A data provider wants to share a dataset with a partner. The partner needs to receive updates automatically, but the provider is concerned about the partner sharing the data with others. The provider also wants to revoke access at any time. Which approach best meets these requirements?

Publish the dataset to the Databricks Marketplace.

Use Delta Sharing with a share that the partner can access, and revoke the share when needed.

Copy the data to the partner's S3 bucket on a schedule.

Use Auto Loader to send the data to the partner.

What is the primary purpose of Auto Loader in Databricks?

To share data with external organizations

To transform data using Spark SQL

To create visualizations from data

To incrementally ingest new data files from cloud storage as they arrive

What is the primary purpose of mounting an S3 bucket in Databricks?

To encrypt the data in the bucket

To make the bucket appear as a local file system path in Databricks

To automatically replicate data to multiple regions

To increase the storage capacity of the Databricks cluster

A company wants to use a dataset from the Databricks Marketplace. The dataset is provided by a third party and is updated monthly. The company wants to ensure they always have the latest version without manual intervention. What should they do?

Import the dataset from the Marketplace and set up a scheduled job to check for and apply updates.

Manually download the dataset each month from the Marketplace.

Use Delta Sharing to receive updates from the provider.

Use Auto Loader to ingest the dataset from the Marketplace.

DatabricksCertified Data Analyst Associate

Domain 3Objective 1

Explain the Approaches for Bringing Data into Databricks, Covering Ingestion from S3, Data Sharing with External Systems via Delta Sharing, API-driven Data Intake, the Auto Loader Feature, and Marketplace. DATA-ANALYST-ASSOCIATE Practice Questions (Page 3)

Part of the Section 3: Importing Data domain, which makes up ~3% of our current practice bank. Databricks does not publish an official question count, but from its 90-minute exam (~35–60 total, ~1–2 in this domain), expect 1–1 from this objective — we provide 20 practice questions to prepare you well beyond it. (estimate)

20questions here

4free pages

5concepts

Questions 11–15

11expert · hard
A data provider wants to share a dataset with a partner. The partner needs to receive updates automatically, but the provider is concerned about the partner sharing the data with others. The provider also wants to revoke access at any time. Which approach best meets these requirements?
Select an answer first
12foundation · easy
What is the primary purpose of Auto Loader in Databricks?
Select an answer first
13foundation · easy
Which Databricks feature allows sharing a live table with an external organization without copying the underlying data?
Select an answer first
14foundation · easy
What is the primary purpose of mounting an S3 bucket in Databricks?
Select an answer first
15expert · hard
A company wants to use a dataset from the Databricks Marketplace. The dataset is provided by a third party and is updated monthly. The company wants to ensure they always have the latest version without manual intervention. What should they do?
Select an answer first

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