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As per the documentation, you should be able to create the connection initially via aws_apprunner_connection, but need to complete the process via the console, and it sounds like multiple people including yourself are reporting that this is not functioning as intended. I have attached links to these reports below (1)(2)(3).
As a workaround, you may need to create the connection via the console, and you can then either supply the ARN to aws_apprunner_service, or you can import the connection to aws_apprunner_connection.
(1) https://github.com/hashicorp/terraform-provider-aws/issues/19825
(2) https://github.com/hashicorp/terraform-provider-aws/issues/19884
(3) https://github.com/hashicorp/terraform-provider-aws/issues/22496
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