Last Updated: Aug 26, 2026
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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Configuring modeling functions | >= 12% | |
| Topic 2: Optimize performance of models | >= 12% | |
| Topic 3: Secure data models | 8-12% | |
| Topic 4: Manage and administer models | >= 12% | |
| Topic 5: SAP HANA Cloud modeling basics | >= 12% | |
| Topic 6: Build calculation views | >= 12% | |
| Topic 7: SQLScript in models | 8-12% |
Question 1
You are managing your source files using Git. In which sequence does your file progress towards a COMMIT?
A. Working directory -> Staging area -> Local Git repository
B. Local Git repository -> Staging area -> Working directory
C. Working directory -> Local Git repository -> Staging area
D. Staging area -> Working directory -> Local Git repository
Question 2
You combine two tables in a join node using multiple columns in each table.Why do you enable the dynamic join option? Note: There are 2 correct answers to this question.
A. To ensure that the join execution only uses the join columns requested in the query
B. To ensure that the aggregation always happens after the join execution
C. To allow data analysis at different levels of granularity with the same calculation view
D. To force the calculation at the relevant level of granularity, even if this level is not the grouping level defined by the query
Question 3
Which of the following techniques can you use to improve the performance of calculation views?Note:
There are 2 correct answers to this question.
A. Partition large tables.
B. Limit the number of stacked calculation views.
C. Avoid aggregating data early in the data flow.
D. Implement union pruning.
Question 4
What options do you have to handle orphan nodes in your hierarchy?Note: There are 2 correct answers to this question.
A. Assign them to a level below the root.
B. Generate additional root nodes.
C. Assign them to a node at the root level.
D. Define an expression to determine a parent.
Question 5
Which of the following are standard options provided to define analytic privileges?Note: There are 3 correct answers to this question.
A. Dynamic
B. Attributes
C. Hierarchy function
D. SQL expression
E. Graph
Solutions:
| Question 1 Answer: A | Question 2 Answer: A,C | Question 3 Answer: A,B | Question 4 Answer: A,B | Question 5 Answer: A,B,D |
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