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Microsoft Data Engineering on Microsoft Azure Sample Questions (Q190-Q195):
NEW QUESTION # 190
You are designing an Azure Synapse Analytics workspace.
You need to recommend a solution to provide double encryption of all the data at rest.
Which two components should you include in the recommendation? Each coned answer presents part of the solution NOTE: Each correct selection is worth one point.
- A. an Azure Policy initiative
- B. an RSA key
- C. an Azure key vault that has purge protection enabled
- D. an Azure virtual network that has a network security group (NSG)
- E. an X509 certificate
Answer: D,E
NEW QUESTION # 191
You have an Azure data solution that contains an enterprise data warehouse in Azure Synapse Analytics named DW1.
Several users execute ad hoc queries to DW1 concurrently.
You regularly perform automated data loads to DW1.
You need to ensure that the automated data loads have enough memory available to complete quickly and successfully when the adhoc queries run.
What should you do?
- A. Assign a larger resource class to the automated data load queries.
- B. Assign a smaller resource class to the automated data load queries.
- C. Create sampled statistics for every column in each table of DW1.
- D. Hash distribute the large fact tables in DW1 before performing the automated data loads.
Answer: A
NEW QUESTION # 192
You have a SQL pool in Azure Synapse that contains a table named dbo.Customers. The table contains a column name Email.
You need to prevent nonadministrative users from seeing the full email addresses in the Email column. The users must see values in a format of [email protected] instead.
What should you do?
- A. From the Azure portal, set a sensitivity classification of Confidential for the Email column.
- B. From Microsoft SQL Server Management studio, grant the SELECT permission to the users for all the columns in the dbo.Customers table except Email.
- C. From Microsoft SQL Server Management Studio, set an email mask on the Email column.
- D. From the Azure portal, set a mask on the Email column.
Answer: A
Explanation:
Explanation
From Microsoft SQL Server Management Studio, set an email mask on the Email column. This is because
"This feature cannot be set using portal for Azure Synapse (use PowerShell or REST API) or SQL Managed Instance." So use Create table statement with Masking e.g. CREATE TABLE Membership (MemberID int IDENTITY PRIMARY KEY, FirstName varchar(100) MASKED WITH (FUNCTION =
'partial(1,"XXXXXXX",0)') NULL, . .
https://docs.microsoft.com/en-us/azure/azure-sql/database/dynamic-data-masking-overview upvoted 24 times
NEW QUESTION # 193
You need to output files from Azure Data Factory.
Which file format should you use for each type of output? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Reference:
https://www.datanami.com/2018/05/16/big-data-file-formats-demystified
NEW QUESTION # 194
You are designing an Azure Databricks table. The table will ingest an average of 20 million streaming events per day.
You need to persist the events in the table for use in incremental load pipeline jobs in Azure Databricks. The solution must minimize storage costs and incremental load times.
What should you include in the solution?
- A. Partition by DateTime fields.
- B. Sink to Azure Queue storage.
- C. Use a JSON format for physical data storage.
- D. Include a watermark column.
Answer: A
Explanation:
The Databricks ABS-AQS connector uses Azure Queue Storage (AQS) to provide an optimized file source that lets you find new files written to an Azure Blob storage (ABS) container without repeatedly listing all of the files.
This provides two major advantages:
Lower latency: no need to list nested directory structures on ABS, which is slow and resource intensive.
Lower costs: no more costly LIST API requests made to ABS.
Reference:
https://docs.microsoft.com/en-us/azure/databricks/spark/latest/structured-streaming/aqs
NEW QUESTION # 195
......
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