The Flume is open early May - Late October normally (depending on weather and trail conditions. A few years ago it was closed for a few extra weeks because of spring flooding. It took a while to fix all the wooden paths.
No dogs allowed at the Flume. I guess its because its so busy there, loaded with tourists every time we go.