[Q23-Q44] Free Sample Questions to Practice C-P2WBW-2505 Certification Test Engine [Oct-2026]

Section	Objectives
Reporting and Analytics	– Query design and execution 1. BEx Query Designer concepts 2. OLAP analysis and reporting – SAP Analytics tools integration 1. SAP Analytics Cloud connectivity 2. SAP Analysis for Office
SAP BW/4HANA Administration and Operations	– System management 1. Monitoring and performance optimization 2. Transport management – Data lifecycle management 1. Data archiving concepts 2. Process chains
Data Integration and Extraction	– Data provisioning methods 1. SAP Data Services and SLT 2. ODP-based extraction – Source system connectivity 1. Real-time data acquisition 2. SAP and non-SAP source integration
Data Engineering in SAP BW/4HANA	– SAP BW/4HANA Architecture and Concepts 1. Data flow and data warehousing concepts 2. System architecture overview – Data Modeling 1. CompositeProviders and transformations 2. InfoProviders and modeling objects 3. Advanced DataStore Objects (aDSO)

NEW QUESTION 23
Which objects’ values can be affected by the key date in a BW query? Note: There are 3 correct answers to this question.

Display attributes

Hierarchies

Basic key figures

Time characteristics

Navigation attributes

NEW QUESTION 24
You want to build a web-based dashboard with interactive visualizations using scripting. Which SAP tool can you use to create this?

SAP Crystal Reports

SAP Analytics Cloud

SAP Smart Business Cockpits

SAP BusinessObjects Web Intelligence

NEW QUESTION 25
Why should you run an SAP HANA delta merge? Note: There are 2 correct answers to this question.

To decrease memory consumption

To improve the read performance of InfoProviders

To combine the query cache from different executions

To move the most recent data from disk to memory

NEW QUESTION 26
Which recommendations should you follow to optimize BW query performance? Note: There are 3 correct answers to this question.

Use mandatory characteristic value variables

Use the include mode within filter restrictions

Include fewer drill-down characteristics in the initial view

Create linked components

Dereference reusable filters

NEW QUESTION 27
Which of the Augmented Analytics Smart Features in SAP Analytics Cloud generates multi-tabbed stories with Overview, Key Influencers, Unexpected Values, and Simulation tabs?

Search to Insight

Predictive Forecast

Smart Discovery

Smart Predict

NEW QUESTION 28
Where is the button that automatically generates a process chain?

In the editor of a data flow object

In the app called Process Chain Editor

In the editor of a data transfer process

In the SAP GUI transaction for Process Chain Maintenance

NEW QUESTION 29
You need to derive an architecture overview model from a key figure matrix.
Which is the first step you need to take?

Identify transformations

Identify sources

Define data marts

Analyze storage requirements

NEW QUESTION 30
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?

Switch from an aggregation node to a projection node.

Switch from a projection node to a star join node.

Switch from a projection node to an aggregation node.

Switch from an aggregation node to a star join node.

NEW QUESTION 31
What are the possible ways to fill a pre-calculated value set (bucket)? Note: There are 3 correct answers to this question.

By using a transformation and data transfer process (DTP)

By referencing a table

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

By using a query (update value set by query)

By entering the values manually

NEW QUESTION 32
In which ODP context is the operational delta queue (ODQ) managed by the target system?

ODP_CDS

ODP_BW

ODP HANA

ODP_SAP

NEW QUESTION 33
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.

Reporting on a harmonized set of master data

Finding the best match using a fuzzy search

Leveraging SQL in-house knowledge

Loading snapshots or deltas from different sources on a periodic basis

NEW QUESTION 34
What are benefits of separating master data from transactional data in SAP BW/4HANA? Note: There are 3 correct answers to this question.

Reducing the number of database tables

Ensuring referential integrity on your transactional data

Avoiding generation of SID values

Allowing different data load frequency

Providing language-dependent master data texts

NEW QUESTION 35
What is the request handling default setting for error handling in a data transfer process (DTP) in SAP BW/4HANA?

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

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

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

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

NEW QUESTION 36
What are some of the prerequisites for using SAP S/4HANA ABAP CDS views for extraction into SAP BW/4HANA in an ODP context? Note: There are 2 2 correct answers to this question.

The ABAP CDS views must be released via the program RODPS_OS_EXPOSE for BW extraction.

The Operational Data Provisioning Framework must be configured in SAP BW/4HANA.

An ODP source system with context ODP_CDS must be created in SAP BW/4HANA.

The ABAP CDS views must be defined with the appropriate data extraction annotations.

NEW QUESTION 37
Which layer of the layered scalable architecture (LSA++) of SAP BW/4HANA is designed as the main storage for harmonized consistent data?

Virtual Data Mart layer

Data Acquisition layer

Open Operational Data Store Layer

Flexible Enterprise Data Warehouse Core layer

NEW QUESTION 38
You want to create a restricted column in an SAP HANA HDI calculation view.
What do you need to define? Note: There are 2 correct answers to this question.

A reference to an existing measure

An aggregation method

A condition criterion

An SAP HANA data type

NEW QUESTION 39
Which tasks are part of the Business Blueprint phase in an SAP BW/4HANA project? Note: There are 2 correct answers to this question.

Collect central and individual information requirements

Associate an InfoObject to a field in an Open ODS view

Analyze key performance indicators of the business processes

Activate SAP business content objects that comply with the LSA++ architecture

NEW QUESTION 40
For which scenarios do you use the SAP HANA model focus? Note: There are 2 correct answers to this question.

Build views and procedures using SQL script

Load snapshots using ABAP CDS Views

Define calculations using geospatial functions

Define ABAP Managed Database Procedures in data flows

NEW QUESTION 41
You defined a condition in a BW query for the top 10 of 100 customers based on sales revenue.
Using key figure properties in the BW query, which two scenarios regarding result presentation can be achieved? Note: There are 2 correct answers to this question.

One result row with the sales revenue sum of the top 10 customers and a second result row with the sales revenue sum of the other 90 customers

One result row with the sales revenue sum of all 100 customers

One result row with the sales revenue sum of the top 10 customers and a second result row with the sales revenue sum of all 100 customers

One result row with the sales revenue sum of the top 10 customers

NEW QUESTION 42
You have already loaded data from a non-SAP system into SAP Datasphere. You want to federate this data with data from an InfoCube of your SAP BW powered by SAP HANA system.
What do you need to use to combine the data?

BW Shell Migration

SAP ABAP Connection

BW Remote Migration

SAP BW/4HANA Model Transfer

NEW QUESTION 43
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 correct answers to this question.

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

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

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

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

NEW QUESTION 44
Which solution enables advanced Al and machine learning models on combined SAP and third-party data?

SAP Analytics Cloud

SAP AI Launchpad

SAP Databricks

SAP Datasphere