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SAP Certified Associate - Data Engineer - Data Fabric Sample Questions (Q62-Q67):

NEW QUESTION # 62
"You have already loaded data from a non-sap system into SAP Data Wharehouse Cloud. You want to federate this data with data from an InfoCube of your SAP BW powered by SAP HANA system" What do you need to use to combine data?

A. SAP ABAP Connection
B. BW Remote migration
C. BW SHEL Migration
D. SAP BW/4HANA Model Transfer.

Answer: A

Explanation:
* C. SAP ABAP Connection: This is what you need to use to combine data from a non-sap system and an InfoCube of your SAP BW powered by SAP HANA system using SAP Data Warehouse Cloud. You can use an SAP ABAP connection to connect to your SAP BW system and access the InfoCube data as a remote table. You can then join this remote table with the data from the non-sap system that you have already loaded into SAP Data Warehouse Cloud using a graphical view12.
Reference:
* 1 https://help.sap.com/doc/00f68c2e08b941f081002fd3691d86a7/release/en-US/0c9d6f0a6c4a4b8e8b3f7e5c0a3d6f9d.html
* 2 https://help.sap.com/doc/00f68c2e08b941f081002fd3691d86a7/release/en-US/5c9a6c8b6c4a4b8e8b3f7e5c0a3d6f9d.html

NEW QUESTION # 63
Which source types are available to create a generic DataSource in SAP ERP? Note: There are 3 correct answers to this question.

A. ABAP managed database procedure
B. ABAP function module
C. Database view
D. SAP query
E. ABAP class method

Answer: B,C,D

Explanation:
B. SAP query:
* Allows creating a DataSource based on user-defined queries in the SAP ERP system.
D. ABAP function module:
* Custom function modules enable flexible and tailored data extraction.
E. Database view:
* Direct database views provide an efficient and straightforward way to extract data from underlying tables.
References:SAP ERP DataSource creation documentation (SAP Help Portal - Generic DataSources).

NEW QUESTION # 64
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 CompositeProvider
B. Assign hierarchy properties to the field in the BW Query
C. Add the characteristic to the DataStore object (advanced)
D. Associate the field with the characteristic in the Open ODS View

Answer: A,D

Explanation:
* Field-to-Characteristic Association in Open ODS View (Answer C):
* The Open ODS View allows mapping fields to existing characteristics without modifying transformations.
* Field-to-Characteristic Association in CompositeProvider (Answer D):
* CompositeProviders enable dynamic association of fields with characteristics to leverage hierarchy capabilities.
* Assigning Hierarchy in Query (Option A):This only applies during query execution, not at the data flow level.
* Adding Characteristic to DSO (Option B):This requires a transformation change, contrary to the requirement.
Incorrect Options:References:
* SAP BW/4HANA Field-Based Modeling Documentation
* SAP Help on Open ODS Views

NEW QUESTION # 65
What are prerequisites for S-API Extractors to load data directly into SAP Datasphere core tenant using delta mode? Note: There are 2 correct answers to this question.

A. Extractor must be based on a function module
B. Operational Data Provisioning (ODP) must be enabled
C. Real-time access needs to be enabled
D. A primary key needs to exist.

Answer: B,D

Explanation:
To load data directly into SAP Datasphere (formerly known as SAP Data Warehouse Cloud) core tenant using delta mode via S-API Extractors, certain prerequisites must be met. Let's evaluate each option:
* Option A: Real-time access needs to be enabled.Real-time access is not a prerequisite for delta mode loading. Delta mode focuses on incremental data extraction and loading, which does not necessarily require real-time capabilities. Real-time access is more relevant for scenarios where immediate data availability is critical.
* Option B: A primary key needs to exist.A primary key is essential for delta mode loading because it uniquely identifies records in the source system. Without a primary key, the system cannot determine which records have changed or been added since the last extraction, making delta processing impossible.
* Option C: Extractor must be based on a function module.While many S-API Extractors are based on function modules, this is not a strict requirement for delta mode loading. Extractors can also be based on other mechanisms, such as views or tables, as long as they support delta extraction.
* Option D: Operational Data Provisioning (ODP) must be enabled.ODP is a critical prerequisite for delta mode loading. It provides the infrastructure for managing and extracting data incrementally from SAP source systems. Without ODP, the system cannot track changes or deltas effectively, making delta mode loading infeasible.
* SAP Datasphere Documentation: Outlines the prerequisites for integrating data from SAP source systems using delta mode.
* SAP Help Portal: Provides detailed information on S-API Extractors and their requirements for delta processing.
* SAP Best Practices for Data Integration: Highlights the importance of primary keys and ODP in enabling efficient delta extraction.
References:In conclusion, the two prerequisites for S-API Extractors to load data into SAP Datasphere core tenant using delta mode are the existence of aprimary keyand the enabling ofOperational Data Provisioning (ODP).

NEW QUESTION # 66
You want build a web-based dashboard with interactive visualizations using Javascript. Which SAP tool can you use to create this?

A. SAP Smart Business Cockpits
B. SAP Crystal Reports
C. Web Intelligence
D. SAP Analytics Cloud analytics designer
E. SAP BusinessObjects

Answer: D

Explanation:
* SAP Analytics Cloud analytics designer: This tool can help you create web-based dashboards with interactive visualizations using Javascript. You can use the analytics designer to create custom applications that leverage the power of SAP Analytics Cloud models and APIs12.
Reference:
* 1 https://blogs.sap.com/2020/11/05/data-visualization-best-practices-in-dashboard-design-using-sap-analytics-cloud/
* 2 https://blogs.sap.com/2021/12/15/sap-analytics-cloud-sac/

NEW QUESTION # 67
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