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[RFC] Ray 2.0 Feature Proposals

#22833 opened Mar 5, 2022 by ericl

Open 5

[RFC] Introducing Ray AI Runtime

#22488 opened Feb 18, 2022 by richardliaw

Open 2

[RFC] Usage Data Collection in Ray

#20857 opened Dec 2, 2021 by richardliaw

Open 7

Labels 64 Milestones 35

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[Feature] DAGDriver should support partial access of InputNode enhancement P1

Issue that should be fixed within a few weeks

#23484 opened Mar 25, 2022 by jiaodong

2 tasks done

Serve Pipeline Alpha

[Bug] Clean up deployment name generator upon calling serve shutdown bug serve

Ray Serve Related Issue

#23483 opened Mar 25, 2022 by jiaodong

2 tasks done

Serve Pipeline Alpha

Issue on page /train/user_guide.html

#23480 opened Mar 24, 2022 by davidegraff

[Bug] RLLib Dreamer tuned example requesting unreasonable amount of GPU memory bug triage

#23479 opened Mar 24, 2022 by zplizzi

1 of 2 tasks

[runtime env] zip_directory excludes parameter doesn't work with absolute paths bug good first issue P2

Important issue, but not time-critical

#23473 opened Mar 24, 2022 by architkulkarni runtime_env backlog

[Tune][Bug] Large checkpoint size results in PLACEMENT_GROUP_REMOVED error bug triage

#23470 opened Mar 24, 2022 by jnpm

1 of 2 tasks

[Dask-on-Ray][Bug] Ray remote resources having unexpected {'CPU': 1.0} bug triage

#23467 opened Mar 24, 2022 by mlguruz

1 of 2 tasks

[Bug] instrumented_io_context StatsString coredump bug triage

#23458 opened Mar 24, 2022 by MissiontoMars

1 of 2 tasks

Add a warning message if options / arguments differ for Actor.options(get_if_exists=True) enhancement P2

Important issue, but not time-critical

usability-hotlist

#23455 opened Mar 24, 2022 by ericl

[Bug] Can not turn off logging to disk question tune

Tune-related issues

#23451 opened Mar 24, 2022 by kshivvy

1 of 2 tasks

[Bug][Dataset] Ray cluster becomes not responsive when dataset processing data larger than its object store P1

Issue that should be fixed within a few weeks

triage

#23450 opened Mar 24, 2022 by scv119

1 of 2 tasks

Datasets GA

[air] Dogfooding issues from Kai/Amog P1

Issue that should be fixed within a few weeks

#23449 opened Mar 24, 2022 by amogkam

4 tasks

Ray AIR

[air] [data] Dogfooding- Reading csv with ray.data fails, but works with pandas P1

Issue that should be fixed within a few weeks

#23448 opened Mar 24, 2022 by amogkam Ray AIR

[Feature] Feature Importance Plots (RLlib) enhancement rllib

RLlib related issues

#23447 opened Mar 24, 2022 by Qiwei97

1 of 2 tasks

[core] Ray actor continues running after KeyboardInterrupt in interactive environment bug

#23443 opened Mar 24, 2022 by amogkam

[runtime env] serve:test_runtime_env and serve:test_runtime_env_2 were flaky in macOS CI P2

Important issue, but not time-critical

#23441 opened Mar 23, 2022 by architkulkarni runtime_env backlog

Should add a ray[air] package that installs everything. P2

Important issue, but not time-critical

#23439 opened Mar 23, 2022 by richardliaw Ray AIR

[air] If you kill train via control C, a bunch of random error messages show up next time you run Train. P2

Important issue, but not time-critical

#23431 opened Mar 23, 2022 by richardliaw Ray AIR

[air] Logging message is not relevant to user P2

Important issue, but not time-critical

tune

Tune-related issues

#23430 opened Mar 23, 2022 by richardliaw Ray AIR

[Bug] integration test test_placement_group_5 is flakey bug P1

Issue that should be fixed within a few weeks

#23429 opened Mar 23, 2022 by scv119

1 of 2 tasks

Core Nightly Regressions

[air] Bad exception message with invalid parameter P1

Issue that should be fixed within a few weeks

#23427 opened Mar 23, 2022 by richardliaw Ray AIR

[Bug] PopulationBasedTrainingScheduler remains paused after burn_in_period when synch is True bug P1

Issue that should be fixed within a few weeks

#23424 opened Mar 23, 2022 by arsedler9

2 tasks done

[Bug][runtime-env] Failed to fetch URI gcs://_ray_pkg_23ac9932199ad6d4.zip from GCS. bug P1

Issue that should be fixed within a few weeks

#23423 opened Mar 23, 2022 by ankur6ue

2 tasks done

runtime_env backlog

[Feature][Java] Support passing RayConfig to Ray.init() enhancement java P2

Important issue, but not time-critical

#23415 opened Mar 23, 2022 by jovany-wang

[Bug] Raylet keeps crashing with segmentation fault bug triage

#23410 opened Mar 22, 2022 by mlguruz

1 of 2 tasks

Core Backlog

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