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SAP Certified Associate - Data Engineer - SAP BW/4HANA Sample Questions:

1. For a report, you would like to highlight the deviation from predefined threshold values for a key figure. Which BW query feature do you use?

A) Exception
B) Formula cell
C) Key figure property
D) Condition

2. How does SAP position SAP Datasphere in supporting business users? Note: There are 3 correct answers to this question.

A) Business users can create agile models from different sources.
B) Business users can upload their own CSV files.
C) Business users can allocate system resources without IT involvement.
D) Business users can create restricted and calculated columns based on existing models.
E) Business users can leverage embedded analytic Fiori apps for data analysis.

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

A) Report on navigational attributes of navigational attributes
B) Generate a transient provider for a BW query on master data attributes
C) Store time-dependent snapshots of master data attributes
D) Load attributes using the enhanced master data update

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

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

5. You want to set up the replication process for the SAP Landscape Transformation Replication Server. Which actions can you define for a specific table? Note: There are 3 correct answers to this question.

A) Set the reading type and portion sizes
B) Change or enrich the table structure
C) Apply mapping rules during the replication
D) Apply customizing settings to the database redo logs
E) Convert Unicode to non-Unicode

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