SAP C_BW4H_2404 Practice Exam Dumps 2025

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SAP Certified Associate - Data Engineer - Data Fabric Questions and Answers

Question 1

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?

Options:

Manual Input with offset value

Replacement Path

Customer Exit

Manual Input with default value

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Answer:

Explanation:

In SAP BW (Business Warehouse) and SAP Data Engineer - Data Fabric, variables are used in queries to allow dynamic input or automatic determination of values for characteristics like0CALMONTH(calendar month). The processing type of a variable determines how its value is derived or set. For this question, the goal is to set thefirst month of the current quarteras the default value for an input-ready BW variable.

A. Manual Input with offset value

This processing type allows you to define a default value for the variable based on an offset calculation relative to the current date or other reference points.

In this case, you can configure the variable to calculate the first month of the current quarter dynamically using an offset. For example:

If the current month is April (which belongs to Q2), the variable will automatically calculate January (the first month of Q2).

This is achieved by leveraging the system's ability to determine the current quarter and then applying an offset to identify the first month of that quarter.

[: In SAP BW Query Designer, the "Manual Input with Offset Value" option is commonly used for time-dependent characteristics like0CALMONTHto derive dynamic default values., Incorrect Options:B. Replacement Path, The Replacement Path processing type is used when the variable's value is derived from another object, such as a query, InfoObject, or hierarchy., While Replacement Path is powerful for linking variables to other data sources, it is not suitable for calculating the first month of the current quarter dynamically based on the system date., Reference: Replacement Path is more appropriate for scenarios where the value is fetched from a predefined source rather than calculated dynamically., C. Customer Exit, A Customer Exit allows you to implement custom ABAP code to determine the variable's value. While this approach could technically be used to calculate the first month of the current quarter, it is unnecessarily complex for this requirement., Using a Customer Exit would require additional development effort, whereas the "Manual Input with Offset Value" option provides a simpler, out-of-the-box solution., Reference: Customer Exits are typically reserved for highly customized or complex logic that cannot be achieved through standard processing types., D. Manual Input with default value, The "Manual Input with Default Value" processing type allows you to specify a static default value for the variable. However, this option does not support dynamic calculations based on the current date or quarter., Since the requirement is to dynamically determine the first month of the current quarter, this option is not suitable., Reference: Static default values are useful for fixed inputs but lack the flexibility needed for time-dependent calculations., Conclusion:The correct answer isA. Manual Input with offset value, as it provides the necessary functionality to dynamically calculate the first month of the current quarter based on the system date. This approach is both efficient and straightforward, leveraging SAP BW's built-in capabilities without requiring additional customization or development.]

Question 2

Which options do you have to combine data from SAP BW bridge a customer space in SAP Datasphere core? Note: There are 2 correct answers to this question.

Options:

•Import SAP BW bridge objects to the SAP BW bridge space.

•Share the generated remote tables with the customer space.

•Create additional views in the customer space to combine data.

•Import SAP BW bridge objects to the customer space.

•Create additional views in the customer space to combine data.

•Import SAP BW bridge objects to the SAP BW bridge space.

•Create additional views in the customer space.

•Share the created views with the SAP BW bridge space to combine data.

•Import objects from the customer space to the SAP BW bridge space.

•Create additional views in the SAP BW bridge space to combine data.

Answer:

A, B

Explanation:

Combining data from SAP BW Bridge and the customer space in SAP Datasphere Core requires careful planning to ensure seamless integration and efficient data access. Let’s analyze each option to determine why A and B are correct:

Explanation:

Step 1: Importing SAP BW Bridge objects into the SAP BW Bridge space ensures that the data remains organized and aligned with its source.

Step 2: Sharing the generated remote tables with the customer space allows the customer space to access the data without duplicating it.

Step 3: Creating additional views in the customer space enables users to combine the shared data with other datasets in the customer space.

[: This approach leverages the concept of "remote tables" in SAP Datasphere, which provides a virtual link to the data in the SAP BW Bridge space. It avoids unnecessary data replication and ensures efficient data access., , 2. Option B: Import SAP BW bridge objects to the customer space and create views to combine dataExplanation:, Step 1: Importing SAP BW Bridge objects directly into the customer space simplifies the data model by consolidating all required data in one location., Step 2: Creating additional views in the customer space allows users to combine the imported data with other datasets within the same space., Reference: This approach is suitable when the customer space is the primary workspace for data modeling and analysis. It eliminates the need for cross-space sharing but may involve some data duplication., , 3. Option C: Import SAP BW bridge objects to the SAP BW bridge space, create views in the customer space, and share views with the SAP BW bridge spaceExplanation: Sharing views created in the customer space back to the SAP BW Bridge space is not a standard practice. Views in SAP Datasphere are typically used within the space where they are created, and sharing them across spaces can lead to complexity and inefficiency., Reference: SAP Datasphere emphasizes clear separation between spaces to maintain governance and performance. Cross-space sharing of views is not supported or recommended., , 4. Option D: Import objects from the customer space to the SAP BW bridge space and create views to combine dataExplanation: Importing objects from the customer space into the SAP BW Bridge space reverses the typical data flow and introduces unnecessary complexity. The SAP BWBridge space is designed to host data from SAP BW Bridge, while the customer space is intended for custom data modeling and integration., Reference: SAP Datasphere follows a unidirectional flow where data from SAP BW Bridge is shared with the customer space, not the other way around., ]

Question 3

What should you consider when you set the High Cardinality flag for a characteristic? Note: There are 2 correct answers to this question.

Options:

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

You cannot use navigation attributes for this characteristic.

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

You cannot use this characteristic as an external characteristic in hierarchies.

Answer:

A, B

Explanation:

InSAP BW/4HANA, theHigh Cardinalityflag is used to optimize the handling of characteristics with a very large number of distinct values (e.g., transaction IDs, timestamps). However, enabling this flag imposes certain restrictions on how the characteristic can be used. Below is an explanation of the correct answers and why they are valid.

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

When theHigh Cardinalityflag is set, the characteristic cannot serve as anavigation attributefor another characteristic. Navigation attributes are used to provide additional descriptive information for a characteristic, but high-cardinality characteristics are not suitable for this purpose due to their large size and potential performance impact.

[: SAP BW/4HANA enforces this restriction to ensure optimal performance and avoid excessive memory consumption during query execution., B. You cannot use navigation attributes for this characteristic., Similarly, a characteristic with theHigh Cardinalityflag cannot havenavigation attributesassigned to it. Navigation attributes add complexity and increase the volume of data processed during reporting, which is incompatible with the optimization goals of high-cardinality characteristics., Reference: SAP BW/4HANA restricts the use of navigation attributes for high-cardinality characteristics to maintain efficient query performance., , Incorrect Options:C. You cannot load more than 2 billion master data records for this characteristic., This statement is incorrect. TheHigh Cardinalityflag is specifically designed to handle characteristics with very large numbers of distinct values, including scenarios where the number of master data records exceeds 2 billion., Reference: SAP BW/4HANA supports high-cardinality characteristics to manage massive datasets efficiently, leveraging SAP HANA's in-memory capabilities., D. You cannot use this characteristic as an external characteristic in hierarchies., While high-cardinality characteristics are not typically used in hierarchies due to their size and complexity, there is no explicit restriction preventing them from being used as external characteristics in hierarchies., Reference: SAP BW/4HANA allows high-cardinality characteristics to be included in hierarchies, but their usage should be carefully evaluated to avoid performance issues., , Conclusion:The correct answers areA. You cannot use this characteristic as a navigation attribute for another characteristicandB. You cannot use navigation attributes for this characteristic, as these restrictions are imposed to optimize performance and memory usage for high-cardinality characteristics in SAP BW/4HANA., ]

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C_BW4H_2404 Exam Dumps : SAP Certified Associate - Data Engineer - Data Fabric

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SAP Certified Associate - Data Engineer - Data Fabric Questions and Answers

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