[helm] Independent setting of memory resources for migration pods

[wjayesh]

Describe changes

I implemented additional helm values that can be used to set memory requests and limits for the migration pods. This will support setting these values to a higher value than the server pods. This is important because in some cases, the migration process consumes a lot of memory and we don't necessarily want to also increase memory allotment for our ZenML server pods just to accommodate this one-off job.

Sister PRs:

• on the infra repo: https://github.com/zenml-io/zenml-cloud-infra/pull/80
• on the cloud api repo: https://github.com/zenml-io/zenml-cloud-api/pull/308

Pre-requisites

Please ensure you have done the following:

• I have read the CONTRIBUTING.md document.
• I have added tests to cover my changes.
• I have based my new branch on develop and the open PR is targeting develop. If your branch wasn't based on develop read Contribution guide on rebasing branch to develop.
• IMPORTANT: I made sure that my changes are reflected properly in the following resources:
  • ZenML Docs
  • Dashboard: Needs to be communicated to the frontend team.
  • Templates: Might need adjustments (that are not reflected in the template tests) in case of non-breaking changes and deprecations.
  • Projects: Depending on the version dependencies, different projects might get affected.

Types of changes

• Bug fix (non-breaking change which fixes an issue)
• New feature (non-breaking change which adds functionality)
• Breaking change (fix or feature that would cause existing functionality to change)
• Other (add details above)

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[stefannica]

one minor improvement, otherwise looks good

[stefannica]

can you use .Values.resources if not set or empty ? and update the comment in values.yaml to document this please ?