#!/usr/bin/env python
# -*- coding: utf-8 -*-
# $Id: test_maximal_independent_set.py 577 2011-03-01 06:07:53Z lleeoo $
"""
Tests for maximal (not maximum) independent sets.

"""
#    Copyright (C) 2004-2015 by 
#    Leo Lopes <leo.lopes@monash.edu>
#    Aric Hagberg <hagberg@lanl.gov>
#    Dan Schult <dschult@colgate.edu>
#    Pieter Swart <swart@lanl.gov>
#    All rights reserved.
#    BSD license.

__author__ = """Leo Lopes (leo.lopes@monash.edu)"""

from nose.tools import *
import networkx as nx
import random

class TestMaximalIndependantSet(object):
    def setup(self):
        self.florentine = nx.Graph()
        self.florentine.add_edge('Acciaiuoli','Medici')
        self.florentine.add_edge('Castellani','Peruzzi')
        self.florentine.add_edge('Castellani','Strozzi')
        self.florentine.add_edge('Castellani','Barbadori')
        self.florentine.add_edge('Medici','Barbadori')
        self.florentine.add_edge('Medici','Ridolfi')
        self.florentine.add_edge('Medici','Tornabuoni')
        self.florentine.add_edge('Medici','Albizzi')
        self.florentine.add_edge('Medici','Salviati')
        self.florentine.add_edge('Salviati','Pazzi')
        self.florentine.add_edge('Peruzzi','Strozzi')
        self.florentine.add_edge('Peruzzi','Bischeri')
        self.florentine.add_edge('Strozzi','Ridolfi')
        self.florentine.add_edge('Strozzi','Bischeri')
        self.florentine.add_edge('Ridolfi','Tornabuoni')
        self.florentine.add_edge('Tornabuoni','Guadagni')
        self.florentine.add_edge('Albizzi','Ginori')
        self.florentine.add_edge('Albizzi','Guadagni')
        self.florentine.add_edge('Bischeri','Guadagni')
        self.florentine.add_edge('Guadagni','Lamberteschi')
        
    def test_K5(self):
        """Maximal independent set: K5"""
        G = nx.complete_graph(5)
        for node in G:
            assert_equal(nx.maximal_independent_set(G, [node]), [node])

    def test_K55(self):
        """Maximal independent set: K55"""
        G = nx.complete_graph(55)
        for node in G:
            assert_equal(nx.maximal_independent_set(G, [node]), [node])

    def test_exception(self):
        """Bad input should raise exception."""
        G = self.florentine
        assert_raises(nx.NetworkXUnfeasible,
                      nx.maximal_independent_set, G, ["Smith"])
        assert_raises(nx.NetworkXUnfeasible,
                      nx.maximal_independent_set, G, ["Salviati", "Pazzi"])

    def test_florentine_family(self):
        G = self.florentine
        indep = nx.maximal_independent_set(G, ["Medici", "Bischeri"])
        assert_equal(sorted(indep),
                     sorted(["Medici", "Bischeri", "Castellani", "Pazzi",
                      "Ginori", "Lamberteschi"]))

    def test_bipartite(self):
        G = nx.complete_bipartite_graph(12, 34)
        indep = nx.maximal_independent_set(G, [4, 5, 9, 10])
        assert_equal(sorted(indep), list(range(12)))


    def test_random_graphs(self):
        """Generate 50 random graphs of different types and sizes and
        make sure that all sets are independent and maximal."""
        for i in range(0, 50, 10):
            G = nx.random_graphs.erdos_renyi_graph(i*10+1, random.random())
            IS = nx.maximal_independent_set(G)
            assert_false(G.subgraph(IS).edges())
            neighbors_of_MIS = set.union(*(set(G.neighbors(v)) for v in IS))
            for v in set(G.nodes()).difference(IS):
                assert_true(v in neighbors_of_MIS)

