1

2# -*- coding: utf-8 -*-

3

4 u'''Extended 3-D vector class L{Vector3d} and functions.

5

6 Function L{intersection3d3}, L{intersections2}, L{parse3d}, L{sumOf},

7 L{trilaterate2d2} and L{trilaterate3d2}.

8'''

9

10# from pygeodesy.basics import isscalar # from .fmath

11 from pygeodesy.constants import EPS, EPS0, EPS1, EPS4, INT0, isnear0, \

12 _0_0, _1_0

13 from pygeodesy.errors import IntersectionError, _ValueError, VectorError, \

14 _xattr, _xError, _xkwds_get, _xkwds, _xkwds_popitem

15 from pygeodesy.fmath import euclid, fabs, fdot, hypot, sqrt, \

16 fsum1_, isscalar

17# from pygeodesy.fsums import fsum1_ # from .fmath

18# from pygeodesy.formy import _radical2 # in _intersects2 below

19 from pygeodesy.interns import NN, _COMMA_, _concentric_, _intersection_, \

20 _near_, _negative_, _no_, _too_

21 from pygeodesy.iters import PointsIter, Fmt

22 from pygeodesy.lazily import _ALL_DOCS, _ALL_LAZY, _ALL_MODS as _MODS

23 from pygeodesy.named import _xnamed, _xotherError

24 from pygeodesy.namedTuples import Intersection3Tuple, NearestOn2Tuple, \

25 NearestOn6Tuple, Vector3Tuple # Vector4Tuple

26# from pygeodesy.nvectorBase import _nsumOf # _MODS

27# from pygeodesy.streprs import Fmt # from .iters

28 from pygeodesy.units import _fi_j2, Radius, Radius_

29 from pygeodesy.utily import atan2b, sincos2d

30# from pygeodesy.vector2d import .... # in .... below

31 from pygeodesy.vector3dBase import Vector3dBase

32

33# from math import fabs, sqrt # from .fmath

34

35__all__ = _ALL_LAZY.vector3d

36__version__ = '23.10.15'

37

38

39 class Vector3d(Vector3dBase):

40 '''Extended 3-D vector.

41

42 In a geodesy context, these may be used to represent:

43 - n-vector, the normal to a point on the earth's surface

44 - Earth-Centered, Earth-Fixed (ECEF) cartesian (== spherical n-vector)

45 - great circle normal to the vector

46 - motion vector on the earth's surface

47 - etc.

48 '''

49

50 def bearing(self, useZ=True):

51 '''Get this vector's "bearing", the angle off the +Z axis, clockwise.

52

53 @kwarg useZ: If C{True}, use the Z component, otherwise ignore the

54 Z component and consider the +Y as the +Z axis.

55

56 @return: Bearing (compass C{degrees}).

57 '''

58 x, y = self.x, self.y

59 if useZ:

60 x, y = hypot(x, y), self.z

61 return atan2b(x, y)

62

63 def circin6(self, point2, point3, eps=EPS4):

64 '''Return the radius and center of the I{inscribed} aka I{In- circle}

65 of a (3-D) triangle formed by this and two other points.

66

67 @arg point2: Second point (C{Cartesian}, L{Vector3d}, C{Vector3Tuple},

68 C{Vector4Tuple} or C{Vector2Tuple} if C{B{useZ}=False}).

69 @arg point3: Third point (C{Cartesian}, L{Vector3d}, C{Vector3Tuple},

70 C{Vector4Tuple} or C{Vector2Tuple} if C{B{useZ}=False}).

71 @kwarg eps: Tolerance for function L{pygeodesy.trilaterate3d2} if

72 C{B{useZ} is True} otherwise L{pygeodesy.trilaterate2d2}.

73

74 @return: L{Circin6Tuple}C{(radius, center, deltas, cA, cB, cC)}. The

75 C{center} and contact points C{cA}, C{cB} and C{cC}, each an

76 instance of this (sub-)class, are co-planar with this and the

77 two given points.

78

79 @raise ImportError: Package C{numpy} not found, not installed or older

80 than version 1.10.

81

82 @raise IntersectionError: Near-coincident or -colinear points or

83 a trilateration or C{numpy} issue.

84

85 @raise TypeError: Invalid B{C{point2}} or B{C{point3}}.

86

87 @see: Function L{pygeodesy.circin6}, U{Incircle

88 <https://MathWorld.Wolfram.com/Incircle.html>} and U{Contact

89 Triangle<https://MathWorld.Wolfram.com/ContactTriangle.html>}.

90 '''

91 try:

92 return _MODS.vector2d._circin6(self, point2, point3, eps=eps, useZ=True)

93 except (AssertionError, TypeError, ValueError) as x:

94 raise _xError(x, point=self, point2=point2, point3=point3)

95

96 def circum3(self, point2, point3, circum=True, eps=EPS4):

97 '''Return the radius and center of the smallest circle I{through} or

98 I{containing} this and two other (3-D) points.

99

100 @arg point2: Second point (C{Cartesian}, L{Vector3d}, C{Vector3Tuple}

101 or C{Vector4Tuple}).

102 @arg point3: Third point (C{Cartesian}, L{Vector3d}, C{Vector3Tuple}

103 or C{Vector4Tuple}).

104 @kwarg circum: If C{True} return the C{circumradius} and C{circumcenter},

105 always, ignoring the I{Meeus}' Type I case (C{bool}).

106 @kwarg eps: Tolerance passed to function L{pygeodesy.trilaterate3d2}.

107

108 @return: A L{Circum3Tuple}C{(radius, center, deltas)}. The C{center}, an

109 instance of this (sub-)class, is co-planar with this and the two

110 given points.

111

112 @raise ImportError: Package C{numpy} not found, not installed or older than

113 version 1.10.

114

115 @raise IntersectionError: Near-concentric, -coincident or -colinear points

116 or a trilateration or C{numpy} issue.

117

118 @raise TypeError: Invalid B{C{point2}} or B{C{point3}}.

119

120 @see: Function L{pygeodesy.circum3} and methods L{circum4_} and L{meeus2}.

121 '''

122 try:

123 return _MODS.vector2d._circum3(self, point2, point3, circum=circum,

124 eps=eps, useZ=True, clas=self.classof)

125 except (AssertionError, TypeError, ValueError) as x:

126 raise _xError(x, point=self, point2=point2, point3=point3, circum=circum)

127

128 def circum4_(self, *points):

129 '''Best-fit a sphere through this and two or more other (3-D) points.

130

131 @arg points: Other points (each a C{Cartesian}, L{Vector3d}, C{Vector3Tuple}

132 or C{Vector4Tuple}).

133

134 @return: L{Circum4Tuple}C{(radius, center, rank, residuals)} with C{center}

135 an instance if this (sub-)class.

136

137 @raise ImportError: Package C{numpy} not found, not installed or

138 older than version 1.10.

139

140 @raise NumPyError: Some C{numpy} issue.

141

142 @raise PointsError: Too few B{C{points}}.

143

144 @raise TypeError: One of the B{C{points}} invalid.

145

146 @see: Function L{pygeodesy.circum4_} and methods L{circum3} and L{meeus2}.

147 '''

148 return _MODS.vector2d.circum4_(self, *points, useZ=True, Vector=self.classof)

149

150 def iscolinearWith(self, point1, point2, eps=EPS):

151 '''Check whether this and two other (3-D) points are colinear.

152

153 @arg point1: One point (C{Cartesian}, L{Vector3d}, C{Vector3Tuple}

154 or C{Vector4Tuple}).

155 @arg point2: An other point (C{Cartesian}, L{Vector3d}, C{Vector3Tuple}

156 or C{Vector4Tuple}).

157 @kwarg eps: Tolerance (C{scalar}), same units as C{x},

158 C{y}, and C{z}.

159

160 @return: C{True} if this point is colinear with B{C{point1}} and

161 B{C{point2}}, C{False} otherwise.

162

163 @raise TypeError: Invalid B{C{point1}} or B{C{point2}}.

164

165 @see: Method L{nearestOn}.

166 '''

167 v = self if self.name else _otherV3d(NN_OK=False, this=self)

168 return _MODS.vector2d._iscolinearWith(v, point1, point2, eps=eps)

169

170 def meeus2(self, point2, point3, circum=False):

171 '''Return the radius and I{Meeus}' Type of the smallest circle I{through}

172 or I{containing} this and two other (3-D) points.

173

174 @arg point2: Second point (C{Cartesian}, L{Vector3d}, C{Vector3Tuple}

175 or C{Vector4Tuple}).

176 @arg point3: Third point (C{Cartesian}, L{Vector3d}, C{Vector3Tuple}

177 or C{Vector4Tuple}).

178 @kwarg circum: If C{True} return the C{circumradius} and C{circumcenter}

179 always, overriding I{Meeus}' Type II case (C{bool}).

180

181 @return: L{Meeus2Tuple}C{(radius, Type)}, with C{Type} the C{circumcenter}

182 iff C{B{circum}=True}.

183

184 @raise IntersectionError: Coincident or colinear points, iff C{B{circum}=True}.

185

186 @raise TypeError: Invalid B{C{point2}} or B{C{point3}}.

187

188 @see: Function L{pygeodesy.meeus2} and methods L{circum3} and L{circum4_}.

189 '''

190 try:

191 return _MODS.vector2d._meeus2(self, point2, point3, circum, clas=self.classof)

192 except (TypeError, ValueError) as x:

193 raise _xError(x, point=self, point2=point2, point3=point3, circum=circum)

194

195 def nearestOn(self, point1, point2, within=True):

196 '''Locate the point between two points closest to this point.

197

198 @arg point1: Start point (C{Cartesian}, L{Vector3d}, C{Vector3Tuple} or

199 C{Vector4Tuple}).

200 @arg point2: End point (C{Cartesian}, L{Vector3d}, C{Vector3Tuple} or

201 C{Vector4Tuple}).

202 @kwarg within: If C{True} return the closest point between the given

203 points, otherwise the closest point on the extended

204 line through both points (C{bool}).

205

206 @return: Closest point, either B{C{point1}} or B{C{point2}} or an instance

207 of this (sub-)class.

208

209 @raise TypeError: Invalid B{C{point1}} or B{C{point2}}.

210

211 @see: Method L{sphericalTrigonometry.LatLon.nearestOn3} and U{3-D Point-Line

212 Distance<https://MathWorld.Wolfram.com/Point-LineDistance3-Dimensional.html>}.

213 '''

214 return _nearestOn2(self, point1, point2, within=within).closest

215

216 def nearestOn6(self, points, closed=False, useZ=True): # eps=EPS

217 '''Locate the point on a path or polygon closest to this point.

218

219 The closest point is either on and within the extent of a polygon

220 edge or the nearest of that edge's end points.

221

222 @arg points: The path or polygon points (C{Cartesian}, L{Vector3d},

223 C{Vector3Tuple} or C{Vector4Tuple}[]).

224 @kwarg closed: Optionally, close the path or polygon (C{bool}).

225 @kwarg useZ: If C{True}, use the Z components, otherwise force C{z=INT0} (C{bool}).

226

227 @return: A L{NearestOn6Tuple}C{(closest, distance, fi, j, start, end)}

228 with the C{closest}, the C{start} and the C{end} point each

229 an instance of this point's (sub-)class.

230

231 @raise PointsError: Insufficient number of B{C{points}}

232

233 @raise TypeError: Non-cartesian B{C{points}}.

234

235 @note: Distances measured with method L{Vector3d.equirectangular}.

236

237 @see: Function L{nearestOn6}.

238 '''

239 return nearestOn6(self, points, closed=closed, useZ=useZ) # Vector=self.classof

240

241 def parse(self, str3d, sep=_COMMA_, name=NN):

242 '''Parse an C{"x, y, z"} string to a L{Vector3d} instance.

243

244 @arg str3d: X, y and z string (C{str}), see function L{parse3d}.

245 @kwarg sep: Optional separator (C{str}).

246 @kwarg name: Optional instance name (C{str}), overriding this name.

247

248 @return: The instance (L{Vector3d}).

249

250 @raise VectorError: Invalid B{C{str3d}}.

251 '''

252 return parse3d(str3d, sep=sep, Vector=self.classof, name=name or self.name)

253

254 def radii11(self, point2, point3):

255 '''Return the radii of the C{Circum-}, C{In-}, I{Soddy} and C{Tangent}

256 circles of a (3-D) triangle.

257

258 @arg point2: Second point (C{Cartesian}, L{Vector3d}, C{Vector3Tuple},

259 C{Vector4Tuple} or C{Vector2Tuple} if C{B{useZ}=False}).

260 @arg point3: Third point (C{Cartesian}, L{Vector3d}, C{Vector3Tuple},

261 C{Vector4Tuple} or C{Vector2Tuple} if C{B{useZ}=False}).

262

263 @return: L{Radii11Tuple}C{(rA, rB, rC, cR, rIn, riS, roS, a, b, c, s)}.

264

265 @raise TriangleError: Near-coincident or -colinear points.

266

267 @raise TypeError: Invalid B{C{point2}} or B{C{point3}}.

268

269 @see: Function L{pygeodesy.radii11}, U{Incircle

270 <https://MathWorld.Wolfram.com/Incircle.html>}, U{Soddy Circles

271 <https://MathWorld.Wolfram.com/SoddyCircles.html>} and U{Tangent

272 Circles<https://MathWorld.Wolfram.com/TangentCircles.html>}.

273 '''

274 try:

275 return _MODS.vector2d._radii11ABC(self, point2, point3, useZ=True)[0]

276 except (TypeError, ValueError) as x:

277 raise _xError(x, point=self, point2=point2, point3=point3)

278

279 def soddy4(self, point2, point3, eps=EPS4):

280 '''Return the radius and center of the C{inner} I{Soddy} circle of a

281 (3-D) triangle.

282

283 @arg point2: Second point (C{Cartesian}, L{Vector3d}, C{Vector3Tuple},

284 C{Vector4Tuple} or C{Vector2Tuple} if C{B{useZ}=False}).

285 @arg point3: Third point (C{Cartesian}, L{Vector3d}, C{Vector3Tuple},

286 C{Vector4Tuple} or C{Vector2Tuple} if C{B{useZ}=False}).

287 @kwarg eps: Tolerance for function L{pygeodesy.trilaterate3d2} if

288 C{B{useZ} is True} otherwise L{pygeodesy.trilaterate2d2}.

289

290 @return: L{Soddy4Tuple}C{(radius, center, deltas, outer)}. The C{center},

291 an instance of B{C{point1}}'s (sub-)class, is co-planar with the

292 three given points.

293

294 @raise ImportError: Package C{numpy} not found, not installed or older

295 than version 1.10.

296

297 @raise IntersectionError: Near-coincident or -colinear points or

298 a trilateration or C{numpy} issue.

299

300 @raise TypeError: Invalid B{C{point2}} or B{C{point3}}.

301

302 @see: Function L{pygeodesy.soddy4}.

303 '''

304 return _MODS.vector2d.soddy4(self, point2, point3, eps=eps, useZ=True)

305

306 def trilaterate2d2(self, radius, center2, radius2, center3, radius3, eps=EPS, z=INT0):

307 '''Trilaterate this and two other circles, each given as a (2-D) center

308 and a radius.

309

310 @arg radius: Radius of this circle (same C{units} as this C{x} and C{y}.

311 @arg center2: Center of the 2nd circle (C{Cartesian}, L{Vector3d},

312 C{Vector2Tuple}, C{Vector3Tuple} or C{Vector4Tuple}).

313 @arg radius2: Radius of this circle (same C{units} as this C{x} and C{y}.

314 @arg center3: Center of the 3rd circle (C{Cartesian}, L{Vector3d},

315 C{Vector2Tuple}, C{Vector3Tuple} or C{Vector4Tuple}).

316 @arg radius3: Radius of the 3rd circle (same C{units} as this C{x} and C{y}.

317 @kwarg eps: Tolerance to check the trilaterated point I{delta} on all

318 3 circles (C{scalar}) or C{None} for no checking.

319 @kwarg z: Optional Z component of the trilaterated point (C{scalar}).

320

321 @return: Trilaterated point, an instance of this (sub-)class with C{z=B{z}}.

322

323 @raise IntersectionError: No intersection, near-concentric or -colinear

324 centers, trilateration failed some other way

325 or the trilaterated point is off one circle

326 by more than B{C{eps}}.

327

328 @raise TypeError: Invalid B{C{center2}} or B{C{center3}}.

329

330 @raise UnitError: Invalid B{C{radius1}}, B{C{radius2}} or B{C{radius3}}.

331

332 @see: Function L{pygeodesy.trilaterate2d2}.

333 '''

334

335 def _xyr3(r, **name_v):

336 v = _otherV3d(useZ=False, **name_v)

337 return v.x, v.y, r

338

339 try:

340 return _MODS.vector2d._trilaterate2d2(*(_xyr3(radius, center=self) +

341 _xyr3(radius2, center2=center2) +

342 _xyr3(radius3, center3=center3)),

343 eps=eps, Vector=self.classof, z=z)

344 except (AssertionError, TypeError, ValueError) as x:

345 raise _xError(x, center=self, radius=radius,

346 center2=center2, radius2=radius2,

347 center3=center3, radius3=radius3)

348

349 def trilaterate3d2(self, radius, center2, radius2, center3, radius3, eps=EPS):

350 '''Trilaterate this and two other spheres, each given as a (3-D) center

351 and a radius.

352

353 @arg radius: Radius of this sphere (same C{units} as this C{x}, C{y}

354 and C{z}).

355 @arg center2: Center of the 2nd sphere (C{Cartesian}, L{Vector3d},

356 C{Vector3Tuple} or C{Vector4Tuple}).

357 @arg radius2: Radius of this sphere (same C{units} as this C{x}, C{y}

358 and C{z}).

359 @arg center3: Center of the 3rd sphere (C{Cartesian}, , L{Vector3d},

360 C{Vector3Tuple} or C{Vector4Tuple}).

361 @arg radius3: Radius of the 3rd sphere (same C{units} as this C{x}, C{y}

362 and C{z}).

363 @kwarg eps: Pertubation tolerance (C{scalar}), same units as C{x}, C{y}

364 and C{z} or C{None} for no pertubations.

365

366 @return: 2-Tuple with two trilaterated points, each an instance of this

367 (sub-)class. Both points are the same instance if all three

368 spheres intersect or abut in a single point.

369

370 @raise ImportError: Package C{numpy} not found, not installed or

371 older than version 1.10.

372

373 @raise IntersectionError: Near-concentric, -colinear, too distant or

374 non-intersecting spheres or C{numpy} issue.

375

376 @raise NumPyError: Some C{numpy} issue.

377

378 @raise TypeError: Invalid B{C{center2}} or B{C{center3}}.

379

380 @raise UnitError: Invalid B{C{radius}}, B{C{radius2}} or B{C{radius3}}.

381

382 @note: Package U{numpy<https://PyPI.org/project/numpy>} is required,

383 version 1.10 or later.

384

385 @see: Norrdine, A. U{I{An Algebraic Solution to the Multilateration

386 Problem}<https://www.ResearchGate.net/publication/275027725>}

387 and U{I{implementation}<https://www.ResearchGate.net/publication/288825016>}.

388 '''

389 try:

390 c1 = _otherV3d(center=self, NN_OK=False)

391 return _MODS.vector2d._trilaterate3d2(c1, Radius_(radius, low=eps),

392 center2, radius2,

393 center3, radius3,

394 eps=eps, clas=self.classof)

395 except (AssertionError, TypeError, ValueError) as x:

396 raise _xError(x, center=self, radius=radius,

397 center2=center2, radius2=radius2,

398 center3=center3, radius3=radius3)

399

400

401 def _intersect3d3(start1, end1, start2, end2, eps=EPS, useZ=False): # MCCABE 16 in .formy.intersection2, .rhumbBase

402 # (INTERNAL) Intersect two lines, see L{intersection3d3} below,

403 # separated to allow callers to embellish any exceptions

404

405 def _corners2(s1, b1, s2, useZ):

406 # Get the C{s1'} and C{e1'} corners of a right-angle

407 # triangle with the hypotenuse thru C{s1} at bearing

408 # C{b1} and the right angle at C{s2}

409 dx, dy, d = s2.minus(s1).xyz

410 if useZ and not isnear0(d): # not supported

411 raise IntersectionError(useZ=d, bearing=b1)

412 s, c = sincos2d(b1)

413 if s and c:

414 dx *= c / s

415 dy *= s / c

416 e1 = Vector3d(s2.x, s1.y + dx, s1.z)

417 s1 = Vector3d(s1.x + dy, s2.y, s1.z)

418 else: # orthogonal

419 d = euclid(dx, dy) # hypot?

420 e1 = Vector3d(s1.x + s * d, s1.y + c * d, s1.z)

421 return s1, e1

422

423 def _outside(t, d2, o): # -o before start#, +o after end#

424 return -o if t < 0 else (o if t > d2 else 0) # XXX d2 + eps?

425

426 s1 = t = _otherV3d(useZ=useZ, start1=start1)

427 s2 = _otherV3d(useZ=useZ, start2=start2)

428 b1 = isscalar(end1)

429 if b1: # bearing, make an e1

430 s1, e1 = _corners2(s1, end1, s2, useZ)

431 else:

432 e1 = _otherV3d(useZ=useZ, end1=end1)

433 b2 = isscalar(end2)

434 if b2: # bearing, make an e2

435 s2, e2 = _corners2(s2, end2, t, useZ)

436 else:

437 e2 = _otherV3d(useZ=useZ, end2=end2)

438

439 a = e1.minus(s1)

440 b = e2.minus(s2)

441 c = s2.minus(s1)

442

443 ab = a.cross(b)

444 d = fabs(c.dot(ab))

445 e = max(EPS0, eps or _0_0)

446 if d > EPS0 and ab.length > e: # PYCHOK no cover

447 d = d / ab.length # /= chokes PyChecker

448 if d > e: # argonic, skew lines distance

449 raise IntersectionError(skew_d=d, txt=_no_(_intersection_))

450

451 # co-planar, non-skew lines

452 ab2 = ab.length2

453 if ab2 < e: # colinear, parallel or null line(s)

454 x = a.length2 > b.length2

455 if x: # make C{a} the shortest

456 a, b = b, a

457 s1, s2 = s2, s1

458 e1, e2 = e2, e1

459 b1, b2 = b2, b1

460 if b.length2 < e: # PYCHOK no cover

461 if c.length < e:

462 return s1, 0, 0

463 elif e2.minus(e1).length < e:

464 return e1, 0, 0

465 elif a.length2 < e: # null (s1, e1), non-null (s2, e2)

466 # like _nearestOn2(s1, s2, e2, within=False, eps=e)

467 t = s1.minus(s2).dot(b)

468 v = s2.plus(b.times(t / b.length2))

469 if s1.minus(v).length < e:

470 o = 0 if b2 else _outside(t, b.length2, 1 if x else 2)

471 return (v, o, 0) if x else (v, 0, o)

472 raise IntersectionError(length2=ab2, txt=_no_(_intersection_))

473

474 cb = c.cross(b)

475 t = cb.dot(ab)

476 o1 = 0 if b1 else _outside(t, ab2, 1)

477 v = s1.plus(a.times(t / ab2))

478 o2 = 0 if b2 else _outside(v.minus(s2).dot(b), b.length2, 2)

479 return v, o1, o2

480

481

482 def intersection3d3(start1, end1, start2, end2, eps=EPS, useZ=True,

483 **Vector_and_kwds):

484 '''Compute the intersection point of two (2- or 3-D) lines, each defined

485 by two points or by a point and a bearing.

486

487 @arg start1: Start point of the first line (C{Cartesian}, L{Vector3d},

488 C{Vector3Tuple} or C{Vector4Tuple}).

489 @arg end1: End point of the first line (C{Cartesian}, L{Vector3d},

490 C{Vector3Tuple} or C{Vector4Tuple}) or the bearing at

491 B{C{start1}} (compass C{degrees}).

492 @arg start2: Start point of the second line (C{Cartesian}, L{Vector3d},

493 C{Vector3Tuple} or C{Vector4Tuple}).

494 @arg end2: End point of the second line (C{Cartesian}, L{Vector3d},

495 C{Vector3Tuple} or C{Vector4Tuple}) or the bearing at

496 B{C{start2}} (Ccompass C{degrees}).

497 @kwarg eps: Tolerance for skew line distance and length (C{EPS}).

498 @kwarg useZ: If C{True}, use the Z components, otherwise force C{z=INT0} (C{bool}).

499 @kwarg Vector_and_kwds: Optional class C{B{Vector}=None} to return the

500 intersection points and optional, additional B{C{Vector}}

501 keyword arguments, otherwise B{C{start1}}'s (sub-)class.

502

503 @return: An L{Intersection3Tuple}C{(point, outside1, outside2)} with

504 C{point} an instance of B{C{Vector}} or B{C{start1}}'s (sub-)class.

505

506 @note: The C{outside} values is C{0} for lines specified by point and bearing.

507

508 @raise IntersectionError: Invalid, skew, non-co-planar or otherwise

509 non-intersecting lines.

510

511 @see: U{Line-line intersection<https://MathWorld.Wolfram.com/Line-LineIntersection.html>}

512 and U{line-line distance<https://MathWorld.Wolfram.com/Line-LineDistance.html>},

513 U{skew lines<https://MathWorld.Wolfram.com/SkewLines.html>} and U{point-line

514 distance<https://MathWorld.Wolfram.com/Point-LineDistance3-Dimensional.html>}.

515 '''

516 try:

517 v, o1, o2 = _intersect3d3(start1, end1, start2, end2, eps=eps, useZ=useZ)

518 except (TypeError, ValueError) as x:

519 raise _xError(x, start1=start1, end1=end1, start2=start2, end2=end2)

520 v = _nVc(v, **_xkwds(Vector_and_kwds, clas=start1.classof,

521 name=intersection3d3.__name__))

522 return Intersection3Tuple(v, o1, o2)

523

524

525 def intersections2(center1, radius1, center2, radius2, sphere=True, **Vector_and_kwds):

526 '''Compute the intersection of two spheres or circles, each defined by a (3-D)

527 center point and a radius.

528

529 @arg center1: Center of the first sphere or circle (C{Cartesian}, L{Vector3d},

530 C{Vector3Tuple} or C{Vector4Tuple}).

531 @arg radius1: Radius of the first sphere or circle (same units as the

532 B{C{center1}} coordinates).

533 @arg center2: Center of the second sphere or circle (C{Cartesian}, L{Vector3d},

534 C{Vector3Tuple} or C{Vector4Tuple}).

535 @arg radius2: Radius of the second sphere or circle (same units as the

536 B{C{center1}} and B{C{center2}} coordinates).

537 @kwarg sphere: If C{True} compute the center and radius of the intersection of

538 two spheres. If C{False}, ignore the C{z}-component and compute

539 the intersection of two circles (C{bool}).

540 @kwarg Vector_and_kwds: Optional class C{B{Vector}=None} to return the

541 intersection points and optional, additional B{C{Vector}}

542 keyword arguments, otherwise B{C{center1}}'s (sub-)class.

543

544 @return: If B{C{sphere}} is C{True}, a 2-tuple of the C{center} and C{radius}

545 of the intersection of the I{spheres}. The C{radius} is C{0.0} for

546 abutting spheres (and the C{center} is aka the I{radical center}).

547

548 If B{C{sphere}} is C{False}, a 2-tuple with the two intersection

549 points of the I{circles}. For abutting circles, both points are

550 the same instance, aka the I{radical center}.

551

552 @raise IntersectionError: Concentric, invalid or non-intersecting spheres

553 or circles.

554

555 @raise TypeError: Invalid B{C{center1}} or B{C{center2}}.

556

557 @raise UnitError: Invalid B{C{radius1}} or B{C{radius2}}.

558

559 @see: U{Sphere-Sphere<https://MathWorld.Wolfram.com/Sphere-SphereIntersection.html>} and

560 U{Circle-Circle<https://MathWorld.Wolfram.com/Circle-CircleIntersection.html>}

561 Intersection.

562 '''

563 try:

564 return _intersects2(center1, Radius_(radius1=radius1),

565 center2, Radius_(radius2=radius2), sphere=sphere,

566 clas=center1.classof, **Vector_and_kwds)

567 except (TypeError, ValueError) as x:

568 raise _xError(x, center1=center1, radius1=radius1, center2=center2, radius2=radius2)

569

570

571 def _intersects2(center1, r1, center2, r2, sphere=True, too_d=None, # in CartesianEllipsoidalBase.intersections2,

572 **clas_Vector_and_kwds): # .ellipsoidalBaseDI._intersections2, .formy.intersections2

573 # (INTERNAL) Intersect two spheres or circles, see L{intersections2}

574 # above, separated to allow callers to embellish any exceptions

575

576 def _nV3(x, y, z):

577 v = Vector3d(x, y, z)

578 n = intersections2.__name__

579 return _nVc(v, **_xkwds(clas_Vector_and_kwds, name=n))

580

581 def _xV3(c1, u, x, y):

582 xy1 = x, y, _1_0 # transform to original space

583 return _nV3(fdot(xy1, u.x, -u.y, c1.x),

584 fdot(xy1, u.y, u.x, c1.y), _0_0)

585

586 c1 = _otherV3d(useZ=sphere, center1=center1)

587 c2 = _otherV3d(useZ=sphere, center2=center2)

588

589 if r1 < r2: # r1, r2 == R, r

590 c1, c2 = c2, c1

591 r1, r2 = r2, r1

592

593 m = c2.minus(c1)

594 d = m.length

595 if d < max(r2 - r1, EPS):

596 raise IntersectionError(_near_(_concentric_)) # XXX ConcentricError?

597

598 o = fsum1_(-d, r1, r2) # overlap == -(d - (r1 + r2))

599 # compute intersections with c1 at (0, 0) and c2 at (d, 0), like

600 # <https://MathWorld.Wolfram.com/Circle-CircleIntersection.html>

601 if o > EPS: # overlapping, r1, r2 == R, r

602 x = _MODS.formy._radical2(d, r1, r2).xline

603 y = _1_0 - (x / r1)**2

604 if y > EPS:

605 y = r1 * sqrt(y) # y == a / 2

606 elif y < 0: # PYCHOK no cover

607 raise IntersectionError(_negative_)

608 else: # abutting

609 y = _0_0

610 elif o < 0: # PYCHOK no cover

611 if too_d is not None:

612 d = too_d

613 raise IntersectionError(_too_(Fmt.distant(d)))

614 else: # abutting

615 x, y = r1, _0_0

616

617 u = m.unit()

618 if sphere: # sphere center and radius

619 c = c1 if x < EPS else (

620 c2 if x > EPS1 else c1.plus(u.times(x)))

621 t = _nV3(c.x, c.y, c.z), Radius(y)

622

623 elif y > 0: # intersecting circles

624 t = _xV3(c1, u, x, y), _xV3(c1, u, x, -y)

625 else: # abutting circles

626 t = _xV3(c1, u, x, 0)

627 t = t, t

628 return t

629

630

631 def iscolinearWith(point, point1, point2, eps=EPS, useZ=True):

632 '''Check whether a point is colinear with two other (2- or 3-D) points.

633

634 @arg point: The point (L{Vector3d}, C{Vector3Tuple} or C{Vector4Tuple}).

635 @arg point1: First point (L{Vector3d}, C{Vector3Tuple} or C{Vector4Tuple}).

636 @arg point2: Second point (L{Vector3d}, C{Vector3Tuple} or C{Vector4Tuple}).

637 @kwarg eps: Tolerance (C{scalar}), same units as C{x}, C{y} and C{z}.

638 @kwarg useZ: If C{True}, use the Z components, otherwise force C{z=INT0} (C{bool}).

639

640 @return: C{True} if B{C{point}} is colinear B{C{point1}} and B{C{point2}},

641 C{False} otherwise.

642

643 @raise TypeError: Invalid B{C{point}}, B{C{point1}} or B{C{point2}}.

644

645 @see: Function L{nearestOn}.

646 '''

647 p = _otherV3d(useZ=useZ, point=point)

648 return _MODS.vector2d._iscolinearWith(p, point1, point2, eps=eps, useZ=useZ)

649

650

651 def nearestOn(point, point1, point2, within=True, useZ=True, Vector=None, **Vector_kwds):

652 '''Locate the point between two points closest to a reference (2- or 3-D).

653

654 @arg point: Reference point (C{Cartesian}, L{Vector3d}, C{Vector3Tuple}

655 or C{Vector4Tuple}).

656 @arg point1: Start point (C{Cartesian}, L{Vector3d}, C{Vector3Tuple} or

657 C{Vector4Tuple}).

658 @arg point2: End point (C{Cartesian}, L{Vector3d}, C{Vector3Tuple} or

659 C{Vector4Tuple}).

660 @kwarg within: If C{True} return the closest point between both given

661 points, otherwise the closest point on the extended line

662 through both points (C{bool}).

663 @kwarg useZ: If C{True}, use the Z components, otherwise force C{z=INT0} (C{bool}).

664 @kwarg Vector: Class to return closest point (C{Cartesian}, L{Vector3d}

665 or C{Vector3Tuple}) or C{None}.

666 @kwarg Vector_kwds: Optional, additional B{C{Vector}} keyword arguments,

667 ignored if C{B{Vector} is None}.

668

669 @return: Closest point, either B{C{point1}} or B{C{point2}} or an instance

670 of the B{C{point}}'s (sub-)class or B{C{Vector}} if not C{None}.

671

672 @raise TypeError: Invalid B{C{point}}, B{C{point1}} or B{C{point2}}.

673

674 @see: U{3-D Point-Line Distance<https://MathWorld.Wolfram.com/Point-LineDistance3-Dimensional.html>},

675 C{Cartesian} and C{LatLon} methods C{nearestOn}, method L{sphericalTrigonometry.LatLon.nearestOn3}

676 and function L{sphericalTrigonometry.nearestOn3}.

677 '''

678 p0 = _otherV3d(useZ=useZ, point =point)

679 p1 = _otherV3d(useZ=useZ, point1=point1)

680 p2 = _otherV3d(useZ=useZ, point2=point2)

681

682 n = nearestOn.__name__

683 p, _ = _nearestOn2(p0, p1, p2, within=within)

684 if Vector is not None:

685 p = Vector(p.x, p.y, **_xkwds(Vector_kwds, z=p.z, name=n))

686 elif p is p1:

687 p = point1

688 elif p is p2:

689 p = point2

690 else: # ignore Vector_kwds

691 p = point.classof(p.x, p.y, _xkwds_get(Vector_kwds, z=p.z), name=n)

692 return p

693

694

695 def _nearestOn2(p0, p1, p2, within=True, eps=EPS):

696 # (INTERNAL) Closest point and fraction, see L{nearestOn} above,

697 # separated to allow callers to embellish any exceptions

698 p21 = p2.minus(p1)

699 d2 = p21.length2

700 if d2 < eps: # coincident

701 p = p1 # ~= p2

702 t = 0

703 else: # see comments in .points.nearestOn5

704 t = p0.minus(p1).dot(p21) / d2

705 if within and t < eps:

706 p = p1

707 t = 0

708 elif within and t > (_1_0 - eps):

709 p = p2

710 t = 1

711 else:

712 p = p1.plus(p21.times(t))

713 return NearestOn2Tuple(p, t)

714

715

716 def nearestOn6(point, points, closed=False, useZ=True, **Vector_and_kwds): # eps=EPS

717 '''Locate the point on a path or polygon closest to a reference point.

718

719 The closest point on each polygon edge is either the nearest of that

720 edge's end points or a point in between.

721

722 @arg point: Reference point (C{Cartesian}, L{Vector3d}, C{Vector3Tuple} or

723 C{Vector4Tuple}).

724 @arg points: The path or polygon points (C{Cartesian}, L{Vector3d},

725 C{Vector3Tuple} or C{Vector4Tuple}[]).

726 @kwarg closed: Optionally, close the path or polygon (C{bool}).

727 @kwarg useZ: If C{True}, use the Z components, otherwise force C{z=INT0} (C{bool}).

728 @kwarg Vector_and_kwds: Optional class C{B{Vector}=None} to return the closest

729 point and optional, additional B{C{Vector}} keyword

730 arguments, otherwise B{C{point}}'s (sub-)class.

731

732 @return: A L{NearestOn6Tuple}C{(closest, distance, fi, j, start, end)} with the

733 C{closest}, the C{start} and the C{end} point each an instance of the

734 B{C{Vector}} keyword argument of if {B{Vector}=None} or not specified,

735 an instance of the reference B{C{point}}'s (sub-)class.

736

737 @raise PointsError: Insufficient number of B{C{points}}

738

739 @raise TypeError: Non-cartesian B{C{point}} and B{C{points}}.

740

741 @note: Distances measured with method L{Vector3d.equirectangular}. For

742 geodetic distances use function L{nearestOn5} or one of the

743 C{LatLon.nearestOn6} methods.

744 '''

745 r = _otherV3d(useZ=useZ, point=point)

746 D2 = r.equirectangular # distance squared

747

748 Ps = PointsIter(points, loop=1, name=nearestOn6.__name__)

749 p1 = c = s = e = _otherV3d(useZ=useZ, i=0, points=Ps[0])

750 c2 = D2(c) # == r.minus(c).length2

751

752 f = i = 0 # p1..p2 == points[i]..[j]

753 for j, p2 in Ps.enumerate(closed=closed):

754 p2 = _otherV3d(useZ=useZ, i=j, points=p2)

755 p, t = _nearestOn2(r, p1, p2) # within=True, eps=EPS

756 d2 = D2(p) # == r.minus(p).length2

757 if d2 < c2:

758 c2, c, s, e, f = d2, p, p1, p2, (i + t)

759 p1, i = p2, j

760

761 f, j = _fi_j2(f, len(Ps)) # like .ellipsoidalBaseDI._nearestOn2_

762

763 kwds = _xkwds(Vector_and_kwds, clas=point.classof, name=Ps.name)

764 v = _nVc(c, **kwds)

765 s = _nVc(s, **kwds) if s is not c else v

766 e = _nVc(e, **kwds) if e is not c else v

767 return NearestOn6Tuple(v, sqrt(c2), f, j, s, e)

768

769

770 def _nVc(v, clas=None, name=NN, Vector=None, **Vector_kwds): # in .vector2d

771 # return a named C{Vector} or C{clas} instance

772 if Vector is not None:

773 v = Vector(v.x, v.y, v.z, **Vector_kwds)

774 elif clas is not None:

775 v = clas(v.x, v.y, v.z) # ignore Vector_kwds

776 return _xnamed(v, name) if name else v

777

778

779 def _otherV3d(useZ=True, NN_OK=True, i=None, **name_v):

780 # check named vector instance, return Vector3d

781 def _name_i(name, i):

782 return name if i is None else Fmt.SQUARE(name, i)

783

784 name, v = _xkwds_popitem(name_v)

785 if useZ and isinstance(v, Vector3dBase):

786 return v if NN_OK or v.name else v.copy(name=_name_i(name, i))

787 try:

788 return Vector3d(v.x, v.y, (v.z if useZ else INT0), name=_name_i(name, i))

789 except AttributeError: # no .x, .y or .z attr

790 pass

791 raise _xotherError(Vector3d(0, 0, 0), v, name=_name_i(name, i), up=2)

792

793

794 def parse3d(str3d, sep=_COMMA_, Vector=Vector3d, **Vector_kwds):

795 '''Parse an C{"x, y, z"} string.

796

797 @arg str3d: X, y and z values (C{str}).

798 @kwarg sep: Optional separator (C{str}).

799 @kwarg Vector: Optional class (L{Vector3d}).

800 @kwarg Vector_kwds: Optional B{C{Vector}} keyword arguments,

801 ignored if C{B{Vector} is None}.

802

803 @return: A B{C{Vector}} instance or if B{C{Vector}} is C{None},

804 a named L{Vector3Tuple}C{(x, y, z)}.

805

806 @raise VectorError: Invalid B{C{str3d}}.

807 '''

808 try:

809 v = [float(v.strip()) for v in str3d.split(sep)]

810 n = len(v)

811 if n != 3:

812 raise _ValueError(len=n)

813 except (TypeError, ValueError) as x:

814 raise VectorError(str3d=str3d, cause=x)

815 return _xnamed((Vector3Tuple(v) if Vector is None else # *v

816 Vector(*v, **Vector_kwds)), parse3d.__name__)

817

818

819 def sumOf(vectors, Vector=Vector3d, **Vector_kwds):

820 '''Compute the I{vectorial} sum of two oe more vectors.

821

822 @arg vectors: Vectors to be added (L{Vector3d}[]).

823 @kwarg Vector: Optional class for the vectorial sum (L{Vector3d}).

824 @kwarg Vector_kwds: Optional B{C{Vector}} keyword arguments,

825 ignored if C{B{Vector} is None}.

826

827 @return: Vectorial sum as B{C{Vector}} or if B{C{Vector}} is

828 C{None}, a named L{Vector3Tuple}C{(x, y, z)}.

829

830 @raise VectorError: No B{C{vectors}}.

831 '''

832 try:

833 t = _MODS.nvectorBase._nsumOf(vectors, 0, None, {}) # no H

834 except (TypeError, ValueError) as x:

835 raise VectorError(vectors=vectors, Vector=Vector, cause=x)

836 x, y, z = t[:3]

837 n = sumOf.__name__

838 return Vector3Tuple(x, y, z, name=n) if Vector is None else \

839 Vector(x, y, z, **_xkwds(Vector_kwds, name=n))

840

841

842 def trilaterate2d2(x1, y1, radius1, x2, y2, radius2, x3, y3, radius3,

843 eps=None, **Vector_and_kwds):

844 '''Trilaterate three circles, each given as a (2-D) center and a radius.

845

846 @arg x1: Center C{x} coordinate of the 1st circle (C{scalar}).

847 @arg y1: Center C{y} coordinate of the 1st circle (C{scalar}).

848 @arg radius1: Radius of the 1st circle (C{scalar}).

849 @arg x2: Center C{x} coordinate of the 2nd circle (C{scalar}).

850 @arg y2: Center C{y} coordinate of the 2nd circle (C{scalar}).

851 @arg radius2: Radius of the 2nd circle (C{scalar}).

852 @arg x3: Center C{x} coordinate of the 3rd circle (C{scalar}).

853 @arg y3: Center C{y} coordinate of the 3rd circle (C{scalar}).

854 @arg radius3: Radius of the 3rd circle (C{scalar}).

855 @kwarg eps: Tolerance to check the trilaterated point I{delta} on all

856 3 circles (C{scalar}) or C{None} for no checking.

857 @kwarg Vector_and_kwds: Optional class C{B{Vector}=None} to return the

858 trilateration and optional, additional B{C{Vector}}

859 keyword arguments, otherwise (L{Vector3d}).

860

861 @return: Trilaterated point as C{B{Vector}(x, y, **B{Vector_kwds})}

862 or L{Vector2Tuple}C{(x, y)} if C{B{Vector} is None}..

863

864 @raise IntersectionError: No intersection, near-concentric or -colinear

865 centers, trilateration failed some other way

866 or the trilaterated point is off one circle

867 by more than B{C{eps}}.

868

869 @raise UnitError: Invalid B{C{radius1}}, B{C{radius2}} or B{C{radius3}}.

870

871 @see: U{Issue #49<https://GitHub.com/mrJean1/PyGeodesy/issues/49>},

872 U{Find X location using 3 known (X,Y) location using trilateration

873 <https://math.StackExchange.com/questions/884807>} and function

874 L{pygeodesy.trilaterate3d2}.

875 '''

876 return _MODS.vector2d._trilaterate2d2(x1, y1, radius1,

877 x2, y2, radius2,

878 x3, y3, radius3, eps=eps, **Vector_and_kwds)

879

880

881 def trilaterate3d2(center1, radius1, center2, radius2, center3, radius3,

882 eps=EPS, **Vector_and_kwds):

883 '''Trilaterate three spheres, each given as a (3-D) center and a radius.

884

885 @arg center1: Center of the 1st sphere (C{Cartesian}, L{Vector3d},

886 C{Vector3Tuple} or C{Vector4Tuple}).

887 @arg radius1: Radius of the 1st sphere (same C{units} as C{x}, C{y}

888 and C{z}).

889 @arg center2: Center of the 2nd sphere (C{Cartesian}, L{Vector3d},

890 C{Vector3Tuple} or C{Vector4Tuple}).

891 @arg radius2: Radius of this sphere (same C{units} as C{x}, C{y}

892 and C{z}).

893 @arg center3: Center of the 3rd sphere (C{Cartesian}, L{Vector3d},

894 C{Vector3Tuple} or C{Vector4Tuple}).

895 @arg radius3: Radius of the 3rd sphere (same C{units} as C{x}, C{y}

896 and C{z}).

897 @kwarg eps: Pertubation tolerance (C{scalar}), same units as C{x},

898 C{y} and C{z} or C{None} for no pertubations.

899 @kwarg Vector_and_kwds: Optional class C{B{Vector}=None} to return the

900 trilateration and optional, additional B{C{Vector}}

901 keyword arguments, otherwise B{C{center1}}'s

902 (sub-)class.

903

904 @return: 2-Tuple with two trilaterated points, each a B{C{Vector}}

905 instance. Both points are the same instance if all three

906 spheres abut/intersect in a single point.

907

908 @raise ImportError: Package C{numpy} not found, not installed or

909 older than version 1.10.

910

911 @raise IntersectionError: Near-concentric, -colinear, too distant or

912 non-intersecting spheres.

913

914 @raise NumPyError: Some C{numpy} issue.

915

916 @raise TypeError: Invalid B{C{center1}}, B{C{center2}} or B{C{center3}}.

917

918 @raise UnitError: Invalid B{C{radius1}}, B{C{radius2}} or B{C{radius3}}.

919

920 @see: Norrdine, A. U{I{An Algebraic Solution to the Multilateration

921 Problem}<https://www.ResearchGate.net/publication/275027725>},

922 the U{I{implementation}<https://www.ResearchGate.net/publication/

923 288825016>} and function L{pygeodesy.trilaterate2d2}.

924 '''

925 try:

926 return _MODS.vector2d._trilaterate3d2(_otherV3d(center1=center1, NN_OK=False),

927 Radius_(radius1=radius1, low=eps),

928 center2, radius2, center3, radius3, eps=eps,

929 clas=center1.classof, **Vector_and_kwds)

930 except (AssertionError, TypeError, ValueError) as x:

931 raise _xError(x, center1=center1, radius1=radius1,

932 center2=center2, radius2=radius2,

933 center3=center3, radius3=radius3)

934

935

936 def _xyzhdn3(xyz, height, datum, ll): # in .cartesianBase, .nvectorBase

937 '''(INTERNAL) Get a C{(h, d, name)} 3-tuple.

938 '''

939 h = height or _xattr(xyz, height=None) \

940 or _xattr(xyz, h=None) \

941 or _xattr(ll, height=None)

942

943 d = datum or _xattr(xyz, datum=None) \

944 or _xattr(ll, datum=None)

945

946 return h, d, _xattr(xyz, name=NN)

947

948

949__all__ += _ALL_DOCS(intersections2, sumOf, Vector3dBase)

950

951# **) MIT License

952#

953# Copyright (C) 2016-2023 -- mrJean1 at Gmail -- All Rights Reserved.

954#

955# Permission is hereby granted, free of charge, to any person obtaining a

956# copy of this software and associated documentation files (the "Software"),

957# to deal in the Software without restriction, including without limitation

958# the rights to use, copy, modify, merge, publish, distribute, sublicense,

959# and/or sell copies of the Software, and to permit persons to whom the

960# Software is furnished to do so, subject to the following conditions:

961#

962# The above copyright notice and this permission notice shall be included

963# in all copies or substantial portions of the Software.

964#

965# THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS

966# OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,

967# FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL

968# THE AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR

969# OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE,

970# ARISING FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR

971# OTHER DEALINGS IN THE SOFTWARE.