from_prufer_sequence#
- from_prufer_sequence(sequence)[source]#
Returns the tree corresponding to the given Prüfer sequence.
A Prüfer sequence is a list of n - 2 numbers between 0 and n - 1, inclusive. The tree corresponding to a given Prüfer sequence can be recovered by repeatedly joining a node in the sequence with a node with the smallest potential degree according to the sequence.
- Parameters:
- sequencelist
A Prüfer sequence, which is a list of n - 2 integers between zero and n - 1, inclusive.
- Returns:
- NetworkX graph
The tree corresponding to the given Prüfer sequence.
- Raises:
- NetworkXError
If the Prüfer sequence is not valid.
See also
Notes
There is a bijection from labeled trees to Prüfer sequences. This function is the inverse of the
from_prufer_sequence()
function.Sometimes Prüfer sequences use nodes labeled from 1 to n instead of from 0 to n - 1. This function requires nodes to be labeled in the latter form. You can use
networkx.relabel_nodes()
to relabel the nodes of your tree to the appropriate format.This implementation is from [1] and has a running time of \(O(n)\).
References
[1]Wang, Xiaodong, Lei Wang, and Yingjie Wu. “An optimal algorithm for Prufer codes.” Journal of Software Engineering and Applications 2.02 (2009): 111. <https://doi.org/10.4236/jsea.2009.22016>
Examples
There is a bijection between Prüfer sequences and labeled trees, so this function is the inverse of the
to_prufer_sequence()
function:>>> edges = [(0, 3), (1, 3), (2, 3), (3, 4), (4, 5)] >>> tree = nx.Graph(edges) >>> sequence = nx.to_prufer_sequence(tree) >>> sequence [3, 3, 3, 4] >>> tree2 = nx.from_prufer_sequence(sequence) >>> list(tree2.edges()) == edges True