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SAP Certified Associate - Data Engineer - Data Fabric Sample Questions (Q54-Q59):

NEW QUESTION # 54
Which SAP solutions can leverage the Write Interface for DataStore objects (advanced) to push data into the inbound table of DataStore objects (Advanced)?
There are 2 correct answers to this question.

A. SAP Data Warehouse Cloud.
B. SAP Landscape Transformation Replication Server
C. SAP Data Services
D. SAP Process Integration

Answer: B,C

Explanation:
* A. SAP Data Services: This tool can leverage the Write Interface for DataStore objects (advanced) to push data into the inbound table of DataStore objects (advanced) using RFC or HTTP calls. This can improve the performance and flexibility of data integration scenarios12.
* B. SAP Landscape Transformation Replication Server: This tool can leverage the Write Interface for DataStore objects (advanced) to push data into the inbound table of DataStore objects (advanced) using RFC or HTTP calls. This can improve the performance and flexibility of data replication scenarios13.
Reference:
* 1 https://help.sap.com/docs/r/107a6e8a38b74ede94c833ca3b7b6f51/2.0.6/en-US/8127edbcf2fa488ba04dfc1751d5261d.html
* 2 https://blogs.sap.com/2020/08/17/sap-bw-4hana-write-interface-enabled-adso-connected-to-a-3rd-party-tool/
* 3 https://help.sap.com/docs/r/107a6e8a38b74ede94c833ca3b7b6f51/2.0.4/en-US/8127edbcf2fa488ba04dfc1751d5261d.html

NEW QUESTION # 55
In SAP Web IDE for SAP HANA you have imported a project including an HDB module with calculation views. What do you need to do in the project settings before you can successfully build the HDB module?

A. Change the schema name
B. Assign a space.
C. Generate the HDI container.
D. Define a package.

Answer: B

Explanation:
* Before building an HDB module in SAP Web IDE for SAP HANA, a space must be assigned to allocate the HDI container within the SAP HANA environment.
* The space is part of the SAP HANA Cloud Platform's multi-tenant environment and determines where the container is deployed.
References: SAP HANA HDI development and SAP Web IDE for SAP HANA configuration (SAP Help Portal - SAP Web IDE).

NEW QUESTION # 56
You use InfoObject B as a display attribute for InfoObject A.
Which object properties prevent you from changing InfoObject B into a navigational attribute for InfoObject A? Note: There are 3 correct nswers to this question."

A. Attribute Only is set in InfoObject B
B. High Cardinality is set in InfoObject B
C. InfoObject B is defined as a Key Figure.
D. Data Type "Character String" is set in InfoObject A
E. Conversion Routine "ALPHA" is set in InfoObject A

Answer: A,B,E

Explanation:
* A. High Cardinality is set in InfoObject B: This is an object property that prevents you from changing InfoObject B into a navigational attribute for InfoObject A.
A characteristic with high cardinality cannot be used as a navigation attribute for another characteristic, and therefore it cannot have navigation attributes itself12.
* B. Attribute Only is set in InfoObject B: This is an object property that prevents you from changing InfoObject B into a navigational attribute for InfoObject A.
A characteristic that is marked as an exclusive attribute can only be used as a display attribute for another characteristic, but not as a navigational attribute. In addition, the characteristic cannot be transferred into InfoCubes34.
* D. Conversion Routine "ALPHA" is set in InfoObject A: This is an object property that prevents you from changing InfoObject B into a navigational attribute for InfoObject A.
A characteristic that has a conversion routine cannot have navigational attributes, because the conversion routine would have to be applied to the navigational attributes as well, which is not possible5 .
Reference:
* 1 https://help.sap.com/docs/SAP_BW4HANA/107a6e8a38b74ede94c833ca3b7b6f51/f851415842154e59a5f038e458b97a0b.html
* 2 https://help.sap.com/doc/saphelp_nw75/7.5.5/en-US/f8/51415842154e59a5f038e458b97a0b/content.htm
* 3 https://help.sap.com/doc/saphelp_scm700_ehp02/7.0.2/en-US/63/f3c416bcbf4730bb86e62ef8a54e17/content.htm
* 4 https://answers.sap.com/questions/1149854/difference-display-attribute-and-navigational-attr.html
* 5 https://help.sap.com/doc/saphelp_nw75/7.5.5/en-US/42/f93a83ae5546d3a7cfd7ff09e25a2b/content.htm
* https://answers.sap.com/questions/10121838/infoobjects-attributes.html

NEW QUESTION # 57
"How does SAP position SAP Data Warehouse Cloud in supporting business users?"

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

Answer: C

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 # 58
Which recommendations should you follow to optimize BW query performance? Note: There are 3 correct answers to this question

A. Use characteristic filters that overlap
B. Use exclude functions in the restricted key figures
C. Use include functions in the restricted key figures.
D. Use fewer drill-down characteristics in the initial view
E. Use mandatory characteristic value variables

Answer: C,D,E

Explanation:
* A. Use fewer drill-down characteristics in the initial view: This can improve the query performance by reducing the amount of data that needs to be transferred and displayed at the start of the query execution. The user can drill down to more details later if needed1.
* D. Use mandatory characteristic value variables: This can improve the query performance by restricting the data selection to a smaller set of values that are relevant for the user. The user can also change the variable values later if needed1.
* E. Use include functions in the restricted key figures: This can improve the query performance by avoiding unnecessary calculations and aggregations that are done when using exclude functions.
Include functions are also more efficient than selections or restricted key figures when filtering data1.
Reference:
* 2 https://blogs.sap.com/2015/04/20/query-performance-optimisation-tips-in-bw-73/
* 1 https://blogs.sap.com/2022/02/02/query-performance-optimization-in-bw-few-tips/
* 3 https://help.sap.com/doc/00f68c2e08b941f081002fd3691d86a7/2022.12/en- us/0471d0ecea4e4677ba29d9ac1496c24c.html
* 4 https://blogs.sap.com/2021/06/02/sap-bw-4hana-performance-optimization-part-i/

NEW QUESTION # 59
......

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