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MLS-C01 · Question #57

MLS-C01 Question #57: Real Exam Question with Answer & Explanation

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Data Engineering

Question

A Machine Learning Specialist must build out a process to query a dataset on Amazon S3 using Amazon Athena. The dataset contains more than 800,000 records stored as plaintext CSV files. Each record contains 200 columns and is approximately 1.5 MB in size. Most queries will span 5 to 10 columns only. How should the Machine Learning Specialist transform the dataset to minimize query runtime?

Options

  • AConvert the records to Apache Parquet format.
  • BConvert the records to JSON format.
  • CConvert the records to GZIP CSV format.
  • DConvert the records to XML format.

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Topics

#Amazon Athena#Apache Parquet#Query Optimization#Data Storage Formats
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