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Kubeflow Trainer SDK should not fail when a TrainJob uses a custom Kubernetes resource

kind/bug

needs-triage

Status: Open.

#516 In kubeflow/sdk;

· LedWork opened on Jun 1, 2026

Mismatch between SparkConnect SDK and operator service name fallback

area/spark

kind/bug

needs-triage

Status: Open.

#515 In kubeflow/sdk;

· tariq-hasan opened on May 30, 2026

[Feature] SparkClient.write_to_cache: direct write to Trainer data cache

kind/feature

needs-triage

Status: Open.

#510 In kubeflow/sdk;

· Shekharrajak opened on May 26, 2026

update_overrides.py drops Security overrides header on repeated runs

area/security

good first issueGood for newcomersGood for newcomers

help wantedExtra attention is neededExtra attention is needed

kind/bug

needs-triage

Status: Open.

#502 In kubeflow/sdk;

· yogarajalakshmi-s opened on May 25, 2026

examples/spark: Add Iceberg + MinIO integration example

area/spark

Status: Open.

#500 In kubeflow/sdk;

· digvijay-y opened on May 24, 2026

Make RuntimeTrainer.image optional when image is provided via CustomTrainer / CustomTrainerContainer

area/trainer

kind/feature

Status: Open.

#494 In kubeflow/sdk;

· kliushenkov opened on May 15, 2026

Pass kind in TrainJob runtimeRef when creating jobs from SparkClient / TrainerClient

area/trainer

kind/feature

Status: Open.

#493 In kubeflow/sdk;

· kliushenkov opened on May 15, 2026

Spark Connect local example fails during SDK-managed port-forward

Status: Open.

#492 In kubeflow/sdk;

· Goku2099 opened on May 15, 2026

Add AddConnectJar option for SparkClient instead of hardcoding Spark Connect JARs

area/spark

kind/feature

needs-triage

Status: Open.

#491 In kubeflow/sdk;

· kliushenkov opened on May 15, 2026

Fix in-cluster Spark Connect URL: use .svc instead of .svc.cluster.local

area/spark

kind/bug

needs-triage

Status: Open.

#490 In kubeflow/sdk;

· kliushenkov opened on May 15, 2026

Add DynamicAllocation support to SparkClient

area/spark

kind/feature

needs-triage

Status: Open.

#489 In kubeflow/sdk;

· kliushenkov opened on May 15, 2026

SparkClient: Example in Kubeflow/Kale

area/spark

Status: Open.

#483 In kubeflow/sdk;

· Shekharrajak opened on May 5, 2026