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Microsoft Implementing Data Engineering Solutions Using Azure Databricks Sample Questions:

1. What ensures failure recovery in Databricks Structured Streaming?

A) Partition pruning
B) Checkpointing
C) Broadcast joins
D) Auto scaling

2. You have an Azure Databricks workspace that is enabled for Unity Catalog and contains two catalogs named Catalog1 and Catalog2.
An external application uses a service principal named SP1 to connect to a SQL warehouse.
You need to ensure that SP1 can query the data in Catalog1 and Catalog2. The solution must follow the principle of least privilege.
Which permissions should you grant to SP1 for the catalogs?

A) USE SCHEMA and SELECT
B) USE CATALOG, USE SCHEMA, and SELECT
C) USE CATALOG and USE SCHEMA
D) USE CATALOG and SELECT

3. Drag and Drop Question
You have an Azure Databricks workspace that is enabled for Unity Catalog and contains a catalog named finance, finance contains two schemas named default and procurement.
You need to create a table named assets in the procurement schema, assets must contain the following columns:
- asset_id
- asset_type
- asset_name
How should you complete the SQL statement? To answer, drag the appropriate values to the correct targets. Each value may be used once, more than once, or not at all. You may need to drag the split bar between panes or scroll to view content.
NOTE: Each correct selection is worth one point.

4. You have an Azure Databricks workspace that contains a job in Lakeflow Jobs named Job1. Job1 contains multiple tasks.
Failures of non-critical tasks must be logged but must NOT trigger notifications. Notifications must be triggered only when critical tasks have failed, and Job1 has completed.
You need to configure the job alerting behavior.
What should trigger a notification?

A) a job failure
B) task success
C) a task failure
D) job success

5. You need to deploy Databricks Asset Bundles to a development environment. The solution must support automated and repeatable deployments across environments. What should you use?

A) the Databricks CLI
B) the Jobs UI
C) Git folders
D) the Databricks SDK for Python

Solutions: