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Data Ingestion and TransformationmediumMultiple ChoiceObjective-mapped

DEA-C01 Data Ingestion and Transformation Practice Question

A company wants to ingest data from SaaS applications (e.g., Salesforce, Marketo) into Amazon S3 for analytics. The data volume is moderate and updates occur frequently. Which AWS service is BEST suited for this task?

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

Amazon AppFlow

Amazon AppFlow is specifically designed to securely transfer data from SaaS applications like Salesforce and Marketo to AWS services such as Amazon S3. It handles authentication, data transformation, and scheduling. Amazon Kinesis Data Streams is for real-time streaming data, not batch ingestion from SaaS. AWS Database Migration Service (DMS) is for migrating databases, not SaaS data. AWS Glue is an ETL service that can process data but is not optimized for direct SaaS ingestion.

Answer analysis

Option-by-option breakdown

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

  • Amazon Kinesis Data Streams

    Why it's wrong here

    Kinesis is for real-time streaming, not scheduled batch pulls from SaaS.

  • Amazon AppFlow

    Why this is correct

    AppFlow supports many SaaS sources and can write to S3.

  • AWS Database Migration Service (DMS)

    Why it's wrong here

    DMS is for databases, not SaaS APIs.

  • AWS Glue

    Why it's wrong here

    Glue does not have native connectors for most SaaS applications.

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 by Johnson Ajibi, MSc IT Security

Senior Network & Security Engineer · founder of Courseiva

This DEA-C01 practice question is part of Courseiva's free Amazon Web Services certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the DEA-C01 exam.