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Data Ingestion And ModelinghardMultiple ChoiceObjective-mapped

Data 360 Consultant Data Ingestion And Modeling Practice Question

A consultant is setting up a data stream from an external database via Amazon S3. The source system generates CSV files with custom delimiters (pipes `|` instead of commas `,`). How should the consultant configure this in Data Cloud?

Answer choices

Why each option matters

Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.

Correct answer & explanation

Specify the pipe delimiter (`|`) in the file format configuration settings during data stream creation.

During the S3 data stream creation wizard, Data Cloud allows administrators to specify custom delimiters (such as pipes, tabs, or semicolons) for CSV file parsing.

Answer analysis

Option-by-option breakdown

For each option: why learners choose it and why it is or isn't the right answer here.

  • Write an Apex transformation class to replace pipes with commas.

    Why it's wrong here

    Apex cannot be used for data stream parsing.

  • Specify the pipe delimiter (`|`) in the file format configuration settings during data stream creation.

    Why this is correct

    Data Cloud's CSV ingestion wizard supports configuring custom delimiters like pipes.

  • Rename the file extension from `.csv` to `.pipe` so Data Cloud auto-detects it.

    Why it's wrong here

    File extensions do not change delimiter parsing logic.

  • Convert all files to JSON because CSV does not support custom delimiters.

    Why it's wrong here

    CSV parsing fully supports custom delimiters in Data Cloud.

Quick reference

AWS S3 Storage Class Comparison

Storage ClassMin DurationRetrievalUse Case
S3 StandardNoneImmediateFrequently accessed data
S3 Standard-IA30 daysImmediateInfrequent access, rapid retrieval
S3 One Zone-IA30 daysImmediateNon-critical infrequent data
S3 Intelligent-TieringNoneImmediate–hoursUnknown or changing access patterns
S3 Glacier Instant90 daysMillisecondsArchive with instant retrieval
S3 Glacier Flexible90 daysMinutes–hoursArchive, flexible retrieval
S3 Glacier Deep Archive180 daysHoursLong-term compliance archive

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Written and reviewed by Johnson Ajibi, MSc IT Security

Senior Network & Security Engineer · founder of Courseiva

Last reviewed August 2026 · checked against the official Salesforce exam blueprint

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