When is an invasive species no longer considered invasive? When is it now considered a natural part of the local eco-system?

great question and I am not sure there is an accepted time window when invasive becomes local - other than when a new ecological/ecosystem balance is achieved. It will vary enormously from habitat to habitat and multiple local factors will be at play.