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[jobs] [Feature] Support streaming job logs to stdout/stderr

enhancementRequest for new feature and/or capabilityRequest for new feature and/or capability

observabilityIssues related to the Ray Dashboard, Logging, Metrics, Tracing, and/or ProfilingIssues related to the Ray Dashboard, Logging, Metrics, Tracing, and/or Profiling

P1Issue that should be fixed within a few weeksIssue that should be fixed within a few weeks

Status: Open.

#23564 In ray-project/ray;

· architkulkarni opened on Mar 29, 2022

[Jobs] Add job submission ID to get_runtime_context()

@external-author-action-requiredAlternate tag for PRs where the author doesn't have labeling permission.Alternate tag for PRs where the author doesn't have labeling permission.

enhancementRequest for new feature and/or capabilityRequest for new feature and/or capability

jobs

P2Important issue, but not time-criticalImportant issue, but not time-critical

Status: Open.

#28089 In ray-project/ray;

· architkulkarni opened on Aug 24, 2022

[RuntimeEnv] Solve the risk of GET /api/jobs/{job_or_submission_id}/logs OOM

enhancementRequest for new feature and/or capabilityRequest for new feature and/or capability

jobs

P2Important issue, but not time-criticalImportant issue, but not time-critical

Status: Open.

#28336 In ray-project/ray;

· Catch-Bull opened on Sep 7, 2022

[Job SDK] Enable return values after job completion

enhancementRequest for new feature and/or capabilityRequest for new feature and/or capability

jobs

Status: Open.

#28498 In ray-project/ray;

· peterghaddad opened on Sep 14, 2022

[Core] Ray Jobs: return serialized results

community-backlog

coreIssues that should be addressed in Ray CoreIssues that should be addressed in Ray Core

enhancementRequest for new feature and/or capabilityRequest for new feature and/or capability

P2Important issue, but not time-criticalImportant issue, but not time-critical

usability

Status: Open.

#29262 In ray-project/ray;

· IceKhan13 opened on Oct 12, 2022

[Dashboard] [Jobs] dashboard.py memory growth when submitting many jobs

bugSomething that is supposed to be working; but isn'tSomething that is supposed to be working; but isn't

coreIssues that should be addressed in Ray CoreIssues that should be addressed in Ray Core

jobs

P2Important issue, but not time-criticalImportant issue, but not time-critical

Status: Open.

#30152 In ray-project/ray;

· architkulkarni opened on Nov 9, 2022

[jobs] runtime_env settings are ignored in Ray job runs, env variables not merged

bugSomething that is supposed to be working; but isn'tSomething that is supposed to be working; but isn't

jobs

P1Issue that should be fixed within a few weeksIssue that should be fixed within a few weeks

Status: Open.

#31123 In ray-project/ray;

· krfricke opened on Dec 15, 2022

[Core] Job queueing mechanism

coreIssues that should be addressed in Ray CoreIssues that should be addressed in Ray Core

core-clustersFor launching and managing Ray clusters/jobs/kubernetesFor launching and managing Ray clusters/jobs/kubernetes

enhancementRequest for new feature and/or capabilityRequest for new feature and/or capability

P2Important issue, but not time-criticalImportant issue, but not time-critical

Status: Open.

#32116 In ray-project/ray;

· YQ-Wang opened on Jan 31, 2023

[Jobs] ray job submission cannot schedule Job supervisor after the head Pod restores

bugSomething that is supposed to be working; but isn'tSomething that is supposed to be working; but isn't

jobs

P1Issue that should be fixed within a few weeksIssue that should be fixed within a few weeks

Status: Open.

#32167 In ray-project/ray;

· kevin85421 opened on Feb 1, 2023

[Jobs] Specifying API server address without http:// raises unhelpful error "Unable to connect to GCS at localhost:8265"

bugSomething that is supposed to be working; but isn'tSomething that is supposed to be working; but isn't

jobs

P1Issue that should be fixed within a few weeksIssue that should be fixed within a few weeks

Status: Open.

#32736 In ray-project/ray;

· architkulkarni opened on Feb 22, 2023

[Core] specific temp-dir not work perfectly in ray 2.3, influence ray job submit to get logs, etc.

bugSomething that is supposed to be working; but isn'tSomething that is supposed to be working; but isn't

coreIssues that should be addressed in Ray CoreIssues that should be addressed in Ray Core

core-api

core-gcsRay core global control serviceRay core global control service

P2Important issue, but not time-criticalImportant issue, but not time-critical

stability

Status: Open.

#33661 In ray-project/ray;

· Basasuya opened on Mar 24, 2023

[Job] Cancel job from the dashboard UI

enhancementRequest for new feature and/or capabilityRequest for new feature and/or capability

jobs

P2Important issue, but not time-criticalImportant issue, but not time-critical

Status: Open.

#35366 In ray-project/ray;

· jjyao opened on May 15, 2023

[Job] Allow key=value syntax for metadata in Ray Job CLI and resources in Ray API

coreIssues that should be addressed in Ray CoreIssues that should be addressed in Ray Core

core-clustersFor launching and managing Ray clusters/jobs/kubernetesFor launching and managing Ray clusters/jobs/kubernetes

enhancementRequest for new feature and/or capabilityRequest for new feature and/or capability

jobs

P2Important issue, but not time-criticalImportant issue, but not time-critical

Status: Open.

#36585 In ray-project/ray;

· architkulkarni opened on Jun 20, 2023

[Job] Update metadata from within the entrypoint script

enhancementRequest for new feature and/or capabilityRequest for new feature and/or capability

jobs

P2Important issue, but not time-criticalImportant issue, but not time-critical

Status: Open.

#36638 In ray-project/ray;

· yc2984 opened on Jun 21, 2023

[Ray Core] A RayJob that is in a pending state should be cancelable.

coreIssues that should be addressed in Ray CoreIssues that should be addressed in Ray Core

core-runtime-envIssues related to Ray environment dependenciesIssues related to Ray environment dependencies

enhancementRequest for new feature and/or capabilityRequest for new feature and/or capability

jobs

P1Issue that should be fixed within a few weeksIssue that should be fixed within a few weeks

Status: Open.

#36858 In ray-project/ray;

· xiangp152 opened on Jun 27, 2023

[job] Export job success/failure to metrics

enhancementRequest for new feature and/or capabilityRequest for new feature and/or capability

jobs

P2Important issue, but not time-criticalImportant issue, but not time-critical

Status: Open.

#37279 In ray-project/ray;

· rickyyx opened on Jul 11, 2023

[jobs] Submit, Stop, and Delete Job Hanging on a Ray Cluster After a Period of Time

bugSomething that is supposed to be working; but isn'tSomething that is supposed to be working; but isn't

community-backlog

coreIssues that should be addressed in Ray CoreIssues that should be addressed in Ray Core

P2Important issue, but not time-criticalImportant issue, but not time-critical

stability

Status: Open.

#38605 In ray-project/ray;

· VishDev12 opened on Aug 18, 2023