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Transform or query?

This comparison card contrasts Transform or query. AWS Glue ETL: Jobs crawl/transform to Parquet and manage catalog. Amazon Athena: Serverless SQL over S3 using the catalog. The card pairs AWS Glue ETL with build/curate the lake, and Amazon Athena with ask questions on the lake.

Transform or query?: AWS Glue ETL vs Amazon Athena
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What this card says

Transform or query?

AWS Glue ETL

Jobs crawl/transform to Parquet and manage catalog.

Amazon Athena

Serverless SQL over S3 using the catalog.

Key points

Nightly JSON→Parquet partitions.

Analyst SELECT gmv WHERE date=...

Example

glue start-job-run / athena start-query-execution

Use when

Build/curate the lake.

Ask questions on the lake.

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