In mathematics, a metric space is a non-empty set together with a metric on the set. The metric is a function that defines a concept of distance between any two members of the set, which are usually called points.The metric satisfies the following properties: the distance from A to B is zero if and only if A and B are the same point,; the distance between two distinct points is positive,