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SAP C-BW4H-2404 認定試験の出題範囲：

トピック	出題範囲
トピック 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.
トピック 2	Fundamentals: This portion explores key terminologies, principles, and benefits of SAP BW 4HANA built on SAP HANA technology.
トピック 3	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.
トピック 4	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.
トピック 5	SAP BW 4HANA Project and the Modeling Process: This segment offers direction on orchestrating SAP BW 4HANA initiatives.
トピック 6	Data Governance, Security, and Authorization: This part concentrates on safeguarding assets and information within SAP BW 4HANA and SAP HANA ecosystems.
トピック 7	SAP Datasphere: This part investigates the implementation of SAP Datasphere, encompassing its modeling components and the SAP BW bridge capabilities.
トピック 8	Performance Optimization: This section scrutinizes elements associated with enhancing system efficiency.

SAP Certified Associate - Data Engineer - Data Fabric 認定 C-BW4H-2404 試験問題 (Q56-Q61):

質問 # 56
Which development object needs to be built to generate an HDI Container?

A. Package
B. SQL script procedure
C. HDB module
D. Space

正解：C

解説：
In the context of SAP HANA Deployment Infrastructure (HDI), anHDI Containeris a dedicated, isolated schema in the SAP HANA database that stores and manages database objects such as tables, views, procedures, and other artifacts. HDI Containers are used tosupport multi-target applications (MTAs) and enable developers to manage database objects in a structured and modular way.
* HDB Module (B):AnHDB moduleis a development object within the SAP Web IDE for SAP HANA or SAP Business Application Studio. It contains the database design-time artifacts (e.g.,.hdbtable,.
hdbview,.hdbsynonym) that define the structure and logic of the database objects. When you build an HDB module, it triggers the creation of an HDI Container if one does not already exist. The HDI Container is then populated with the runtime objects generated from the design-time artifacts defined in the HDB module.
* Key Points:
* The HDB module is part of a Multi-Target Application (MTA) project.
* It uses the HDI Deployer service to deploy the design-time artifacts into the HDI Container.
* The HDI Container ensures isolation and versioning of database objects, making it suitable for modern application development practices.
* Why Not the Other Options?
* Space (A):Aspaceis a concept in Cloud Foundry environments where applications and services are deployed. While spaces are used to organize and isolate resources, they are not directly related to generating an HDI Container. Spaces host applications and services but do not define the database objects required for an HDI Container.
* Package (C):In SAP HANA, apackageis a folder-like structure used to organize development objects in the SAP HANA repository. However, packages alone do not generate HDI Containers.
They are used in the classic repository-based development model (XSA or XS Classic), whereas HDI Containers are associated with the newer HDI-based development model.
* SQL Script Procedure (D):ASQL script procedureis a database artifact used to define procedural logic in SQL. While SQL script procedures can be deployed into an HDI Container, they are not responsible for generating the container itself. The container must already exist before deploying such artifacts.
Development Object Required to Generate an HDI Container:
SAP Data Engineer - Data Fabric Context:In theSAP Data Engineer - Data Fabriclandscape, HDI Containers play a crucial role in enabling modular and scalable data management. They allow developers to create isolated environments for different applications or tenants, ensuring data security and consistency. By leveraging HDB modules, developers can define and deploy database objects in a structured manner, aligning with modern DevOps practices.
For more information, refer to the following resources:
* SAP HANA Developer Guide for SAP HANA XS Advanced: Explains the role of HDB modules and HDI Containers in application development.
* SAP Business Application Studio Documentation: Provides guidance on creating and building HDB modules in the context of MTAs.
* SAP Learning Hub: Offers training on SAP HANA development, including HDI and MTA concepts.
By selectingB (HDB module), you ensure that the correct development object is identified for generating an HDI Container, enabling efficient database development and deployment.

質問 # 57
Which node types are only available for graphical modeling of SAP HANA HDI Calculation Views (XS Advanced), but not for SAP HANA Calculation Views (XS Classic)? Note: There are 2 correct answers to this question.

A. Rank
B. Graph
C. Intersect
D. Aggregation

正解：A、B

解説：
* A. Rank: This node type is only available for graphical modeling of SAP HANA HDI Calculation Views (XS Advanced), but not for SAP HANA Calculation Views (XS Classic). It allows you to rank the data based on a measure and a ranking rule12.
* D. Graph: This node type is only available for graphical modeling of SAP HANA HDI Calculation Views (XS Advanced), but not for SAP HANA Calculation Views (XS Classic). It allows you to model graph data and perform graph operations such as shortest path, neighborhood search, and pattern matching13.
Reference:
* 1
https://help.sap.com/docs/SAP_HANA_PLATFORM/fc5ace7a367c434190a8047881f92ed8/050f14f7a
6d94d2da905b0a4072ba546.html
* 2 https://help.sap.com/docs/r/e8e6c8142e60469bb401de5fdb6f7c00/2.0.03/en- US/9b9b4b8e0c4d4f0a9c3e7f8a3b5d9b9d.html
* 3 https://help.sap.com/docs/r/e8e6c8142e60469bb401de5fdb6f7c00/2.0.03/en- US/e8b26f49218648eaa8e2ce9b54a8b812.html

質問 # 58
For which requirements do you suggest an SAP HANA modeling focus rather than an SAP BW/4HANA modeling focus? Note: There are 2 correct answers to this question.

A. Leveraging SQL in-house knowledge
B. Finding the best match using a fuzzy search
C. Loading snapshots or deltas from different sources on a periodic basis
D. Reporting on a harmonized set of master data

正解：A、B

質問 # 59
InfoObject "CITY" is defined as a display attribute for InfoObject "CUSTOMER" 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 this scenario? Note: There are 3 correct answers to this question.

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

正解：A、C、D

解説：
To display the "COUNTRY" of a "CUSTOMER" in a master data report, you need to establish a relationship between these InfoObjects. Below is an explanation of the correct answers:
B: Generate external views for "CUSTOMER", "CITY", "COUNTRY" join them in another calculation viewThis approach leverages SAP HANA's native capabilities to model data relationships. By generating external views for each InfoObject ("CUSTOMER", "CITY", "COUNTRY"), you can create a calculation view that joins these views based on their relationships. This method is particularly useful for real-time reporting and ensures optimal performance by utilizing SAP HANA's in-memory processing.

質問 # 60
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. Define a package.
C. Generate the HDI container.
D. Assign a space.

正解：D

質問 # 61
......

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C-BW4H-2404日本語版参考書: https://www.certshiken.com/C-BW4H-2404-shiken.html