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SAP Certified Associate - Data Engineer - Data Fabric Sample Questions (Q80-Q85):

NEW QUESTION # 80
InfoObject CITY is defined as a display attribute for InfoObject CUSTOMER, and 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 the scenario? Note: There are 3 correct answer to this question."

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

Answer: B,C,D

NEW QUESTION # 81
What are the reasons for implementing Composite Providers? Note: There are 2 correct answers to this question.

• A. To directly expose an SAP HANA table from an external schema
• B. To provide an interface for using BW queries
• C. To provide a virtual data mart layer that combines existing BW models
• D. To persist combined data for reporting

Answer: B,C

Explanation:
C. To provide an interface for using BW queries:
* Composite Providers allow exposing combined data sets to BW queries directly, acting as a bridge for reporting.
D. To provide a virtual data mart layer that combines existing BW models:
* They create a logical layer by combining multiple InfoProviders without persisting the data, facilitating flexible data analysis.
References: SAP BW/4HANA Composite Provider documentation (SAP Help Portal - Composite Providers).

NEW QUESTION # 82
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. Real-time access needs to be enabled
• B. Operational Data Provisioning (ODP) must be enabled
• C. Extractor must be based on a function module
• 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 # 83
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. Request ID
• B. Numeric pointer
• C. Time stamp
• D. Record mode
• E. Calendar day

Answer: B,C,E

NEW QUESTION # 84
"How does SAP position SAP Data Warehouse Cloud in supporting business users?"

• A. Business users can generate SQL code that is pushed to SAP BW/4HANA.
• B. Business users can allocate system resources without IT involvement
• C. Business users can maintain process chains from SAP BW/4HANA dataflows
• D. Business users can create agile models from different sources

Answer: D

Explanation:
SAP Data Warehouse Cloud is a cloud-based data service that enables business users to create agile models from different sources and access data in real time. Business users can use the graphical user interface or the SQL editor to create data models, join data from various sources, and enrich data with business semantics. Business users can also use SAP Analytics Cloud to visualize and analyze data from SAP Data Warehouse Cloud. SAP Data Warehouse Cloud supports business users by providing self-service capabilities, pre-built business content, and flexible consumption options. Reference: 123

NEW QUESTION # 85
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