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SAP Certified Associate - Data Engineer - Data Fabric Sample Questions (Q74-Q79):
NEW QUESTION # 74
You create a Data Store object (advanced) using the "Data Mart DataStore Object" modeling property. Which behaviors are specific to this modeling property? Note: There are 2 correct answers to this question.
- A. The change log table will be filled only after data activation.
- B. Query results are shown only when data has been activated.
- C. Reporting is done based on a union of the inbound active tables.
- D. The records are treated as if all characteristics are in the key.
Answer: C,D
Explanation:
* Data Mart DataStore Object Properties:
* Designed for flexible reporting scenarios where data is treated with minimal restrictions.
* Key Behaviors:
* Union for Reporting (Answer C):Combines inbound and active tables for reporting, allowing real-time insights.
* Key Handling (Answer D):All characteristics are treated as part of the key, ensuring no duplicate records in the Data Mart.
* Change Log Activation (Option A):The change log is irrelevant for Data Mart DSOs.
* Query Results (Option B):Query results can be shown even before data activation.
Incorrect Options:References:
* SAP BW/4HANA Advanced DataStore Object Documentation
* SAP Data Mart Modeling Guide
NEW QUESTION # 75
Which interface do you use to create a BW InfoObjet with access type "SAP HANA view!?
- A. BW moedling perspective in SAP HANA studio
- B. SAP HANA modeler perspective in SAP HANA studio
- C. Embedded SAP GUI in SAP HANA studio
- D. SAP Web IDE for SAP HANA
Answer: A
NEW QUESTION # 76
In an SAP HANA smart data integration flowgraph, which transformation options are available? Note: There are 3 correct answers to this question.
- A. Split datasets
- B. Combine datasets
- C. Call an ABAP function module
- D. Execute a stored procedure
- E. Execute an SAP HANA analysis process
Answer: A,B,D
NEW QUESTION # 77
Which layer of the layered scalable architecture (LSA++) of SAP BW/4HANA is designed as the main storage for harmonized consistent data?
- A. Flexible Enterprise Data Warehouse Core layer
- B. Virtual Data Mart layer
- C. Data Acquisition layer
- D. Open Operational Data Store layer
Answer: A
NEW QUESTION # 78
An upper-level CompositeProvider compares current values with historic values based on a union operation.
The current values are provided by a DataStore object (advanced) that is updated daily. Historic values are provided by a lower-level CompositeProvider that combines different open ODS views from DataSources.
What can you do to improve the performance of the BW queries that use the upper-level CompositeProvider?
Note: There are 2 correct answers to this question.
- A. Replace the DataStore object (advanced) for current data by an Open ODS view that accesses the current data directly from the source system.
- B. Use a join node instead of the Union node in the upper-level CompositeProvider.
- C. Use the "Generate Dataflow" feature for the Open ODS views load the historic data to the new generated DataStore objects (advanced).
- D. Replace the lower-level CompositeProvider with a new DataStore object (advanced) fill it with the same combination of historic data.
Answer: C,D
Explanation:
* Replace Lower-Level CompositeProvider (Answer A):
* Using a DataStore object (advanced) for historical data improves performance by enabling optimized data storage, indexing, and query execution compared to a CompositeProvider.
* Generate Dataflow for Historic Data (Answer D):
* The "Generate Dataflow" feature allows you to extract data from Open ODS views and load it into new advanced DataStore objects, improving performance by reducing dependency on dynamic query processing.
* Join Node Instead of Union (Option B):Joins are not suitable for comparing current and historic values.
* Open ODS for Current Data (Option C):Open ODS views for current data may introduce latency and lack indexing optimizations.
Incorrect Options:References:
* SAP BW/4HANA Modeling Guide
* SAP Help Portal - Performance Optimization Techniques
NEW QUESTION # 79
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