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Data Operations and SupportmediumMultiple ChoiceObjective-mapped

DEA-C01 Data Operations and Support Practice Question

A data engineer needs to set up a data catalog for a new data lake in AWS Glue. The data resides in S3 in Parquet format. The engineer wants to ensure that the schema is automatically detected and updated when new columns are added to the data. Which configuration should the engineer use?

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

Configure the crawler's 'Schema updates' option to 'Update the table schema'.

Configuring the crawler's 'Schema updates' option to 'Update the table schema' allows Glue crawlers to automatically detect and update the schema when new columns are added to the data. Option A is wrong because a partition index is used to improve query performance on partitioned data, not to update the schema. Option C is wrong because setting the crawler's database output to a new database does not affect schema updates; it simply directs the crawler to write to a different database. Option D is wrong because partition indexing (enable partition indexing) is about indexing partitions for faster querying, not about schema updates.

Answer analysis

Option-by-option breakdown

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

  • Add a partition index to the Glue Data Catalog table.

    Why it's wrong here

    Partition indexes do not update schema.

  • Configure the crawler's 'Schema updates' option to 'Update the table schema'.

    Why this is correct

    This enables automatic schema detection and updates.

  • Set the crawler's 'Database' output to a new database.

    Why it's wrong here

    This does not affect schema updates.

  • Enable partition indexing on the table.

    Why it's wrong here

    Partition indexing improves query performance, not schema updates.

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

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