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. numpy , . , , .
import numpy as np
import math
def latlong_to_3d(latr, lonr):
"""Convert a point given latitude and longitude in radians to
3-dimensional space, assuming a sphere radius of one."""
return np.array((
math.cos(latr) * math.cos(lonr),
math.cos(latr) * math.sin(lonr),
math.sin(latr)
))
def angle_between_vectors_degrees(u, v):
"""Return the angle between two vectors in any dimension space,
in degrees."""
return np.degrees(
math.acos(np.dot(u, v) / (np.linalg.norm(u) * np.linalg.norm(v))))
A = (12.92473, 77.6183)
B = (12.92512, 77.61923)
C = (12.92541, 77.61985)
a = np.radians(np.array(A))
b = np.radians(np.array(B))
c = np.radians(np.array(C))
avec = a - b
cvec = c - b
lat = b[0]
avec[1] *= math.cos(lat)
cvec[1] *= math.cos(lat)
angle2deg = angle_between_vectors_degrees(avec, cvec)
a3 = latlong_to_3d(*a)
b3 = latlong_to_3d(*b)
c3 = latlong_to_3d(*c)
a3vec = a3 - b3
c3vec = c3 - b3
angle3deg = angle_between_vectors_degrees(a3vec, c3vec)
print('\nThe angle ABC in 2D space in degrees:', angle2deg)
print('\nThe angle ABC in 3D space in degrees:', angle3deg)
The angle ABC in 2D space in degrees: 177.64369006
The angle ABC in 3D space in degrees: 177.643487338
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