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from __future__ import division, print_function, absolute_import
import warnings
import numpy as np
from numpy.testing import assert_, assert_equal, run_module_suite
from scipy.sparse import csr_matrix, csgraph
def test_cs_graph_components():
D = np.eye(4, dtype=np.bool)
with warnings.catch_warnings():
warnings.filterwarnings("ignore",
message="`cs_graph_components` is deprecated")
n_comp, flag = csgraph.cs_graph_components(csr_matrix(D))
assert_(n_comp == 4)
assert_equal(flag, [0, 1, 2, 3])
D[0, 1] = D[1, 0] = 1
n_comp, flag = csgraph.cs_graph_components(csr_matrix(D))
assert_(n_comp == 3)
assert_equal(flag, [0, 0, 1, 2])
# A pathological case...
D[2, 2] = 0
n_comp, flag = csgraph.cs_graph_components(csr_matrix(D))
assert_(n_comp == 2)
assert_equal(flag, [0, 0, -2, 1])
if __name__ == "__main__":
run_module_suite()
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