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SAP Certified Associate - Data Engineer - SAP HANA Sample Questions (Q46-Q51):

NEW QUESTION # 46
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 allow data analysis at different levels of granularity with the same calculation view
B. To force the calculation at the relevant level of granularity, even if this level is not the grouping level defined by the query
C. To ensure that the aggregation always happens after the join execution
D. To ensure that the join execution uses only the join columns requested in the query

Answer: A,D

NEW QUESTION # 47
Which calendar types can be selected when creating time-based DIMENSIONS?Note: There are 2 correct answers to this question.

A. Julian
B. Fiscal
C. Factory
D. Gregorian

Answer: B,D

NEW QUESTION # 48
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. Avoid aggregating data early in the data flow.
C. Implement union pruning.
D. Limit the number of stacked calculation views.

Answer: A,D

NEW QUESTION # 49
Why would you write your SQL code in a procedure instead of a function? Note: There are 3 correct answers to this question.

A. To develop a dynamic analytic privilege
B. To implement SQLScript syntax
C. To generate multiple tabular output data sets
D. To process input parameters
E. To modify the content of a table

Answer: C,D,E

NEW QUESTION # 50
What can you identify using Performance Analysis mode? Note: There are 2 correct answers to this question.

A. Joins that are defined on calculated columns
B. Usage statistics of the calculation view
C. Information about join cardinality
D. Expected memory consumption

Answer: A,C

Explanation:
Performance Analysis modein SAP HANA calculation views provides insights into:
* C. Information about join cardinality: It identifies whether joins are correctly defined and optimally used.
* D. Joins that are defined on calculated columns: It highlights joins involving calculated columns, which can have significant performance implications.
Usage statistics (A) and memory consumption (B) are not direct outputs of Performance Analysis mode but may be derived from other tools or metrics.

NEW QUESTION # 51
......

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SAP Certified Associate - Data Engineer - SAP HANA Sample Questions (Q46-Q51):

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