DATABRICKS-CERTIFIED-DATA-ENGINEER-ASSOCIATE · Question #10
Which of the following describes the relationship between Bronze tables and raw data?
The correct answer is E. Bronze tables contain raw data with a schema applied. In the Medallion Architecture, Bronze tables represent the first landing zone for raw ingested data. The key distinction between Bronze tables and raw data files is that Bronze tables apply a schema to the data - adding metadata such as ingestion timestamps, source file paths…
Question
Options
- ABronze tables contain less data than raw data files.
- BBronze tables contain more truthful data than raw data.
- CBronze tables contain aggregates while raw data is unaggregated.
- DBronze tables contain a less refined view of data than raw data.
- EBronze tables contain raw data with a schema applied.
How the community answered
(55 responses)- A7% (4)
- B2% (1)
- D4% (2)
- E87% (48)
Explanation
In the Medallion Architecture, Bronze tables represent the first landing zone for raw ingested data. The key distinction between Bronze tables and raw data files is that Bronze tables apply a schema to the data - adding metadata such as ingestion timestamps, source file paths, and data types - while preserving the original content as-is without filtering or transformation. Raw files (CSV, JSON, Parquet, etc.) have no enforced schema in the lakehouse context. Bronze does not reduce data volume (A), does not add truthfulness (B), does not aggregate (C), and is more refined than raw (not less, ruling out D). Answer E correctly identifies that Bronze = raw data + schema applied.
Topics
Community Discussion
No community discussion yet for this question.