feat: Implement Training Options pattern for flexible TrainJob customization#91

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abhijeet-dhumal wants to merge 7 commits intokubeflow:mainfrom

abhijeet-dhumal:add-labels-annotations-support#87

Commits on Oct 23, 2025

Add simplified Training Options for TrainJob labels, annotations and podSpecOverride
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Implement mixin-based options architecture (KubernetesCompatible, LocalProcessCompatible)
abhijeet-dhumal
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Replace compatibility_mixin property with abstract validate_options and Option protocol
abhijeet-dhumal
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fix: Forward podSpecOverrides to TrainJob API in KubernetesBackend.train()
abhijeet-dhumal
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fix: Replace PodSpecOverride with PodTemplateOverride API and add container overrides
abhijeet-dhumal
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refactor: consolidate training options into centralized package
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feat: add spec-level labels and annotations options for derivative JobSet/Jobs labels
abhijeet-dhumal
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