AWS Certified Data Engineer Associate DEA-C01 Practice Question
An e-commerce company uses an AWS Lambda function to orchestrate its nightly ETL workflow. The function must execute several SQL scripts on Amazon Redshift, poll for completion, and retrieve the result sets. The team does not want to open inbound database ports or package JDBC/ODBC drivers and prefers to interact only through standard HTTPS calls. Which AWS feature should the developer use to meet these requirements?
Invoke Amazon Redshift Data API operations such as ExecuteStatement and GetStatementResult from the Lambda function.
Use AWS Systems Manager Run Command to execute the psql client on a managed EC2 instance that connects to Redshift.
Trigger an AWS Glue ETL job that uses a Redshift connection and monitors the job with Glue APIs.
Call the Amazon Redshift Query Editor v2 service programmatically to run the scripts.
The Amazon Redshift Data API exposes operations such as ExecuteStatement and GetStatementResult over HTTPS. A Lambda function can call these endpoints through any AWS SDK to run SQL, asynchronously check statement status, and download result sets without maintaining database connections or shipping JDBC/ODBC drivers.
AWS Glue ETL jobs can load data into Redshift, but Glue does not provide a simple REST endpoint for ad-hoc SQL execution. Redshift Query Editor v2 is an interactive console tool and is not designed for programmatic orchestration through an API. AWS Systems Manager Run Command would require provisioning and managing an EC2 instance and still relies on the psql client, which the team wants to avoid.
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What is the Amazon Redshift Data API?
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Why are JDBC and ODBC drivers not required with the Data API?
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How does the Redshift Data API handle SQL query status and result retrieval?
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What is the Redshift Data API?
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Why is AWS Lambda compatible with the Redshift Data API?
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What is the difference between Amazon Redshift Query Editor v2 and the Redshift Data API?
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AWS Certified Data Engineer Associate DEA-C01
Data Operations and Support
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