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[Backlog] Add Delta Sharing and Collaboration cost estimation #53

Description

@CheeYuTan

Summary

Add first-class estimation for the Delta Sharing and Collaboration products listed in the Databricks Platform pricing catalog.

Scope

  • Research the current billable components for View Sharing, Delta Sharing from SAP Business Data Cloud, and other collaboration offerings in this pricing group.
  • Separate provider-side, recipient-side, compute, storage, and data-transfer costs where billing responsibility differs.
  • Model practical inputs such as shares/recipients, monthly data volume, refresh/query activity, or capacity units only where official pricing supports them.
  • Do not invent rates for free or contract-only capabilities.

Acceptance criteria

  • Add supported workload/component types, calculation APIs, and frontend forms.
  • Resolve exact regional SKU pricing without cross-region fallback.
  • Persist all inputs in workload_config; no database schema migration.
  • Show transparent usage → billing units → rate → cost formulas.
  • Include AI-assisted estimate creation, cloning, and Excel export.
  • Explain additive compute, storage, and transfer costs in the UI.
  • Add calculation, validation, persistence, parity, and export tests.
  • Validate assumptions against current official pricing before release.

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