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AWS Certified Data Engineer Associate DEA-C01 Practice Question

A company needs to ingest JSON payloads from a third-party REST API that requires OAuth 2.0 authentication. The data must be fetched every 15 minutes, converted to Parquet, and stored in an Amazon S3 data lake with minimal custom code. Which solution will meet these requirements while following AWS best practices?

  • Create an AWS Glue connection that uses the AWS Glue REST API connector, then schedule a Glue ETL job to call the API, convert the results to Parquet, and write to Amazon S3.

  • Create an AWS DataSync task that authenticates to the REST API and transfers the data to an S3 location every 15 minutes.

  • Set up an Amazon Kinesis Data Firehose delivery stream that pulls from the REST endpoint and delivers data as Parquet to Amazon S3.

  • Configure an Amazon AppFlow flow with a custom connector to the REST API and schedule the flow to place Parquet files in Amazon S3.

AWS Certified Data Engineer Associate DEA-C01
Data Ingestion and Transformation
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