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

Questions 4

For a report, you would like to highlight the deviation from predefined threshold values for a key figure.Which BW query feature do you use?

Options:

A.

Condition

B.

Exception

C.

Key figure property

D.

Formula cell

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Questions 5

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 6

You create an SAP HANA HDI Calculation View.What are some of the reasons to choose the data category Cube with Star Join instead of data category Dimension? Note: There are 3 correctanswers to this question.

Options:

A.

You can combine master data transactional data.

B.

You can persist transactional data.

C.

You can provide default time characteristics.

D.

You can create restricted columns.

E.

You can aggregate measures as a sum.

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Questions 7

You want to set up the replication process for the SAP Landscape Transformation Replication Server.Which actions can you define for a specific table?Note: There are 3 correctanswers to this question.

Options:

A.

Set the reading type and portion sizes

B.

Apply mapping rules during the replication

C.

Convert Unicode to non-Unicode

D.

Apply customizing settings to the database redo logs

E.

Change or enrich the table structure

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Questions 8

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 correctanswers to this question.

Options:

A.

Data Type "Character String" is set in InfoObject A.

B.

Attribute Only is set in InfoObject B.

C.

High Cardinality is set in InfoObject B.

D.

InfoObject B is defined as a Key Figur

E.

Conversion Routine "ALPHA" is set in InfoObject A.

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Questions 9

Why do you set Read Access Type to "SAP HANA View" in a BW InfoObject?

Options:

A.

To report master data attributes which are defined in calculation views

B.

To generate an SAP HANA calculation view, data category Dimension

C.

To enable parallel loading of master data texts

D.

To use the InfoObject as an association within an Open ODS view

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Questions 10

You have already loaded data from a non-SAP system into . You want to federate this data with data from an InfoCube of your SAP BW powered by SAP HANA.What do you need to use to combine the data?

Options:

A.

SAP ABAP Connection

B.

SAP BW Shell Migration

C.

SAP BW Remote Migration

D.

SAP BW/4HANA Model Transfer

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Questions 11

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 12

What are the possible ways to fill a pre-calculated value set (bucket)? Note: There are 3 correctanswers to this question.

Options:

A.

By using a BW query (update value set by query)

B.

By accessing an SAP HANA HDI Calculation View of data category Dimension

C.

By using a transformation data transfer process (DTP)

D.

By entering the values manually

E.

By referencing a table

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Questions 13

What does a CompositeProvicer allow you to do in SAP BW/4HANA?Note: There are 3 correctanswers to this question.

Options:

A.

Join two ABAP CDS views

B.

Define new restricted key figures

C.

Create new calculated fields

D.

Combine InfoProviders using Joins and Unions

E.

Integrate SAP HANA calculation views

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Questions 14

You created an Open ODS View on an SAP HANA database table to virtually consume the data in SAP BW/4HANReal-time reporting requirements have now changed you are asked to persist the data in SAP BW/4HANA.Which objects are created when using the "Generate Data Flow" function in the Open ODS View editor? Note: There are 3 correctanswers to this question.

Options:

A.

DataStore object (advanced)

B.

SAP HANA calculation view

C.

Transformation

D.

Data source

E.

CompositeProvider

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Questions 15

In which ODP context is the operational delta queue (ODQ) managed by the target system?

Options:

A.

ODP_BW

B.

ODP SAP

C.

ODP_CDS

D.

ODP_HANA

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Questions 16

What are some of the variable types in a BW query that can use the processing type SAP HANA Exit? Note: There are 2 correctanswers to this question.

Options:

A.

Hierarchy node

B.

Formula

C.

Text

D.

Characteristic value

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Questions 17

Which objects in SAP BW/4HANA allow you to use both fields InfoObjects in their definition? Note: There are 3 correctanswers to this question.

Options:

A.

Hierarchy

B.

InfoObject type Key Figure

C.

Open ODS View

D.

DataStore Object (advanced)

E.

Composite Provider

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Questions 18

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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Questions 19

How does integrating SAP Databricks within SAP Business Data Cloud reduce IT overhead for customers?

Options:

A.

By automating data ingestion pipelines

B.

By eliminating the need for rebuilding data structures and business logic externally

C.

By providing pre-built connectors to various data sources

D.

By streamlining data governance processes and minimizing the need for complex data security configurations

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Questions 20

Your company manufactures products with country-specific serial numbers.For this scenario you have created 3 custom characteristics with the technical names "PRODUCT" "COUNTRY" "SERIAL_NO".How do you need to model the characteristic "PRODUCT" to store different attribute values for serial numbers?

Options:

A.

Use "COUNTRY" as a navigation attribute for "PRODUCT".

B.

Use "SERIAL_NO" as a transitive attribute for "PRODUCT".

C.

Use "COUNTRY" as a compounding characteristic for "PRODUCT".

D.

Use "SERIAL_NO" as a compounding characteristic for "PRODUCT".

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Questions 21

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 22

Which join types can you use in a CompositeProvider?Note: There are 3 correctanswers to this question.

Options:

A.

Inner join

B.

Temporal hierarchy join

C.

Text join

D.

Referentiajolin

E.

Full Outer join

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Questions 23

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 24

Which objects values can be affected by the key date in a BW query? Note: There are 3 correctanswers to this question.

Options:

A.

Display attributes

B.

Basic key figures

C.

Time characteristics

D.

Hierarchies

E.

Navigation attributes

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Exam Code: C_BW4H_2505
Exam Name: SAP Certified Associate - Data Engineer - SAP BW/4HANA
Last Update: Aug 24, 2025
Questions: 80
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