def test_similarity():
rdf_space = Space('tests/example.n3')
# Overriding _ut
rdf_space._ut = np.array([[0,1,0,0],[1,0,0,0],[0,1,0,0],[1,1,1,1]], dtype=float).T
# Overriding uri_index
rdf_space.uri_index = {'http://0': 0, 'http://1': 1, 'http://2': 2, 'http://3': 3}
assert_equal(rdf_space.similarity('http://0', 'http://0'), 1.0)
assert_equal(rdf_space.similarity('http://0', 'http://1'), 0)
assert_equal(rdf_space.similarity('http://0', 'http://2'), 1.0)
assert_equal(rdf_space.similarity('http://0', 'http://3'), 0.5)
def test_centrality():
rdf_space = Space('tests/example.n3')
# Overriding _ut
rdf_space._ut = np.array([[-1,1,0,0],[1,0,0,0],[2,1,0,0],[3,1,1,1]], dtype=float).T
# Overriding uri_index
rdf_space._uri_index = {'http://0': 0, 'http://1': 1, 'http://2': 2, 'http://3': 3}
assert_equal(rdf_space.centrality('http://0'), 1)
assert_equal(rdf_space.centrality('http://1'), 1)
assert_equal(rdf_space.centrality('http://2'), 2)
assert_equal(rdf_space.centrality('http://3'), 3)
def test_centroid():
rdf_space = Space('tests/example.n3')
# Overriding _ut
rdf_space._ut = np.array([[0,1,0,0],[1,0,0,0],[0,1,0,0],[1,1,1,1]], dtype=float).T
# Overriding uri_index
rdf_space.uri_index = {'http://0': 0, 'http://1': 1, 'http://2': 2, 'http://3': 3}
centroid = rdf_space.centroid(['http://0', 'http://1', 'http://2', 'http://3'])
assert_array_equal(centroid, np.array([0.5, 0.75, 0.25, 0.25]))
centroid = rdf_space.centroid(['http://0', 'http://3'])
assert_array_equal(centroid, np.array([0.5, 1, 0.5, 0.5]))
centroid = rdf_space.centroid(['http://0', 'http://1'])
assert_array_equal(centroid, np.array([0.5, 0.5, 0, 0]))
centroid = rdf_space.centroid(['http://0', 'http://6'])
assert_array_equal(centroid, np.array([0, 1, 0, 0]))
centroid = rdf_space.centroid([])
assert_array_equal(centroid, None)
def test_save_and_load():
rdf_space = Space('tests/example.n3')
rdf_space._ut = np.random.rand(5, 5)
rdf_space._ut_shape = (5, 5)
rdf_space._s = np.random.rand(5, 5)
rdf_space._s_shape = (5, 5)
rdf_space._vt = np.random.rand(5, 5)
rdf_space._vt_shape = (5, 5)
adj = rdf_space._adjacency
rdf_space.save('tests/example-space')
assert_array_equal(rdf_space._adjacency, adj)
space = Space.load('tests/example-space')
assert_equal(space.uri_index, rdf_space.uri_index)
assert_equal(space._ut[2,3], rdf_space._ut[2,3])
assert_equal(space._s[2,2], rdf_space._s[2,2])
assert_equal(space._vt[2,3], rdf_space._vt[2,3])
assert_equal(space._adjacency, None)
try:
space = Space.load('foo')
assert_true(false)
except Exception as e:
assert_equal(e.args[0], 'No such directory')