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SAP C_BW4H_2404 SAP Certified Associate - Data Engineer - Data Fabric Exam Practice Test

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Total 83 questions
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SAP Certified Associate - Data Engineer - Data Fabric Questions and Answers

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Question 1

What is the maximum number of characteristics that can be used for a multi-dimensional exception aggregation in a BW query?

Options:

A.

7

B.

10

C.

3

D.

5

Question 2

You have an existing field-based data flow that follows the LSA++ concept. To meet a new urgent business requirement for a field you want to leverage a hierarchy of an existing characteristic without changing the transformation. How can you achieve this? Note: There are 2 correct answers to this question.

Options:

A.

Associate the field with the characteristic in the CompositeProvider

B.

Add the characteristic to the DataStore object (advanced)

C.

Associate the field with the characteristic In the Open ODS View

D.

Assign hierarchy properties to the field in the SW Query

Question 3

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 correct answers to this question.

Options:

A.

Create restricted columns

B.

Provide default time characteristics

C.

Persist transactional data

D.

Combine master data and transactional data

E.

Aggregate measures as a sum

Question 4

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

Options:

A.

Enhance existing SAP HANA content models

B.

Report on a harmonized set of master data

C.

Load snapshots or deltas from different sources on a periodic basis

D.

Leverage SQL in-house knowledge

Question 5

Using SAP HANA as modeling focus, you want to combine data from different sources. Which techniques can you use? Note: There are 2 correct answers to this question.

Options:

A.

BAPIs (Business Application Programming Inetrface)

B.

Calculation views

C.

AMDPs (ABAP Manged Database Procedures)

D.

Stored procedures

Question 6

What is the purpose of an architecture overview model?

Options:

A.

To identify the user groups and required authorizations

B.

To automatically generate the LSA++ architecture

C.

To determine the sequence of projects

D.

To identify the required data sources.

Question 7

What are some of the variable types n a BW query that can use the processing tupe SAP HANA Exit. Note: There are 2 correct answers to this question.

Options:

A.

Formula

B.

Text

C.

Charateristic value

D.

Hierarchy node

Question 8

Which disadvantages should you keep in mind when you set the High Cardinality flag for a characteristic? Note: There are 2 correct answers to this question.

Options:

A.

You cannot use navigation attributes for this characteristic

B.

You cannot load more than 2 billion master data records for this characteristic

C.

SID numbers are created at runtime which might negatively affetct the reporting performance

D.

You cannot use this characteristic as a navigation attribute for another characteristic.

Question 9

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

Options:

A.

ODP_BW

B.

ODP_CDS

C.

ODP_SAP

D.

ODPJHANA

Question 10

For a BW query, you want to have the first month of the current quarter as a default value for an input-ready BW variable for the characteristic OCALMONTH. Which processing tyoe do you use?

Options:

A.

Customer Exit

B.

Manual Input with offset value

C.

Replacement Path

D.

Manuel Input with default value

Question 11

In an SAP HANA smart data integration flowgraph, which transformation options are available? Note: There are 3 correct answers to this question.

Options:

A.

Split datasets

B.

Call an ABAP function module

C.

Execute a stored procedure

D.

Execute an SAP HANA analysis process

E.

Combine datasets

Question 12

Which interface do you use to create a BW InfoObjet with access type "SAP HANA view!?

Options:

A.

BW moedling perspective in SAP HANA studio

B.

SAP HANA modeler perspective in SAP HANA studio

C.

Embedded SAP GUI in SAP HANA studio

D.

SAP Web IDE for SAP HANA

Question 13

Which features does SAP Analysis for Microsoft Office provide? Note: There are 3 correct answers to this question.

Options:

A.

Changing context menu entries

B.

Dragging measures in and out of the report

C.

Displaying data simultaneously in a table and a chart

D.

Including more than one data source

E.

Creating bookmarks for a navigation state

Question 14

You want to combine an existing SAP BW/4HANA Data Model with virtual data from a new non-SAP source system for test purposes. Which approach should you consider for rapid prototyping?

Options:

A.

Field-based modeling

B.

InfoObject base modeling

C.

Generate Data Flow

D.

Business content activation

Question 15

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.

Options:

A.

SAP Data Services

B.

SAP Landscape Transformation Replication Server

C.

SAP Process Integration

D.

SAP Data Warehouse Cloud.

Question 16

What are the key benefits of using the SAP Landscape Transformation Replication Server for data provisioning into SAP HANA? Note: There are 3 correct answers to this question.

Options:

A.

Real-time and scheduled data replication

B.

Field type mapping

C.

Virtualization capabilities

D.

All databases are supported

E.

Transformations using ABAP

Question 17

Where can you automatically generate a process chain?

Options:

A.

Form a data flow objetc

B.

Within the process chain editor app

C.

from a streaming enable DataSource

D.

Within the process chain maintance

Question 18

Which data deletion options are offered for a standard DataStore object (advanced)? Note: There are 3 correct answers to this question.

Options:

A.

Deletion of all data from active table only

B.

Request-based data deletion

C.

Selective deletion of data

D.

Deletion of data from all tables

E.

Selection deletion incluiding data of subsequent targets

Question 19

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

Options:

A.

By using a transformation and data transfer process

B.

By entering the values manually

C.

By referencing a table

D.

By using a query

E.

By accessing an SAP HANA Calculation View of data category Dimension

Question 20

"How does SAP position SAP Data Warehouse Cloud in supporting business users?"

Options:

A.

Business users can maintain process chains from SAP BW/4HANA dataflows

B.

Business users can create agile models from different sources

C.

Business users can allocate system resources without IT involvement

D.

Business users can generate SQL code that is pushed to SAP BW/4HANA.

Question 21

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

Options:

A.

A reference to an existing measure

B.

An aggregation method

C.

A condition criterium

D.

An SAP HANA data type

Question 22

"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 not stored for InfoObject ADDRESS

B.

SID values are generated when data for infoObject ADDRESS is loadet

C.

SID values are generated when InfoObject CITY is activated

D.

SID values are generated when InfoObject ADDRESS is activated.

Question 23

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

Options:

A.

Report on navigational attributes of navigational attributes

B.

Store time-dependent snapshots of master data attributes

C.

Load attribute using the enhanced master data update

D.

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

Question 24

You have created a custom characteristic with the technical name "COSTOBJ". Depending on the controlling area, you need to have different atribute values assigned. How do you desing the model?

Options:

A.

Compound characteristic "COSTOBJ" with the characteristic for Controlling Area

B.

Compound the characteristic for Controlling Area with the characteristic "COSTOBJ"

C.

Define Controlling Areas as a navigation attribute for the characteristic "COSTOBJ"

D.

Define characteristic "COSTOBJ" as a navigation attribute for Controlling Area

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