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SAP C-BW4H-2404 Exam Syllabus Topics:

Topic	Details
Topic 1	Data Modeling and Design: This segment delves into the attributes and features of modeling entities within SAP BW 4HANA and SAP HANA HDI frameworks.
Topic 2	Data Acquisition into SAP BW 4HANA: This section addresses the incorporation of diverse data origins into SAP BW 4HANA and the methodologies for data ingestion.
Topic 3	Performance Optimization: This section scrutinizes elements associated with enhancing system efficiency.
Topic 4	SAP BW4HANA Project and Modeling Process: In this topic, candidates learn about how to design and implement efficient data models within environment of the SAP BW 4HANA.
Topic 5	SAP BW 4HANA Project and the Modeling Process: This segment offers direction on orchestrating SAP BW 4HANA initiatives.

SAP Certified Associate - Data Engineer - Data Fabric Sample Questions (Q71-Q76):

NEW QUESTION # 71
For which reasons should you run an SAP HANA delta merge? Note: There are 2 correct answers to this question.

A. To combine the query cache from different executions
B. To decrease memory consumption
C. To improve the read performance of InfoProviders
D. To move the most recent data from disk to memory

Answer: B,C

Explanation:
A. To decrease memory consumption:
* Delta merges move data from the delta storage to the main storage of SAP HANA. This optimizes memory usage by compressing and consolidating data.
D. To improve the read performance of InfoProviders:
* By merging delta data with main storage, queries access fewer fragmented data structures, leading to better read performance.
References: SAP HANA Performance Optimization Guide (SAP Help Portal - Delta Merge).

NEW QUESTION # 72
You created a generic DataSource in SAP ERP but did not release the DataSource for Operational Data Provisioning (ODP). What is the effect in SAP BW/4HANA?

A. The ODP DataSource has to be created using the ODP_SAP source system type.
B. The ODP DataSource cannot be replicated using the ODP_SAP source system type.
C. The ODP DataSource has to be created using the ODP_HANA source system type.
D. The ODP DataSource can be generated using the DataFlow generation feature.

Answer: B

NEW QUESTION # 73
What are valid options when using the Data Flow feature of SAP Datasphere? Note: There are 3 correct answers to this question.

A. Remote tables can be used as target objects.
B. NumPy Pas are automatically converted to SQL script.
C. Python language can be used for complex transformation.
D. Data can be combined using Union or Join operators.
E. Target mode can be Append Truncate or Delete.

Answer: C,D,E

Explanation:
B. Python for complex transformation:
* SAP Datasphere supports the use of Python for advanced and custom transformations during data processing.
C. Data combination with Union/Join operators:
* Data Flow allows combining multiple data sources through Union or Join operators for seamless integration.
E. Target modes (Append/Truncate/Delete):
* These target modes provide flexibility in managing data in the target table during the data flow execution.
References:SAP Datasphere Data Flow documentation (SAP Help Portal)

NEW QUESTION # 74
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. Assign a space.
B. Change the schema name
C. Generate the HDI container.
D. Define a package.

Answer: A

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 # 75
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. The records are treated as if all characteristics are in the key.
D. Reporting is done based on a union of the inbound active tables.

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 # 76
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