In fairness to the NIMBYs, the factory has grown immensely in the last few years and the "smell" is aerosolized peppers, basically pepper spray.
To quote the LA Times: "...the hot sauce’s production facilities are, residents are complaining of burning eyes, irritated throats and headaches caused by a powerful, painful odor that the city says appears to be emanating from the factory during production."