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SAP C-BW4H-2404 Exam Syllabus Topics:

Topic
Details

Topic 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.

Topic 2

Fundamentals: This portion explores key terminologies, principles, and benefits of SAP BW
4HANA built on SAP HANA technology.

Topic 3

SAP BW
4HANA Project and the Modeling Process: This segment offers direction on orchestrating SAP BW
4HANA initiatives.

Topic 4

SAP Datasphere: This part investigates the implementation of SAP Datasphere, encompassing its modeling components and the SAP BW bridge capabilities.

Topic 5

Data Governance, Security, and Authorization: This part concentrates on safeguarding assets and information within SAP BW
4HANA and SAP HANA ecosystems.

Topic 6

Performance Optimization: This section scrutinizes elements associated with enhancing system efficiency.

Topic 7

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.

Topic 8

SAP BW Query Design: This portion encompasses the development and implementation of BW queries in the SAP BW
4HANA environment.

SAP Certified Associate - Data Engineer - Data Fabric Sample Questions (Q22-Q27):

NEW QUESTION # 22
The behavior of a modeled dataflow depends on:
*The DataSource with its Delta Management method
*The type of the DataStore object (advanced) used as a target
*The update method of the key figures in the transformation.
Which of the following combinations provides consistent information for the target? Note: There are 3 correct answers to this question.

A. *DataSource with Delta Management method ABR
*DataStore Object (advanced) type Data Mart
*Update method Summation
B. *DataSource with Delta Management method AIE
*DataStore Object (advanced) type Data Mart
*Update method Summation
C. *DataSource with Delta Management method ADD
*DataStore Object (advanced) type Stard
*Update method Move
D. *DataSource with Delta Management method ABR
*DataStore Object (advanced) type Stard
*Update method Move
E. *DataSource with Delta Management method ABR
*DataStore Object (advanced) type Stard
*Update method Summation

Answer: A,D,E

Explanation:
The behavior of a modeled dataflow in SAP BW/4HANA depends on several factors, including theDelta Management methodof the DataSource, thetype of DataStore object (advanced)used as the target, and theupdate methodapplied to key figures in the transformation. To ensure consistent and accurate information in the target, these components must align correctly.
* Option B:
* DataSource with Delta Management method ABR:TheABR (After Image + Before Image) method tracks both the before and after states of changed records. This is ideal for scenarios where updates need to be accurately reflected in the target system.
* DataStore Object (advanced) type Stard:AStaging and Reporting DataStore Object (Stard)is designed for staging data and enabling reporting simultaneously. It supports detailed tracking of changes, making it compatible with ABR.
* Update method Summation:Thesummationupdate method aggregates key figures by adding new values to existing ones. This is suitable for ABR because it ensures that updates are accurately reflected without overwriting previous data.
* Option C:
* DataSource with Delta Management method ABR:As explained above, ABR is ideal for tracking changes.
* DataStore Object (advanced) type Stard:Stard supports detailed tracking of changes, making it compatible with ABR.
* Update method Move:Themoveupdate method overwrites existing key figure values with new ones. This is also valid for ABR because it ensures that the latest state of the data is reflected in the target.
* Option D:
* DataSource with Delta Management method ABR:ABR ensures accurate tracking of changes.
* DataStore Object (advanced) type Data Mart:AData MartDataStore Object is optimized for reporting and analytics. It can handle aggregated data effectively, making it compatible with ABR.
* Update method Summation:Summation is appropriate for aggregating key figures in a Data Mart, ensuring consistent and accurate results.
Correct Combinations:
* Option A:
* DataSource with Delta Management method ADD:TheADDmethod only tracks new records (inserts) and does not handle updates or deletions. This makes it incompatible with Stard and summation/move update methods, which require full change tracking.
* DataStore Object (advanced) type Stard:Stard requires detailed change tracking, which ADD cannot provide.
* Update method Move:Move is not suitable for ADD because it assumes updates or changes to existing data.
* Option E:
* DataSource with Delta Management method AIE:TheAIE (After Image Enhanced)method tracks only the after state of changed records.While it supports some scenarios, it is less comprehensive than ABR and may lead to inconsistencies in certain combinations.
* DataStore Object (advanced) type Data Mart:Data Mart objects require accurate aggregation, which AIE may not fully support.
* Update method Summation:Summation may not work reliably with AIE due to incomplete change tracking.
Incorrect Options:
SAP Data Engineer - Data Fabric Context:In the context ofSAP Data Engineer - Data Fabric, ensuring consistent and accurate dataflows is critical for building reliable data pipelines. The combination of Delta Management methods, DataStore object types, and update methods must align to meet specific business requirements. For example:
* Stardobjects are often used for staging and operational reporting, requiring detailed change tracking.
* Data Martobjects are used for analytics, requiring aggregated and consistent data.
For further details, refer to:
* SAP BW/4HANA Data Modeling Guide: Explains Delta Management methods and their compatibility with DataStore objects.
* SAP Learning Hub: Offers training on designing and implementing dataflows in SAP BW/4HANA.
By selectingB,C, andD, you ensure that the combinations provide consistent and accurate information for the target.

NEW QUESTION # 23
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 0CALMONTH.
Which processing type do you use?

A. Manual Input with offset value
B. Customer Exit
C. Manual Input with default value
D. Replacement Path

Answer: B

Explanation:
The processing type "Customer Exit" allows dynamic determination of default values for input-ready BW variables based on custom logic.
In this case, you can use a customer exit to calculate the first month of the current quarter dynamically by implementing ABAP logic in the enhancement spotRSROA_VARIABLES_EXIT.
This ensures that the variable adapts automatically to the current quarter during runtime.
References:SAP BW/4HANA documentation on Customer Exit Variables (SAP Help Portal - Customer Exits).

NEW QUESTION # 24
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.
What do you need to use to combine the data?

A. SAP BW Shell Migration
B. SAP BW/4HANA Model Transfer
C. SAP ABAP Connection
D. SAP BW Remote Migration

Answer: C

NEW QUESTION # 25
Where can you use an authorization variable? Note: There are 2 correct answers to this question.

A. In the definition of a restricted key figure
B. In the definition of a calculated key figure
C. In the definition of a query filter
D. In the definition of a characteristic value variable

Answer: C,D

Explanation:
A. Query filter definition:
* Authorization variables can be used to restrict query results dynamically based on user authorizations.
B. Characteristic value variable definition:
* These variables leverage authorizations to restrict the input values for characteristics dynamically during query execution.
References:SAP BW/4HANA Query Design Guide (SAP Help Portal).

NEW QUESTION # 26
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. Define a package.
B. Assign a space.
C. Generate the HDI container.
D. Change the schema name

Answer: C

Explanation:
In SAP Web IDE for SAP HANA, when working with an HDB module that includes calculation views, certain configurations must be completed in the project settings to ensure a successful build. Below is an explanation of the correct answer and why the other options are incorrect.
B: Generate the HDI containerTheHDI (HANA Deployment Infrastructure)container is a critical component for deploying and managing database artifacts (e.g., tables, views, procedures) in SAP HANA. It acts as an isolated environment where the database objects are deployed and executed. Before building an HDB module, you must generate the HDI container to ensure that the necessary runtime environment is available for deploying the calculation views and other database artifacts.
* Steps to Generate the HDI Container:
* In SAP Web IDE for SAP HANA, navigate to the project settings.
* Under the "SAP HANA Database Module" section, configure the HDI container by specifying the required details (e.g., container name, schema).
* Save the settings and deploy the container.

NEW QUESTION # 27
......

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