The samurai failed to fend off, with their swords, a modern Japanese government army with guns and artillery. That was that for the samurai class.

You may find this article about Ray Bradbury, John Huston, and Moby Dick of interest.
https://lareviewofbooks.org/article/i-am-herman-melville/