Have an interview but not for the role I want

Hello everyone,

I received an interview for a position that I had applied for however the hours now no longer work for me. I have no intention of accepting this position but have an interview too close to cancel. What should I do? I still want the company to see me in a positive light as the position I want is supposed to be posted within the next couple months. Any advice?