SAP Certified Associate - Data Engineer - SAP BW/4HANA
Last exam update: Nov 18 ,2025
Page 1 out of 6. Viewing questions 1-15 out of 80
Question 1
Which objects values can be affected by the key date in a BW query? Note: There are 3 correct answe rs to this questio n.
A.
Display attributes
B.
Basic key figures
C.
Time characteristics
D.
Hierarchies
E.
Navigation attributes
Answer:
B D E
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Question 2
Which layer of the layered scalable architecture (LSA++) of SAP BW/4HANA is designed as the main storage for harmonized consistent data?
A.
Open Operational Data Store layer
B.
Data Acquisition layer
C.
Flexible Enterprise Data Warehouse Core layer
D.
Virtual Data Mart layer
Answer:
C
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Question 3
What are the prerequisites for deleting business partner attribute master data in SAP BW/4HANA? Note: There are 2 correct answe rs to this questio n.
A.
There must be no BW query as InfoProvider in SAP BW/4HANA that uses business partner as a free characteristic.
B.
In SAP BW/4HANA there must be no hierarchy data related to business partner values that should be deleted.
C.
There must be no transaction data in a DataStore Object (advanced) referring to business partner values that should be deleted.
D.
In SAP BW/4HANA there must be no analysis authorizations related to business partner values that should be deleted
Answer:
B C
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Question 4
You want to access data from a table residing in an external database using an SAP HANA SDA remote source.Which other SAP HANA element is required to access its data?
A.
Flowgraph
B.
Virtual Table
C.
Table Function
D.
Replication Task
Answer:
B
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Question 5
Which of the Augmented Analytics Smart Features in SAP Analytics Cloud generates multi-tabbed stories with Overview, Key Influencers, Unexpected Values,and Simulation tabs?
A.
Search to Insight
B.
Predictive Forecast
C.
Smart Discovery
D.
Smart Predict
Answer:
C
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Question 6
For which use case would you need to model a transitive attribute?
A.
Generate a transient provider for a BW query on master data attributes
B.
Store time-dependent snapshots of master data attributes
C.
Load attributes using the enhanced master data update
D.
Report on navigational attributes of navigational attributes
Answer:
D
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Question 7
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?
A.
The ODP DataSource has to be created using the ODP_HANA source system type.
B.
The ODP DataSource has to be created using the ODP_SAP source system type.
C.
The ODP DataSource cannot be replicated using the ODP_SAP source system type.
D.
The ODP DataSource can be generated using the DataFlow generation feature.
Answer:
C
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Question 8
Which features of an SAP BW/4HANA InfoObject are intended to reduce physical data storage space? Note: There are 2 correct answe rs to this questio n.
A.
Reference characteristic
B.
Transitive attribute
C.
Compounding characteristic
D.
Enhanced master data update
Answer:
A B
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Question 9
In which ODP context is the operational delta queue (ODQ) managed by the target system?
A.
ODP_BW
B.
ODP SAP
C.
ODP_CDS
D.
ODP_HANA
Answer:
A
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Question 10
For which scenarios do you use the SAP HANA model focus? Note: There are 2 correct answe rs to this questio n.
A.
Load snapshots using ABAP CDS Views.
B.
Build views procedures using SQL script.
C.
Define ABAP Managed Database Procedures in data flows.
D.
Define calculations using geospatial functions.
Answer:
B D
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Question 11
How does integrating SAP Databricks within SAP Business Data Cloud reduce IT overhead for customers?
A.
By automating data ingestion pipelines
B.
By eliminating the need for rebuilding data structures and business logic externally
C.
By providing pre-built connectors to various data sources
D.
By streamlining data governance processes and minimizing the need for complex data security configurations
Answer:
A B
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Question 12
Which data deletion options are offered for a Standard DataStore Object (advanced)?Note: There are 3 correct answe rs to this questio n.
A.
Selective deletion of data
B.
Selective deletion including data of subsequent targets
C.
Request-based data deletion
D.
Deletion of data from all tables
E.
Deletion of all data from active table only
Answer:
A D E
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Question 13
What are the main challenges companies face that want to make data-driven decisions?Note: There are 3 correct answe rs to this questio n.
A.
Simplify the data landscape to reduce costs and accelerate insights.
B.
Harness the power of fragmented, unstructured data sources to turn them into valuable business insights.
C.
Boost confidence in the quality of their data
D.
Unlock a new dimension of insights, advanced analytics, and Al capabilities.
E.
Uncever the hidden potential in their business by unlocking seamless access to critical insights.
Answer:
B C E
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Question 14
What are benefits of using an InfoSource in a data flow?Note: There are 2 correct answe rs to this questio n.
A.
Splitting a complex transformation into simple parts without storing intermediate data
B.
Providing the delta extraction information of the source data
C.
Realizing direct access to source data without storing them
D.
Enabling a data transfer process (DTP) to execute multiple sequential transformations
Answer:
A D
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Question 15
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?
A.
Use "COUNTRY" as a navigation attribute for "PRODUCT".
B.
Use "SERIAL_NO" as a transitive attribute for "PRODUCT".
C.
Use "COUNTRY" as a compounding characteristic for "PRODUCT".
D.
Use "SERIAL_NO" as a compounding characteristic for "PRODUCT".