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opendatahub-io / kubeflow-sdk / 22678882394
76%

Build:
DEFAULT BRANCH: main
Ran 04 Mar 2026 04:32PM UTC
Jobs 2
Files 72
Run time 1min
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04 Mar 2026 04:32PM UTC coverage: 68.372% (-0.09%) from 68.465%
22678882394

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fix: distributed checkpointing issues with PVC and S3 (#83)

* fix: address review comments from PR #80

* chore: update print statements for better logging for ease during debugging in distributed training settings.

* fix: race condition to delete incomplete checkpoint

- In shared RWX PVCs only global rank should delete upon resume of training.
- Update async JIT checkpoint with better mechanism to identify local rank 0. The old method was brittle.

* fix: create checkpoint markers at enqueue time with retries

 - Write per-rank incomplete markers during on_save to avoid resume races
 - Retry marker create/delete with small backoff

* fix: review comments

* fix: add retry mechanism for S3 access verification on startup in transformerTrainer init()

* fix: coderabbit comment

18 of 72 new or added lines in 2 files covered. (25.0%)

3 existing lines in 1 file now uncovered.

4825 of 7057 relevant lines covered (68.37%)

1.37 hits per line

New Missed Lines in Diff

Lines Coverage ∆ File
54
18.85
-0.44% kubeflow/trainer/rhai/transformers.py

Uncovered Existing Lines

Lines Coverage ∆ File
3
18.85
-0.44% kubeflow/trainer/rhai/transformers.py
Jobs
ID Job ID Ran Files Coverage
1 python-3.11 - 22678882394.1 04 Mar 2026 04:32PM UTC 72
68.34
GitHub Action Run
2 python-3.9 - 22678882394.2 04 Mar 2026 04:33PM UTC 72
68.37
GitHub Action Run
Source Files on build 22678882394
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