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Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

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ray-2.54.1

updating depset (#61919) updating llm batch test depset to resolve dependency compilation error: https://buildkite.com/ray-project/premerge/builds/62664#019d0c41-fbcc-4c68-bcbc-387ded78ee56 Signed-off-by: elliot-barn <elliot.barnwell@anyscale.com>

ray-2.54.0

[data] revert "continue grabbing task state until response is not None" (#61066) revert #60592, cherrypick #61064 Signed-off-by: Lonnie Liu <lonnie@anyscale.com>

ray-2.53.0

[Data] Concurrency cap backpressure with tuning (Disabled) (#59519) EWMA_ALPHA Update EWMA_ALPHA from 0.2->0.1. This makes adjusting level to be more in-favor of limiting concurrency by being more sensitive to downstreaming queuing. K_DEV Update K_DEV from 2.0->1.0. This makes stddev to be more in-favor of limiting concurrency by being more sensitive to downstreaming queuing. cherry-pick of #59392

ray-2.51.2

Cherry pick browser request validation improvements (#59045) Cherry pick #58553 #58648 #59042 --------- Signed-off-by: Richo Healey <richo@anyscale.com> Signed-off-by: Edward Oakes <ed.nmi.oakes@gmail.com> Co-authored-by: richo-anyscale <richo@anyscale.com> Co-authored-by: Lonnie Liu <95255098+aslonnie@users.noreply.github.com>

ray-2.52.1

change version to 2.52.1 (#59049) for 2.52.1 release Signed-off-by: elliot-barn <elliot.barnwell@anyscale.com>

ray-2.52.0

[core] Cherry pick token authentication UX improvements (#58831) Cherry pick: https://github.com/ray-project/ray/pull/58737 Signed-off-by: sampan <sampan@anyscale.com> Signed-off-by: Edward Oakes <ed.nmi.oakes@gmail.com> Co-authored-by: Sampan S Nayak <sampansnayak2@gmail.com> Co-authored-by: sampan <sampan@anyscale.com>

ray-2.51.1

Fixes to tests (#58317) lint on code format and cherrypick #58215 --------- Signed-off-by: Lonnie Liu <lonnie@anyscale.com>

ray-2.51.0

[core][cherry-pick] RDT NIXL Limitations + Throw Exception (#58159) ## Description Cherry-picking #58063 to throw an exception when trying to double send the same ref before gc because it can trigger a NIXL error. Also adding documentation for this. Signed-off-by: Dhyey Shah <dhyey2019@gmail.com> Signed-off-by: Qiaolin-Yu <liin1211@outlook.com> Signed-off-by: Qiaolin Yu <liin1211@outlook.com> Co-authored-by: Qiaolin Yu <liin1211@outlook.com> Co-authored-by: Stephanie Wang <smwang@cs.washington.edu>

ray-2.50.1

[cherry-pick] [core] Fix deadlock when cancelling stale requests on in-order actors (#57746) (#57768) ## Description Cherry picking https://github.com/ray-project/ray/pull/57746 Signed-off-by: dayshah <dhyey2019@gmail.com>

ray-2.50.0

[DOC-127] Cherry-pick (#54254): MVP for OSS Ray labels (#57547) (cherry picked from commit 44a9732c745e069559470f223ed0d2d7a180f524) Co-authored-by: Douglas Strodtman <douglas@anyscale.com>

ray-2.49.2

2.49.2 version change (#56501) Signed-off-by: Lonnie Liu <lonnie@anyscale.com>

ray-2.49.1

[data] Cherry pick data fixes for 2.49.1 (#56058) Cherry pick two fixes for ray data (from https://github.com/ray-project/ray/pull/55854 and https://github.com/ray-project/ray/pull/55926). --------- Signed-off-by: iamjustinhsu <jhsu@anyscale.com> Signed-off-by: Alexey Kudinkin <alexey.kudinkin@gmail.com> Signed-off-by: Matthew Owen <mowen@anyscale.com> Co-authored-by: iamjustinhsu <140442892+iamjustinhsu@users.noreply.github.com> Co-authored-by: Alexey Kudinkin <alexey.kudinkin@gmail.com>

ray-2.49.0

[Core] Expose Default Fields in the Task Json Message (#55765) (#55784) This PR fixed 2 issues we found in the task event pipeline with additional tests added: 1. When converting the task events to json, add the option to include the fields with default values 2. A typo in generating the add event response when the http endpoint is not configured. Signed-off-by: Mengjin Yan <mengjinyan3@gmail.com>

ray-2.48.0

cherrypick #54563 (#54613) Signed-off-by: Lonnie Liu <lonnie@anyscale.com>

ray-2.47.1

[cherry-pick][dashboard] Fix retrieving IP address from the GPUProfilingManager on the dashboard agent (#53817) This is a cherry-pick of https://github.com/ray-project/ray/pull/53807 Signed-off-by: Justin Yu <justinvyu@anyscale.com>

ray-2.47.0

[ci] use new docker account for releasing (#53646) cherrypick #53629 Signed-off-by: Lonnie Liu <lonnie@anyscale.com>

ray-2.46.0

2.46.0 version change (#52774) for new release Signed-off-by: Lonnie Liu <lonnie@anyscale.com>

ray-2.45.0

[release] upload python 3.13 wheels (#52593) cherrypick https://github.com/ray-project/ray/pull/52586 Signed-off-by: Lonnie Liu <lonnie@anyscale.com>

ray-2.44.1

version change for 2.44.1 (#51463) for patch release Signed-off-by: Lonnie Liu <lonnie@anyscale.com>

ray-2.44.0

properly build cpp wheels (#51452) cherrypick #51450 Signed-off-by: Lonnie Liu <lonnie@anyscale.com>