Is it possible to request “Snapshot Logs” through AWS SDK somehow?
It’s possible to do it through AWS console:

Cross posted to Amazon forum.
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Requesting a log snapshot is a 3 step process. First you have to do an environment information request:
Then you have to retreive the environment information:
This returns a list of environment info descriptions, with the EC2 instance id and the URL to an S3 object that contains the log snapshot. You can then retreive the logs with:
I hope this helps!