C-BW4H-2404 Exam Study Solutions, C-BW4H-2404 Valid Test Cost

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SAP C-BW4H-2404 Exam Syllabus Topics:

Topic	Details
Topic 1	Fundamentals: This portion explores key terminologies, principles, and benefits of SAP BW 4HANA built on SAP HANA technology.
Topic 2	SAP Datasphere: This part investigates the implementation of SAP Datasphere, encompassing its modeling components and the SAP BW bridge capabilities.
Topic 3	SAP BW Query Design: This portion encompasses the development and implementation of BW queries in the SAP BW 4HANA environment.
Topic 4	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 5	SAP BW 4HANA Project and the Modeling Process: This segment offers direction on orchestrating SAP BW 4HANA initiatives.
Topic 6	Data Governance, Security, and Authorization: This part concentrates on safeguarding assets and information within SAP BW 4HANA and SAP HANA ecosystems.

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SAP Certified Associate - Data Engineer - Data Fabric Sample Questions (Q55-Q60):

NEW QUESTION # 55
You have an existing field-based data flow that follows the layered scalable architecture (LSA++) concept. To meet a new urgent business requirement for 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.

A. Assign hierarchy properties to the field in the BW Query
B. Add the characteristic to the DataStore object (advanced)
C. Associate the field with the characteristic in the CompositeProvider
D. Associate the field with the characteristic in the Open ODS View

Answer: A,C

Explanation:
To meet a new urgent business requirement for leveraging an existing characteristic's hierarchy without changing the transformation, you can achieve this by using specific features of SAP BW/4HANA. Below is a detailed explanation of how each option works and why the verified answers are correct.
* Field-Based Data Flow:Field-based data flows in SAP BW/4HANA allow you to process data at the field level rather than the entire record. This approach provides flexibility in handling specific fields independently.
* Hierarchy in SAP BW/4HANA:Hierarchies in SAP BW/4HANA are used to organize master data into structured levels (e.g., organizational hierarchies like departments or product categories). They enable advanced reporting capabilities, such as drill-downs and roll-ups.
* Layered Scalable Architecture (LSA++):LSA++ is a modern data warehousing architecture that simplifies data modeling and ensures scalability. It includes layers like the Open ODS View, DataStore Object (advanced), and CompositeProvider, which play specific roles in data processing and reporting.
* Transformation Independence:The requirement specifies that the transformation should not be changed.
This means you need to leverage existing objects and configurations without modifying the underlying data flow logic.
Key Concepts:
* Why Correct?In SAP BW/4HANA, hierarchies can be directly assigned to fields in a BW Query. This allows you to use the hierarchy of an existing characteristic without altering the transformation or data flow. By assigning hierarchy properties in the query, you enable hierarchical reporting capabilities (e.g., drill-downs) for the field.
* How It Works:
* Navigate to the BW Query Designer.
* Select the field that corresponds to the characteristic.
* Assign the hierarchy properties to the field, enabling hierarchical navigation in reports.
* Advantages:
* No changes to the underlying data flow or transformation.
* Quick implementation since it leverages existing query capabilities.
* Why Incorrect?Adding the characteristic to the DataStore object (advanced) would require modifying the data flow and transformation, which violates the requirement to avoid changes to the transformation. This approach is not suitable for meeting the urgent business requirement without impacting the existing setup.
* Why Incorrect?Associating the field with the characteristic in the Open ODS View would also involve changes to the data flow or transformation. Since the Open ODS View is part of the data acquisition layer, any modification here would impact the upstream data flow, which is not allowed in this scenario.
* Why Correct?A CompositeProvider in SAP BW/4HANA combines data from multiple sources (e.g., DataStore Objects, InfoProviders) into a single logical view. You can associate the field with the characteristic in the CompositeProvider without modifying the transformation. This allows you to leverage the hierarchy of the existing characteristic for reporting purposes.
* How It Works:
* Navigate to the CompositeProvider configuration.
* Map the field to the characteristic that has the required hierarchy.
* Use the CompositeProvider in your queries to enable hierarchical reporting.
* Advantages:
* No changes to the transformation or data flow.
* Leverages the existing CompositeProvider structure for flexibility.
Verified Answer Explanation:Option A: Assign hierarchy properties to the field in the BW QueryOption B:
Add the characteristic to the DataStore object (advanced)Option C: Associate the field with the characteristic in the Open ODS ViewOption D: Associate the field with the characteristic in the CompositeProvider
* SAP BW/4HANA Modeling Guide:The guide explains how to assign hierarchy properties in BW Queries and associate fields with characteristics in CompositeProviders. It emphasizes the importance of leveraging these features without modifying transformations.
* SAP Note 2700850:This note highlights best practices for using hierarchies in SAP BW/4HANA and provides guidance on implementing them in queries and CompositeProviders.
* SAP Best Practices for BW/4HANA:SAP recommends using BW Queries and CompositeProviders to meet urgent business requirements without altering the underlying data flow. These approaches ensure minimal disruption to existing processes.
SAP Documentation and References:
Practical Implications:When faced with urgent business requirements:
* UseBW Queriesto assign hierarchy properties to fields for quick implementation.
* LeverageCompositeProvidersto associate fields with characteristics without modifying transformations.
* Avoid making changes to the DataStore object or Open ODS View unless absolutely necessary, as these changes can impact the entire data flow.
By following these practices, you can meet business needs efficiently while maintaining the integrity of your data architecture.
References:
* SAP BW/4HANA Modeling Guide
* SAP Note 2700850: Hierarchies in SAP BW/4HANA
* SAP Best Practices for BW/4HANA

NEW QUESTION # 56
In an SAP HANA smart data integration flowgraph, which transformation options are available? Note:
There are 3 correct answers to this question.

A. Call an ABAP function module
B. Combine datasets
C. Execute an SAP HANA analysis process
D. Split datasets
E. Execute a stored procedure

Answer: B,D,E

NEW QUESTION # 57
You created an Open ODS view of type Facts. Which object type can you associate with a view field in the characteristics folder? Note: There are 2 correct answers to this question.

A. Calculation View of type Dimension
B. InfoObjetc of type Characteristic
C. Open ODS view of type Master Data
D. Open ODS view of type Facts

Answer: B,C

NEW QUESTION # 58
You create a Data Store object (advanced) using the "Data Mart DataStore Object" modeling property. Which behaviors are specific to this modeling property? Note: There are 2 correct answers to this question.

A. Reporting is done based on a union of the inbound active tables.
B. The change log table will be filled only after data activation.
C. The records are treated as if all characteristics are in the key.
D. Query results are shown only when data has been activated.

Answer: A,C

Explanation:
* Data Mart DataStore Object Properties:
* Designed for flexible reporting scenarios where data is treated with minimal restrictions.
* Key Behaviors:
* Union for Reporting (Answer C):Combines inbound and active tables for reporting, allowing real-time insights.
* Key Handling (Answer D):All characteristics are treated as part of the key, ensuring no duplicate records in the Data Mart.
* Change Log Activation (Option A):The change log is irrelevant for Data Mart DSOs.
* Query Results (Option B):Query results can be shown even before data activation.
Incorrect Options:References:
* SAP BW/4HANA Advanced DataStore Object Documentation
* SAP Data Mart Modeling Guide

NEW QUESTION # 59
What are the possible ways to fill a pre-calculated value set (bucket)? Note: There are 3 correct answers to this question.

A. By accessing an SAP HANA HDI Calculation View of data category Dimension
B. By using a BW query (update value set by query)
C. By referencing a table
D. By using a transformation data transfer process (DTP)
E. By entering the values manually

Answer: B,D,E

NEW QUESTION # 60
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C-BW4H-2404 EXAM STUDY SOLUTIONS, C-BW4H-2404 VALID TEST COST

C-BW4H-2404 Exam Study Solutions, C-BW4H-2404 Valid Test Cost