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Microsoft Implementing Data Engineering Solutions Using Azure Databricks Sample Questions:

1. Which Azure service is best integrated with Databricks Unity Catalog for centralized data governance?

A) Azure DevTest Labs
B) Azure Key Vault
C) Azure Automation
D) Microsoft Purview

2. Which operation guarantees ACID compliance in Delta Lake?

A) Delta transaction log
B) INSERT OVERWRITE
C) Spark RDD transformation
D) Direct file append

3. You have an Azure Databricks workspace named Workspace1.
You create a compute cluster named Cluster1 that will be used to ingest data.
You need to install the required libraries on Cluster1. The solution must use Unity Catalog for access control.
What should you do?

A) Upload the libraries to Workspace1 and install the libraries on Cluster1.
B) Create a custom dependency management script and run the script from a Databricks notebook.
C) Install the libraries by using pip3.
D) Install the libraries on Cluster1 and manually restart the cluster.

4. You have an Azure Databricks workspace named Workspace1 that uses a Git repository. The repository contains a Databricks notebook named Notebook1.
From the main branch, you create a feature branch named Branch1 and commit changes to Notebook1. Another user commits changes to Notebook1 in main.
When you attempt to merge Branch1 into main, the merge fails due to conflicts.
You need to merge Branch1 into the main branch. The solution must ensure that Notebook1 includes all the changes from both the branches.
What should you do?

A) Apply the main branch changes to Branch1 and resolve the conflicts.
B) From Workspace1, clone Branch1 as a new repository.
C) From Workspace1, clone the main branch as a new repository.
D) Apply the changes directly to the main branch.

5. Hotspot Question
You have an Azure Databricks workspace that is enabled for Unity Catalog.
You plan to run the following PySpark code.

Solutions: