DP-600 · Question #159
You plan to use Fabric to store data. You need to create a data store that supports the following: - Writing data by using T-SQL - Multi-table transactions - Dynamic data masking Which type of data…
The correct answer is C. warehouse. A Fabric Warehouse is the appropriate data store type for requirements including T-SQL writing, multi-table transactions, and dynamic data masking, as it provides a fully transactional SQL engine with advanced security features.
Question
You plan to use Fabric to store data. You need to create a data store that supports the following:
- Writing data by using T-SQL
- Multi-table transactions
- Dynamic data masking
Which type of data store should you create?
Options
- AKQL database
- Blakehouse
- Cwarehouse
- Dsemantic model
How the community answered
(33 responses)- A12% (4)
- B6% (2)
- C79% (26)
- D3% (1)
Why each option
A Fabric Warehouse is the appropriate data store type for requirements including T-SQL writing, multi-table transactions, and dynamic data masking, as it provides a fully transactional SQL engine with advanced security features.
A KQL database is optimized for large-scale telemetry and log data analytics using Kusto Query Language (KQL) and does not primarily support T-SQL writing, multi-table transactions, or dynamic data masking as core features.
While a Lakehouse supports T-SQL for querying and some operations, its primary transactional layer is often focused on single-table operations via Delta Lake, and it does not inherently offer full multi-table ACID transactions or dynamic data masking in the same way a dedicated relational warehouse does.
A Fabric Warehouse offers full T-SQL support for data writing, provides comprehensive ACID multi-table transaction capabilities, and natively supports advanced security features like Dynamic Data Masking, perfectly aligning with all specified requirements for a robust relational data store.
A semantic model is used for data modeling and reporting, providing a structured view over data for analytics, but it is not a data storage mechanism that supports T-SQL writing, transactions, or dynamic data masking.
Concept tested: Fabric data store capabilities (Warehouse)
Source: https://learn.microsoft.com/en-us/fabric/data-warehouse/create-warehouse
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