray-llm-extra-image-cuda-build($)
    tags:
      - python_dependencies
      - docker
      - oss
      - skip-on-premerge

  - label: ":tapioca: smoke test build-wheel.sh --help"
    tags:
      - tools
    instance_type: small
    commands:
      - ./build-wheel.sh --help
    depends_on:
      - forge

  - label: ":tapioca: smoke test build-docker.sh"
    tags:
      - python_dependencies
      - docker
      - oss
    instance_type: medium
    soft_fail: true
    commands:
      - export WHEEL_URL="https://files.pythonhosted.org/packages/93/f1/9108c4f878e3cacb767b7dfbbc3a26537c79ab516d2530b9f63b558ba4bb/ray-2.44.1-cp310-cp310-manylinux2014_x86_64.whl"
      - export CPP_WHEEL_URL="https://files.pythonhosted.org/packages/d3/cf/ef6d5a9a688001f73e4749c48f840455ecec11acde982eb70f387b0dc445/ray_cpp-2.44.1-cp310-cp310-manylinux2014_x86_64.whl"
      - bash build-docker.sh --progress-plain
      - docker run -ti --rm rayproject/ray:dev python -c "import ray; print(ray.__version__)"
    depends_on:
      - forge

  - label: ":tapioca: smoke test build-image.sh --help"
    tags:
      - tools
    instance_type: small
    commands:
      - ./build-image.sh --help
    depends_on:
      - forge

  - label: ":tapioca: generate nightly indexes"
    instance_type: small
    tags:
      - docker
      - oss
      - skip-on-premerge
    commands:
      - bazel run .buildkite:copy_files -- --destination docker_login
      - bazel run //ci/ray_ci/automation:generate_index -- --prefix nightly
    depends_on:
      - ray_images_push(*)
      - ray_images_push_aarch64(*)
      - forge