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SQS deltes the message after reaching the retention period. There is no way to retrieve those messages any more.
You might want to monitor the ApproximateAgeOfOldestMessage metric to avoid something like this happening in the future as described at Monitor SQS queues with CloudWatch metrics and alarms.
answered a year ago
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