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SAA-C03 · Question #195

A company's reporting system delivers hundreds of .csv files to an Amazon S3 bucket each day. The company must convert these files to Apache Parquet format and must store the files in a transformed da

The correct answer is B. Create an AWS Glue crawler to discover the data. Create an AWS Glue extract, transform, and. AWS Glue provides a serverless ETL solution requiring minimal development. Glue supports conversion to Parquet with managed jobs and integrates with S3 for output.

Submitted by alyssa_d· Mar 4, 2026Design High-Performing Architectures

Question

A company's reporting system delivers hundreds of .csv files to an Amazon S3 bucket each day. The company must convert these files to Apache Parquet format and must store the files in a transformed data bucket. Which solution will meet these requirements with the LEAST development effort?

Options

  • ACreate an Amazon EMR cluster with Apache Spark installed. Write a Spark application to
  • BCreate an AWS Glue crawler to discover the data. Create an AWS Glue extract, transform, and
  • CUse AWS Batch to create a job definition with Bash syntax to transform the data and output the
  • DCreate an AWS Lambda function to transform the data and output the data to the transformed

How the community answered

(38 responses)
  • A
    13% (5)
  • B
    76% (29)
  • C
    3% (1)
  • D
    8% (3)

Explanation

AWS Glue provides a serverless ETL solution requiring minimal development. Glue supports conversion to Parquet with managed jobs and integrates with S3 for output.

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