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NEW QUESTION 32
A data engineer is ingesting time-series data in CSV format from a CRM system. The source data contains a
"subscription" field that contains what level of subscription the customer has purchased.
The data is ingested into a target field called "subscriptionLevel". which is an enum field that accepts the following values: "Lite*. "Standard", and "Pro''.
The data engineer knows that the CSV files contain some rows that do not conform to the above enum. Instead of rejecting those rows, the data engineer wants to transform non-conforming fields to "Standard".
Which mapping function(s) will accomplish this?

• A. iif(subscription.equals("Lite") &&subscriptiorvequ3ls("Standard") && sub$ctiption.eqoals("Pro").
  subscription. el$e("5tandard"))
• B. iif(subscription.equals("Lite") || subscription.equals("Standard") || subscriptionequalsfPro").
  subscription. "Standard")
• C. iif(subscription.noiEquals(*Lite" || "Standard" || "Pro"), subscription, subscription, replacestrf
  "Standard"))
• D. iif(subscription.notEquals("Lite") || subscription.notEqualsl "Standard") || subscription.notEquatsCPro').
  'Standard', subscription)

Answer: A

NEW QUESTION 33
A data engineer exports segmented Real-time Customer Profile data to a new dataset called "Profile Export".
The data engineer needs to directly download the data from the Profile Export dataset using the Data Access API.
Which file format is supported for this use case?

• A. CSV
• B. Blob
• C. Parquet
• D. JSON

Answer: D

NEW QUESTION 34
A data engineer builds a segment based on Loyalty Status = Gold attribute and a purchase in the last 7 days.
To validate that this segment is working, the engineer logs in to the test website and makes a purchase Gold Loyalty Status.
In AEP. how can the data engineer validate that the test customerlD made it into the segment near real-time?

• A. In the Identity Graph Viewer, look up the customerlD.
• B. Run a Query in Query service using the segment criteria (Loyalty Status = Gold attribute and a purchase in the last 7 days) for the dataset in question.
• C. Go to Segments > choose the segment > search for the profile in the samples below.
• D. Go to Profiles > Browse and input my customerlD. Look at the segment membership tab.

Answer: B

NEW QUESTION 35
A data engineer needs to bong m data via cloud storage sources into the Platform Which two data formats can the data engineer ingest? (Choose two.)

• A. CSV
• B. XMKL
• C. TSV
• D. JSON
• E. AVRO

Answer: B,C

NEW QUESTION 36
......