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SAP C_BW4H_2404 Exam Syllabus Topics:

Topic	Details
Topic 1	SAP Datasphere: This part investigates the implementation of SAP Datasphere, encompassing its modeling components and the SAP BW bridge capabilities.
Topic 2	SAP BW Query Design: This portion encompasses the development and implementation of BW queries in the SAP BW 4HANA environment.
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	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 5	Performance Optimization: This section scrutinizes elements associated with enhancing system efficiency.
Topic 6	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 7	SAP BW 4HANA Project and the Modeling Process: This segment offers direction on orchestrating SAP BW 4HANA initiatives.
Topic 8	Fundamentals: This portion explores key terminologies, principles, and benefits of SAP BW 4HANA built on SAP HANA technology.

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SAP Certified Associate - Data Engineer - Data Fabric Sample Questions (Q21-Q26):

NEW QUESTION # 21
Which of the following are possible delta-specific fields for a generic DataSource in SAP S/4HANA? Note:
There are 3 correct answers to this question.

A. Record mode
B. Calendar day
C. Request ID
D. Numeric pointer
E. Time stamp

Answer: A,B,E

Explanation:
In SAP S/4HANA,delta-specific fieldsare used to identify and extract only the changes (deltas) in data since the last extraction. These fields are critical for ensuring efficient data replication and minimizing the volume of data transferred between systems. For ageneric DataSource, the following delta-specific fields are commonly used:
* Calendar Day (A):Thecalendar dayfield is often used as a delta-specific field to track changes based on the date when the data was modified. This is particularly useful for scenarios where datachanges are logged daily, such as transactional or master data updates. By filtering records based on the calendar day, you can extract only the relevant changes.
* Record Mode (D):Therecord modefield indicates the type of change that occurred for a specific record (e.g., insert, update, or delete). This field is essential for delta management because it allows the system to distinguish between new records, updated records, and deleted records. For example:
* "N" (New) for inserts.
* "U" (Update) for updates.
* "D" (Delete) for deletions.
* Time Stamp (E):Thetime stampfield captures the exact date and time when a record was created or modified. This is one of the most common delta-specific fields because it provides precise information about when changes occurred. By comparing the time stamp of the last extraction with the current data, you can extract only the changes made after the last run.
* Request ID (B):Therequest IDis not typically used as a delta-specific field. It identifies the extraction request but does not provide information about the changes in the data itself. Instead, it is used internally by the system to track extraction processes.
* Numeric Pointer (C):Anumeric pointeris another internal mechanism used by SAP to manage delta queues. However, it is not a delta-specific field that can be directly used in generic DataSources.
Numeric pointers are managed automatically by the system and are not exposed for custom delta logic.
Incorrect Options:
SAP Data Engineer - Data Fabric Context:In the context ofSAP Data Engineer - Data Fabric, understanding delta-specific fields is crucial for designing efficient data integration pipelines. Generic DataSources are often used to extract data from SAP S/4HANA systems into downstream systems like SAP BW/4HANA or other analytics platforms. Proper use of delta-specific fields ensures that only the necessary data is extracted, reducing latency and improving performance.
For further details, refer to:
* SAP S/4HANA Embedded Analytics Documentation: Explains delta mechanisms and delta-specific fields for generic DataSources.
* SAP BW/4HANA Extraction Guides: Provides best practices for configuring delta extraction in SAP BW/4HANA.
By selectingA (Calendar day),D (Record mode), andE (Time stamp), you ensure that the correct delta-specific fields are identified for efficient data extraction.

NEW QUESTION # 22
What are the possible ways to fill a pre-calculated value set (bucket)? Note: There are 3 correct answers to this question.

A. By referencing a table
B. By accessing an SAP HANA HDI Calculation View of data category Dimension
C. By entering the values manually
D. By using a transformation data transfer process (DTP)
E. By using a BW query (update value set by query)

Answer: C,D,E

NEW QUESTION # 23
Which request-based deletion is possible in a DataMart DataStore object?

A. Any request in the active data table
B. Only the most recent non-activated request in the inbound table
C. Any non-activated request in the inbound table
D. Only the most recent request in the active data table

Answer: D

Explanation:
In SAP BW/4HANA, aDataMart DataStore Object (DSO)is used to store detailed data for reporting and analysis. Request-based deletion allows you to remove specific data requests from the DSO. However, there are restrictions on which requests can be deleted, depending on whether they are in the inbound table or the active data table. Below is an explanation of the correct answer:
A: Only the most recent request in the active data tableIn a DataMart DSO, request-based deletion is possible only for themost recent requestin theactive data table. Once a request is activated, it moves from the inbound table to the active data table. To maintain data consistency, SAP BW/4HANA enforces the rule that only the most recent request in the active data table can be deleted. Deleting older requests would disrupt the integrity of the data.
* Steps to Delete a Request:
* Navigate to the DataStore Object in the SAP BW/4HANA environment.
* Identify the most recent request in the active data table.
* Use the request deletion functionality to remove the request.

NEW QUESTION # 24
You created an Open ODS View on an SAP HANA database table to virtually consume the data in SAP BW/4HANA. Real-time reporting requirements have now changed you are asked to persist the data in SAP BW/4HANA.
Which objects are created when using the "Generate Data Flow" function in the Open ODS View editor?
Note: There are 3 correct answers to this question.

A. DataStore object (advanced)
B. SAP HANA calculation view
C. Data source
D. CompositeProvider
E. Transformation

Answer: A,C,E

NEW QUESTION # 25
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. Combine "CUSTOMER" "CITY" "COUNTRY" in an Open ODS View using a sequence of associations.
B. Combine "CUSTOMER" "CITY" "COUNTRY" in a Composite Provider using a sequence of left outer join operators.
C. Generate external views for "CUSTOMER" "CITY" "COUNTRY" join them in another calculation view.
D. Add "COUNTRY" as a transitive attribute for "CUSTOMER" in InfoObject definition.
E. Include "CUSTOMER" to the rows in the BW Query on "CUSTOMER" activate the Universal Display Hierarchy setting.

Answer: A,B,C

Explanation:
B. Generate external views:
* External views allow joining master data and transactional data in SAP HANA Calculation Views for flexible reporting.
C. Composite Provider with left outer joins:
* Composite Providers allow combining data using joins, providing a flexible virtual data mart structure.
E. Open ODS View with associations:
* Open ODS Views enable flexible modeling using associations between different master data entities.
References:SAP BW/4HANA modeling and reporting documentation (SAP Help Portal).

NEW QUESTION # 26
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FREE VALID SAP C_BW4H_2404 QUESTIONS UPDATES AND FREE DEMOS

Free Valid SAP C_BW4H_2404 Questions Updates and Free Demos