def test_add_lines2():
nlines = 1e5
ncols = 1
A = np.random.rand(nlines, ncols)
B = np.random.rand(nlines, ncols)
I = np.asarray(np.random.randint(nlines, size=nlines)
).astype(np.int)
C1 = B.copy()
C2 = B.copy()
routines.add_lines(A, C1, I)
slow_add_lines(A, C2, I)
assert_almost_equal(C1, C2)
def isolated(XYZ, k=18):
"""
Outputs an index I of isolated points from their integer coordinates,
XYZ (3, n), and under k-connectivity, k = 6, 18 or 24.
"""
A, B, D = FG.graph_3d_grid(XYZ.transpose(),k)
# Number of vertices
V = max(A) + 1
# Labels of connected components
label = FG.graph_cc(A,B,D,V)
# Isolated points
ncc = label.max() + 1
p = XYZ.shape[1]
size = np.zeros(ncc, float)
ones = np.ones((p, 1), float)
add_lines(ones, size.reshape(ncc, 1), label)
return np.where(size[label] == 1)[0]
