test_vector.py 10.0 KB

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  1. from sympy.core import Rational, S, Add, Mul, I
  2. from sympy.simplify import simplify, trigsimp
  3. from sympy.core.function import (Derivative, Function, diff)
  4. from sympy.core.numbers import pi
  5. from sympy.core.symbol import symbols
  6. from sympy.functions.elementary.miscellaneous import sqrt
  7. from sympy.functions.elementary.trigonometric import (cos, sin)
  8. from sympy.integrals.integrals import Integral
  9. from sympy.matrices.immutable import ImmutableDenseMatrix as Matrix
  10. from sympy.vector.vector import Vector, BaseVector, VectorAdd, \
  11. VectorMul, VectorZero
  12. from sympy.vector.coordsysrect import CoordSys3D
  13. from sympy.vector.vector import Cross, Dot, cross
  14. from sympy.testing.pytest import raises
  15. from sympy.vector.kind import VectorKind
  16. from sympy.core.kind import NumberKind
  17. from sympy.testing.pytest import XFAIL
  18. C = CoordSys3D('C')
  19. i, j, k = C.base_vectors()
  20. a, b, c = symbols('a b c')
  21. def test_cross():
  22. v1 = C.x * i + C.z * C.z * j
  23. v2 = C.x * i + C.y * j + C.z * k
  24. assert Cross(v1, v2) == Cross(C.x*C.i + C.z**2*C.j, C.x*C.i + C.y*C.j + C.z*C.k)
  25. assert Cross(v1, v2).doit() == C.z**3*C.i + (-C.x*C.z)*C.j + (C.x*C.y - C.x*C.z**2)*C.k
  26. assert cross(v1, v2) == C.z**3*C.i + (-C.x*C.z)*C.j + (C.x*C.y - C.x*C.z**2)*C.k
  27. assert Cross(v1, v2) == -Cross(v2, v1)
  28. # XXX: Cannot use Cross here. See XFAIL test below:
  29. assert cross(v1, v2) + cross(v2, v1) == Vector.zero
  30. @XFAIL
  31. def test_cross_xfail():
  32. v1 = C.x * i + C.z * C.z * j
  33. v2 = C.x * i + C.y * j + C.z * k
  34. assert Cross(v1, v2) + Cross(v2, v1) == Vector.zero
  35. def test_dot():
  36. v1 = C.x * i + C.z * C.z * j
  37. v2 = C.x * i + C.y * j + C.z * k
  38. assert Dot(v1, v2) == Dot(C.x*C.i + C.z**2*C.j, C.x*C.i + C.y*C.j + C.z*C.k)
  39. assert Dot(v1, v2).doit() == C.x**2 + C.y*C.z**2
  40. assert Dot(v2, v1).doit() == C.x**2 + C.y*C.z**2
  41. assert Dot(v1, v2) == Dot(v2, v1)
  42. def test_vector_sympy():
  43. """
  44. Test whether the Vector framework confirms to the hashing
  45. and equality testing properties of SymPy.
  46. """
  47. v1 = 3*j
  48. assert v1 == j*3
  49. assert v1.components == {j: 3}
  50. v2 = 3*i + 4*j + 5*k
  51. v3 = 2*i + 4*j + i + 4*k + k
  52. assert v3 == v2
  53. assert v3.__hash__() == v2.__hash__()
  54. def test_kind():
  55. assert C.i.kind is VectorKind(NumberKind)
  56. assert C.j.kind is VectorKind(NumberKind)
  57. assert C.k.kind is VectorKind(NumberKind)
  58. assert C.x.kind is NumberKind
  59. assert C.y.kind is NumberKind
  60. assert C.z.kind is NumberKind
  61. assert Mul._kind_dispatcher(NumberKind, VectorKind(NumberKind)) is VectorKind(NumberKind)
  62. assert Mul(2, C.i).kind is VectorKind(NumberKind)
  63. v1 = C.x * i + C.z * C.z * j
  64. v2 = C.x * i + C.y * j + C.z * k
  65. assert v1.kind is VectorKind(NumberKind)
  66. assert v2.kind is VectorKind(NumberKind)
  67. assert (v1 + v2).kind is VectorKind(NumberKind)
  68. assert Add(v1, v2).kind is VectorKind(NumberKind)
  69. assert Cross(v1, v2).doit().kind is VectorKind(NumberKind)
  70. assert VectorAdd(v1, v2).kind is VectorKind(NumberKind)
  71. assert VectorMul(2, v1).kind is VectorKind(NumberKind)
  72. assert VectorZero().kind is VectorKind(NumberKind)
  73. assert v1.projection(v2).kind is VectorKind(NumberKind)
  74. assert v2.projection(v1).kind is VectorKind(NumberKind)
  75. def test_vectoradd():
  76. assert isinstance(Add(C.i, C.j), VectorAdd)
  77. v1 = C.x * i + C.z * C.z * j
  78. v2 = C.x * i + C.y * j + C.z * k
  79. assert isinstance(Add(v1, v2), VectorAdd)
  80. # https://github.com/sympy/sympy/issues/26121
  81. E = Matrix([C.i, C.j, C.k]).T
  82. a = Matrix([1, 2, 3])
  83. av = E*a
  84. assert av[0].kind == VectorKind()
  85. assert isinstance(av[0], VectorAdd)
  86. def test_vector():
  87. assert isinstance(i, BaseVector)
  88. assert i != j
  89. assert j != k
  90. assert k != i
  91. assert i - i == Vector.zero
  92. assert i + Vector.zero == i
  93. assert i - Vector.zero == i
  94. assert Vector.zero != 0
  95. assert -Vector.zero == Vector.zero
  96. v1 = a*i + b*j + c*k
  97. v2 = a**2*i + b**2*j + c**2*k
  98. v3 = v1 + v2
  99. v4 = 2 * v1
  100. v5 = a * i
  101. assert isinstance(v1, VectorAdd)
  102. assert v1 - v1 == Vector.zero
  103. assert v1 + Vector.zero == v1
  104. assert v1.dot(i) == a
  105. assert v1.dot(j) == b
  106. assert v1.dot(k) == c
  107. assert i.dot(v2) == a**2
  108. assert j.dot(v2) == b**2
  109. assert k.dot(v2) == c**2
  110. assert v3.dot(i) == a**2 + a
  111. assert v3.dot(j) == b**2 + b
  112. assert v3.dot(k) == c**2 + c
  113. assert v1 + v2 == v2 + v1
  114. assert v1 - v2 == -1 * (v2 - v1)
  115. assert a * v1 == v1 * a
  116. assert isinstance(v5, VectorMul)
  117. assert v5.base_vector == i
  118. assert v5.measure_number == a
  119. assert isinstance(v4, Vector)
  120. assert isinstance(v4, VectorAdd)
  121. assert isinstance(v4, Vector)
  122. assert isinstance(Vector.zero, VectorZero)
  123. assert isinstance(Vector.zero, Vector)
  124. assert isinstance(v1 * 0, VectorZero)
  125. assert v1.to_matrix(C) == Matrix([[a], [b], [c]])
  126. assert i.components == {i: 1}
  127. assert v5.components == {i: a}
  128. assert v1.components == {i: a, j: b, k: c}
  129. assert VectorAdd(v1, Vector.zero) == v1
  130. assert VectorMul(a, v1) == v1*a
  131. assert VectorMul(1, i) == i
  132. assert VectorAdd(v1, Vector.zero) == v1
  133. assert VectorMul(0, Vector.zero) == Vector.zero
  134. raises(TypeError, lambda: v1.outer(1))
  135. raises(TypeError, lambda: v1.dot(1))
  136. def test_vector_magnitude_normalize():
  137. assert Vector.zero.magnitude() == 0
  138. assert Vector.zero.normalize() == Vector.zero
  139. assert i.magnitude() == 1
  140. assert j.magnitude() == 1
  141. assert k.magnitude() == 1
  142. assert i.normalize() == i
  143. assert j.normalize() == j
  144. assert k.normalize() == k
  145. v1 = a * i
  146. assert v1.normalize() == (a/sqrt(a**2))*i
  147. assert v1.magnitude() == sqrt(a**2)
  148. v2 = a*i + b*j + c*k
  149. assert v2.magnitude() == sqrt(a**2 + b**2 + c**2)
  150. assert v2.normalize() == v2 / v2.magnitude()
  151. v3 = i + j
  152. assert v3.normalize() == (sqrt(2)/2)*C.i + (sqrt(2)/2)*C.j
  153. def test_vector_simplify():
  154. A, s, k, m = symbols('A, s, k, m')
  155. test1 = (1 / a + 1 / b) * i
  156. assert (test1 & i) != (a + b) / (a * b)
  157. test1 = simplify(test1)
  158. assert (test1 & i) == (a + b) / (a * b)
  159. assert test1.simplify() == simplify(test1)
  160. test2 = (A**2 * s**4 / (4 * pi * k * m**3)) * i
  161. test2 = simplify(test2)
  162. assert (test2 & i) == (A**2 * s**4 / (4 * pi * k * m**3))
  163. test3 = ((4 + 4 * a - 2 * (2 + 2 * a)) / (2 + 2 * a)) * i
  164. test3 = simplify(test3)
  165. assert (test3 & i) == 0
  166. test4 = ((-4 * a * b**2 - 2 * b**3 - 2 * a**2 * b) / (a + b)**2) * i
  167. test4 = simplify(test4)
  168. assert (test4 & i) == -2 * b
  169. v = (sin(a)+cos(a))**2*i - j
  170. assert trigsimp(v) == (2*sin(a + pi/4)**2)*i + (-1)*j
  171. assert trigsimp(v) == v.trigsimp()
  172. assert simplify(Vector.zero) == Vector.zero
  173. def test_vector_equals():
  174. assert (2*i).equals(j) is False
  175. assert i.equals(i) is True
  176. # https://github.com/sympy/sympy/issues/25915
  177. A = (sqrt(2) + sqrt(6)) / sqrt(sqrt(3) + 2)
  178. assert (A*i).equals(2*i) is True
  179. assert (A*i).equals(3*i) is False
  180. # Test comparing vectors in different coordinate systems
  181. D = C.orient_new_axis('D', pi/2, C.k)
  182. assert (D.i).equals(C.j) is True
  183. assert (D.i).equals(C.i) is False
  184. def test_vector_conjugate():
  185. # https://github.com/sympy/sympy/issues/27094
  186. assert (I*i + (1 + I)*j + 2*k).conjugate() == -I*i + (1 - I)*j + 2*k
  187. def test_vector_dot():
  188. assert i.dot(Vector.zero) == 0
  189. assert Vector.zero.dot(i) == 0
  190. assert i & Vector.zero == 0
  191. assert i.dot(i) == 1
  192. assert i.dot(j) == 0
  193. assert i.dot(k) == 0
  194. assert i & i == 1
  195. assert i & j == 0
  196. assert i & k == 0
  197. assert j.dot(i) == 0
  198. assert j.dot(j) == 1
  199. assert j.dot(k) == 0
  200. assert j & i == 0
  201. assert j & j == 1
  202. assert j & k == 0
  203. assert k.dot(i) == 0
  204. assert k.dot(j) == 0
  205. assert k.dot(k) == 1
  206. assert k & i == 0
  207. assert k & j == 0
  208. assert k & k == 1
  209. raises(TypeError, lambda: k.dot(1))
  210. def test_vector_cross():
  211. assert i.cross(Vector.zero) == Vector.zero
  212. assert Vector.zero.cross(i) == Vector.zero
  213. assert i.cross(i) == Vector.zero
  214. assert i.cross(j) == k
  215. assert i.cross(k) == -j
  216. assert i ^ i == Vector.zero
  217. assert i ^ j == k
  218. assert i ^ k == -j
  219. assert j.cross(i) == -k
  220. assert j.cross(j) == Vector.zero
  221. assert j.cross(k) == i
  222. assert j ^ i == -k
  223. assert j ^ j == Vector.zero
  224. assert j ^ k == i
  225. assert k.cross(i) == j
  226. assert k.cross(j) == -i
  227. assert k.cross(k) == Vector.zero
  228. assert k ^ i == j
  229. assert k ^ j == -i
  230. assert k ^ k == Vector.zero
  231. assert k.cross(1) == Cross(k, 1)
  232. def test_projection():
  233. v1 = i + j + k
  234. v2 = 3*i + 4*j
  235. v3 = 0*i + 0*j
  236. assert v1.projection(v1) == i + j + k
  237. assert v1.projection(v2) == Rational(7, 3)*C.i + Rational(7, 3)*C.j + Rational(7, 3)*C.k
  238. assert v1.projection(v1, scalar=True) == S.One
  239. assert v1.projection(v2, scalar=True) == Rational(7, 3)
  240. assert v3.projection(v1) == Vector.zero
  241. assert v3.projection(v1, scalar=True) == S.Zero
  242. def test_vector_diff_integrate():
  243. f = Function('f')
  244. v = f(a)*C.i + a**2*C.j - C.k
  245. assert Derivative(v, a) == Derivative((f(a))*C.i +
  246. a**2*C.j + (-1)*C.k, a)
  247. assert (diff(v, a) == v.diff(a) == Derivative(v, a).doit() ==
  248. (Derivative(f(a), a))*C.i + 2*a*C.j)
  249. assert (Integral(v, a) == (Integral(f(a), a))*C.i +
  250. (Integral(a**2, a))*C.j + (Integral(-1, a))*C.k)
  251. def test_vector_args():
  252. raises(ValueError, lambda: BaseVector(3, C))
  253. raises(TypeError, lambda: BaseVector(0, Vector.zero))
  254. def test_srepr():
  255. from sympy.printing.repr import srepr
  256. res = "CoordSys3D(Str('C'), Tuple(ImmutableDenseMatrix([[Integer(1), "\
  257. "Integer(0), Integer(0)], [Integer(0), Integer(1), Integer(0)], "\
  258. "[Integer(0), Integer(0), Integer(1)]]), VectorZero())).i"
  259. assert srepr(C.i) == res
  260. def test_scalar():
  261. from sympy.vector import CoordSys3D
  262. C = CoordSys3D('C')
  263. v1 = 3*C.i + 4*C.j + 5*C.k
  264. v2 = 3*C.i - 4*C.j + 5*C.k
  265. assert v1.is_Vector is True
  266. assert v1.is_scalar is False
  267. assert (v1.dot(v2)).is_scalar is True
  268. assert (v1.cross(v2)).is_scalar is False