SAP Certified Associate - Data Engineer - SAP BW/4HANA
Last Update Sep 13, 2025
Total Questions : 80
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For a report, you would like to highlight the deviation from predefined threshold values for a key figure.Which BW query feature do you use?
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 correctanswers to this question.
You create an SAP HANA HDI Calculation View.What are some of the reasons to choose the data category Cube with Star Join instead of data category Dimension? Note: There are 3 correctanswers to this question.
When loading master data for a material, you want to look at the new values before they are released for reporting.How can you make this possible?Note: There are 2 correctanswers to this question.
What is the maximum number of reference characteristics that can be used for one key figure with a multi- dimensional exception aggregation in a BW query?
In SAP Web IDE for SAP HANA, you have imported a project including an HDB module with calculation views.What do you need to do in the project settings before you can successfully build the HDB module?
In an SAP HANA HDI Calculation View, you need to combine attributes data (left table) and the data’s language-dependent texts (right table) using a text join.What should you select to restrict the result set to the logon language?
You are involved in an SAP BW/4HANA project focusing on General Ledger reporting want to use the SAP ERP stard DataSource OFI_GL_14 (New GL Items) which is not active in your SAP ERP system.Which transactions can be used to activate this DataSource? Note: There are 2 correctanswers to this question.
How does SAP position SAP Datasphere in supporting business users?Note: There are 3 correctanswers to this question.
How does integrating SAP Databricks within SAP Business Data Cloud reduce IT overhead for customers?
In which ODP context is the operational delta queue (ODQ) managed by the target system?
Your company manufactures products with country-specific serial numbers.For this scenario you have created 3 custom characteristics with the technical names "PRODUCT" "COUNTRY" "SERIAL_NO".How do you need to model the characteristic "PRODUCT" to store different attribute values for serial numbers?
Which solution enables advanced Al and machine learning models on combined SAP and third-party data?
Which features does SAP Analysis for Microsoft Office provide?Note: There are 3 correct answe rs to this question,
You want to create a restricted column in an SAP HANA HDI calculation view.What do you need to define?Note: There are 2 correctanswers to this question.
You want to create an HD! 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?
Which layer of the layered scalable architecture (LSA++) of SAP BW/4HANA is designed as the main storage for harmonized consistent data?
You want to set up the replication process for the SAP Landscape Transformation Replication Server.Which actions can you define for a specific table?Note: There are 3 correctanswers to this question.
You need to derive an architecture overview model from a key figure matrix. Which is the first step you need to take?
You created a generic DataSource in SAP ERP, but did not release the DataSource for Operational Data Provisioning (ODP).What is the effect in SAP BW/4HANA?
What are the prerequisites for deleting business partner attribute master data in SAP BW/4HANA? Note: There are 2 correctanswers to this question.
What are benefits of using an InfoSource in a data flow?Note: There are 2 correctanswers to this question.
You created an Open ODS view of type Facts.With which object types can you associate a field in the Characteristics folder? Note: There are 2 correctanswers to this question.
TESTED 13 Sep 2025
