Python FrontierSampler Beispiele

Beispiel #1

Datei: exploration_sampler_test.py Projekt: deadoggy/littleballoffur

def test_frontier_sampler():
    """
    Testing the number of nodes.
    """
    sampler = FrontierSampler()

    graph = nx.watts_strogatz_graph(200, 10, 0)

    new_graph = sampler.sample(graph)

    assert sampler.number_of_nodes == new_graph.number_of_nodes()

Beispiel #2

def test_frontier_sampler():
    """
    Testing the number of nodes.
    """
    sampler = FrontierSampler()

    graph = nx.watts_strogatz_graph(200, 10, 0)

    new_graph = sampler.sample(graph)

    assert sampler.number_of_nodes == new_graph.number_of_nodes()
    assert type(new_graph) == nx.classes.graph.Graph

    sampler = FrontierSampler(number_of_nodes=25)

    graph = nx.watts_strogatz_graph(100, 10, 0)

    new_graph = sampler.sample(graph)

    assert sampler.number_of_nodes == new_graph.number_of_nodes()
    assert type(new_graph) == nx.classes.graph.Graph

    sampler = FrontierSampler()

    graph = nk.nxadapter.nx2nk(nx.watts_strogatz_graph(200, 10, 0))

    new_graph = sampler.sample(graph)

    assert sampler.number_of_nodes == new_graph.numberOfNodes()
    assert type(new_graph) == NKGraph

    sampler = FrontierSampler(number_of_nodes=25)

    graph = nk.nxadapter.nx2nk(nx.watts_strogatz_graph(100, 10, 0))

    new_graph = sampler.sample(graph)

    assert sampler.number_of_nodes == new_graph.numberOfNodes()
    assert type(new_graph) == NKGraph

Beispiel #3

new_graph = sampler.sample(graph)

#-----------------------------------------------
# Community Structure Expansion Sampler Example
#-----------------------------------------------

sampler = CommunityStructureExpansionSampler()

new_graph = sampler.sample(graph)

#--------------------------
# Frontier Sampler Example
#--------------------------

sampler = FrontierSampler()

new_graph = sampler.sample(graph)

#---------------------------
# ForestFire Sampler Example
#---------------------------

sampler = ForestFireSampler()

new_graph = sampler.sample(graph)

#-----------------------------
# Random Walk Sampler Example
#-----------------------------

Beispiel #4

"""Frontier sampler example"""

import networkx as nx

from littleballoffur.exploration_sampling import FrontierSampler

graph = nx.watts_strogatz_graph(1000, 10, 0)

sampler = FrontierSampler()

new_graph = sampler.sample(graph)