Question 1

A client's data consists of three data streams as follows: Data Stream A:

The data streams should be linked together through a parent-child relationship. Out of the three data streams, Data Stream C is considered the source of truth for both the dimensions and measurements. The client would like to have a "Site Revenue" measurement. This measurement should return the highest revenue value per Site, for example: For Site Key ‘SK_C_2’, the "Site Revenue" should be $7.00. When aggregated by date, the "Site Revenue" measurement should return the total sum of the results of all sites. For example: For the date 1 Apr 2020, "Site Revenue" should be $11.00 (sum of Site Revenue for Site Keys ‘SK_C_1' ($4.00) and ‘SK_C_2’ ($7.00))

Which options will yield the desired result;

Options :

A : Option #1 & Option #4

B : Option #1 & Option #3

C : Option #2 & Option #3

D : Option #2 & Option #4

Answer: D

Question 2

Your client is interested in ingested the below file to a new generic data stream type:

The field ‘Meeting Code’ was mapped to the main entity key. ‘How should the ‘Room Number’ be mapped?

Options :

A :

An attribute of ‘Meeting Code’A custom metric and set aggregation to AUTO

B : A custom metric and set aggregation to AUTO

C : A custom metric and set aggregation to SUM

D : A separate entity key

Answer: A

Question 3

As can be seen from the table, there are in fact two fields that hold a certain connection: Exam ID and Exam Topic. The connection indicates that where an Exam ID is found a single Exam Topic value is associated with it.

The client has a requirement to be able to view measurements from all data sources sliced by Exam Topic values, as seen in the following example:

2022-10-04-20-28-37-4d6e97dd66e4145079265e27a84d3996

Which harmonization feature should an Implementation engineer use to meet the client's requirement?

Options :

A : Calculated dimensions

B : Fusion

C : Transformers

D : Custom Classification

E : Parent Child

Answer: C

Question 4

Which of the following statements is incorrect?

Options :

A : When using Custom Classification and/or Parent-Child the values are stored in the database, which is an advantage from a performance perspective

B :

Data Fusion is considered a scalable solution. If Data Fusion is set between field A and field B, future data streams containing values of field A will be automatically linked with field B, without any further action

C : In use-cases with many data streams, Custom Classification is considered a scalable solution. This is because if the logic of the Custom Classification Key changes, you only need to update it in one data stream and the key in the rest of the data streams will automatically be updated and follow this new logic

D : Calculated Dimension final values and Data Fusion queries are both calculated on the fly which can have an impact on performance when high volume of data is involved

Answer: C

Question 5

A technical architect is provided with the logic and Opportunity file shown below: The opportunity status logic is as follows: For the opportunity stages “Interest”, “Confirmed Interest” and “Registered”, the status should be “Open”. For the opportunity stage “Closed”, the opportunity status should be closed. Otherwise, return null for the opportunity status.

Given the above file and logic and assuming that the file is mapped in a GENERIC data stream type with the following mapping: “Day” — Standard “Day” field “Opportunity Key” > Main Generic Entity Key “Opportunity Stage” — Generic Entity key 2 A pivot table was created to present the count of opportunities in each stage. The pivot table is filtered on Jan 7th-11th.Which option reflects the stage(s) the opportunity key 123AA01 is associated with?

Options :

A : Interest & Registered

B : Confirmed interest

C : interest

D : Confirmed Interest & Registered

Answer: A

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