AWS CloudFormation Recipes

Glue inside VPC.md

So, in order to create a Glue Job that's able to connect to ANYTHING AT ALL inside a VPC, you'll have to create a AWS::Glu::Connection as such:

  GlueJobVPCConnection:
    Type: AWS::Glue::Connection
    Properties:
      CatalogId: !Ref AWS::AccountId
      ConnectionInput:
        Name: !Sub "${AWS::StackName}-vpc-connection"
        ConnectionType: NETWORK
        PhysicalConnectionRequirements:
          SubnetId: !Ref SubnetID
          AvailabilityZone: !Ref AvailabilityZone
          SecurityGroupIdList:
            - !Ref SecurityGroupId

  GlueJob:
    Type: AWS::Glue::Job
    Properties:
      Connections:
        Connections:
        - !Sub "${AWS::StackName}-vpc-connection"

All these parameters are REQUIRED.