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SAP Certified Associate - Data Engineer - SAP HANA

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Total Questions : 89

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Question # 1

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

Question # 1

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

Discussion 0
Question # 2

Your calculation view consumes one data source, which includes the following columns: SALES_ORDER_ID, PRODUCT_ID, QUANTITY and PRIC

E.  

In the output, you want to see summarized data by PRODUCT_ID and a calculated column, PRODUCT_TOTAL, with the formula QUANTITY * PRIC

E.  

In which type of node do you define the calculation to display the correct result?

Options:

A.  

Projection

B.  

Join

C.  

Union

D.  

Aggregation

Discussion 0
Question # 3

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

Discussion 0
Question # 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

Discussion 0
Question # 5

Why would you choose an HDI-shared service plan instead of a schema service plan?Note: There are 3 correct answers to this question.

Options:

A.  

You want to use SAP Business Application Studio.

B.  

You want to use containers to isolate objects.

C.  

You want to develop calculation views.

D.  

You want to create database objects using source files.

E.  

You want to use synonyms to access external data.

Discussion 0
Question # 6

What is the objective of calculation view instantiation?

Options:

A.  

Generate an optimized run-time model based on a calling query

B.  

Identify potential performance issues

C.  

Trace of the run-time of a calculation view

D.  

Deploy a calculation view to a production system

Discussion 0
Question # 7

A calculation view consumes the data sources shown in the graphic.

Question # 7

You want to identify which companies sold products in January AND February. What is the optimal way to do this?

Options:

A.  

Use a union node.

B.  

Use an intersect node.

C.  

Use an aggregation node.

D.  

Use a minus node

Discussion 0
Question # 8

You combine two customer master data tables with a union node in a calculation view. Both master data tables include the same customer name.How do you ensure that each customer name appears only once in the results?

Options:

A.  

Define a restricted column in a union node.

B.  

In the union node, map both source customer name columns to one target column.

C.  

Add an intersect node above the union node.

D.  

Include an aggregation node above the union node.

Discussion 0
Question # 9

Which solutions form the SAP Business Technology Platform? Note: There are 2 correct answers to this question.

Options:

A.  

Analytics

B.  

Intelligent Suite

C.  

Experience Management

D.  

Application Development & Integration

Discussion 0
Question # 10

You implement a referential join between Table A and Table B, but when you query the calculation view, Table B is not pruned.

Question # 10

What could be the problem?Note: There are 2 correct answers to this question.

Options:

A.  

The Country column is requested.

B.  

Join cardinality is set :1.

C.  

The Keep flag is activated for the Customer column.

D.  

Integrity constraint is set to RIGHT.

Discussion 0
Question # 11

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

Discussion 0
Question # 12

A calculation view includes a rank node that uses the source data and settings shown in the graphic.

Question # 12

Your query requests all columns of the rank node.How many rows are in the output of your query?

Options:

A.  

9

B.  

2

C.  

5

D.  

6

Discussion 0
Question # 13

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?

Options:

A.  

B.  

"?"

C.  

"0"

D.  

"Null"

Discussion 0
Question # 14

Which of the following are standard options provided to define analytic privileges?Note: There are 3 correct answers to this question.

Options:

A.  

SQL expression

B.  

Dynamic

C.  

Hierarchy function

D.  

Attributes

E.  

Graph

Discussion 0
Question # 15

Why does SAP issue warnings about the use of imperative or procedural SQLScript statements?

Options:

A.  

They can limit parallelization of query execution.

B.  

They introduce potential security risks.

C.  

They could modify the database.

D.  

They call multiple processing engines.

Discussion 0
Question # 16

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

Discussion 0
Question # 17

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

Discussion 0
Question # 18

You want to map an input parameter of calculation view A to an input parameter of calculation view B using the parameter mapping feature in the calculation view editor.

Question # 18

However, the input parameters of calculation view B are not proposed as source parameters. What might be the reason for this?

Options:

A.  

You already mapped the input parameters in another calculation view.

B.  

The names of the input parameters do not match.

C.  

You selected the wrong parameter mapping TYP

E.  

D.  

Your source calculation view is of type DIMENSION.

Discussion 0
Question # 19

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

Discussion 0
Question # 20

Referring to the diagram,

Question # 20

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

Discussion 0
Question # 21

You create a user-provided service to access tables in external schemas.In which file type do you assign the user-provided service to your database module?

Options:

A.  

.hdiconfig

B.  

.mtar

C.  

.yaml

D.  

.namespace

Discussion 0
Question # 22

Using the table in the diagram, you need to create a CUBE calculation view.

Question # 22

What is the simplest approach to create the output shown in the screenshot?

Options:

A.  

Implement a union node and map each country as a separate column.

B.  

Create a restricted column for each country.

C.  

Create a filter expression that uses an OR operator.

D.  

Create 3 calculated columns.

Discussion 0
Question # 23

Which of the following data sources can you include in a graphical calculation view?Note: There are 2 correct answers to this question.

Options:

A.  

Table function

B.  

Procedure

C.  

Scalar function

D.  

Row table

Discussion 0
Question # 24

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

Discussion 0
Question # 25

What options do you have to handle orphan nodes in your hierarchy?Note: There are 2 correct answers to this question.

Options:

A.  

Define an expression to determine a parent.

B.  

Generate additional root nodes.

C.  

Assign them to a level below the root.

D.  

Assign them to a node at the root level.

Discussion 0
Question # 26

Which tool generates and executes the SQL for a specific node of your calculation view?

Options:

A.  

Debug Query mode

B.  

Explain plan

C.  

SQL analyzer

D.  

Database explorer

Discussion 0
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