Metric tensor simply is a bar scale in a map for cases when the object is not flat, but two-dimensional, three-dimensional etc.
The distance is invarient
such like special relativity in galilean transform and in lorentz transform:
Metric Tensor is Just Bar Scale in a Map
Naixian Zhang 