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Microsoft Updated DP-203 Exam Questions and Answers by mckenzie

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Microsoft DP-203 Exam Overview :

Exam Name: Data Engineering on Microsoft Azure
Exam Code: DP-203 Dumps
Vendor: Microsoft Certification: Microsoft Certified: Azure Data Engineer Associate
Questions: 347 Q&A's Shared By: mckenzie
Question 16

You are designing a security model for an Azure Synapse Analytics dedicated SQL pool that will support multiple companies. You need to ensure that users from each company can view only the data of their respective company. Which two objects should you include in the solution? Each correct answer presents part of the solution

NOTE: Each correct selection it worth one point.

Options:

A.

a custom role-based access control (RBAC) role.

B.

asymmetric keys

C.

a predicate function

D.

a column encryption key

E.

a security policy

Discussion
Question 17

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?

Options:

A.

Partition by DateTime fields.

B.

Sink to Azure Queue storage.

C.

Include a watermark column.

D.

Use a JSON format for physical data storage.

Discussion
Question 18

You need to schedule an Azure Data Factory pipeline to execute when a new file arrives in an Azure Data Lake Storage Gen2 container.

Which type of trigger should you use?

Options:

A.

on-demand

B.

tumbling window

C.

schedule

D.

storage event

Discussion
Question 19

You are creating an Azure Data Factory data flow that will ingest data from a CSV file, cast columns to specified types of data, and insert the data into a table in an Azure Synapse Analytics dedicated SQL pool. The CSV file contains columns named username, comment and date.

The data flow already contains the following:

• A source transformation

• A Derived Column transformation to set the appropriate types of data

• A sink transformation to land the data in the pool

You need to ensure that the data flow meets the following requirements;

• All valid rows must be written to the destination table.

• Truncation errors in the comment column must be avoided proactively.

• Any rows containing comment values that will cause truncation errors upon insert must be written to a file in blob storage.

Which two actions should you perform? Each correct answer presents part of the solution. NOTE: Each correct selection is worth one point

Options:

A.

Add a select transformation that selects only the rows which will cause truncation errors.

B.

Add a sink transformation that writes the rows to a file in blob storage.

C.

Add a filter transformation that filters out rows which will cause truncation errors.

D.

Add a Conditional Split transformation that separates the rows which will cause truncation errors.

Discussion
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