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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: SAP HANA Cloud Modeling Basics | >=12% | - Working with SAP Business Application Studio - Project and workspace structure - SAP HANA Cloud architecture overview - Data provisioning and virtualization |
| Topic 2: Build Calculation Views | >=12% | - Types of calculation views - Creating dimensions and cubes - Defining data sources and nodes - Implementing star schemas |
| Topic 3: Optimize Performance of Models | >=12% | - Join and aggregation optimization - Partitioning and indexing - Execution analysis and plan - Union pruning and filtering |
| Topic 4: Configuring Modeling Functions | >=12% | - Currency and unit conversion - Calculated columns and measures - Hierarchies and time dimensions - Input parameters and variables |
| Topic 5: SQLScript in Models | 8-12% | - Using SQLScript in table functions - Scalar functions and logic - Consuming procedures in views - Debugging SQLScript code |
| Topic 6: Manage and Administer Models | >=12% | - Impact analysis and dependencies - Documentation and metadata - Version control and transport - Deployment and activation |
| Topic 7: Secure Data Models | 8-12% | - Data masking and anonymization - Analytic privileges - Access control management - Transport security and authorizations |
Question 1
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. To benefit from additional SQL optimizations
B. Incorrect aggregations may be generated
C. To define limits for query unfolding
D. Column engine language is not supported.
Question 2
Why would you create calculation views of data category DIMENSION with type TIME?
A. To store historical versions of attributes
B. To provide the time intervals required by time-dependent parent-child hierarchies
C. To add a temporal condition to a join to find matching records from two tables based on a date
D. To provide additional time-related navigation possibilities
Question 3
Which type of join supports a temporal condition in a calculation view?
A. Left outer join
B. Inner join
C. Referential join
D. Text join
Question 4
Why does SAP issue warnings about the use of imperative or procedural SQLScript statements?
A. They can limit parallelization of query execution.
B. They could modify the database.
C. They introduce potential security risks.
D. They call multiple processing engines.
Question 5
Your calculation view consumes one data source, which includes the following columns:
SALES_ORDER_ID, PRODUCT_ID, QUANTITY and PRICE.In the output, you want to see summarized data by PRODUCT_ID and a calculated column, PRODUCT_TOTAL, with the formula QUANTITY * PRICE.In which type of node do you define the calculation to display the correct result?
A. Join
B. Aggregation
C. Projection
D. Union
Solutions:
| Question 1 Answer: A | Question 2 Answer: D | Question 3 Answer: B | Question 4 Answer: C | Question 5 Answer: C |
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