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Databricks-Certified-Data-Engineer-Associate Dumps With Exact Questions and Answers

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Databricks-Certified-Data-Engineer-Associate Questions and Answers

Question # 1

A data analyst has created a Delta table sales that is used by the entire data analysis team. They want help from the data engineering team to implement a series of tests to ensure the data is clean. However, the data engineering team uses Python for its tests rather than SQL.

Which of the following commands could the data engineering team use to access sales in PySpark?

A.

SELECT * FROM sales

B.

There is no way to share data between PySpark and SQL.

C.

spark.sql("sales")

D.

spark.delta.table("sales")

E.

spark.table("sales")

Question # 2

In order for Structured Streaming to reliably track the exact progress of the processing so that it can handle any kind of failure by restarting and/or reprocessing, which of the following two approaches is used by Spark to record the offset range of the data being processed in each trigger?

A.

Checkpointing and Write-ahead Logs

B.

Structured Streaming cannot record the offset range of the data being processed in each trigger.

C.

Replayable Sources and Idempotent Sinks

D.

Write-ahead Logs and Idempotent Sinks

E.

Checkpointing and Idempotent Sinks

Question # 3

Which of the following describes the relationship between Bronze tables and raw data?

A.

Bronze tables contain less data than raw data files.

B.

Bronze tables contain more truthful data than raw data.

C.

Bronze tables contain aggregates while raw data is unaggregated.

D.

Bronze tables contain a less refined view of data than raw data.

E.

Bronze tables contain raw data with a schema applied.

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