[ray-update-2.56.0] Update ray-tune-train-integration to Ray 2.56.0#875
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Co-authored-by: Aydin Abiar <Aydin-ab@users.noreply.github.com>
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Jul 8, 2026
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Summary
Bump
ray-tune-train-integrationto Ray 2.56.0.Changes
BUILD.yaml:cluster_env.image_uri→anyscale/ray:2.56.0-py312-cu129.dependencies/template.depsets.yaml: repoint the templatesexpandentry fromray2551_py312_cu128→ray2560_py312_cu128. Theray2560_py312_cu128bundle and baseray_2.56.0_img_py312.lockalready landed via build(deps): Ray 2.56.0 image base locks (base-only) #833, so only the expand pointer flipped (Depset-bump SHORTCUT).templates/ray-tune-train-integration/python_depset.lock: recompiled via./update_deps.sh --name ray_tune_train_integration_depset_2.56.0_3.12; byte-identical to the previous lock (requirements dont pull Ray transitively;--unsafe-package ray` in append_flags).Tests / validation
pre-commit run --all-files— passed.pre-commit,build,validate-build-yaml,check-depsets). Buildkitetemplate-testbuild [AKS] Make intro to services more user friendly #478 passed (~15m58s) — https://buildkite.com/anyscale/template-test/builds/478.Publish
Automation tokens
BUILDKITE_API_TOKENlacks thewrite_buildsscope, so this run cannot trigger thetmpl-publishbuild itself. After merge, a reviewer must trigger it manually per.claude/skills/template/references/publish-to-backend.md:input-tmpl-namefields:tmpl-name=ray-tune-train-integration,tmpl-branch=main,tmpl-commit=HEAD.