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Microsoft Implementing Data Engineering Solutions Using Azure Databricks Sample Questions:

1. Hotspot Question
You have an Azure Databricks workspace that is enabled for Unity Catalog and contains a catalog named catalog1.
You have a group named group1.
You plan to create a schema named schema1 in catalog1.
You need to ensure that group1 meets the following requirements:
- Can create tables in schema1
- Can modify and query tables
- Cannot grant permissions for the schema and its objects
How should you complete the SQL statements? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

2. Hotspot Question
You have an Azure Databricks workspace that contains a job in Lakeflow Jobs named Job1.
Job1 contains three tasks named Task1, Task2, and Task3.
If Task1 fails, Task2 and Task3 must be prevented from running. Successfully completed tasks must NOT rerun during recovery.
You need to configure Job1 to support controlled failure handling and recovery.
What should you configure? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

3. You have an Azure Databricks workspace that is attached to a Unity Catalog metastore named metastore1, metastore1 contains a catalog named catalog1.
You need to create a new schema named schema2 that meets the following requirements:
- Is contained in catalog1
- Uses abfss://[email protected]/data as
the managed location
Which SQL statement should you execute?

A) CREATE CATALOG schema2
MANAGED LOCATION 'abfss://[email protected]/data';
B) CREATE SCHEMA catalog1.schema2
MANAGED LOCATION 'abfss://[email protected]/data';
C) CREATE SCHEMA catalog1.schema2
WITH DBPROPERTIES
(LOCATION-'abfss://[email protected]/data');
D) CREATE SCHEMA catalog1.schema2
LOCATION 'abfss://[email protected]/data';

4. Which component enforces table-level permissions in Databricks?

A) DBFS permissions
B) Cluster policy
C) Unity Catalog
D) Spark configuration

5. 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) job success
C) task success
D) a task failure

Solutions: