kubeflow/sdk

Refactor Spark options API to clearly distinguish SparkApplication and SparkConnect options

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#720 创建于 2026年8月4日

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area/sparkgood first issuehelp wantedkind/feature

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描述

Summary

The current Spark options API exposes options through a common entry point even though some options are only applicable to SparkConnect (for example PodTemplateOverride). This can make it difficult for users to determine which options are supported by submit_job() versus connect().

Refactor the options API and documentation to provide a clearer, more consistent experience while preserving existing functionality.

Ref - https://github.com/kubeflow/sdk/pull/685#pullrequestreview-4859037596

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