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High Pass Rate C-BW4H-2404 Exam Questions Convey All Important Information of C-BW4H-2404 Exam

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SAP C-BW4H-2404 Exam Syllabus Topics:

Topic
Details

Topic 1

SAP BW Query Design: This portion encompasses the development and implementation of BW queries in the SAP BW
4HANA environment.

Topic 2

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 3

Data Governance, Security, and Authorization: This part concentrates on safeguarding assets and information within SAP BW
4HANA and SAP HANA ecosystems.

Topic 4

Fundamentals: This portion explores key terminologies, principles, and benefits of SAP BW
4HANA built on SAP HANA technology.

Topic 5

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 6

SAP BW
4HANA Project and the Modeling Process: This segment offers direction on orchestrating SAP BW
4HANA initiatives.

Topic 7

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 8

Performance Optimization: This section scrutinizes elements associated with enhancing system efficiency.

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SAP Certified Associate - Data Engineer - Data Fabric Sample Questions (Q40-Q45):

NEW QUESTION # 40
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_SAP source system type.
B. The ODP DataSource can be generated using the DataFlow generation feature.
C. The ODP DataSource has to be created using the ODP_HANA source system type.
D. The ODP DataSource cannot be replicated using the ODP_SAP source system type.

Answer: D

Explanation:
When working withOperational Data Provisioning (ODP)in SAP BW/4HANA, it is essential to release the DataSource in the source system (e.g., SAP ERP) for ODP before it can be used in the target system (SAP BW
/4HANA). If the DataSource is not released for ODP, certain limitations arise during the replication process.
* The ODP DataSource cannot be replicated using the ODP_SAP source system type (Option C):
* In SAP BW/4HANA, when a DataSource is created in the source system (e.g., SAP ERP), it must be explicitly released for ODP to enable replication via theODP_SAP source system type.
* If the DataSource is not released for ODP, the replication process will fail because the metadata required for ODP replication is not available in the source system.
* This limitation applies specifically to theODP_SAP source system type, which relies on the ODP framework to extract data from SAP source systems.
* The ODP DataSource can be generated using the DataFlow generation feature (Option A):While the DataFlow generation feature in SAP BW/4HANA simplifies the creation of data flows, it does not bypass the requirement to release the DataSource for ODP. Without releasing the DataSource, replication will still fail.
* The ODP DataSource has to be created using the ODP_HANA source system type (Option B):
TheODP_HANA source system typeis used for extracting data from SAP HANA-based sources, not SAP ERP or other SAP systems. This option is irrelevant to the scenario described.
* The ODP DataSource has to be created using the ODP_SAP source system type (Option D):While the ODP_SAP source system type is used for SAP source systems, the issue here is not about creating the DataSource but rather about the inability to replicate it due to the lack of ODP release in the source system.
* ODP Release Requirement:Releasing a DataSource for ODP in the source system ensures that the necessary metadata and extraction logic are available for replication in SAP BW/4HANA.
* ODP_SAP Source System Type:This type is specifically designed for SAP source systems and relies on the ODP framework to manage delta queues and data extraction.
* SAP Note 2358900 - Operational Data Provisioning (ODP) in SAP BW/4HANA:This note explains the requirements and steps for enabling ODP replication, including the need to release DataSources in the source system.
* SAP BW/4HANA Data Modeling Guide:This guide provides detailed information on setting up and managing ODP connections between SAP BW/4HANA and source systems.
* Link:SAP BW/4HANA Documentation
Why Other Options Are Incorrect:Key Points About ODP and DataSource Replication:
References to SAP Data Engineer - Data Fabric:By ensuring that the DataSource is released for ODP, you avoid replication issues and ensure seamless data extraction into SAP BW/4HANA.

NEW QUESTION # 41
For which scenarios do you use the SAP HANA model focus? Note: There are 2 correct answers to this question.

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

Answer: C,D

Explanation:
TheSAP HANA model focusis a concept that emphasizes leveraging the native capabilities of SAP HANA for data modeling and processing. It is particularly useful when working with advanced features of SAP HANA, such as SQLScript, geospatial functions, and other in-memory database functionalities. The focus is on utilizing SAP HANA's high-performance computing capabilities to perform complex calculations and transformations directly within the database layer.
* SAP HANA Model Focus:The SAP HANA model focus is designed to maximize the use of SAP HANA's in-memory processing power. It involves creating models (e.g., calculation views, SQLScript procedures) that are optimized for performance and take full advantage of SAP HANA's advanced features.
* SQLScript:SQLScript is a scripting language in SAP HANA that allows developers to write procedural logic and perform complex calculations directly in the database. It is commonly used to build views and procedures that leverage SAP HANA's computational capabilities.
* Geospatial Functions:SAP HANA provides robust support for geospatial data and functions. These functions enable you to perform calculations and analyses involving geographical data, such as distances, areas, and spatial relationships.
* ABAP CDS Views and AMDPs:While ABAP CDS (Core Data Services) Views and ABAP Managed Database Procedures (AMDPs) are powerful tools for integrating SAP HANA with ABAP applications, they are not directly related to the SAP HANA model focus. These tools are more aligned with ABAP development and are typically used in scenarios where SAP HANA is integrated into an ABAP-based system.
* Option A: Load snapshots using ABAP CDS Views.This option is incorrect because loading snapshots using ABAP CDS Views is more aligned with ABAP development rather than the SAP HANA model focus. ABAP CDSViews are primarily used to define reusable data models in ABAP systems, and they do not fully leverage the native capabilities of SAP HANA.
* Option B: Build views procedures using SQL script.This option is correct because SQLScript is a core component of the SAP HANA model focus. Using SQLScript, you can create calculation views and procedures that are optimized for performance and take full advantage of SAP HANA's in-memory processing capabilities.
* Option C: Define ABAP Managed Database Procedures in data flows.This option is incorrect because ABAP Managed Database Procedures (AMDPs) are part of ABAP development and are used to execute database procedures from within ABAP programs. While AMDPs can interact with SAP HANA, they are not directly related to the SAP HANA model focus.
* Option D: Define calculations using geospatial functions.This option is correct because geospatial functions are a key feature of SAP HANA and align with the SAP HANA model focus. These functions allow you to perform advanced calculations involving geographical data, which is a common use case for leveraging SAP HANA's native capabilities.
* SAP HANA Developer Guide: The official documentation highlights the use of SQLScript and geospatial functions as key components of the SAP HANA model focus. It emphasizes the importance of leveraging these features to optimize performance and enable advanced analytics.
* SAP Note 2700850: This note provides guidance on using SQLScript and geospatial functions in SAP HANA and explains how these features can be integrated into data models.
* SAP HANA Academy: Tutorials and training materials from the SAP HANA Academy demonstrate how to use SQLScript and geospatial functions effectively in SAP HANA models.
Key Concepts:Verified Answer Explanation:SAP Documentation and References:Practical Implications:
When designing models in SAP HANA, it is important to:
* Use SQLScript to create calculation views and procedures that are optimized for performance.
* Leverage geospatial functions for scenarios involving geographical data, such as location-based analysis or mapping.
* Avoid relying on ABAP-specific tools (e.g., ABAP CDS Views or AMDPs) unless they are explicitly required for integration with ABAP systems.
By focusing on these aspects, you can ensure that your SAP HANA models are efficient, scalable, and aligned with best practices.
References:
* SAP HANA Developer Guide
* SAP Note 2700850: SQLScript and Geospatial Functions in SAP HANA
* SAP HANA Academy: Advanced Modeling Techniques

NEW QUESTION # 42
A user has the analysis authorization for the Controlling Areas 1000 2000.
In the InfoProvider there are records for Controlling Areas 1000 2000 3000 4000. The user starts a data preview on the InfoProvider.
Which data will be displayed?

A. No data for any of the Controlling Areas
B. Data for Controlling Areas 1000 2000 the aggregated total of 3000 4000
C. Only the aggregated total of all Controlling Areas
D. Data for Controlling Areas 1000 2000

Answer: D

Explanation:
* Analysis authorizations restrict data visibility in SAP BW/4HANA based on user permissions.
* In this scenario, the user has authorizations only for Controlling Areas 1000 and 2000. Thus, the data preview will display records for these areas exclusively.
References:SAP BW/4HANA Analysis Authorization Behavior (SAP Help Portal).

NEW QUESTION # 43
While running a query insufficient analysis authorization causes an error message.
Which transaction can be used to trace the missing authorization for the specific characteristic values?

A. Transaction SU53
B. Transaction STAUTHTRACE
C. Transaction ST01
D. Transaction RSUDO

Answer: B

Explanation:
When insufficient analysis authorization causes an error during query execution, tracing the missing authorization is essential to resolve the issue. Let's analyze each option to determine why C is correct:
* Explanation: TransactionST01is used for system trace analysis, which captures detailed technical logs of system activities. While it can be used to trace authorization checks, it is not specifically designed for analyzing missing analysis authorizations in SAP BW/4HANA.

NEW QUESTION # 44
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 correct answers to this question.

A. Provide default time characteristics
B. Aggregate measures as a sum
C. Combine master data and transactional data
D. Create restricted columns
E. Persist transactional data

Answer: B,C,E

NEW QUESTION # 45
......

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