[ci] Port anyscale image builds to Wanda pipeline

.buildkite/release/build.rayci.yml

@@ -1,5 +1,57 @@
 group: release build
 steps:
+  - name: ray-core-build
+    label: "wanda: core binary parts py{{matrix}} (x86_64)"
+    wanda: ci/docker/ray-core.wanda.yaml
+    matrix:
+      - "3.10"
+      - "3.11"
+      - "3.12"
+      - "3.13"
+    env_file: rayci.env
+    env:
+      PYTHON_VERSION: "{{matrix}}"
+      ARCH_SUFFIX: ""
+      HOSTTYPE: "x86_64"
+    tags: oss
+
+  - name: ray-dashboard-build
+    label: "wanda: dashboard"
+    wanda: ci/docker/ray-dashboard.wanda.yaml
+    env_file: rayci.env
+    env:
+      ARCH_SUFFIX: ""
+      HOSTTYPE: "x86_64"
+    tags: oss
+
+  - name: ray-java-build
+    label: "wanda: java build (x86_64)"
+    wanda: ci/docker/ray-java.wanda.yaml
+    tags: oss
+    env_file: rayci.env
+    env:
+      ARCH_SUFFIX: ""
+      HOSTTYPE: "x86_64"
+
+  - name: ray-wheel-build
+    label: "wanda: wheel py{{matrix}} (x86_64)"
+    wanda: ci/docker/ray-wheel.wanda.yaml
+    matrix:
+      - "3.10"
+      - "3.11"
+      - "3.12"
+      - "3.13"
+    env_file: rayci.env
+    env:
+      PYTHON_VERSION: "{{matrix}}"
+      ARCH_SUFFIX: ""
+      HOSTTYPE: "x86_64"
+    tags: oss
+    depends_on:
+      - ray-core-build
+      - ray-java-build
+      - ray-dashboard-build
+
   - name: raycpubaseextra-testdeps
     label: "wanda: ray.py{{matrix}}.cpu.base-extra-testdeps"
     wanda: docker/base-extra-testdeps/cpu.wanda.yaml
@@ -65,26 +117,69 @@ steps:
     depends_on:
       - ray-mlcudabaseextra
 
-  - label: ":tapioca: build: ray py{{matrix.python}}-{{matrix.platform}} image for release tests"
+  - name: ray-anyscale-cpu-build
+    label: "wanda: ray-anyscale py{{matrix}} cpu"
+    wanda: ci/docker/ray-anyscale-cpu.wanda.yaml
+    env_file: rayci.env
+    matrix:
+      # This list should be kept in sync with the list of supported Python in
+      # release test suite
+      - "3.10"
+      - "3.11"
+      - "3.12"
+      - "3.13"
+    env:
+      PYTHON_VERSION: "{{matrix}}"
+      ARCH_SUFFIX: ""
+    tags:
+      - oss
+    depends_on:
+      - ray-wheel-build
+      - raycpubaseextra-testdeps
+
+  - name: ray-anyscale-cuda-build
+    label: "wanda: ray-anyscale py{{matrix.python}} cu{{matrix.cuda}}"
+    wanda: ci/docker/ray-anyscale-cuda.wanda.yaml
+    env_file: rayci.env
+    matrix:
+      setup:
+        python:
+          # This list should be kept in sync with the list of supported Python in
+          # release test suite
+          - "3.10"
+          - "3.11"
+          - "3.12"
+          - "3.13"
+        cuda:
+          - "12.3.2-cudnn9"
+    env:
+      PYTHON_VERSION: "{{matrix.python}}"
+      CUDA_VERSION: "{{matrix.cuda}}"
+      ARCH_SUFFIX: ""
+    tags:
+      - oss
+    depends_on:
+      - ray-wheel-build
+      - raycudabaseextra-testdeps
+
+  - label: ":crane: publish: ray-anyscale py{{matrix.python}} {{matrix.platform}}"
     key: anyscalebuild
     instance_type: release-medium
     mount_buildkite_agent: true
     tags:
       - oss
     commands:
-      - bazel run //ci/ray_ci:build_in_docker -- anyscale
-        --python-version {{matrix.python}} --platform {{matrix.platform}}
-        --image-type ray --upload
+      - bazel run //ci/ray_ci/automation:push_release_test_image --
+        --python-version {{matrix.python}}
+        --platform {{matrix.platform}}
+        --image-type ray
+        --upload
     depends_on:
-      - manylinux-x86_64
-      - forge
-      - raycpubaseextra-testdeps
-      - raycudabaseextra-testdeps
+      - ray-anyscale-cpu-build
+      - ray-anyscale-cuda-build
     matrix:
       setup:
         python:
-          # This list should be kept in sync with the list of supported Python in
-          # release test suite
           - "3.10"
           - "3.11"
           - "3.12"
@@ -93,36 +188,82 @@ steps:
           - cu12.3.2-cudnn9
           - cpu
 
-  - label: ":tapioca: build: ray-llm py{{matrix}} image for release tests"
+  - name: ray-llm-anyscale-cuda-build
+    label: "wanda: ray-llm-anyscale py{{matrix.python}} cu{{matrix.cuda}}"
+    wanda: ci/docker/ray-llm-anyscale-cuda.wanda.yaml
+    env_file: rayci.env
+    matrix:
+      setup:
+        python:
+          - "3.11"
+        cuda:
+          - "12.8.1-cudnn"
+    env:
+      PYTHON_VERSION: "{{matrix.python}}"
+      CUDA_VERSION: "{{matrix.cuda}}"
+      ARCH_SUFFIX: ""
+    tags:
+      - oss
+    depends_on:
+      - ray-wheel-build
+      - ray-llmbaseextra-testdeps
+
+  - label: ":crane: publish: ray-llm-anyscale py{{matrix.python}} {{matrix.platform}}"
     key: anyscalellmbuild
     instance_type: release-medium
     mount_buildkite_agent: true
     tags:
       - oss
     commands:
-      - bazel run //ci/ray_ci:build_in_docker -- anyscale --python-version {{matrix}}
-        --platform cu12.8.1-cudnn --image-type ray-llm --upload
+      - bazel run //ci/ray_ci/automation:push_release_test_image --
+        --python-version {{matrix.python}}
+        --platform {{matrix.platform}}
+        --image-type ray-llm
+        --upload
     depends_on:
-      - manylinux-x86_64
-      - forge
-      - ray-llmbaseextra-testdeps
+      - ray-llm-anyscale-cuda-build
     matrix:
-      - "3.11"
+      setup:
+        python:
+          - "3.11"
+        platform:
+          - cu12.8.1-cudnn
+
+  - name: ray-ml-anyscale-cuda-build
+    label: "wanda: ray-ml-anyscale py{{matrix.python}} cu{{matrix.cuda}}"
+    wanda: ci/docker/ray-ml-anyscale-cuda.wanda.yaml
+    env_file: rayci.env
+    matrix:
+      setup:
+        python:
+          # This list should be kept in sync with the list of supported Python in
+          # release test suite
+          - "3.10"
+        cuda:
+          - "12.1.1-cudnn8"
+    env:
+      PYTHON_VERSION: "{{matrix.python}}"
+      CUDA_VERSION: "{{matrix.cuda}}"
+      ARCH_SUFFIX: ""
+    tags:
+      - oss
+    depends_on:
+      - ray-wheel-build
+      - ray-mlcudabaseextra-testdeps
 
-  - label: ":tapioca: build: ray-ml py{{matrix}} image for release tests"
+  - label: ":crane: publish: ray-ml-anyscale py{{matrix}} cu12.1.1-cudnn8"
     key: anyscalemlbuild
     instance_type: release-medium
     mount_buildkite_agent: true
     tags:
       - oss
     commands:
-      - bazel run //ci/ray_ci:build_in_docker -- anyscale --python-version {{matrix}}
-        --platform cu12.1.1-cudnn8 --image-type ray-ml --upload
+      - bazel run //ci/ray_ci/automation:push_release_test_image --
+        --python-version {{matrix}}
+        --platform cu12.1.1-cudnn8
+        --image-type ray-ml
+        --upload
     depends_on:
-      - manylinux-x86_64
-      - forge
-      - ray-mlcudabaseextra-testdeps
+      - ray-ml-anyscale-cuda-build
     matrix:
-      # This list should be kept in sync with the list of supported Python in
-      # release test suite
       - "3.10"

ci/docker/ray-anyscale-cpu.wanda.yaml

@@ -0,0 +1,20 @@
+# Ray Anyscale CPU Image (for release tests)
+# Installs ray wheel into the CPU base-extra-testdeps image, which includes
+# additional test dependencies.
+#
+# This produces the anyscale test image for CPU-only release tests.
+#
+name: "ray-anyscale-py$PYTHON_VERSION-cpu$ARCH_SUFFIX"
+disable_caching: true
+froms:
+  - "cr.ray.io/rayproject/ray-py$PYTHON_VERSION-cpu-base-extra-testdeps"  # CPU base with test deps
+  - "cr.ray.io/rayproject/ray-wheel-py$PYTHON_VERSION$ARCH_SUFFIX"        # Ray wheel
+dockerfile: ci/docker/ray-image.Dockerfile
+build_args:
+  - PYTHON_VERSION
+  - ARCH_SUFFIX
+  - IMAGE_TYPE=ray
+  - PLATFORM=cpu
+  - BASE_VARIANT=base-extra-testdeps
+  - RAY_COMMIT=$BUILDKITE_COMMIT
+  - RAY_VERSION

ci/docker/ray-anyscale-cuda.wanda.yaml

@@ -0,0 +1,20 @@
+# Ray Anyscale CUDA Image (for release tests)
+# Installs ray wheel into the CUDA base-extra-testdeps image, which includes
+# additional test dependencies.
+#
+# This produces the anyscale test image for GPU release tests.
+#
+name: "ray-anyscale-py$PYTHON_VERSION-cu$CUDA_VERSION$ARCH_SUFFIX"
+disable_caching: true
+froms:
+  - "cr.ray.io/rayproject/ray-py$PYTHON_VERSION-cu$CUDA_VERSION-base-extra-testdeps"  # CUDA base with test deps
+  - "cr.ray.io/rayproject/ray-wheel-py$PYTHON_VERSION$ARCH_SUFFIX"                    # Ray wheel
+dockerfile: ci/docker/ray-image.Dockerfile
+build_args:
+  - PYTHON_VERSION
+  - ARCH_SUFFIX
+  - IMAGE_TYPE=ray
+  - BASE_VARIANT=base-extra-testdeps
+  - PLATFORM=cu$CUDA_VERSION
+  - RAY_COMMIT=$BUILDKITE_COMMIT
+  - RAY_VERSION

ci/docker/ray-llm-anyscale-cuda.wanda.yaml

@@ -0,0 +1,20 @@
+# Ray-LLM Anyscale CUDA Image (for release tests)
+# Installs ray wheel into the ray-llm CUDA base-extra-testdeps image, which
+# includes extra test dependencies.
+#
+# This produces the anyscale test image for ray-llm GPU release tests.
+#
+name: "ray-llm-anyscale-py$PYTHON_VERSION-cu$CUDA_VERSION$ARCH_SUFFIX"
+disable_caching: true
+froms:
+  - "cr.ray.io/rayproject/ray-llm-py$PYTHON_VERSION-cu$CUDA_VERSION-base-extra-testdeps"  # ray-llm base with test deps
+  - "cr.ray.io/rayproject/ray-wheel-py$PYTHON_VERSION$ARCH_SUFFIX"                        # Ray wheel
+dockerfile: ci/docker/ray-image.Dockerfile
+build_args:
+  - PYTHON_VERSION
+  - ARCH_SUFFIX
+  - BASE_VARIANT=base-extra-testdeps
+  - IMAGE_TYPE=ray-llm
+  - PLATFORM=cu$CUDA_VERSION
+  - RAY_COMMIT=$BUILDKITE_COMMIT
+  - RAY_VERSION

ci/docker/ray-ml-anyscale-cuda.wanda.yaml

@@ -0,0 +1,20 @@
+# Ray-ML Anyscale CUDA Image (for release tests)
+# Installs ray wheel into the ray-ml CUDA base-extra-testdeps image, which includes
+# extra test dependencies.
+#
+# This produces the anyscale test image for ray-ml GPU release tests.
+#
+name: "ray-ml-anyscale-py$PYTHON_VERSION-cu$CUDA_VERSION$ARCH_SUFFIX"
+disable_caching: true
+froms:
+  - "cr.ray.io/rayproject/ray-ml-py$PYTHON_VERSION-cu$CUDA_VERSION-base-extra-testdeps"  # ray-ml base with test deps
+  - "cr.ray.io/rayproject/ray-wheel-py$PYTHON_VERSION$ARCH_SUFFIX"                       # Ray wheel
+dockerfile: ci/docker/ray-image.Dockerfile
+build_args:
+  - PYTHON_VERSION
+  - ARCH_SUFFIX
+  - BASE_VARIANT=base-extra-testdeps
+  - IMAGE_TYPE=ray-ml
+  - PLATFORM=cu$CUDA_VERSION
+  - RAY_COMMIT=$BUILDKITE_COMMIT
+  - RAY_VERSION