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DEA-C01 · Question #69

DEA-C01 Question #69: Real Exam Question with Answer & Explanation

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Data Ingestion and Transformation

Question

A company uses Amazon S3 to store semi-structured data in a transactional data lake. Some of the data files are small, but other data files are tens of terabytes. A data engineer must perform a change data capture (CDC) operation to identify changed data from the data source. The data source sends a full snapshot as a JSON file every day and ingests the changed data into the data lake. Which solution will capture the changed data MOST cost-effectively?

Options

  • ACreate an AWS Lambda function to identify the changes between the previous data and the
  • BIngest the data into Amazon RDS for MySQL. Use AWS Database Migration Service (AWS DMS)
  • CUse an open source data lake format to merge the data source with the S3 data lake to insert the
  • DIngest the data into an Amazon Aurora MySQL DB instance that runs Aurora Serverless. Use

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Topics

#Change Data Capture#Data Lake Formats#Amazon S3#Cost Optimization
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