AWS Certified Data Engineer Associate DEA-C01 Practice Question
A retail company stores customer data in Salesforce and needs a daily snapshot of selected objects delivered to an Amazon S3 bucket in CSV format. The solution must be fully managed, require no code, support field mapping and filtering, and run on a schedule without the team managing any servers. Which AWS service should the data engineer use?
Amazon AppFlow offers a fully managed, serverless SaaS integration that connects to Salesforce, supports point-and-click field mapping and filtering, delivers the data to Amazon S3 in formats such as CSV or Parquet, and can be scheduled for daily runs. AWS Glue DataBrew can transform data that is already in S3 but cannot pull data directly from Salesforce. AWS DataSync moves files between storage systems and does not connect to Salesforce APIs. AWS Database Migration Service focuses on database migration and change data capture; while it can read some SaaS sources, it requires more configuration and is not a no-code, schedule-based file export tool for Salesforce. Therefore, Amazon AppFlow is the best fit.
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AWS Certified Data Engineer Associate DEA-C01
Data Ingestion and Transformation
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