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Data Ingestion and TransformationhardMultiple ChoiceObjective-mapped

DEA-C01 Data Ingestion and Transformation Practice Question

A company uses Amazon Kinesis Data Firehose to deliver data to Amazon S3. The data is compressed with GZIP and partitioned by year, month, day, and hour. The delivery stream is configured to buffer up to 5 MB or 60 seconds. Some records are missing from S3. What is the most likely cause?

⚠ Common exam trap

It's easy for candidates to assume buffering settings (5 MB or 60 seconds) guarantee delivery, but they overlook that Lambda transformation failures can silently drop records without explicit error logging unless CloudWatch monitoring is set up.

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

The Lambda transformation function timed out and records were skipped

When a Lambda transformation function times out, Kinesis Data Firehose will skip the affected records by default. The delivery stream configuration (5 MB or 60 seconds) only controls buffering, not Lambda invocation failures. If the Lambda function exceeds its timeout limit, Firehose treats the invocation as failed and, depending on the error handling configuration, may drop the records entirely, leading to missing data in S3.

Answer analysis

Option-by-option breakdown

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

  • The S3 bucket does not have sufficient permissions

    Why it's wrong here

    Permission errors would be reported in Firehose monitoring.

  • The data compression format is incompatible with S3

    Why it's wrong here

    GZIP is a supported compression format for Firehose.

  • The Lambda transformation function timed out and records were skipped

    Why this is correct

    Firehose drops records if the transformation Lambda exceeds the timeout.

  • The partition key configuration is incorrect

    Why it's wrong here

    Incorrect partitioning causes files to be in wrong prefixes, not missing.

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.