Last Updated: Aug 26, 2026
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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: SQLScript in Models | 8-12% | - Using SQLScript in table functions - Scalar functions and logic - Debugging SQLScript code - Consuming procedures in views |
| Topic 2: Secure Data Models | 8-12% | - Transport security and authorizations - Access control management - Analytic privileges - Data masking and anonymization |
| Topic 3: Manage and Administer Models | >=12% | - Deployment and activation - Documentation and metadata - Impact analysis and dependencies - Version control and transport |
| Topic 4: Optimize Performance of Models | >=12% | - Join and aggregation optimization - Partitioning and indexing - Union pruning and filtering - Execution analysis and plan |
| Topic 5: Configuring Modeling Functions | >=12% | - Currency and unit conversion - Input parameters and variables - Hierarchies and time dimensions - Calculated columns and measures |
| Topic 6: SAP HANA Cloud Modeling Basics | >=12% | - Data provisioning and virtualization - Working with SAP Business Application Studio - SAP HANA Cloud architecture overview - Project and workspace structure |
| Topic 7: Build Calculation Views | >=12% | - Defining data sources and nodes - Creating dimensions and cubes - Implementing star schemas - Types of calculation views |
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
2. You have imported calculation views from SAP HANA on-premise to SAP HANA Cloud.Why should you switch calculated column expression language from column engine to SQL?
A) Incorrect aggregations may be generated
B) To define limits for query unfolding
C) To benefit from additional SQL optimizations
D) Column engine language is not supported.
3. Which of the following approaches might improve the performance of joins in a CUBE calculation view?Note: There are 2 correct answers to this question.
A) Use an inner join
B) Specify the join cardinality
C) Limit the number of joined columns
D) Define join direction in a full outer join
4. In your calculation view, you want to consume a custom data source defined using SQLScript.In which type of object do you write your code?
A) Table function
B) Scalar function
C) Anonymous block
D) Procedure
5. What are the advantages of column store tables compared to row store tables? Note: There are 3 correct answers to this question.
A) Additional indexes are used
B) Higher performance for query operations
C) Parallel access is improved
D) Improved write performance on frequent updates
E) Higher data compression rates
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: C | Question # 3 Answer: B,C | Question # 4 Answer: A | Question # 5 Answer: B,C,E |
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