There are different Bahamas visa types: tourist visa to Bahamas, business visa to Bahamas, etc. For each type you need to provide a specific set of documents. The processing times may differ as well. Please check the requirements, processing times, download Bahamas visa application form here and apply accordingly: http://bahamas.visacenter.ca