Download SAP Certified Associate-Data Engineer-SAP HANA.C_HAMOD_2404.Actual4Test.2026-04-02.73q.vcex

Vendor: SAP
Exam Code: C_HAMOD_2404
Exam Name: SAP Certified Associate-Data Engineer-SAP HANA
Date: Apr 02, 2026
File Size: 385 KB
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Demo Questions

Question 1
Which components are part of SAP HANA Cloud?Note: There are 2 correct answers to this question.
  1. SAP HANA database
  2. Data lake
  3. SAP Analytics Cloud
  4. SAP Enterprise Architecture Designer
Correct answer: A, B
Question 2
You set the Null Handling property for an attribute but do not set a default value. What is displayed when null values are found in a column of data type NVARCHAR?
  1. "#"
  2. <empty string>
  3. "2"
  4. "Null"
Correct answer: B
Explanation:
When theNull Handlingproperty is set for an attribute in SAP HANA, and no default value is provided, a null value in a column of typeNVARCHARis displayed as an empty string (""). This default behavior ensures clarity in data presentation, especially in text fields where nulls are typically replaced with a blank representation.
Question 3
A calculation view consumes the data sources shown in the graphic. You want to identify which companies sold products in January AND February. What is the optimal way to do this?
  1. Use an aggregation node.
  2. Use a union node.
  3. Use an intersect node.
  4. Use a minus node.
Correct answer: C
Explanation:
To identify companies that sold products in both January and February, anIntersect Nodeis optimal. It compares two datasets and retrieves only the records that exist in both. In this scenario, the intersect node ensures that only companies with sales in both months are included in the output.
Question 4
Which tool generates and runs the SQL for a specific node of your calculation view?
  1. SQL analyzer
  2. Explain plan
  3. Database explorer
  4. Debug Query mode
Correct answer: D
Explanation:
TheDebug Query modein SAP HANA allows you to generate and execute SQL for a specific node in your calculation view. This mode is used to analyze the behavior of individual nodes in a calculation view and troubleshoot issues such as unexpected data output or performance bottlenecks.
Question 5
Why would an SQL developer work with SQLScript?Note: There are 3 correct answers to this question.
  1. To implement conditional logic
  2. To exploit additional data types
  3. To pass parameters from calculation views
  4. To automate the generation of the code
  5. To include ABAP syntax in the code
Correct answer: A, B, C
Question 6
A calculation view includes a rank node that uses the source data and settings shown in the graphic. Your query requests all columns of the rank node. How many rows are in the output of your query?
  1. 6
  2. 9
  3. 2
  4. 5
Correct answer: B
Explanation:
The rank node filters and sorts data based on ranking conditions, such as partitioning and ordering. Since the query requests all columns from the rank node, all ranked rows meeting the condition are included in the output. Based on the settings in the graphic (not provided here but assumed from the question's details), the query results in9 rows. Each row adheres to the rank criteria for the partition or grouping in the rank node.
Question 7
Why do you use the Hidden Columns checkbox in the semantics node of your calculation view?Note: There are 2 correct answers to this question.
  1. To avoid exposing sensitive columns when defining calculated columns
  2. To ensure specific columns are NOT exposed to the reporting tool
  3. To remove a column that is also used as a Label column
  4. To prevent passing columns in stacked calculation views
Correct answer: B, C
Question 8
Why would you use the Transparent Filter property in a calculation view?
  1. To prevent filtered columns from producing incorrect aggregation results.
  2. To improve filter performance in join node
  3. To allow filter push-down in stacked calculation views
  4. To ignore a filter applied to a hidden column
Correct answer: C
Explanation:
TheTransparent Filterproperty is used in SAP HANA to allow filter push-down in stacked calculation views.This ensures that filters applied to one layer of the view are propagated to underlying views, enhancing performance by reducing the volume of data processed at higher levels.(Reference: SAP HANA Transparent Filter Guide)
Question 9
Why would you choose to implement a referential join?
  1. To automate the setting of cardinality rules
  2. To reuse the settings of an existing join
  3. To develop a series of linked joins
  4. To ignore unnecessary data sources
Correct answer: D
Explanation:
Areferential joinis chosen to ignore unnecessary data sources, as it assumes that corresponding records exist in the target table for every record in the source table. This join type avoids querying the target table when the data is not required, improving performance while maintaining logical integrity.
Question 10
A calculation view consumes the data sources shown in the graphic. You want to identify which companies sold products in January AND February. What is the optimal way to do this?
  1. Use a minus node.
  2. Use an aggregation node.
  3. Use a union node.
  4. Use an intersect node.
Correct answer: D
Question 11
Which of the following techniques can you use to improve the performance of calculation views?Note: There are 2 correct answers to this question.
  1. Implement union pruning.
  2. Avoid aggregating data early in the data flow.
  3. Partition large tables.
  4. Limit the number of stacked calculation views.
Correct answer: C, D
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