DP-700 Ingest and Transform Data Practice Question
You have a Lakehouse with several Delta tables. You need to provide a SQL-based interface for data analysts to query this data using their existing SQL tools, but you want to ensure they do not accidentally modify the underlying files. What should you use?
⚠ Common exam trap
Candidates often select 'Lakehouse' or 'Warehouse' as the interface. While these contain the data, the SQL Analytics Endpoint is the specific, read-only gateway designed for SQL tools to query data safely.
Answer choices
Why each option matters
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
The SQL Analytics Endpoint.
The SQL Analytics Endpoint is a read-only gateway to the Delta tables in a Lakehouse. It automatically surfaces Delta tables as SQL tables, allowing users to use T-SQL for analysis while the underlying storage remains immutable through this specific interface, ensuring data integrity for analytical workloads.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
A Fabric Warehouse.
Why it's wrong here
While a Fabric Warehouse provides a full T-SQL experience, it is a separate item from a Lakehouse. Using a Warehouse would require moving or mirroring the data from the Lakehouse into the Warehouse, which creates redundancy and additional management overhead for the data engineering team.
- ✓
The SQL Analytics Endpoint.
Why this is correct
The SQL Analytics Endpoint is automatically created for every Lakehouse in Fabric. It provides a read-only T-SQL interface that allows analysts to query Delta tables using standard tools like SSMS or Power BI without the risk of modifying or deleting the source data files.
- ✗
A Spark Notebook with SQL cells.
Why it's wrong here
Spark Notebooks allow for SQL queries, but they are primarily a development environment rather than a dedicated interface for analysts. Additionally, users with access to notebooks could potentially execute commands that modify or delete data, failing the requirement to prevent accidental modifications.
- ✗
A Shortcut to a SQL Server database.
Why it's wrong here
A Shortcut to a SQL Server database allows you to view external SQL data within Fabric, but it does not provide a SQL-based interface for the data already residing in your Lakehouse. It is a data integration feature, not a query presentation layer for analysts.
About these practice questions
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JA
Written and reviewed by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
Last reviewed September 2026 · checked against the official Microsoft exam blueprint
This DP-700 practice question is part of Courseiva's free Microsoft certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the DP-700 exam.