A similar circuit is in every plasma cutter.[1] For the same reason; you need a high voltage pulse to ionize the working gas (usually air) and start the arc.
[1] https://youtu.be/qUutgYBqSoI
(I miss the days of TechShop, when I had access to tools like that.)