I just created Dynamodb table, Lambda function, S3 bucket, etc. I would like to know if there's a way to export this configuration as cloudformation template
CloudFormer is designed to accomplish this, but it does not support Lambda functions, API Gateway and other services. Also, it is clunky, requires spinning up an EC2 instance and is not designed to create reusable templates - you'll have to adapt them significantly. To my knowledge there is not a service (Amazon or otherwise) to automatically export your resources accurately. It is on the Cloudcraft roadmap, but not available yet.
Yes you could use cloudformer to export your aws resources into cloudformation template. Please refer this for example and sample steps . http://docs.aws.amazon.com/AWSCloudFormation/latest/UserGuide/cfn-using-cloudformer.html
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