69 lines
2.3 KiB
Python
69 lines
2.3 KiB
Python
import numpy as np
|
|
from numpy.testing import assert_array_almost_equal
|
|
from scipy.sparse.csgraph import (breadth_first_tree, depth_first_tree,
|
|
csgraph_to_dense, csgraph_from_dense)
|
|
|
|
|
|
def test_graph_breadth_first():
|
|
csgraph = np.array([[0, 1, 2, 0, 0],
|
|
[1, 0, 0, 0, 3],
|
|
[2, 0, 0, 7, 0],
|
|
[0, 0, 7, 0, 1],
|
|
[0, 3, 0, 1, 0]])
|
|
csgraph = csgraph_from_dense(csgraph, null_value=0)
|
|
|
|
bfirst = np.array([[0, 1, 2, 0, 0],
|
|
[0, 0, 0, 0, 3],
|
|
[0, 0, 0, 7, 0],
|
|
[0, 0, 0, 0, 0],
|
|
[0, 0, 0, 0, 0]])
|
|
|
|
for directed in [True, False]:
|
|
bfirst_test = breadth_first_tree(csgraph, 0, directed)
|
|
assert_array_almost_equal(csgraph_to_dense(bfirst_test),
|
|
bfirst)
|
|
|
|
|
|
def test_graph_depth_first():
|
|
csgraph = np.array([[0, 1, 2, 0, 0],
|
|
[1, 0, 0, 0, 3],
|
|
[2, 0, 0, 7, 0],
|
|
[0, 0, 7, 0, 1],
|
|
[0, 3, 0, 1, 0]])
|
|
csgraph = csgraph_from_dense(csgraph, null_value=0)
|
|
|
|
dfirst = np.array([[0, 1, 0, 0, 0],
|
|
[0, 0, 0, 0, 3],
|
|
[0, 0, 0, 0, 0],
|
|
[0, 0, 7, 0, 0],
|
|
[0, 0, 0, 1, 0]])
|
|
|
|
for directed in [True, False]:
|
|
dfirst_test = depth_first_tree(csgraph, 0, directed)
|
|
assert_array_almost_equal(csgraph_to_dense(dfirst_test),
|
|
dfirst)
|
|
|
|
|
|
def test_graph_breadth_first_trivial_graph():
|
|
csgraph = np.array([[0]])
|
|
csgraph = csgraph_from_dense(csgraph, null_value=0)
|
|
|
|
bfirst = np.array([[0]])
|
|
|
|
for directed in [True, False]:
|
|
bfirst_test = breadth_first_tree(csgraph, 0, directed)
|
|
assert_array_almost_equal(csgraph_to_dense(bfirst_test),
|
|
bfirst)
|
|
|
|
|
|
def test_graph_depth_first_trivial_graph():
|
|
csgraph = np.array([[0]])
|
|
csgraph = csgraph_from_dense(csgraph, null_value=0)
|
|
|
|
bfirst = np.array([[0]])
|
|
|
|
for directed in [True, False]:
|
|
bfirst_test = depth_first_tree(csgraph, 0, directed)
|
|
assert_array_almost_equal(csgraph_to_dense(bfirst_test),
|
|
bfirst)
|