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SAP C_BW4H_2404 Exam Syllabus Topics:

Topic	Details
Topic 1	SAP BW 4HANA Project and the Modeling Process: This segment offers direction on orchestrating SAP BW 4HANA initiatives.
Topic 2	SAP Datasphere: This part investigates the implementation of SAP Datasphere, encompassing its modeling components and the SAP BW bridge capabilities.
Topic 3	Fundamentals: This portion explores key terminologies, principles, and benefits of SAP BW 4HANA built on SAP HANA technology.
Topic 4	SAP BW Query Design: This portion encompasses the development and implementation of BW queries in the SAP BW 4HANA environment.
Topic 5	Data Governance, Security, and Authorization: This part concentrates on safeguarding assets and information within SAP BW 4HANA and SAP HANA ecosystems.

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SAP Certified Associate - Data Engineer - Data Fabric Sample Questions (Q31-Q36):

NEW QUESTION # 31
InfoObject CITY is defined as a display attribute for InfoObject CUSTOMER, and 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 the scenario? Note: There are 3 correct answer to this question."

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

Answer: A,C,E

NEW QUESTION # 32
For which scenarios do you use the SAP HANA model focus? Note: There are 2 correct answers to this question.

A. Define ABAP Managed Database Procedures in data flows.
B. Build views procedures using SQL script.
C. Load snapshots using ABAP CDS Views.
D. Define calculations using geospatial functions.

Answer: A,B

Explanation:
B. Build views procedures using SQL script:
* This is a core feature of SAP HANA modeling, where you can define Calculation Views or Procedures directly using SQL scripts for advanced data transformations and calculations.

NEW QUESTION # 33
You create a DataStore Object(advanced) using the Data Mart DataStore Object modeling property.
Which behaviors are specific to this modelling property? Note: There are 2 correct answers to this question.

A. The change log table will be filled only after data activation
B. Reporting is done based on a union of the inbound and active tables
C. The records are treated as if all characteristics are in the key.
D. Query result are shown only when data has been activated

Answer: B,C

Explanation:
* B. Reporting is done based on a union of the inbound and active tables: This is a behavior that is specific to the Data Mart DataStore Object modeling property. The query reads data from both the inbound table and the active table of the DataStore object, which means that it is not necessary to activate the data to be able to see all the data. The data read is consistent and stable, since data is only included up to the first inconsistent request12.
* D. The records are treated as if all characteristics are in the key: This is a behavior that is specific to the Data Mart DataStore Object modeling property. No keys can be specified for this type of DataStore object, but when the data is activated, it is grouped according to the aggregation behavior of all characteristics. Therefore, key figures cannot be overwritten and only additive deltas can be loaded12.
Reference:
* 1 https://help.sap.com/docs/SAP_BW4HANA/107a6e8a38b74ede94c833ca3b7b6f51/1961a9b62f054c c5a4f0d98485b82fa9.html
* 2 https://help.sap.com/docs/r/dd104a87ab9249968e6279e61378ff66/11.1.0/en- US/9cf20bb96e254f6b9b5bf1c9c1413f35.html

NEW QUESTION # 34
Which development object needs to be built to generate an HDI Container?

A. SQL script procedure
B. HDB module
C. Space
D. Package

Answer: B

Explanation:
In the context of SAP HANA Deployment Infrastructure (HDI), anHDI Containeris a dedicated, isolated schema in the SAP HANA database that stores and manages database objects such as tables, views, procedures, and other artifacts. HDI Containers are used tosupport multi-target applications (MTAs) and enable developers to manage database objects in a structured and modular way.
* HDB Module (B):AnHDB moduleis a development object within the SAP Web IDE for SAP HANA or SAP Business Application Studio. It contains the database design-time artifacts (e.g.,.hdbtable,.
hdbview,.hdbsynonym) that define the structure and logic of the database objects. When you build an HDB module, it triggers the creation of an HDI Container if one does not already exist. The HDI Container is then populated with the runtime objects generated from the design-time artifacts defined in the HDB module.
* Key Points:
* The HDB module is part of a Multi-Target Application (MTA) project.
* It uses the HDI Deployer service to deploy the design-time artifacts into the HDI Container.
* The HDI Container ensures isolation and versioning of database objects, making it suitable for modern application development practices.
* Why Not the Other Options?
* Space (A):Aspaceis a concept in Cloud Foundry environments where applications and services are deployed. While spaces are used to organize and isolate resources, they are not directly related to generating an HDI Container. Spaces host applications and services but do not define the database objects required for an HDI Container.
* Package (C):In SAP HANA, apackageis a folder-like structure used to organize development objects in the SAP HANA repository. However, packages alone do not generate HDI Containers.
They are used in the classic repository-based development model (XSA or XS Classic), whereas HDI Containers are associated with the newer HDI-based development model.
* SQL Script Procedure (D):ASQL script procedureis a database artifact used to define procedural logic in SQL. While SQL script procedures can be deployed into an HDI Container, they are not responsible for generating the container itself. The container must already exist before deploying such artifacts.
Development Object Required to Generate an HDI Container:
SAP Data Engineer - Data Fabric Context:In theSAP Data Engineer - Data Fabriclandscape, HDI Containers play a crucial role in enabling modular and scalable data management. They allow developers to create isolated environments for different applications or tenants, ensuring data security and consistency. By leveraging HDB modules, developers can define and deploy database objects in a structured manner, aligning with modern DevOps practices.
For more information, refer to the following resources:
* SAP HANA Developer Guide for SAP HANA XS Advanced: Explains the role of HDB modules and HDI Containers in application development.
* SAP Business Application Studio Documentation: Provides guidance on creating and building HDB modules in the context of MTAs.
* SAP Learning Hub: Offers training on SAP HANA development, including HDI and MTA concepts.
By selectingB (HDB module), you ensure that the correct development object is identified for generating an HDI Container, enabling efficient database development and deployment.

NEW QUESTION # 35
What are prerequisites for S-API Extractors to load data directly into SAP Datasphere core tenant using delta mode? Note: There are 2 correct answers to this question.

A. Extractor must be based on a function module
B. Real-time access needs to be enabled
C. A primary key needs to exist.
D. Operational Data Provisioning (ODP) must be enabled

Answer: C,D

Explanation:
To load data directly into SAP Datasphere (formerly known as SAP Data Warehouse Cloud) core tenant using delta mode via S-API Extractors, certain prerequisites must be met. Let's evaluate each option:
* Option A: Real-time access needs to be enabled.Real-time access is not a prerequisite for delta mode loading. Delta mode focuses on incremental data extraction and loading, which does not necessarily require real-time capabilities. Real-time access is more relevant for scenarios where immediate data availability is critical.
* Option B: A primary key needs to exist.A primary key is essential for delta mode loading because it uniquely identifies records in the source system. Without a primary key, the system cannot determine which records have changed or been added since the last extraction, making delta processing impossible.
* Option C: Extractor must be based on a function module.While many S-API Extractors are based on function modules, this is not a strict requirement for delta mode loading. Extractors can also be based on other mechanisms, such as views or tables, as long as they support delta extraction.
* Option D: Operational Data Provisioning (ODP) must be enabled.ODP is a critical prerequisite for delta mode loading. It provides the infrastructure for managing and extracting data incrementally from SAP source systems. Without ODP, the system cannot track changes or deltas effectively, making delta mode loading infeasible.
* SAP Datasphere Documentation: Outlines the prerequisites for integrating data from SAP source systems using delta mode.
* SAP Help Portal: Provides detailed information on S-API Extractors and their requirements for delta processing.
* SAP Best Practices for Data Integration: Highlights the importance of primary keys and ODP in enabling efficient delta extraction.
References:In conclusion, the two prerequisites for S-API Extractors to load data into SAP Datasphere core tenant using delta mode are the existence of aprimary keyand the enabling ofOperational Data Provisioning (ODP).

NEW QUESTION # 36
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100% PASS 2025 USEFUL SAP C_BW4H_2404: SAP CERTIFIED ASSOCIATE - DATA ENGINEER - DATA FABRIC TRAINING ONLINE

100% Pass 2025 Useful SAP C_BW4H_2404: SAP Certified Associate - Data Engineer - Data Fabric Training Online