NetworkX - Get all Paths from all sources to sinks

Wed 04 November 2015

Often when I'm working with graphs and a set of masses in a spectrum I need to be able to iterate over all paths for all sources and sinks in that graph. Especially if I'm looking to compare multiple ideal spectrums against a given spectrum. Here's some code that will allow me to quickly iterate over all source->sink paths in a given graph G.

#!/usr/bin/env python
# -*- coding: utf-8 -*-
Shane Dowling, 04 Nov 2015
Will iterate over all sources, sinks and get all paths
import networkx as nx

G = nx.DiGraph()
# Fill in a few edges
sink_nodes = [node for node, outdegree in G.out_degree(G.nodes()).items() if outdegree == 0]
source_nodes = [node for node, indegree in G.in_degree(G.nodes()).items() if indegree == 0]
for  [(source, sink) for sink in sink_nodes for source in source_nodes]:
    for path in nx.all_simple_paths(G, source=source, target=sink):

Category: Python


Generate Binary Tree From String

Tue 27 October 2015

Recently while implementing the Small Parsimony Problem I had the need to generate a binary tree from a string in Python.

The pseudo-code in the question implicitly assumes you have some functionality that will generate a DNA sequence like CAAATCCC into a binary tree, then run SmallParsimony on it. I …

Category: Python


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