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Databricks Certified Data Engineer Associate · Databricks
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- Correct answer : A — Start with the most managed layer available, such as a managed connector, and drop to less-managed layers only if requirements aren't met. A . The recommended strategy is a layered approach: begin with the most managed option, such as a managed connector, and only move to standard, community, or custom options if that layer cannot meet the requirements. B . Building a custom connector before checking whether a managed or standard connector already covers the source inverts the recommended order and adds unnecessary engineering effort. C . Defaulting to a community connector regardless of whether a managed connector already supports the source skips the more automated, better-supported layer that should be tried first. D . Auto Loader is a strong fit for cloud object storage ingestion specifically, not a universal default for every source type such as SaaS applications or databases.