The XML-RPC API will still be available, but you will need to use either OAuth, Service Account Key, or a Personal Access Token to gain access to it.
The REST API is nowhere near the same parity level as the XML-RPC API, so it will be a while before they make an announcement on sunsetting the XML-RPC.