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C_HAMOD_2404 SAP Certified Associate - Data Engineer - SAP HANA Questions and Answers

Questions 4

You are managing your source files using Git. In which sequence does your file progress towards a COMMIT?

Options:

A.

Staging area -> Working directory -> Local Git repository

B.

Working directory -> Staging area -> Local Git repository

C.

Working directory -> Local Git repository -> Staging area

D.

Local Git repository -> Staging area -> Working directory

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Questions 5

What are some best practices when developing calculation views? Note: There are 2 correct answers to this question.

Options:

A.

Model star schemas using a sequence of join nodes.

B.

Aggregate at the lowest possible node.

C.

Include all data flow logic within one calculation view.

D.

Avoid defining joins on calculated columns.

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Questions 6

How can you define a variable that presents its value help hierarchically? Note: There are 2 correct

answers to this question.

Options:

A.

Create a level hierarchy and assign it to the variable. Ensure the variable's reference column is the top level of the hierarchy.

B.

Create a parent-child hierarchy and assign it to the variable.

Ensure the variable's reference column is the parent attribute of the hierarchy.

C.

Create a parent-child hierarchy and assign it to the variable.

Ensure the variable's reference column is the child attribute of the hierarchy.

D.

Create a level hierarchy and assign it to the variable.

Ensure the variable's reference column is the leaf level of the hierarchy.

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Questions 7

In a calculation view, why would you choose the DEPRECATED setting?Note: There are 2 correct answers to this question.

Options:

A.

To ensure it is not exposed to reporting tools for consumption

B.

To indicate that it should not be used as a data source to other calculation views

C.

To warn developers that the calculation view is no longer supported

D.

To lock the calculation view from further modifications

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Questions 8

Why would you create calculation views of data category DIMENSION with type TIME?

Options:

A.

To provide additional time-related navigation possibilities

B.

To add a temporal condition to a join to find matching records from two tables based on a date

C.

To store historical versions of attributes

D.

To provide the time intervals required by time-dependent parent-child hierarchies

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Questions 9

Why would you choose to implement a referential join?

Options:

A.

To develop a series of linked joins

B.

To define conditions for potential data source pruning

C.

To reuse the settings of an existing join

D.

To automate the setting of cardinality rules

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Questions 10

Which are types of calculation views?

Note: There are 3 correct answers to this question

Options:

A.

CUBE WITH STAR JOIN

B.

COMPOSITE

C.

CUBE

D.

DIMENSION

E.

SEMANTIC

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Questions 11

Which type of join supports a temporal condition in a calculation view?

Options:

A.

Referential join

B.

Inner join

C.

Text join

D.

Left outer join

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Questions 12

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?

Options:

A.

Projection

B.

Join

C.

Union

D.

Aggregation

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Questions 13

At which levels of a project structure can you execute a deploy operation?Note: There are 2 correct answers to this question.

Options:

A.

Individual source file

B.

Entire workspace

C.

Sub-folder of a database module

D.

Individual container

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Questions 14

You have products that appear in table A and sometimes they also appear in table B. You want to select the products that appear ONLY in table A. Which node type do you use?

Options:

A.

Aggregation

B.

Minus

C.

Intersect

D.

Union

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Questions 15

Two calculation views, A and B, are defined as shown in the diagram. Three analytic privileges have been granted to you.

When you preview calculation view A, what data do you see?

Options:

A.

US for P1 and GE for P1

B.

US for P1 and P2, and GE for P1 and P2

C.

US for P1

D.

US for P1 and P2, and GE for P2

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Questions 16

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

Options:

A.

Usage statistics of the calculation view

B.

Joins that are defined on calculated columns

C.

Information about join cardinality

D.

Expected memory consumption

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Questions 17

Which database features are typically NOT required by analytical applications that run on SAP HANA Cloud?Note: There are 2 correct answers to this question.

Options:

A.

Pre-calculated aggregates

B.

Indexes

C.

Stored procedures

D.

Table partitions

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Questions 18

What are the consequences of NOT executing a delta merge?Note: There are 2 correct answers to this question.

Options:

A.

Read performance decreases.

B.

New records are not read.

C.

Memory is not optimized.

D.

Aggregates are not adjusted.

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Questions 19

You want to ensure that your calculation view does not give unexpected results for a query that is based on any combination of columns.What is the recommended approach for verifying the results?

Options:

A.

Set the HIDE property for columns NOT required.

B.

Write and execute a custom SQL query in the SQL Console.

C.

Select Data Preview for the calculation view.

D.

Select and deselect columns from the output mapping.

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Questions 20

In a calculation view, your table function node executes a table function that requires input parameters. How can you fill the input parameters of the table function? Note: There are 3 correct answers to this question.

Options:

A.

Define constant values.

B.

Assign a hierarchy node.

C.

Reference the output of a procedure.

D.

Map columns from lower nodes.

E.

Create and map an input parameter

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Questions 21

You created a table and inserted data in it using SQL statements inside the SAP HANA Deployment Infrastructure (HDI) container of your project. You add this table as a data source to a calculation view and try to deploy it.What do you observe in the SAP HANA database container?

Options:

A.

The deployment is successful but the data preview returns an error message.

B.

The deployment fails and the table is not dropped.

C.

The deployment fails and the table is dropped.

D.

The deployment is successful and the data preview returns expected data.

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Questions 22

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.

Options:

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

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Questions 23

In a calculation view, why would you implement an SQL expression? Note: There are 3 correct answers to this question.

Options:

A.

To generate hierarchies

B.

To define a filter

C.

To convert currencies

D.

To generate a restricted column

E.

To generate a calculated column

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Questions 24

You have generated a calculation view properties file.What does it contain?

Options:

A.

Descriptions of all objects defined in a calculation view

B.

All settings defined in a calculation view

C.

Dependencies between calculation views

D.

Documentation to support the calculation view

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Questions 25

Referring to the diagram,

which privileges would a user require to view United States data when querying the CUBE calculation view?

Options:

A.

A SELECT privilege on the CUBE calculation view and an Analytic Privilege (Country = United States) on the DIMENSION calculation view

B.

A SELECT privilege and an Analytic Privilege (Country = United States) on the DIMENSION calculation view

C.

A SELECT privilege and an Analytic Privilege (Country = United States) on the CUBE calculation view

D.

SELECT privileges and Analytic Privileges (Country = United States) on both views

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Questions 26

In SAP HANA Cloud, which tasks are handled by the cloud provider?Note: There are 3 correct answers to this question.Sizing, provisioning, and monitoring the database

Options:

A.

Tuning the database to run optimally on the underlying operating system, and hardware

B.

Managing users, roles, and permissions in the database

C.

Backing up the operating system and the database software

D.

Installing, configuring, and upgrading the operating system

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Exam Code: C_HAMOD_2404
Exam Name: SAP Certified Associate - Data Engineer - SAP HANA
Last Update: Sep 7, 2024
Questions: 89
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