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Step Functions supports the ability to call HTTP endpoints through API Gateway, but does not currently support the ability to call generic HTTP endpoints. Here is a link to the documentation that talks about this. https://docs.aws.amazon.com/step-functions/latest/dg/connect-api-gateway.html
Here is a youtube video on how to upload files to S3 using AWS Lambda. If you are now leaning toward this approach. https://www.youtube.com/watch?v=mw_-0iCVpUc
Other options is to use Amazon Firehose. This is great for analytics use-cases and can handle larger volumes of data. It can also incorporate compression and Parquet conversions to make storing big data more cost-effective. https://aws.amazon.com/kinesis/data-firehose/features
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I have been combing through the Amazon Data Firehouse documentation and don't see where how to use Amazon Data Firehouse to do an HTTP GET to a generic HTTP endpoint. Where is that documented? Thank you.