Improve run template UX

[schustmi]

Describe changes

This PR contains some UX improvements for run templates, mostly aimed towards the UX when running a template from the dashboard:

• Exclude None and default (=empty) values from the run config template. This makes the text editor when running a template from the UI much more useful as it only contains relevant information.
• Only include configuration options for each step that were actually configured on the step, not if the step inherited those configurations from the pipeline.
  • Previously, a setting on the pipeline would be replicated and shown in the template UI for all steps.
  • This was because we stored the step configuration in the database with the pipeline configuration already applied. This PR changes that and instead stores both the raw, unmerged step configuration as well as the merged one in the database.
  • Caveat: Similar to our client pipeline configuration methods, we consider None values as not set and ignore them, which means there will be no way to "unset" a value when triggering a template. It is for example not possible to remove a failure hook source that was set for the run from which the template was created.
• Add an environment variable that can be used to configure the runner parent image.

Breaking changes:

• A new step_config_overrides attribute was added to a pydantic class which does not allow extra attributes. This means this change will be incompatible with different client and server versions.

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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[AlexejPenner]

just thought this was a bit confusing