going fishing: do I kill the fish if I want to take it home?

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for many years I went fishing and released the fish back in the water. Now I think I am gonna take it home tomorrow if I catch a nice one, so the moral question is: do I kill it there on the spot (and how?) or do I let it die a painful death in the bucket on the way home?