csgraph: array_like or sparse matrix :
The N x N matrix representing the compressed sparse graph. The input
csgraph will be converted to csr format for the calculation.
directed: bool, optional :
if True (default), then operate on a directed graph: only
move from point i to point j along paths csgraph[i, j].
if False, then find the shortest path on an undirected graph: the
algorithm can progress from point i to j along csgraph[i, j] or
connection: string, optional :
[‘weak’|’strong’]. For directed graphs, the type of connection to
use. Nodes i and j are strongly connected if a path exists both
from i to j and from j to i. Nodes i and j are weakly connected if
only one of these paths exists. If directed == False, this keyword
is not referenced.
return_labels: string, optional :
if True (default), then return the labels for each of the connected