Yes it does, it has a pair of parallel lines at its base.
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An octagon had four pairs of parallel lines.
Usually, a pair of parallel bases and four pairs of parallel lateral faces.
Prisms with any number of sides can have perpendicular faces. Often both end faces are perpendicular to the length. In the case of a REGULAR octagonal prism, there will be four pairs of parallel faces, where each face of a pair will be perpendicular to the two faces of one of the other pairs. There is not much that can be said with certainty about an irregular octagonal prism.
An octagonal prism has two parallel faces that are octagons and parallelograms connecting them. A rectangular prism is like a box.
A rectangular prism has 3 sets of 4 parallel lines and 24 angles.