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SAP C-BW4H-2404 Exam Syllabus Topics:

Topic	Details
Topic 1	Data Modeling and Design: This segment delves into the attributes and features of modeling entities within SAP BW 4HANA and SAP HANA HDI frameworks.
Topic 2	Data Acquisition into SAP BW 4HANA: This section addresses the incorporation of diverse data origins into SAP BW 4HANA and the methodologies for data ingestion.
Topic 3	SAP BW 4HANA Project and the Modeling Process: This segment offers direction on orchestrating SAP BW 4HANA initiatives.
Topic 4	SAP BW Query Design: This portion encompasses the development and implementation of BW queries in the SAP BW 4HANA environment.

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SAP Certified Associate - Data Engineer - Data Fabric Sample Questions (Q24-Q29):

NEW QUESTION # 24
What are benefits of using an InfoSource in a data flow? Note: There are 2 correct answers to this question.

A. Connecting sequetial trnsformartions in the data flow without storing the data again
B. Reducing the numer of transformations for scenarios with many sources and targets
C. Reducing the numer od data transfer processes (DTP)
D. Storing the extraction delta information of the data source file

Answer: C,D

NEW QUESTION # 25
Which layer of the layered scalable architecture (LSA++) of SAP BW/4HANA is designed as the main storage for harmonized consistent data?

A. Data Acquisition layer
B. Virtual Data Mart layer
C. Open Operational Data Store layer
D. Flexible Enterprise Data Warehouse Core layer

Answer: D

NEW QUESTION # 26
InfoObject "CITY" is defined as a display attribute for InfoObject "CUSTOMER" InfoObject "COUNTRY" is defined as a display attribute for InfoObject "CITY".In a master data report you want to display the
"COUNTRY" of a "CUSTOMER".
Which options do you have to realize this scenario? Note: There are 3 correct answers to this question.

A. Include "CUSTOMER" to the rows in the BW Query on "CUSTOMER" activate the Universal Display Hierarchy setting.
B. Combine "CUSTOMER" "CITY" "COUNTRY" in a Composite Provider using a sequence of left outer join operators.
C. Add "COUNTRY" as a transitive attribute for "CUSTOMER" in InfoObject definition.
D. Generate external views for "CUSTOMER" "CITY" "COUNTRY" join them in another calculation view.
E. Combine "CUSTOMER" "CITY" "COUNTRY" in an Open ODS View using a sequence of associations.

Answer: A,B,E

NEW QUESTION # 27
You create a transformation from a DataSource to a DataMart Data Store object (advanced) All key figures are updated as Sum.
Which Delta methods indicate that the DataSource provides consistent information for this target? Note:
There are 2 correct answers to this question.

A. ABR
B. ADD
C. AIE
D. AIM

Answer: B,C

Explanation:
* B. ADD: This delta method indicates that the DataSource provides consistent information for this target.
It means that the DataSource delivers additive delta records with after images, which are updated directly in the delta queue. This can support sum aggregation for key figures12.
* D. AIE: This delta method indicates that the DataSource provides consistent information for this target.
It means that the DataSource delivers additive delta records with after images, which are updated in the extraction queue and then transferred to the delta queue. This can support sum aggregation for key figures13.
Reference:
* 1 https://wiki.scn.sap.com/wiki/display/BI/Delta+type+in+BW+Extractors
* 2 https://help.sap.com/doc/saphelp_nw73ehp1/7.31.19/en-
US/4f/18f6aa3fca410ae10000000a42189d/content.htm
* 3 https://help.sap.com/doc/saphelp_nw73ehp1/7.31.19/en-
US/4f/18f6b13fca410ae10000000a42189d/content.htm

NEW QUESTION # 28
In which ODP context is the operational delta queue (ODQ) managed by the target system?

A. ODP_HANA
B. ODP_BW
C. ODP SAP
D. ODP_CDS

Answer: B

Explanation:
In the context ofOperational Data Provisioning (ODP), theoperational delta queue (ODQ)is a critical component that manages delta records for incremental data extraction. The management of the ODQ depends on the specific ODP context, particularly whether the target system or source system is responsible for maintaining the delta queue.
* ODP_BW (Option A):
* In theODP_BWcontext, theoperational delta queue (ODQ)is managed by thetarget system(SAP BW/4HANA).
* This means that SAP BW/4HANA takes responsibility for tracking and managing delta records, ensuring that only new or changed data is extracted during subsequent loads.
* This approach is commonly used when the source system does not natively support delta management or when the target system needs more control over the delta handling process.
* ODP_SAP (Option B):In theODP_SAPcontext, thesource system(e.g., SAP ERP) manages the operational delta queue. This is the default behavior for SAP source systems, where the source system maintains the delta queue and provides delta records to the target system upon request.
* ODP_CDS (Option C):TheODP_CDScontext is used for extracting data from Core Data Services (CDS) views in SAP HANA or SAP S/4HANA. In this context, delta handling is typically managed by the source system (SAP HANA or S/4HANA) and not the target system.
* ODP_HANA (Option D):TheODP_HANAcontext is used for extracting data from SAP HANA-based sources. Similar to ODP_CDS, delta handling in this context is managed by the source system (SAP HANA) rather than the target system.
* ODP_BW:
* Delta queue is managed by the target system (SAP BW/4HANA).
* Suitable for scenarios where the source system does not support delta management or when the target system requires more control.
* ODP_SAP:
* Delta queue is managed by the source system (e.g., SAP ERP).
* Default context for SAP source systems.
* ODP_CDS and ODP_HANA:
* Delta handling is managed by the source system (SAP HANA or S/4HANA).
* SAP Note 2358900 - Operational Data Provisioning (ODP) in SAP BW/4HANA:This note provides an overview of ODP contexts and their respective delta handling mechanisms.
* SAP BW/4HANA Data Modeling Guide:This guide explains the differences between ODP contexts and how they impact delta management in SAP BW/4HANA.
* Link:SAP BW/4HANA Documentation
Why Other Options Are Incorrect:Key Points About ODP Contexts:References to SAP Data Engineer - Data Fabric:By understanding the ODP context, you can determine how delta records are managed and ensure that your data extraction processes are optimized for performance and accuracy.

NEW QUESTION # 29
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