A distance (float) given to find for each point its
nearest line in a spatial index. A too big value will produce
unnecessary distance calculations and a too short value will lead to
more iterations to find neighbours. In extrem cases, a too short value
could lead to points not associated with lines (index = -1).
max_iter
An integer indicating how many iteration the search
algorithm must perform in the spatial index to find lines close to a
point. At each iteration, the snap_dist is doubled to find candidates.