1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
use c_char;
use crateExpr;
use crateLieAlgebra;
use crateadjoint_representation_algebra;
use crateadjoint_representation_group;
use cratecheck_jacobi_identity;
use cratecommutator_table;
use crateexponential_map;
use cratelie_bracket;
use crateso3;
use crateso3_generators;
use cratesu2;
use cratesu2_generators;
// --- LieAlgebra ---
/// Constructs the Lie algebra \(\mathfrak{so}(3)\) and returns a heap-allocated handle.
///
/// The Lie algebra \(\mathfrak{so}(3)\) consists of skew-symmetric \(3\times3\) matrices
/// associated with the rotation group SO(3).
///
/// # Arguments
///
/// This function takes no arguments.
///
/// # Returns
///
/// A pointer to a heap-allocated [`LieAlgebra`] representing \(\mathfrak{so}(3)\).
///
/// # Safety
///
/// This function is unsafe because it returns ownership of a heap-allocated
/// `LieAlgebra` that must later be freed with [`rssn_lie_algebra_free`].
///
/// # Safety
///
/// This function is unsafe because it dereferences raw pointers as part of the FFI boundary.
/// The caller must ensure:
/// 1. All pointer arguments are valid and point to initialized memory.
/// 2. The memory layout of passed structures matches the expected C-ABI layout.
/// 3. Any pointers returned by this function are managed according to the API's ownership rules.
pub unsafe extern "C"
/// Constructs the Lie algebra \(\mathfrak{su}(2)\) and returns a heap-allocated handle.
///
/// The Lie algebra \(\mathfrak{su}(2)\) consists of traceless skew-Hermitian \(2\times2\)
/// matrices associated with the special unitary group SU(2).
///
/// # Arguments
///
/// This function takes no arguments.
///
/// # Returns
///
/// A pointer to a heap-allocated [`LieAlgebra`] representing \(\mathfrak{su}(2)\).
///
/// # Safety
///
/// This function is unsafe because it returns ownership of a heap-allocated
/// `LieAlgebra` that must later be freed with [`rssn_lie_algebra_free`].
///
/// # Safety
///
/// This function is unsafe because it dereferences raw pointers as part of the FFI boundary.
/// The caller must ensure:
/// 1. All pointer arguments are valid and point to initialized memory.
/// 2. The memory layout of passed structures matches the expected C-ABI layout.
/// 3. Any pointers returned by this function are managed according to the API's ownership rules.
pub unsafe extern "C"
/// Frees a Lie algebra previously created by one of the constructor functions.
///
/// # Arguments
///
/// * `ptr` - Pointer to a heap-allocated [`LieAlgebra`] returned by
/// `rssn_lie_algebra_so3_create` or `rssn_lie_algebra_su2_create`.
///
/// # Returns
///
/// This function does not return a value.
///
/// # Safety
///
/// This function is unsafe because it takes ownership of a raw pointer. The pointer
/// must either be null or have been allocated by the corresponding constructor, and
/// must not be used after this call.
///
/// # Safety
///
/// This function is unsafe because it dereferences raw pointers as part of the FFI boundary.
/// The caller must ensure:
/// 1. All pointer arguments are valid and point to initialized memory.
/// 2. The memory layout of passed structures matches the expected C-ABI layout.
/// 3. Any pointers returned by this function are managed according to the API's ownership rules.
pub unsafe extern "C"
/// Returns the dimension of a Lie algebra.
///
/// # Arguments
///
/// * `ptr` - Pointer to a [`LieAlgebra`] value.
///
/// # Returns
///
/// The dimension of the Lie algebra as a `usize`.
///
/// # Safety
///
/// This function is unsafe because it dereferences a raw pointer; the caller must
/// ensure `ptr` points to a valid `LieAlgebra`.
///
/// # Safety
///
/// This function is unsafe because it dereferences raw pointers as part of the FFI boundary.
/// The caller must ensure:
/// 1. All pointer arguments are valid and point to initialized memory.
/// 2. The memory layout of passed structures matches the expected C-ABI layout.
/// 3. Any pointers returned by this function are managed according to the API's ownership rules.
pub const unsafe extern "C"
/// Returns the name of a Lie algebra as a newly allocated C string.
///
/// # Arguments
///
/// * `ptr` - Pointer to a [`LieAlgebra`] value.
///
/// # Returns
///
/// A pointer to a heap-allocated, null-terminated C string containing the algebra
/// name. The caller is responsible for freeing this string using the appropriate
/// deallocation routine.
///
/// # Safety
///
/// This function is unsafe because it dereferences a raw pointer and returns
/// ownership of a heap-allocated C string.
///
/// # Safety
///
/// This function is unsafe because it dereferences raw pointers as part of the FFI boundary.
/// The caller must ensure:
/// 1. All pointer arguments are valid and point to initialized memory.
/// 2. The memory layout of passed structures matches the expected C-ABI layout.
/// 3. Any pointers returned by this function are managed according to the API's ownership rules.
///
/// # Panics
///
/// This function may panic if the FFI input is malformed, null where not expected,
/// or if internal state synchronization fails (e.g., poisoned locks).
pub unsafe extern "C"
/// Returns a basis element of a Lie algebra as a symbolic expression.
///
/// # Arguments
///
/// * `ptr` - Pointer to a [`LieAlgebra`] value.
/// * `index` - Zero-based index into the algebra's basis.
///
/// # Returns
///
/// A pointer to a newly allocated `Expr` representing the requested basis element,
/// or null if `index` is out of bounds.
///
/// # Safety
///
/// This function is unsafe because it dereferences a raw pointer and returns
/// ownership of a heap-allocated `Expr` that must be freed by the caller.
///
/// # Safety
///
/// This function is unsafe because it dereferences raw pointers as part of the FFI boundary.
/// The caller must ensure:
/// 1. All pointer arguments are valid and point to initialized memory.
/// 2. The memory layout of passed structures matches the expected C-ABI layout.
/// 3. Any pointers returned by this function are managed according to the API's ownership rules.
pub unsafe extern "C"
// --- Lie Bracket ---
/// Computes the Lie bracket of two elements of a Lie algebra.
///
/// # Arguments
///
/// * `x` - Pointer to an `Expr` representing the first element.
/// * `y` - Pointer to an `Expr` representing the second element.
///
/// # Returns
///
/// A pointer to a newly allocated `Expr` representing the Lie bracket \([x, y]\),
/// or null if the bracket cannot be computed.
///
/// # Safety
///
/// This function is unsafe because it dereferences raw pointers and returns
/// ownership of a heap-allocated `Expr` that must be freed by the caller.
///
/// # Safety
///
/// This function is unsafe because it dereferences raw pointers as part of the FFI boundary.
/// The caller must ensure:
/// 1. All pointer arguments are valid and point to initialized memory.
/// 2. The memory layout of passed structures matches the expected C-ABI layout.
/// 3. Any pointers returned by this function are managed according to the API's ownership rules.
pub unsafe extern "C"
// --- Exponential Map ---
/// Applies the exponential map to a Lie algebra element, returning the corresponding group element.
///
/// The exponential map is approximated by a truncated series of the specified order.
///
/// # Arguments
///
/// * `x` - Pointer to an `Expr` representing the Lie algebra element.
/// * `order` - Truncation order for the series expansion of the exponential map.
///
/// # Returns
///
/// A pointer to a newly allocated `Expr` representing the group element, or null
/// if the computation fails.
///
/// # Safety
///
/// This function is unsafe because it dereferences a raw pointer and returns
/// ownership of a heap-allocated `Expr` that must be freed by the caller.
///
/// # Safety
///
/// This function is unsafe because it dereferences raw pointers as part of the FFI boundary.
/// The caller must ensure:
/// 1. All pointer arguments are valid and point to initialized memory.
/// 2. The memory layout of passed structures matches the expected C-ABI layout.
/// 3. Any pointers returned by this function are managed according to the API's ownership rules.
pub unsafe extern "C"
// --- Adjoint Representations ---
/// Applies the adjoint representation of a Lie group element to a Lie algebra element.
///
/// This computes \(\mathrm{Ad}_g(x)\), describing how the group element \(g\)
/// conjugates the algebra element \(x\).
///
/// # Arguments
///
/// * `g` - Pointer to an `Expr` representing the group element.
/// * `x` - Pointer to an `Expr` representing the Lie algebra element.
///
/// # Returns
///
/// A pointer to a newly allocated `Expr` representing the result of the group
/// adjoint action, or null if the computation fails.
///
/// # Safety
///
/// This function is unsafe because it dereferences raw pointers and returns
/// ownership of a heap-allocated `Expr` that must be freed by the caller.
///
/// # Safety
///
/// This function is unsafe because it dereferences raw pointers as part of the FFI boundary.
/// The caller must ensure:
/// 1. All pointer arguments are valid and point to initialized memory.
/// 2. The memory layout of passed structures matches the expected C-ABI layout.
/// 3. Any pointers returned by this function are managed according to the API's ownership rules.
pub unsafe extern "C"
/// Applies the adjoint representation of a Lie algebra element to another element.
///
/// This computes \(\mathrm{ad}_x(y) = [x, y]\), the derivation induced by \(x\)
/// on the Lie algebra.
///
/// # Arguments
///
/// * `x` - Pointer to an `Expr` representing the first Lie algebra element.
/// * `y` - Pointer to an `Expr` representing the second Lie algebra element.
///
/// # Returns
///
/// A pointer to a newly allocated `Expr` representing the result of the algebra
/// adjoint action, or null if the computation fails.
///
/// # Safety
///
/// This function is unsafe because it dereferences raw pointers and returns
/// ownership of a heap-allocated `Expr` that must be freed by the caller.
///
/// # Safety
///
/// This function is unsafe because it dereferences raw pointers as part of the FFI boundary.
/// The caller must ensure:
/// 1. All pointer arguments are valid and point to initialized memory.
/// 2. The memory layout of passed structures matches the expected C-ABI layout.
/// 3. Any pointers returned by this function are managed according to the API's ownership rules.
pub unsafe extern "C"
// --- Commutator Table ---
/// Computes the commutator table of a Lie algebra and returns it as a flattened array of expressions.
///
/// # Arguments
///
/// * `algebra` - Pointer to a [`LieAlgebra`] value.
/// * `out_rows` - Pointer to a `usize` that will be filled with the number of rows.
/// * `out_cols` - Pointer to a `usize` that will be filled with the number of columns.
///
/// # Returns
///
/// A pointer to a heap-allocated array of `*mut Expr` representing the commutator
/// table entries in row-major order, or null if the computation fails. On error,
/// `out_rows` and `out_cols` are set to 0.
///
/// # Safety
///
/// This function is unsafe because it dereferences raw pointers and returns
/// ownership of heap-allocated memory. The caller must ensure all pointers are
/// valid and must correctly free the returned expressions and array.
///
/// # Safety
///
/// This function is unsafe because it dereferences raw pointers as part of the FFI boundary.
/// The caller must ensure:
/// 1. All pointer arguments are valid and point to initialized memory.
/// 2. The memory layout of passed structures matches the expected C-ABI layout.
/// 3. Any pointers returned by this function are managed according to the API's ownership rules.
pub unsafe extern "C"
}
}
// --- Jacobi Identity Check ---
/// Checks whether a Lie algebra satisfies the Jacobi identity.
///
/// The Jacobi identity is a fundamental property of Lie algebras,
/// \(\[x,\[y,z\]\] + \[y,\[z,x\]\] + \[z,\[x,y\]\] = 0\).
///
/// # Arguments
///
/// * `algebra` - Pointer to a [`LieAlgebra`] value.
///
/// # Returns
///
/// `true` if the Jacobi identity holds, `false` otherwise or if the computation
/// fails.
///
/// # Safety
///
/// This function is unsafe because it dereferences a raw pointer; the caller must
/// ensure `algebra` points to a valid `LieAlgebra`.
///
/// # Safety
///
/// This function is unsafe because it dereferences raw pointers as part of the FFI boundary.
/// The caller must ensure:
/// 1. All pointer arguments are valid and point to initialized memory.
/// 2. The memory layout of passed structures matches the expected C-ABI layout.
/// 3. Any pointers returned by this function are managed according to the API's ownership rules.
pub unsafe extern "C"
// --- Generators ---
/// Returns the standard generators of \(\mathfrak{so}(3)\) as a dynamically allocated array of expressions.
///
/// # Arguments
///
/// * `out_len` - Pointer to a `usize` that will be filled with the number of generators.
///
/// # Returns
///
/// A pointer to a heap-allocated array of `*mut Expr` representing the generators.
/// The caller is responsible for freeing each `Expr` and the array itself.
///
/// # Safety
///
/// This function is unsafe because it dereferences a raw pointer and returns
/// ownership of heap-allocated memory. The caller must ensure `out_len` is valid
/// and correctly free the returned memory.
///
/// # Safety
///
/// This function is unsafe because it dereferences raw pointers as part of the FFI boundary.
/// The caller must ensure:
/// 1. All pointer arguments are valid and point to initialized memory.
/// 2. The memory layout of passed structures matches the expected C-ABI layout.
/// 3. Any pointers returned by this function are managed according to the API's ownership rules.
pub unsafe extern "C"
/// Returns the standard generators of \(\mathfrak{su}(2)\) as a dynamically allocated array of expressions.
///
/// # Arguments
///
/// * `out_len` - Pointer to a `usize` that will be filled with the number of generators.
///
/// # Returns
///
/// A pointer to a heap-allocated array of `*mut Expr` representing the generators.
/// The caller is responsible for freeing each `Expr` and the array itself.
///
/// # Safety
///
/// This function is unsafe because it dereferences a raw pointer and returns
/// ownership of heap-allocated memory. The caller must ensure `out_len` is valid
/// and correctly free the returned memory.
///
/// # Safety
///
/// This function is unsafe because it dereferences raw pointers as part of the FFI boundary.
/// The caller must ensure:
/// 1. All pointer arguments are valid and point to initialized memory.
/// 2. The memory layout of passed structures matches the expected C-ABI layout.
/// 3. Any pointers returned by this function are managed according to the API's ownership rules.
pub unsafe extern "C"