DATABRICKS-DEP Question 12

Community Discussion

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• Chose A0

  - Correct answer : A — Declare `warehouse_size` once under the top-level `variables` block, then override it under `targets.dev.variables` and `targets.prod.variables` with the size for each. A . Declaring the variable once and overriding it per target is the intended pattern for values that should differ by environment; the job definition stays single-sourced while `dev` and `prod` each substitute their own size at deploy time. B . Splitting into two differently named variables and picking between them based on the git branch adds indirection the bundle format does not need, since target-scoped variable overrides already solve this without branch-sensitive logic in the job definition. C . Maintaining two near-duplicate job files defeats the goal of a single definition; `include:` also loads all matched files unconditionally rather than selecting one based on the active target. D . The `artifacts` block configures how build artifacts like wheels are produced; it does not host bundle variables, and variable overrides belong under each target's `variables` key instead.