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Hi,
I think you are on right track. Another option is to provide a Kinesis Data Firehose Delivery stream ARN under the Api Gateway Access Logs Cloudwatch arn.
In this way access logs will be sent to Kinesis Data Firehose, which then could be forwarded, for instance, to s3.
From there you could use lifecycle rules to move data to Glacier/Deep archive for longer retention time.
Hope it helps
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