Is the train from Bordeaux to Bayonne a scenic ride - as opposed to a train ride through lots of tunnels?

We want to travel from Bordeaux to Bayonne and see the beautiful scenery but would prefer not to drive. We love train travel but if the trip is not a scenic one then I don't want to do it.
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