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DEA-C01 · Question #263

DEA-C01 Question #263: Real Exam Question with Answer & Explanation

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Data Store Management

Question

A company adds new data to a large CSV file in an Amazon S3 bucket every day. The file contains company sales data from the previous 5 years. The file currently includes more than 5,000 rows. The CSV file structure is shown below with sample data: The company needs to use Amazon Athena to run queries on the CSV file to fetch data from a specific time period. Which solution will meet this requirement MOST cost-effectively?

Options

  • AWrite an Apache Spark script to convert the CSV data to JSON format. Create an AWS Glue job
  • BUse prefixes to partition the data in the S3 bucket. Use the SALE_DATE column to create a
  • CLaunch an Amazon EMR cluster. Specify AWS Glue Data Catalog as the default Apache Hive
  • DCreate an Amazon RDS database. Create a table named SALES that matches the schema of the

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Topics

#S3 Partitioning#Amazon Athena#Cost Optimization#Data Querying
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