Microsoft Azure

Microsoft Certified: Fabric Data Engineer Associate

DP-700

Achieve the Fabric Data Engineer Associate certification with the DP-700 exam.

150 questions 0 views Free
Start Mock Test Timed · Full-length · Scored

Questions 31–40 of 150

Q31

Which service provides data integration in Azure Fabric?

  • A Azure Data Factory
  • B Azure Stream Analytics
  • C Azure Data Lake Storage
  • D Azure SQL Database
Explanation Azure Data Factory specifically handles data integration and orchestration, while the others serve different purposes.
Q32

A company needs to enable real-time data analytics for customer interactions. Which Azure service should they use?

  • A Azure Cosmos DB
  • B Azure Event Hubs
  • C Azure Blob Storage
  • D Azure Data Lake Analytics
Explanation Azure Event Hubs is designed for processing real-time data streams, unlike the other options that are more for storage or batch processing.
Q33

You are configuring Azure Synapse Analytics for a large dataset. What happens when the resource allocation is insufficient?

  • A Performance improves automatically
  • B Queries may fail or timeout
  • C More costs are incurred automatically
  • D Data backup stops functioning
Explanation Insufficient resource allocation leads to query failures or timeouts due to performance bottlenecks, while the other options are not accurate descriptions of this condition.
Q34

Which service is used for Azure data integration?

  • A Azure Data Factory
  • B Azure Blob Storage
  • C Azure SQL Database
  • D Azure Functions
Explanation Azure Data Factory is specifically for data integration tasks, while the others serve different functions.
Q35

A company needs to store semi-structured data efficiently. Which service should they choose?

  • A Azure SQL Database
  • B Azure Cosmos DB
  • C Azure Table Storage
  • D Azure Blob Storage
Explanation Azure Cosmos DB is designed for semi-structured data, while the others are not optimized for this type of storage.
Q36

What happens when you delete a pipeline in Azure Data Factory?

  • A Metadata is retained for future use.
  • B All data in the pipeline is lost.
  • C The pipeline is moved to Trash.
  • D It gets archived automatically.
Explanation The metadata is retained even after the deletion, unlike the misconception that all data is lost.
Q37

Which service should be used for data integration in Azure Synapse?

  • A Azure Data Factory
  • B Azure Databricks
  • C Power BI
  • D Azure Logic Apps
Explanation Azure Data Factory is designed for data integration, while others serve different purposes.
Q38

A company needs to monitor workloads and dependencies in Azure Synapse. What is the best approach?

  • A Use Azure Monitor
  • B Configure SQL alerts
  • C Check Azure Logs manually
  • D Use Power BI only
Explanation Azure Monitor provides comprehensive monitoring and insights, whereas the others lack depth.
Q39

You are configuring access to Azure Data Lake. What happens if you assign both Reader and Contributor roles?

  • A The user has both permissions
  • B Permissions reset to None
  • C Only Reader permissions apply
  • D Access is denied
Explanation Multiple roles accumulate permissions, granting full access.
Q40

Which service best manages data in Azure Fabric?

  • A Data Factory
  • B Data Lake Storage
  • C Azure Synapse Analytics
  • D Azure Blob Storage
Explanation Azure Synapse Analytics integrates big data and data warehousing for manageability.