C-BW4H-2505 Exam Guide | C-BW4H-2505 New Practice Questions

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SAP C-BW4H-2505 Exam Syllabus Topics:

Topic	Details
Topic 1	Data Acquisition into SAP HANA: This section evaluates the capacity of SAP Consultants to integrate various data sources into SAP HANA. It assesses their ability to understand different ingestion techniques and ensure data accessibility for processing.
Topic 2	Fundamentals: This section of the exam measures the foundational understanding of SAP Consultants and covers essential terms and concepts related to SAP BW 4HANA and SAP Business Data Cloud. It focuses on the core framework and architecture necessary to navigate and work with these platforms.
Topic 3	InfoObjects and InfoProviders:This section tests the knowledge of Data Engineers in working with InfoObjects and InfoProviders in SAP BW 4HANA. It involves handling data structures used for organizing, storing, and accessing analytical data.
Topic 4	Native SAP HANA Modeling:This section evaluates the ability of SAP Consultants to describe and apply native modeling options in SAP HANA. It emphasizes understanding how to build optimized data structures directly within the HANA platform.
Topic 5	SAP BW 4HANA Data Flow: This section of the exam measures the practical ability of SAP Consultants to load data within the SAP BW 4HANA environment. It assesses familiarity with data movement and transformation processes across different layers of the system.
Topic 6	Data Acquisition into SAP BW 4HANA: This section tests how Data Engineers manage data integration into SAP BW 4HANA from multiple sources. It covers essential knowledge of tools and processes used for data extraction, transformation, and loading into the SAP environment.

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SAP Certified Associate - Data Engineer - SAP BW/4HANA Sample Questions (Q10-Q15):

NEW QUESTION # 10
You created an Open ODS view of type Facts.With which object types can you associate a field in the Characteristics folder? Note: There are 2 correctanswers to this question.

A. Open ODS view of type Facts
B. Open ODS view of type Master Data
C. HDI Calculation View of data category Dimension
D. InfoObject of type Characteristic

Answer: B,D

NEW QUESTION # 11
Which options do you have to combine data from SAP BW bridge a customer space in SAP Datasphere core?
Note: There are 2 correct answers to this question.

A. *Import objects from the customer space to the SAP BW bridge space.
*Create additional views in the SAP BW bridge space to combine data.
B. *Import SAP BW bridge objects to the customer space.
*Create additional views in the customer space to combine data.
C. *Import SAP BW bridge objects to the SAP BW bridge space.
*Share the generated remote tables with the customer space.
*Create additional views in the customer space to combine data.
D. *Import SAP BW bridge objects to the SAP BW bridge space.
*Create additional views in the customer space.
*Share the created views with the SAP BW bridge space to combine data.

Answer: B,C

Explanation:
Combining data from SAP BW Bridge and the customer space in SAP Datasphere Core requires careful planning to ensure seamless integration and efficient data access. Let's analyze each option to determine why A and B are correct:
* Explanation:
* Step 1: Importing SAP BW Bridge objects into the SAP BW Bridge space ensures that the data remains organized and aligned with its source.
* Step 2: Sharing the generated remote tables with the customer space allows the customer space to access the data without duplicating it.
* Step 3: Creating additional views in the customer space enables users to combine the shared data with other datasets in the customer space.
* This approach leverages the concept of "remote tables" in SAP Datasphere, which provides a virtual link to the data in the SAP BW Bridge space. It avoids unnecessary data replication and ensures efficient data access.
2. Option B: Import SAP BW bridge objects to the customer space and create views to combine data Explanation:
Step 1: Importing SAP BW Bridge objects directly into the customer space simplifies the data model by consolidating all required data in one location.
Step 2: Creating additional views in the customer space allows users to combine the imported data with other datasets within the same space.
Reference: This approach is suitable when the customer space is the primary workspace for data modeling and analysis. It eliminates the need for cross-space sharing but may involve some data duplication.
3. Option C: Import SAP BW bridge objects to the SAP BW bridge space, create views in the customer space, and share views with the SAP BW bridge spaceExplanation: Sharing views created in the customer space back to the SAP BW Bridge space is not a standard practice. Views in SAP Datasphere are typically used within the space where they are created, and sharing them across spaces can lead to complexity and inefficiency.
Reference: SAP Datasphere emphasizes clear separation between spaces to maintain governance and performance. Cross-space sharing of views is not supported or recommended.
4. Option D: Import objects from the customer space to the SAP BW bridge space and create views to combine dataExplanation: Importing objects from the customer space into the SAP BW Bridge space reverses the typical data flow and introduces unnecessary complexity. The SAP BW Bridge space is designed to host data from SAP BW Bridge, while the customer space is intended for custom data modeling and integration.
Reference: SAP Datasphere follows a unidirectional flow where data from SAP BW Bridge is shared with the customer space, not the other way around.

NEW QUESTION # 12
Which data deletion options are offered for a Standard DataStore Object (advanced)?Note: There are 3 correctanswers to this question.

A. Deletion of data from all tables
B. Deletion of all data from active table only
C. Selective deletion including data of subsequent targets
D. Selective deletion of data
E. Request-based data deletion

Answer: A,B,D

NEW QUESTION # 13
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 a Composite Provider using a sequence of left outer join operators.
B. Include "CUSTOMER" to the rows in the BW Query on "CUSTOMER" activate the Universal Display Hierarchy setting.
C. Combine "CUSTOMER" "CITY" "COUNTRY" in an Open ODS View using a sequence of associations.
D. Add "COUNTRY" as a transitive attribute for "CUSTOMER" in InfoObject definition.
E. Generate external views for "CUSTOMER" "CITY" "COUNTRY" join them in another calculation view.

Answer: A,D,E

Explanation:
To display the "COUNTRY" of a "CUSTOMER" in a master data report, you need to establish a relationship between these InfoObjects. Below is an explanation of the correct answers:
B). Generate external views for "CUSTOMER", "CITY", "COUNTRY" join them in another calculation viewThis approach leverages SAP HANA's native capabilities to model data relationships. By generating external views for each InfoObject ("CUSTOMER", "CITY", "COUNTRY"), you can create a calculation view that joins these views based on their relationships. This method is particularly useful for real-time reporting and ensures optimal performance by utilizing SAP HANA's in-memory processing.
* The SAP BW/4HANA Modeling Guide highlights the ability to generate external HANA views for InfoObjects and combine them in calculation views for advanced reporting scenarios.
C). Combine "CUSTOMER", "CITY", "COUNTRY" in a Composite Provider using a sequence of left outer join operatorsAComposite Providercan be used to combine data from multiple InfoObjects or InfoProviders.
By defining a sequence ofleft outer joins, you can link "CUSTOMER" to "CITY" and "CITY" to
"COUNTRY". This approach is suitable for scenarios where the data resides in different InfoProviders or when you need to create a unified view for reporting.
Reference: The SAP BW/4HANA Query Design Guide explains how Composite Providers can use join operators to combine data from multiple sources, enabling complex reporting scenarios.
D). Add "COUNTRY" as a transitive attribute for "CUSTOMER" in InfoObject definitionAtransitive attributeallows you to define indirect relationships between InfoObjects. By adding "COUNTRY" as a transitive attribute of "CUSTOMER", you can directly access "COUNTRY" in reports without explicitly modeling the intermediate relationship with "CITY". This simplifies the reporting process and ensures that the relationship is maintained automatically.
Reference: The SAP BW/4HANA InfoObject Modeling Guide describes the concept of transitive attributes and their role in simplifying master data reporting.
Incorrect OptionsA. Include "CUSTOMER" to the rows in the BW Query on "CUSTOMER" activate the Universal Display Hierarchy settingTheUniversal Display Hierarchysetting is used to display hierarchical relationships in a query. However, it does not address the requirement to display "COUNTRY" as an attribute of "CUSTOMER". This option is irrelevant to the scenario.
Reference: The SAP BW/4HANA Query Design Guide confirms that Universal Display Hierarchy is specific to hierarchical data and does not apply to attribute relationships.
E). Combine "CUSTOMER", "CITY", "COUNTRY" in an Open ODS View using a sequence of associationsWhileOpen ODS Viewssupport associations to model relationships, they are not designed to handle complex attribute relationships like those required in this scenario. Open ODS Views are better suited for real-time reporting on raw data rather than master data attributes.
Reference: The SAP BW/4HANA Modeling Guide states that Open ODS Views are limited in their ability to model complex attribute relationships.
ConclusionThe three correct options to realize the scenario of displaying the "COUNTRY" of a
"CUSTOMER" in a master data report are:
Generate external views for "CUSTOMER", "CITY", "COUNTRY" and join them in another calculation view.
Combine "CUSTOMER", "CITY", "COUNTRY" in a Composite Provider using a sequence of left outer join operators.
Add "COUNTRY" as a transitive attribute for "CUSTOMER" in InfoObject definition.
These approaches leverage the flexibility and power of SAP BW/4HANA and SAP HANA to model and report on complex master data relationships.

NEW QUESTION # 14
Which objects in SAP BW/4HANA allow you to use both fields InfoObjects in their definition? Note: There are 3 correct answers to this question.

A. Composite Provider
B. InfoObject type Key Figure
C. Hierarchy
D. DataStore Object (advanced)
E. Open ODS View

Answer: A,D,E

Explanation:
In SAP BW/4HANA, various objects allow you to use fields and InfoObjects in their definition. Fields refer to technical column names in the underlying data source, while InfoObjects are semantic metadata objects that provide business context to the data. Below is a detailed explanation of the correct answers:
* Explanation: Hierarchies in SAP BW/4HANA are used to define hierarchical relationships for characteristics (e.g., organizational structures or product hierarchies). They rely on characteristics (InfoObjects) but do not directly involve fields from the underlying data source. Therefore, hierarchies cannot use both fields and InfoObjects in their definition.
* Hierarchies are purely metadata-driven and do not interact with technical fields.
Option B: InfoObject type Key FigureExplanation: Key Figures are a type of InfoObject used to store measurable values (e.g., revenue, quantity). While they can be used in various BW objects, they are not defined using both fields and InfoObjects. Key Figures are standalone metadata objects and do not combine fields from the underlying data source with InfoObjects.
Reference: Key Figures are part of the semantic layer and do not involve technical fields in their definition.
Option C: Open ODS ViewExplanation: Open ODS Views allow you to create virtual data models by directly accessing underlying database tables or views. They can use both fields (technical column names) from the source table and InfoObjects (semantic metadata) to define the structure of the view. This flexibility makes Open ODS Views a powerful tool for integrating raw data with BW semantics.
Reference: In SAP BW/4HANA, Open ODS Views are commonly used to expose external data sources while leveraging BW's metadata capabilities. They align with SAP Data Engineer - Data Fabric principles by enabling seamless integration of raw and semantic data.
Option D: DataStore Object (advanced)Explanation: Advanced DataStore Objects (aDSOs) are versatile storage objects in SAP BW/4HANA that support both reporting and data staging. They allow you to define fields (technical column names) and InfoObjects (semantic metadata) in their structure. This dual capability enables aDSOs to serve as a bridge between raw data and BW's semantic layer.
Reference: aDSOs are central to SAP BW/4HANA's data modeling approach, providing flexibility to use both fields and InfoObjects. They are widely used in SAP Data Engineer - Data Fabric scenarios for data harmonization and reporting.
Option E: Composite ProviderExplanation: Composite Providers combine data from multiple sources, such as InfoProviders, Open ODS Views, and external sources. They allow you to use both fields (from underlying data sources) and InfoObjects (from BW metadata) in their definition. This makes Composite Providers ideal for creating unified views of data across diverse sources.
Reference: Composite Providers are a key component of SAP BW/4HANA's virtual data modeling capabilities. They enable flexible data integration while maintaining compatibility with BW's semantic layer, aligning with SAP Data Engineer - Data Fabric principles.
SummaryThe following objects in SAP BW/4HANA allow you to use both fields and InfoObjects in their definition:
Open ODS View: Combines technical fields from the source with BW InfoObjects for semantic enrichment.
DataStore Object (advanced): Supports both raw fields and semantic InfoObjects for flexible data modeling.
Composite Provider: Integrates fields from various sources with BW InfoObjects to create unified data views.
These objects reflect SAP BW/4HANA's ability to seamlessly integrate raw data with semantic metadata, supporting efficient data engineering and analytics within the SAP Data Engineer - Data Fabric framework.

NEW QUESTION # 15
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