- is_valid_directed_joint_degree(in_degrees, out_degrees, nkk)[source]#
Checks whether the given directed joint degree input is realizable
- in_degreeslist of integers
in degree sequence contains the in degrees of nodes.
- out_degreeslist of integers
out degree sequence contains the out degrees of nodes.
- nkkdictionary of dictionary of integers
directed joint degree dictionary. for nodes of out degree k (first level of dict) and nodes of in degree l (seconnd level of dict) describes the number of edges.
returns true if given input is realizable, else returns false.
Here is the list of conditions that the inputs (in/out degree sequences, nkk) need to satisfy for simple directed graph realizability:
Condition 0: in_degrees and out_degrees have the same length
Condition 1: nkk[k][l] is integer for all k,l
- Condition 2: sum(nkk[k])/k = number of nodes with partition id k, is an
integer and matching degree sequence
- Condition 3: number of edges and non-chords between k and l cannot exceed
maximum possible number of edges
-  B. Tillman, A. Markopoulou, C. T. Butts & M. Gjoka,
“Construction of Directed 2K Graphs”. In Proc. of KDD 2017.