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Skills measured
- Monitor and optimize data storage and data processing (10-15%)
- Design and develop data processing (25-30%)
- Design and implement data security (10-15%)
- Design and implement data storage (40-45%)
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Microsoft Data Engineering on Microsoft Azure Sample Questions (Q15-Q20):
NEW QUESTION # 15
You have a table named SalesFact in an enterprise data warehouse in Azure Synapse Analytics. SalesFact contains sales data from the past 36 months and has the following characteristics:
Is partitioned by month
Contains one billion rows
Has clustered columnstore indexes
At the beginning of each month, you need to remove data from SalesFact that is older than 36 months as quickly as possible.
Which three actions should you perform in sequence in a stored procedure? To answer, move the appropriate actions from the list of actions to the answer area and arrange them in the correct order.
Answer:
Explanation:
Reference:
https://docs.microsoft.com/en-us/azure/sql-data-warehouse/sql-data-warehouse-tables-partition
NEW QUESTION # 16
From a website analytics system, you receive data extracts about user interactions such as downloads, link clicks, form submissions, and video plays.
The data contains the following columns.
You need to design a star schema to support analytical queries of the data. The star schema will contain four tables including a date dimension.
To which table should you add each column? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Explanation
Table Description automatically generated
Box 1: DimEvent
Box 2: DimChannel
Box 3: FactEvents
Fact tables store observations or events, and can be sales orders, stock balances, exchange rates, temperatures, etc Reference:
https://docs.microsoft.com/en-us/power-bi/guidance/star-schema
NEW QUESTION # 17
You have an Azure subscription that contains an Azure Synapse Analytics workspace named Workspaces a Log Analytics workspace named Workspace2, and an Azure Data Lake Storage Gen2 container named Container1.
Workspace1 contains an Apache Spark job named Job1 that writes data to Container1. Workspace1 sends diagnostics to Workspace2.
From Synapse Studio, you submit Job1.
What should you use to review the LogQuery output of the job?
- A. the Apache Spark applications option on the Monitor tab
- B. the files in the result subfolder of Container1
- C. a table in Workspace2
- D. the Spark monitoring URL returned after Job1 is submitted
Answer: A
NEW QUESTION # 18
You have a trigger in Azure Data Factory configured as shown in the following exhibit.
Use the drop-down menus to select the answer choice that completes each statement based upon the information presented in the graphic.
Answer:
Explanation:
Explanation:
NEW QUESTION # 19
You have an Azure subscription that contains an Azure Synapse Analytics dedicated SQL pool named SQLPool1.
SQLPool1 is currently paused.
You need to restore the current state of SQLPool1 to a new SQL pool.
What should you do first?
- A. Create a user-defined restore point.
- B. Create a workspace.
- C. Resume SQLPool1.
- D. Create a new SQL pool.
Answer: A
Explanation:
Reference:
https://docs.microsoft.com/en-us/azure/synapse-analytics/sql-data-warehouse/sql-data-warehouse-restore-active-paused-dw
NEW QUESTION # 20
......
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