[feature] Add support for a Google Cloud Strategy argument for create_custom_training_job_from_component

[leandroni]

Feature Area

/area components

What feature would you like to see?

Add support for defining which type of scheduling strategy to use (see CustomJobSpec) via a strategy parameter on v1.custom_job.create_custom_training_job_from_component

What is the use case or pain point?

For fault tolerant jobs, the user might prefer to use Spot resources to reduce google cloud costs.

Is there a workaround currently?

Without this feature the user needs to create custom jobs using workerPoolSpecs, creating a container component and calling CustomTrainingJobOp.

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[github-actions]

This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occurs. Thank you for your contributions.

[github-actions]

This issue has been automatically closed because it has not had recent activity. Please comment "/reopen" to reopen it.

[gbentim]

Part of the object
https://google-cloud-pipeline-components.readthedocs.io/en/google-cloud-pipeline-components-2.18.0/api/v1/custom_job.html#v1.custom_job.CustomTrainingJobOp

[google-oss-prow]

@gbentim: You can't reopen an issue/PR unless you authored it or you are a collaborator.

In response to this:

/reopen

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