Exam Name: Databricks Certified Data Engineer Associate Exam
Certification Provider: Databricks
Corresponding Certification: Databricks Certification
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- Total Questions: 322
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Reference: https://www.databricks.com/learn/certification/data-engineer-associate
Databricks Certified Data Engineer Associate Sample Questions:
A data provider must share a live Delta table with an external partner who uses an open-source Spark environment outside Databricks, without copying the data.
Which feature should be used?
- A. Delta Sharing with a recipient and share
- B. A Unity Catalog external location with a storage credential granted to the partner
- C. A materialized view exported as Parquet and delivered by SFTP
- D. A deep clone written to a partner-owned S3 bucket nightly
Correct Answer: A 🗳️
Explanation: Only visible for Fast2test members. You can sign-up / login (it's free).
A Lakeflow Jobs workflow fails at the last task because of an error in a notebook task. This workflow is scheduled to run daily. The data engineer fixes the notebook and wants to rerun the pipeline. This workflow is very compute-intensive and expensive to run. Which action should the data engineer take in order to minimize downtime and compute cost?
- A. Repair run
- B. Switch to another cluster
- C. Re-run the entire workflow
- D. Restart the cluster
Correct Answer: A 🗳️
Explanation: Only visible for Fast2test members. You can sign-up / login (it's free).
A data engineer wants to create a relational object by pulling data from two tables. The relational object does not need to be used by other data engineers in other sessions. In order to save on storage costs, the data engineer wants to avoid copying and storing physical data.
Which of the following relational objects should the data engineer create?
- A. Spark SQL Table
- B. Database
- C. Delta Table
- D. View
- E. Temporary view
Correct Answer: E 🗳️
A data engineer needs to read files from cloud object storage into a Spark DataFrame in Databricks. The files are stored in CSV format with headers and comma delimiters. Which Spark DataFrame reader option ensures that column names are correctly inferred from the first row?
- A. header
- B. delimiter
- C. mode
- D. inferSchema
Correct Answer: A 🗳️
A data engineer wants to analyze historical versions of a Delta table to debug a data quality issue. The engineer needs to query the table as it existed two days ago. Which Delta Lake feature allows querying older snapshots of a table?
- A. Time Travel
- B. VACUUM
- C. Z-Ordering
- D. OPTIMIZE
Correct Answer: A 🗳️
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