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DP-203 Exam Dumps

DP-203 Exam Dumps

Data Engineering on Microsoft Azure

Vendor: Microsoft

Exam Name: Data Engineering on Microsoft Azure

Questions with Answers: 303

Last Updated: 18-May-2024

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Microsoft DP-203 Exam Questions

Data Engineering on Microsoft Azure exams.

Question
DRAG DROP You need to ensure that the Twitter feed data can be analyzed in the dedicated SQL pool. The solution must meet the customer sentiment analytics requirements. Which three Transaction - SQL DDL commands should you run in sequence? To answer, move the appropriate commands from the list of commands to the answer area and arrange them in the correct order. NOTE: More than one order of answer choices is correct. You will receive credit for any of the correct orders you select. Answer: Explanation: Scenario: Allow Contoso users to use PolyBase in an Azure Synapse Analytics dedicated SQL pool to query the content of the data records that host the Twitter feeds. Data must be protected by using row - level security (RLS). The users must be authenticated by using their own Azure AD credentials. Box 1: CREATE EXTERNAL DATA SOURCE External data sources are used to connect to storage accounts. Box 2: CREATE EXTERNAL FILE FORMAT CREATE EXTERNAL FILE FORMAT creates an external file format object that defines external data stored in Azure Blob Storage or Azure Data Lake Storage. Creating an external file format is a prerequisite for creating an external table. Box 3: CREATE EXTERNAL TABLE AS SELECT When used in conjunction with the CREATE TABLE AS SELECT statement, selecting from an external table imports data into a table within the SQL pool. In addition to the COPY statement, external tables are useful for loading data. Reference: https://docs.microsoft.com/en - us/azure/synapse - analytics/sql/develop - tables - external - tables
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Question
HOTSPOT You need to design a data storage structure for the product sales transactions. The solution must meet the sales transaction dataset requirements. What should you include in the solution? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point. Answer: Explanation: 1. Replicated 2. Set the distribution column to product ID.
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Question
HOTSPOT You need to design the partitions for the product sales transactions. The solution must mee the sales transaction dataset requirements. What should you include in the solution? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point. Answer: Explanation: Box 1: Sales date Scenario: Contoso requirements for data integration include: Partition data that contains sales transaction records. Partitions must be designed to provide efficient loads by month. Boundary values must belong to the partition on the right. Box 2: An Azure Synapse Analytics Dedicated SQL pool Scenario: Contoso requirements for data integration include: Ensure that data storage costs and performance are predictable. The size of a dedicated SQL pool (formerly SQL DW) is determined by Data Warehousing Units (DWU). Dedicated SQL pool (formerly SQL DW) stores data in relational tables with columnar storage. This format significantly reduces the data storage costs, and improves query performance. Synapse analytics dedicated sql pool Reference: https://docs.microsoft.com/en - us/azure/synapse - analytics/sql - data - warehouse/sql - data - warehouse - overview - what - is
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Question
HOTSPOT You need to implement an Azure Synapse Analytics database object for storing the sales transactions dat a. The solution must meet the sales transaction dataset requirements. What solution must meet the sales transaction dataset requirements. What should you do? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point. Answer: Explanation: 1. Create Table 2. Range Right for values
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Question
You need to integrate the on - premises data sources and Azure Synapse Analytics. The solution must meet the data integration requirements. Which type of integration runtime should you use?
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