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Yes, it's necessary and you'd need to set up interface VPC Endpoint for execute-api.
Please refer following AWS Documentation for same:
Hope it helps.
Abhishek
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Thank you for your answer
in this case, if I need to create an interface vpc endpoint, what would be the difference between REST API GW and REST API GW private options
The console offers to create REST API and REST API Private
if I create an interface endpoint for
com.amazonaws.ca-central-1.execute-api
what would be the difference of selecting REST API Private over REST API if I have an interface endpoint either waythe vpv endpoint needs to be created in the same VPC as the private API GW? or in the partner caller