Microsoft DP-750

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Microsoft DP-750 Exam Syllabus Topics:

Microsoft Implementing Data Engineering Solutions Using Azure Databricks Sample Questions:

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

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

2. You have an Azure Databticks workspace that is enabled for Unity Catalog and contains a catalog named catalog1.
You have a group named group!
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.

3. You have an Azure Databricks workspace that is enabled for Unity Catalog and contains a managed Delta table named Sales. Sales stores transaction data and contains the following columns:
* transactionjd (string)
* transaction date (date)
* amount (decimal)
You need to implement the following data quality requirements by using table-level data quality enforcement:
* amount must be greater than 0.
* transaction id must never be null.
* Invalid records must be rejected when data is written to the Sales table.
What should you do?

A) Configure row-level security (RLS) where transactionjd is null or amount is less than or equal to 0.
B) Add a not null constraint to transactionjd and a check constraint to amount.
C) Use a select statement with where conditions to validate the data before querying.
D) Create a view that filters out rows where transactionjd is null or amount is less than or equal to 0.

4. 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 Azure Developer CLI (azd)
C) Git folders
D) the Azure Command-Line Interface (CLI)

5. You have an Azure Databricks workspace.
You have an Apache Spark Structured Streaming job named Job! that processes data continuously and fails periodically due to transient errors You need to ensure that Job! meets the following requirements
* Resumes processing from the point that Job1 failed
* Minimizes how long it takes to restart Job!
* Minimizes the costs to restart Job!
What should you do?

A) Add an alert and manually restart Job1.
B) Increase the minimum number of nodes in the cluster
C) Implement checkpointing.
D) Decrease the retry interval.

Solutions: