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C_BW4H_2505 SAP Certified Associate - Data Engineer - SAP BW/4HANA Questions and Answers

Questions 4

What foundation is necessary to use SAP S/4HANA embedded analytics?

Options:

A.

SAP HANA optimized business content

B.

ABAP CDS view based virtual data model

C.

Generated external SAP HANA Calculation Views

D.

SAP Agile Data Preparation

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Questions 5

Which of the following are possible delta-specific fields for a generic DataSource in SAP S/4HANA? Note: There are 3 correctanswers to this question.

Options:

A.

Calendar day

B.

Request ID

C.

Numeric pointer

D.

Record mode

E.

Time stamp

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Questions 6

You define a remote subscription of type UPSERT in an SAP HANA Smart Data Integration (SDI) real-time update scenario.Which fields are added to the DataSource automatically?Note: There are 3 correctanswers to this question.

Options:

A.

SDI_LENTITY_COUNTER

B.

SDILCHANGE_SEQUENCE

C.

SDILCHANGE_TIME

D.

SDILCHANGE_TYPE

E.

SDILRECORD_MODE

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Questions 7

What are the main challenges companies face that want to make data-driven decisions?Note: There are 3 correctanswers to this question.

Options:

A.

Simplify the data landscape to reduce costs and accelerate insights.

B.

Harness the power of fragmented, unstructured data sources to turn them into valuable business insights.

C.

Boost confidence in the quality of their data

D.

Unlock a new dimension of insights, advanced analytics, and Al capabilities.

E.

Uncever the hidden potential in their business by unlocking seamless access to critical insights.

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Questions 8

You want to build an SAP HANA HDI calculation view of data category CUBE, but you get a "no measure defined" error.For the business requirement, a measure does not make sense.Besides changing the data category to DIMENSION, what do you have to do?

Options:

A.

Switch from an aggregation node to a projection node.

B.

Switch from a projection node to a star join node.

C.

Switch from a projection node to an aggregation node.

D.

Switch from an aggregation node to a star join node.

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Questions 9

For which use case would you need to model a transitive attribute?

Options:

A.

Generate a transient provider for a BW query on master data attributes

B.

Store time-dependent snapshots of master data attributes

C.

Load attributes using the enhanced master data update

D.

Report on navigational attributes of navigational attributes

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Questions 10

What are some of the advantages of using SAP BW/4HANA business content? Note: There are 2 correctanswers to this question.

Options:

A.

Automatic content activation during installation of SAP BW/4HANA

B.

Automatic generation of Analysis Authorizations during SAP BW/4HANA content activation

C.

Accelerated SAP BW/4HANA implementation using ready-made models

D.

Ability to modify business content objects to meet customer specific requirements

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Questions 11

Which source types are available to create a generic DataSource in SAP ERP? Note: There are 3 correctanswers to this question.

Options:

A.

ABAP class method

B.

SAP query

C.

ABAP managed database procedure

D.

ABAP function module

E.

Database view

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Questions 12

Why is the start process a special type of process in a process chain?Note: There are 2 correctanswers to this question.

Options:

A.

Only one start process is allowed for each process chain.

B.

Itcan be a successor of another process.

C.

It is the only process that can be scheduled without a predecessor.

D.

It can be left out when the Process Chain is embedded in a meta chain.

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Questions 13

Which layer of the layered scalable architecture (LSA++) of SAP BW/4HANA is designed as the main storage for harmonized consistent data?

Options:

A.

Open Operational Data Store layer

B.

Data Acquisition layer

C.

Flexible Enterprise Data Warehouse Core layer

D.

Virtual Data Mart layer

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Questions 14

You created an Open ODS view of type Facts.With which object types can you associate a field in the Characteristics folder? Note: There are 2 correctanswers to this question.

Options:

A.

Open ODS view of type Master Data

B.

InfoObject of type Characteristic

C.

Open ODS view of type Facts

D.

HDI Calculation View of data category Dimension

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Questions 15

For InfoObject ADDRESS, the High Cardinality flag has been set. However, ADDRESS has an attribute CITY without the High Cardinality flag.What is the effect on SID values in this scenario?

Options:

A.

SID values are generated when InfoObject ADDRESS is activated.

B.

SID values are generated when data for InfoObject ADDRESS is loaded.

C.

SID values are generated when InfoObject CITY is activated.

D.

SID values are not stored for InfoObject ADDRESS.

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Questions 16

When loading master data for a material, you want to look at the new values before they are released for reporting.How can you make this possible?Note: There are 2 correctanswers to this question.

Options:

A.

When you define the data transfer process, select the "Get All New Data Request by Request" setting.

B.

When you define the attributes of the material characteristic, select the “Time Dependent’ setting.

C.

When you define the material characteristic, select the “Enhanced Master data update” setting.

D.

When you define the data transfer process, select the “Set manually” setting for “Overall status of request”.

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Questions 17

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?

Options:

A.

Generate the HDI container

B.

Assign a space

C.

Define a package

D.

Change the schema name

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Questions 18

You are involved in an SAP BW/4HANA project focusing on General Ledger reporting want to use the SAP ERP stard DataSource OFI_GL_14 (New GL Items) which is not active in your SAP ERP system.Which transactions can be used to activate this DataSource? Note: There are 2 correctanswers to this question.

Options:

A.

Transaction RSORBCT (Data Warehousing Workbench: BI Content) in the SAP BW/4HANA system

B.

Transaction RSA5 (Installation of DataSource from Business Content) in the SAP ERP system

C.

Transaction RSA2 (DataSource Repository) in the SAP ERP system

D.

Transaction RSDS (DataSource Repository) in the SAP BW/4HANA system

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Questions 19

Which data deletion options are offered for a Standard DataStore Object (advanced)?Note: There are 3 correctanswers to this question.

Options:

A.

Selective deletion of data

B.

Selective deletion including data of subsequent targets

C.

Request-based data deletion

D.

Deletion of data from all tables

E.

Deletion of all data from active table only

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Questions 20

You create a report with SAP Crystal Reports for Enterprise and need an analysis view as a data source.Which tool can you use to create this analysis view?

Options:

A.

SAP Lumira, designer edition

B.

SAP BusinessObjects Web Intelligence

C.

SAP Analysis for Microsoft Office

D.

SAP Crystal Reports for Enterprise

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Questions 21

Which SAP BW/4HANA objects support the feature of generating an external SAP HANA View? Note: There are 2 correctanswers to this question.

Options:

A.

BW query

B.

Open ODS view

C.

Composite Provider

D.

Semantic group object

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Questions 22

What is the request handling default setting for error handling in a data transfer process (DTP) in SAP BW/4HANA?

Options:

A.

Request is set to success, error stack is written, and valid records are updated.

B.

Request is canceled, records are not tracked, and target is not updated.

C.

Request is canceled, first incorrect record is tracked, and target is not updated.

D.

Request is set to failed, error stack is written, and valid records are updated.

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Questions 23

You want to create a restricted column in an SAP HANA HDI calculation view.What do you need to define?Note: There are 2 correctanswers to this question.

Options:

A.

A reference to an existing measure

B.

An aggregation method

C.

A condition criterion

D.

An SAP HANA data type

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Questions 24

You create a DataStore object (advanced) using the "Data Mart DataStore Object" modeling property.Which behaviors are specific to this modeling property?Note: There are 2 correctanswers to this question.

Options:

A.

The records are treated as if all characteristics are in the key.

B.

Reporting is done based on a union of the inbound and active tables.

C.

Query results are shown only when data has been activated.

D.

The change log table will be filled only after data activation.

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Exam Code: C_BW4H_2505
Exam Name: SAP Certified Associate - Data Engineer - SAP BW/4HANA
Last Update: Oct 1, 2025
Questions: 80

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