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Certified Data Engineer Associate Exam - Question 79


Which of the following queries is performing a streaming hop from raw data to a Bronze table?

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Correct Answer: E

This query is performing a streaming hop from raw data to a Bronze table because it reads from a raw data source using 'readStream' and writes to a table using 'writeStream'. The Bronze table in a medallion architecture typically contains raw data, and the query must involve streaming data in real-time, which is indicated by 'readStream' and 'writeStream' in the query.

Discussion

5 comments
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mokraniOption: E
Nov 7, 2023

answer E: Raw to Bronze is simply an integration of source data in the lakehouse without any schema needed nor extra operationss (e;g filtering, aggregation, joins etc..) Please refer to this Medaillon Architecture article https://www.databricks.com/glossary/medallion-architecture

HelixAbdu
Jul 16, 2024

Yes E is correct. But There are filtering or aggregation in silver layer . We need to check if it have readstream and writestream

55f31c8Option: E
Nov 30, 2023

https://docs.databricks.com/en/lakehouse/medallion.html#ingest-raw-data-to-the-bronze-layer

AndreFROption: A
Dec 20, 2023

sourcename is “rawSalesLocation” (bronze tables contain raw data) and code includes “readStream” to indicate that it is a streaming hop

sodereOption: B
Nov 4, 2023

Answer is B

hsks
Nov 5, 2023

Answer should be E. Filtering and cleaning usually happens from bronze to silver layer

HelixAbdu
Jul 16, 2024

I think we should have read stream and writestream that should the important point

benni_aleOption: E
Apr 29, 2024

E is ok , all others are incorrect