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Databricks-Certified-Professional-Data-Engineer Exam Dumps : Databricks Certified Data Engineer Professional Exam

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Databricks Certified Data Engineer Professional Exam Questions and Answers

Question 1

When scheduling Structured Streaming jobs for production, which configuration automatically recovers from query failures and keeps costs low?

Options:

A.

Cluster: New Job Cluster;

Retries: Unlimited;

Maximum Concurrent Runs: Unlimited

B.

Cluster: New Job Cluster;

Retries: None;

Maximum Concurrent Runs: 1

C.

Cluster: Existing All-Purpose Cluster;

Retries: Unlimited;

Maximum Concurrent Runs: 1

D.

Cluster: New Job Cluster;

Retries: Unlimited;

Maximum Concurrent Runs: 1

E.

Cluster: Existing All-Purpose Cluster;

Retries: None;

Maximum Concurrent Runs: 1

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Question 2

A DLT pipeline includes the following streaming tables:

Raw_lot ingest raw device measurement data from a heart rate tracking device.

Bgm_stats incrementally computes user statistics based on BPM measurements from raw_lot.

How can the data engineer configure this pipeline to be able to retain manually deleted or updated records in the raw_iot table while recomputing the downstream table when a pipeline update is run?

Options:

A.

Set the skipChangeCommits flag to true on bpm_stats

B.

Set the SkipChangeCommits flag to true raw_lot

C.

Set the pipelines, reset, allowed property to false on bpm_stats

D.

Set the pipelines, reset, allowed property to false on raw_iot

Question 3

Although the Databricks Utilities Secrets module provides tools to store sensitive credentials and avoid accidentally displaying them in plain text users should still be careful with which credentials are stored here and which users have access to using these secrets.

Which statement describes a limitation of Databricks Secrets?

Options:

A.

Because the SHA256 hash is used to obfuscate stored secrets, reversing this hash will display the value in plain text.

B.

Account administrators can see all secrets in plain text by logging on to the Databricks Accounts console.

C.

Secrets are stored in an administrators-only table within the Hive Metastore; database administrators have permission to query this table by default.

D.

Iterating through a stored secret and printing each character will display secret contents in plain text.

E.

The Databricks REST API can be used to list secrets in plain text if the personal access token has proper credentials.