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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 BW Query Design: This portion encompasses the development and implementation of BW queries in the SAP BW 4HANA environment.
Topic 3	Fundamentals: This portion explores key terminologies, principles, and benefits of SAP BW 4HANA built on SAP HANA technology.
Topic 4	SAP BW4HANA Project and Modeling Process: In this topic, candidates learn about how to design and implement efficient data models within environment of the SAP BW 4HANA.
Topic 5	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 6	Data Governance, Security, and Authorization: This part concentrates on safeguarding assets and information within SAP BW 4HANA and SAP HANA ecosystems.
Topic 7	SAP Datasphere: This part investigates the implementation of SAP Datasphere, encompassing its modeling components and the SAP BW bridge capabilities.
Topic 8	Data Modeling and Design: This segment delves into the attributes and features of modeling entities within SAP BW 4HANA and SAP HANA HDI frameworks.

SAP Certified Associate - Data Engineer - Data Fabric Sample Questions (Q20-Q25):

NEW QUESTION # 20
What does a Composite Provider allow you to do in SAP BW/4HANA? Note: There are 3 correct answers to this question.

A. Define new restricted key figures.
B. Integrate SAP HANA calculation views.
C. Combine InfoProviders using Joins Unions.
D. Join two ABAP CDS views.
E. Create new calculated fields.

Answer: A,C,E

Explanation:
AComposite Providerin SAP BW/4HANA is a powerful modeling object that allows you to combine multiple InfoProviders (such as DataStore Objects, InfoCubes, and others) into a single logical entity for reporting and analytics purposes. It provides flexibility in integrating data from various sources within the SAP BW
/4HANA environment. Below is a detailed explanation of why the correct answers are B, C, and E:
* Incorrect: While ABAP CDS (Core Data Services) views are a part of the SAP HANA ecosystem, Composite Providers in SAP BW/4HANA do not directly support joining ABAP CDS views. Instead, Composite Providers focus on combining InfoProviders like ADSOs (Advanced DataStore Objects), InfoCubes, or other Composite Providers. If you need to integrate ABAP CDS views, you would typically use SAP HANA calculation views or expose them via external tools.
Option A: Join two ABAP CDS views
* Correct: One of the key capabilities of a Composite Provider is the ability to createcalculated fields.
These fields allow you to define new metrics or attributes based on existing fields from the underlying InfoProviders. For example, you can calculate a profit margin by dividing revenue by cost. This functionality enhances the analytical capabilities of the Composite Provider.
Option B: Create new calculated fields
* Correct: Composite Providers also allow you to definerestricted key figures. Restricted key figures are used to filter data based on specific criteria, such as restricting sales figures to a particular region or product category. This feature is essential for creating focused and meaningful reports.
Option C: Define new restricted key figures
* Incorrect: While SAP HANA calculation views are widely used for modeling in the SAP HANA environment, Composite Providers in SAP BW/4HANA do not natively integrate these views. Instead, SAP BW/4HANA focuses on its own modeling objects like ADSOs and InfoCubes. However, you can use Open ODS views to integrate SAP HANA calculation views into the BW/4HANA environment.
Option D: Integrate SAP HANA calculation views
* Correct: Composite Providers are specifically designed to combine multiple InfoProviders usingjoinsandunions. Joins allow you to merge data based on common keys, while unions enable you to append data from different sources. This flexibility makes Composite Providers a central tool for integrating data across various InfoProviders in SAP BW/4HANA.
Option E: Combine InfoProviders using Joins Unions
* SAP BW/4HANA Modeling Guide: The official documentation highlights the role of Composite Providers in combining InfoProviders and enabling advanced calculations and restrictions.
* SAP Help Portal: The portal provides detailed information on the differences between Composite Providers and other modeling objects, emphasizing their integration capabilities.
* SAP Data Fabric Architecture: In the context of SAP Data Fabric, Composite Providers align with the goal of providing unified access to data across diverse sources, ensuring seamless integration and analysis.
References to SAP Data Engineer - Data Fabric ConceptsBy understanding the functionalities and limitations of Composite Providers, you can effectively leverage them in SAP BW/4HANA to meet complex business requirements.

NEW QUESTION # 21
You use InfoObject B as a display attribute for InfoObject A.
Which object properties prevent you from changing InfoObject B into a navigational attribute for InfoObject A? Note: There are 3 correct nswers to this question."

A. Conversion Routine "ALPHA" is set in InfoObject A
B. High Cardinality is set in InfoObject B
C. Data Type "Character String" is set in InfoObject A
D. Attribute Only is set in InfoObject B
E. InfoObject B is defined as a Key Figure.

Answer: A,B,D

Explanation:
* A. High Cardinality is set in InfoObject B: This is an object property that prevents you from changing InfoObject B into a navigational attribute for InfoObject A.
A characteristic with high cardinality cannot be used as a navigation attribute for another characteristic, and therefore it cannot have navigation attributes itself12.
* B. Attribute Only is set in InfoObject B: This is an object property that prevents you from changing InfoObject B into a navigational attribute for InfoObject A.
A characteristic that is marked as an exclusive attribute can only be used as a display attribute for another characteristic, but not as a navigational attribute. In addition, the characteristic cannot be transferred into InfoCubes34.
* D. Conversion Routine "ALPHA" is set in InfoObject A: This is an object property that prevents you from changing InfoObject B into a navigational attribute for InfoObject A.
A characteristic that has a conversion routine cannot have navigational attributes, because the conversion routine would have to be applied to the navigational attributes as well, which is not possible5 .
Reference:
* 1 https://help.sap.com/docs/SAP_BW4HANA/107a6e8a38b74ede94c833ca3b7b6f51/f851415842154e59a5f038e458b97a0b.html
* 2 https://help.sap.com/doc/saphelp_nw75/7.5.5/en-US/f8/51415842154e59a5f038e458b97a0b/content.htm
* 3 https://help.sap.com/doc/saphelp_scm700_ehp02/7.0.2/en-US/63/f3c416bcbf4730bb86e62ef8a54e17/content.htm
* 4 https://answers.sap.com/questions/1149854/difference-display-attribute-and-navigational-attr.html
* 5 https://help.sap.com/doc/saphelp_nw75/7.5.5/en-US/42/f93a83ae5546d3a7cfd7ff09e25a2b/content.htm
* https://answers.sap.com/questions/10121838/infoobjects-attributes.html

NEW QUESTION # 22
What are the reasons for implementing Composite Providers? Note: There are 2 correct answers to this question.

A. To provide a virtual data mart layer that combines existing BW models
B. To persist combined data for reporting
C. To provide an interface for using BW queries
D. To directly expose an SAP HANA table from an external schema

Answer: A,B

Explanation:
Composite Providers in SAP BW/4HANA (part of the SAP Data Engineer - Data Fabric landscape) are essential components used to combine data from multiple sources into a unified view for reporting and analytics. They serve as a flexible tool for creating complex data models by integrating various BW objects, such as InfoProviders, Open ODS views, and external sources. Below is a detailed explanation of why Composite Providers are implemented:
* Explanation: Composite Providers can be configured to persist data by materializing the combined data into a physical table. This is particularly useful when you need to store intermediate results or optimize query performance for frequently accessed reports. Persisting data ensures faster access times and reduces the load on underlying systems.

NEW QUESTION # 23
Which SAP solutions can leverage the Write Interface for DataStore objects (advanced) to push data into the inbound table of DataStore objects (advanced)? Note: There are 2 correct answers to this question.

A. SAP Datasphere
B. SAP Data Services
C. SAP Process Integration
D. SAP Lscape Transformation Replication Server

Answer: B,D

Explanation:
B. SAP Landscape Transformation Replication Server:
* Pushes real-time or near-real-time data into the inbound table using the Write Interface.
C. SAP Data Services:
* Integrates with the Write Interface to load data into advanced DataStore objects.
References:SAP BW/4HANA DataStore Objects advanced guide (SAP Help Portal - Write Interface).

NEW QUESTION # 24
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 cannot be replicated using the ODP_SAP source system type.
C. The ODP DataSource has to be created using the ODP_SAP source system type.
D. The ODP DataSource can be generated using the DataFlow generation feature.

Answer: B

NEW QUESTION # 25
......

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C-BW4H-2404 EXAM BRAINDUMPS - BRAIN DUMP C-BW4H-2404 FREE

C-BW4H-2404 Exam Braindumps - Brain Dump C-BW4H-2404 Free