I had this problem and it was the igniter. The previous owner of my house actually had told me this had happened to him once, and he told me he left me a spare igniter and showed me how to replace it. I took a video of him showing me, that I ended up needing to reference just a few years later. I went the next day and bought a new spare igniter and I’ll always have one on hand because of this.