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Updated: Jun 12, 2026

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SAP Certified Associate - Data Engineer - SAP BW/4HANA Sample Questions:

1. You define a remote subscription of type UPSERT in an SAP HANA Smart Data Integration (SDI) real-time update scenario.
Which fields are added to the DataSource automatically? Note: There are 3 correct answers to this question.

A) SDI_CHANGE_TIME
B) SDI_CHANGE_TYPE
C) SDI_ENTITY_COUNTER
D) SDI_RECORD_MODE
E) SDI_CHANGE_SEQUENCE


2. You want to build a web-based dashboard with interactive visualizations using scripting. Which SAP tool can you use to create this?

A) SAP Crystal Reports
B) SAP BusinessObjects Web Intelligence
C) SAP Analytics Cloud
D) SAP Smart Business Cockpits


3. You want to build an SAP HANA HDI calculation view of data category CUBE, but you get a "no measure defined" error. For the business requirement, a measure does not make sense.
Besides changing the data category to DIMENSION, what do you have to do?

A) Switch from an aggregation node to a star join node.
B) Switch from an aggregation node to a projection node.
C) Switch from a projection node to an aggregation node.
D) Switch from a projection node to a star join node.


4. You want to create an HDI Calculation View (data category Dimension) and integrate it into an HDI Calculation View (data category Cube with Star Join) of the same HDI container.
What is the first required step you need to take?

A) Create a synonym for the HDI Calculation View (data category Cube with Star Join).
B) Create and build the HDI Calculation View (data category Dimension).
C) Create a synonym for the HDI Calculation View (data category Dimension).
D) Create and build the HDI Calculation View (data category Cube with Star Join).


5. Where is the button that automatically generates a process chain?

A) In the app called Process Chain Editor
B) In the editor of a data flow object
C) In the editor of a data transfer process
D) In the SAP GUI transaction for Process Chain Maintenance


Solutions:

Question # 1
Answer: A,B,D
Question # 2
Answer: C
Question # 3
Answer: C
Question # 4
Answer: B
Question # 5
Answer: B

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