Bump ray from 2.40.0 to 2.45.0

[dependabot]

Bumps ray from 2.40.0 to 2.45.0.

Release notes

Sourced from ray's releases.

Ray-2.45.0

Ray Core

💫 Enhancements

• Make Object Store Fallback Directory configurable (#51189).
• [cgraph] Support with_tensor_transport(transport='shm') (#51872).
• [cgraph] Support reduce scatter and all gather collective for GPU communicator in compiled graph (#50624).

🔨 Fixes

• Make sure KillActor RPC with force_kill=True can actually kill the threaded actor (#51414).
• [Autoscaler] Do not remove idle nodes for upcoming placement groups (#51122).
• Threaded actors get stuck forever if they receive two exit signals (#51582).
• [cgraph] Fix illegal memory access of cgraph when used in PP (#51734).
• Avoid resubmitted actor tasks from hanging indefinitely (#51904).
• Fix interleaved placement group creation process due to node failure (#52202).
• Flush task events in CoreWorker::Shutdown instead of CoreWorker::Disconnect (#52374).

🏗 Architecture refactoring

• Split dashboard single process into multiple processes to improve stability and avoid interference between different heads (#51282, #51489, #51555, #51507, #51587, #51553, #51676, #51733, #51809, #51877, #51876, #51980, #52114).

Ray Libraries

Ray Data

🎉 New Features

• New ClickHouse sink via Dataset.write_clickhouse() (#50377)
• Support ray_remote_args_fn in Dataset.groupby().map_groups() to set per-group runtime env and resource hints (#51236)
• Expose Dataset.name / set_name as a public API for easier lineage tracking (#51076)
• Allow async callable classes in Dataset.flat_map() (#51180)
• Introduce Ruleset abstraction for rule-based query optimisation (#51558)
• Add seamless conversion from Daft DataFrame to Ray Dataset (#51531)
• Improved support for line-delimited JSONL reading in read_json() (#52083)
• Provide Dataset.export_metadata() for schema & stats snapshots (#52227)

💫 Enhancements

• Improved performance of sorting and sort-shuffle based operations (by more than 5x in benchmarks) (#51943)
• Metrics: number of map-actor workers alive / pending / restarting (#51082)
• Continuous memory-usage polling per map task (#51324)
• Auto-tune map-task memory based on output size (#51536)
• More informative back-pressure progress bar (#51697)
• Faster RefBundle.get_cached_location() lookup (#52097)
• Speed-up for PandasBlock.size_bytes() (#52510)
• Expanded BlockColumnAccessor utilities and ops (#51326, #51571)

🔨 Fixes

• Correct MapTransformFn.__eq__ equality check (#51434)
• Persist unresolved wildcard paths in FileBasedDataSource (#51424)
• Repair Hugging Face dynamic-module loading on workers (#51488)
• Prevent HTTP URLs from being expanded by _expand_paths (#50178)
• Fix Databricks host-URL parsing in Delta datasource (#49926)

... (truncated)

Commits

• 4883bd5 [release] upload python 3.13 wheels (#52593)
• 4e641de [release] 2.45.0 version change (#52584)
• e8906c4 [data] Remove frivolous shutdown calls causing test error (#52557)
• 8ca0bcb [java] run all pre-commit hooks (#52281)
• 873e693 [core][autoscaler][v1] prune IPs from the LoadMetrics after terminating nodes...
• c872a52 [data][train] Fix compute config for local_fs + jpeg image classification ben...
• 9928903 feat: try ray banner (#52554)
• c79a3de [Dashboard] Remove millisecond padding in DurationText component (#52395)
• 60ed6fd [core] Deflake test_placement_group_4 (#52552)
• 3a6eb90 [doc][kuberay] mention scale command (#52222)
• Additional commits viewable in compare view

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[dependabot]

Superseded by #64.