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SAP Certified Associate - Data Engineer - Data Fabric Sample Questions (Q59-Q64):

NEW QUESTION # 59
What is the maximum number of reference characteristics that can be used for one key figure with a multi-dimensional exception aggregation in a BW query?

A. 0
B. 1
C. 2
D. 3

Answer: B

NEW QUESTION # 60
You want to add a Source System of type Big Data in SAP BW/4HANA.
Which adapters can you use to reference the remote source system? Note: There are 2 correct answers to this question.

A. SAP HANA Adapter
B. IQ (ODBC) adapter
C. SAP Vora ODBC adapter
D. Spark SQL Adapter

Answer: C,D

NEW QUESTION # 61
You have an existing field-based data flow that follows the layered scalable architecture (LSA++) concept. To meet a new urgent business requirement for field you want to leverage a hierarchy of an existing characteristic without changing the transformation.
How can you achieve this? Note: There are 2 correct answers to this question.

A. Associate the field with the characteristic in the Open ODS View
B. Associate the field with the characteristic in the CompositeProvider
C. Add the characteristic to the DataStore object (advanced)
D. Assign hierarchy properties to the field in the BW Query

Answer: B,D

Explanation:
To meet a new urgent business requirement for leveraging an existing characteristic's hierarchy without changing the transformation, you can achieve this by using specific features of SAP BW/4HANA. Below is a detailed explanation of how each option works and why the verified answers are correct.
* Field-Based Data Flow:Field-based data flows in SAP BW/4HANA allow you to process data at the field level rather than the entire record. This approach provides flexibility in handling specific fields independently.
* Hierarchy in SAP BW/4HANA:Hierarchies in SAP BW/4HANA are used to organize master data into structured levels (e.g., organizational hierarchies like departments or product categories). They enable advanced reporting capabilities, such as drill-downs and roll-ups.
* Layered Scalable Architecture (LSA++):LSA++ is a modern data warehousing architecture that simplifies data modeling and ensures scalability. It includes layers like the Open ODS View, DataStore Object (advanced), and CompositeProvider, which play specific roles in data processing and reporting.
* Transformation Independence:The requirement specifies that the transformation should not be changed.
This means you need to leverage existing objects and configurations without modifying the underlying data flow logic.
Key Concepts:
* Why Correct?In SAP BW/4HANA, hierarchies can be directly assigned to fields in a BW Query. This allows you to use the hierarchy of an existing characteristic without altering the transformation or data flow. By assigning hierarchy properties in the query, you enable hierarchical reporting capabilities (e.g., drill-downs) for the field.
* How It Works:
* Navigate to the BW Query Designer.
* Select the field that corresponds to the characteristic.
* Assign the hierarchy properties to the field, enabling hierarchical navigation in reports.
* Advantages:
* No changes to the underlying data flow or transformation.
* Quick implementation since it leverages existing query capabilities.
* Why Incorrect?Adding the characteristic to the DataStore object (advanced) would require modifying the data flow and transformation, which violates the requirement to avoid changes to the transformation. This approach is not suitable for meeting the urgent business requirement without impacting the existing setup.
* Why Incorrect?Associating the field with the characteristic in the Open ODS View would also involve changes to the data flow or transformation. Since the Open ODS View is part of the data acquisition layer, any modification here would impact the upstream data flow, which is not allowed in this scenario.
* Why Correct?A CompositeProvider in SAP BW/4HANA combines data from multiple sources (e.g., DataStore Objects, InfoProviders) into a single logical view. You can associate the field with the characteristic in the CompositeProvider without modifying the transformation. This allows you to leverage the hierarchy of the existing characteristic for reporting purposes.
* How It Works:
* Navigate to the CompositeProvider configuration.
* Map the field to the characteristic that has the required hierarchy.
* Use the CompositeProvider in your queries to enable hierarchical reporting.
* Advantages:
* No changes to the transformation or data flow.
* Leverages the existing CompositeProvider structure for flexibility.
Verified Answer Explanation:Option A: Assign hierarchy properties to the field in the BW QueryOption B:
Add the characteristic to the DataStore object (advanced)Option C: Associate the field with the characteristic in the Open ODS ViewOption D: Associate the field with the characteristic in the CompositeProvider
* SAP BW/4HANA Modeling Guide:The guide explains how to assign hierarchy properties in BW Queries and associate fields with characteristics in CompositeProviders. It emphasizes the importance of leveraging these features without modifying transformations.
* SAP Note 2700850:This note highlights best practices for using hierarchies in SAP BW/4HANA and provides guidance on implementing them in queries and CompositeProviders.
* SAP Best Practices for BW/4HANA:SAP recommends using BW Queries and CompositeProviders to meet urgent business requirements without altering the underlying data flow. These approaches ensure minimal disruption to existing processes.
SAP Documentation and References:
Practical Implications:When faced with urgent business requirements:
* UseBW Queriesto assign hierarchy properties to fields for quick implementation.
* LeverageCompositeProvidersto associate fields with characteristics without modifying transformations.
* Avoid making changes to the DataStore object or Open ODS View unless absolutely necessary, as these changes can impact the entire data flow.
By following these practices, you can meet business needs efficiently while maintaining the integrity of your data architecture.
References:
* SAP BW/4HANA Modeling Guide
* SAP Note 2700850: Hierarchies in SAP BW/4HANA
* SAP Best Practices for BW/4HANA

NEW QUESTION # 62
You would like to highlight the deviation from predefined threshold values for key figures actual revenue.
Which BW feature do you use?

A. Conditions
B. Structure
C. Calculated key figures
D. Exceptions

Answer: D

NEW QUESTION # 63
Where can you assign analysis authorizations? Note: There are 2 correct answers to this question.

A. In transaction PFCG to a role using the authorization object S_RS_AO
B. In transaction PFCG to a role using the authorization object S_RS_AUTH
C. In transaction RSECADMIN directly to a user
D. In transaction SU01 directly to a user

Answer: B,C

NEW QUESTION # 64
......

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