ommx 3.0.0-beta.5

Open Mathematical prograMming eXchange (OMMX)
Documentation
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
use super::operation::{
    associative_operation, unary_operation, AssociativeOperator, UnaryOperator,
};
use super::*;
use crate::{CoefficientError, LinearMonomial, Monomial, MonomialDyn, QuadraticMonomial};
use std::ops::{Add, Neg};

impl Function {
    pub fn zero() -> Self {
        Function::Zero
    }

    pub fn is_zero(&self) -> bool {
        matches!(self, Function::Zero)
    }

    /// Re-canonicalize the variant after an arithmetic operation.
    ///
    /// Arithmetic can lower the actual degree (e.g. all quadratic terms
    /// cancel), so the result may need to be downgraded to a lower-degree
    /// variant. This only inspects the monomials already stored in the term
    /// map and rebuilds it exclusively when a downgrade actually happens; the
    /// common case (variant already canonical) is a key scan that stops at
    /// the first monomial of maximal degree.
    pub(crate) fn normalize(self) -> Self {
        fn constant_term<M: crate::Monomial>(p: &crate::PolynomialBase<M>) -> Coefficient {
            p.get(&M::default())
                .expect("non-zero degree-0 polynomial has a constant term")
        }
        match self {
            Function::Zero | Function::Constant(_) => self,
            Function::Linear(l) => {
                if l.is_zero() {
                    Function::Zero
                } else if l.degree() == 0 {
                    Function::Constant(constant_term(&l))
                } else {
                    Function::Linear(l)
                }
            }
            Function::Quadratic(q) => {
                if q.is_zero() {
                    return Function::Zero;
                }
                match q.degree().into_inner() {
                    2 => Function::Quadratic(q),
                    1 => Function::Linear(
                        Linear::try_from(&q).expect("degree-1 polynomial is linear"),
                    ),
                    _ => Function::Constant(constant_term(&q)),
                }
            }
            Function::Polynomial(p) => {
                if p.is_zero() {
                    return Function::Zero;
                }
                let mut degree = Degree::from(0);
                for monomial in p.keys() {
                    degree = degree.max(monomial.degree());
                    if degree > 2 {
                        // The variant cannot be downgraded; stop scanning.
                        break;
                    }
                }
                if degree > 2 {
                    return Function::Polynomial(p);
                }
                match degree.into_inner() {
                    2 => Function::Quadratic(
                        Quadratic::try_from(&p).expect("degree-2 polynomial is quadratic"),
                    ),
                    1 => Function::Linear(
                        Linear::try_from(&p).expect("degree-1 polynomial is linear"),
                    ),
                    _ => Function::Constant(constant_term(&p)),
                }
            }
            Function::Expression(_) => self,
        }
    }

    /// Add `rhs` to this function in place.
    ///
    /// This is a fallible replacement for `AddAssign`: it returns
    /// [`CoefficientError`] when coefficient arithmetic overflows or produces
    /// NaN. The operation is intentionally not atomic. If an error is returned,
    /// `self` may already have been modified.
    pub fn try_add_assign_in_place(&mut self, rhs: Self) -> Result<(), CoefficientError> {
        let lhs = std::mem::take(self);
        *self = match (lhs, rhs) {
            (Function::Zero, rhs) => rhs,
            (lhs, Function::Zero) => lhs,
            (Function::Constant(lhs), Function::Constant(rhs)) => {
                if let Some(coefficient) = (lhs + rhs)? {
                    Function::Constant(coefficient)
                } else {
                    Function::Zero
                }
            }
            (Function::Constant(c), Function::Linear(mut l))
            | (Function::Linear(mut l), Function::Constant(c)) => {
                l.add_term(LinearMonomial::Constant, c)?;
                Function::Linear(l)
            }
            (Function::Constant(c), Function::Quadratic(mut q))
            | (Function::Quadratic(mut q), Function::Constant(c)) => {
                q.add_term(QuadraticMonomial::Constant, c)?;
                Function::Quadratic(q)
            }
            (Function::Constant(c), Function::Polynomial(mut p))
            | (Function::Polynomial(mut p), Function::Constant(c)) => {
                p.add_term(MonomialDyn::default(), c)?;
                Function::Polynomial(p)
            }
            (Function::Linear(lhs), Function::Linear(rhs)) => Function::Linear((lhs + rhs)?),
            (Function::Linear(l), Function::Quadratic(q))
            | (Function::Quadratic(q), Function::Linear(l)) => Function::Quadratic((q + &l)?),
            (Function::Linear(l), Function::Polynomial(p))
            | (Function::Polynomial(p), Function::Linear(l)) => Function::Polynomial((p + &l)?),
            (Function::Quadratic(lhs), Function::Quadratic(rhs)) => {
                Function::Quadratic((lhs + rhs)?)
            }
            (Function::Quadratic(q), Function::Polynomial(p))
            | (Function::Polynomial(p), Function::Quadratic(q)) => Function::Polynomial((p + &q)?),
            (Function::Polynomial(lhs), Function::Polynomial(rhs)) => {
                Function::Polynomial((lhs + rhs)?)
            }
            (lhs, rhs) => associative_operation(AssociativeOperator::Add, lhs, rhs),
        };
        Ok(())
    }

    /// Add a borrowed function without first cloning it into a `Function`.
    ///
    /// Compact variants update or replace the owned left-hand representation
    /// directly. A borrowed operand is cloned only when its storage must become
    /// part of the result, such as a higher-degree right-hand polynomial or an
    /// expression atom.
    fn try_add_assign_ref_in_place(&mut self, rhs: &Self) -> Result<(), CoefficientError> {
        let lhs = std::mem::take(self);
        *self = match (lhs, rhs) {
            (Function::Zero, rhs) => rhs.clone(),
            (lhs, Function::Zero) => lhs,
            (Function::Constant(lhs), Function::Constant(rhs)) => {
                if let Some(coefficient) = (lhs + *rhs)? {
                    Function::Constant(coefficient)
                } else {
                    Function::Zero
                }
            }
            (Function::Constant(c), Function::Linear(l)) => Function::Linear((l + c)?),
            (Function::Linear(l), Function::Constant(c)) => Function::Linear((l + *c)?),
            (Function::Constant(c), Function::Quadratic(q)) => Function::Quadratic((q + c)?),
            (Function::Quadratic(q), Function::Constant(c)) => Function::Quadratic((q + *c)?),
            (Function::Constant(c), Function::Polynomial(p)) => Function::Polynomial((p + c)?),
            (Function::Polynomial(p), Function::Constant(c)) => Function::Polynomial((p + *c)?),
            (Function::Linear(lhs), Function::Linear(rhs)) => Function::Linear((lhs + rhs)?),
            (Function::Linear(l), Function::Quadratic(q)) => Function::Quadratic((q + &l)?),
            (Function::Quadratic(q), Function::Linear(l)) => Function::Quadratic((q + l)?),
            (Function::Linear(l), Function::Polynomial(p)) => Function::Polynomial((p + &l)?),
            (Function::Polynomial(p), Function::Linear(l)) => Function::Polynomial((p + l)?),
            (Function::Quadratic(lhs), Function::Quadratic(rhs)) => {
                Function::Quadratic((lhs + rhs)?)
            }
            (Function::Quadratic(q), Function::Polynomial(p)) => Function::Polynomial((p + &q)?),
            (Function::Polynomial(p), Function::Quadratic(q)) => Function::Polynomial((p + q)?),
            (Function::Polynomial(lhs), Function::Polynomial(rhs)) => {
                Function::Polynomial((lhs + rhs)?)
            }
            (lhs, rhs) => associative_operation(AssociativeOperator::Add, lhs, rhs.clone()),
        };
        Ok(())
    }

    /// Add two borrowed functions while cloning at most the compact map that
    /// owns the result representation.
    fn try_add_refs(lhs: &Self, rhs: &Self) -> Result<Self, CoefficientError> {
        Ok(match (lhs, rhs) {
            (Function::Zero, rhs) => rhs.clone(),
            (lhs, Function::Zero) => lhs.clone(),
            (Function::Constant(lhs), Function::Constant(rhs)) => {
                if let Some(coefficient) = (*lhs + *rhs)? {
                    Function::Constant(coefficient)
                } else {
                    Function::Zero
                }
            }
            (Function::Constant(c), Function::Linear(l))
            | (Function::Linear(l), Function::Constant(c)) => Function::Linear((l + *c)?),
            (Function::Constant(c), Function::Quadratic(q))
            | (Function::Quadratic(q), Function::Constant(c)) => Function::Quadratic((q + *c)?),
            (Function::Constant(c), Function::Polynomial(p))
            | (Function::Polynomial(p), Function::Constant(c)) => Function::Polynomial((p + *c)?),
            (Function::Linear(lhs), Function::Linear(rhs)) => Function::Linear((lhs + rhs)?),
            (Function::Linear(l), Function::Quadratic(q))
            | (Function::Quadratic(q), Function::Linear(l)) => Function::Quadratic((q + l)?),
            (Function::Linear(l), Function::Polynomial(p))
            | (Function::Polynomial(p), Function::Linear(l)) => Function::Polynomial((p + l)?),
            (Function::Quadratic(lhs), Function::Quadratic(rhs)) => {
                Function::Quadratic((lhs + rhs)?)
            }
            (Function::Quadratic(q), Function::Polynomial(p))
            | (Function::Polynomial(p), Function::Quadratic(q)) => Function::Polynomial((p + q)?),
            (Function::Polynomial(lhs), Function::Polynomial(rhs)) => {
                Function::Polynomial((lhs + rhs)?)
            }
            (lhs, rhs) => associative_operation(AssociativeOperator::Add, lhs.clone(), rhs.clone()),
        })
    }

    fn try_add_linear_ref(mut self, rhs: &Linear) -> Result<Self, CoefficientError> {
        self = match self {
            Function::Zero => Function::Linear(rhs.clone()),
            Function::Constant(c) => Function::Linear((rhs + c)?),
            Function::Linear(lhs) => Function::Linear((lhs + rhs)?),
            Function::Quadratic(lhs) => Function::Quadratic((lhs + rhs)?),
            Function::Polynomial(lhs) => Function::Polynomial((lhs + rhs)?),
            lhs @ Function::Expression(_) => {
                associative_operation(AssociativeOperator::Add, lhs, Function::Linear(rhs.clone()))
            }
        };
        Ok(self)
    }

    fn try_add_quadratic_ref(mut self, rhs: &Quadratic) -> Result<Self, CoefficientError> {
        self = match self {
            Function::Zero => Function::Quadratic(rhs.clone()),
            Function::Constant(c) => Function::Quadratic((rhs + c)?),
            Function::Linear(lhs) => Function::Quadratic((rhs + &lhs)?),
            Function::Quadratic(lhs) => Function::Quadratic((lhs + rhs)?),
            Function::Polynomial(lhs) => Function::Polynomial((lhs + rhs)?),
            lhs @ Function::Expression(_) => associative_operation(
                AssociativeOperator::Add,
                lhs,
                Function::Quadratic(rhs.clone()),
            ),
        };
        Ok(self)
    }

    fn try_add_polynomial_ref(mut self, rhs: &Polynomial) -> Result<Self, CoefficientError> {
        self = match self {
            Function::Zero => Function::Polynomial(rhs.clone()),
            Function::Constant(c) => Function::Polynomial((rhs + c)?),
            Function::Linear(lhs) => Function::Polynomial((rhs + &lhs)?),
            Function::Quadratic(lhs) => Function::Polynomial((rhs + &lhs)?),
            Function::Polynomial(lhs) => Function::Polynomial((lhs + rhs)?),
            lhs @ Function::Expression(_) => associative_operation(
                AssociativeOperator::Add,
                lhs,
                Function::Polynomial(rhs.clone()),
            ),
        };
        Ok(self)
    }

    fn try_add_linear_refs(lhs: &Self, rhs: &Linear) -> Result<Self, CoefficientError> {
        Ok(match lhs {
            Function::Zero => Function::Linear(rhs.clone()),
            Function::Constant(c) => Function::Linear((rhs + *c)?),
            Function::Linear(lhs) => Function::Linear((lhs + rhs)?),
            Function::Quadratic(lhs) => Function::Quadratic((lhs + rhs)?),
            Function::Polynomial(lhs) => Function::Polynomial((lhs + rhs)?),
            lhs @ Function::Expression(_) => associative_operation(
                AssociativeOperator::Add,
                lhs.clone(),
                Function::Linear(rhs.clone()),
            ),
        })
    }

    fn try_add_quadratic_refs(lhs: &Self, rhs: &Quadratic) -> Result<Self, CoefficientError> {
        Ok(match lhs {
            Function::Zero => Function::Quadratic(rhs.clone()),
            Function::Constant(c) => Function::Quadratic((rhs + *c)?),
            Function::Linear(lhs) => Function::Quadratic((rhs + lhs)?),
            Function::Quadratic(lhs) => Function::Quadratic((lhs + rhs)?),
            Function::Polynomial(lhs) => Function::Polynomial((lhs + rhs)?),
            lhs @ Function::Expression(_) => associative_operation(
                AssociativeOperator::Add,
                lhs.clone(),
                Function::Quadratic(rhs.clone()),
            ),
        })
    }

    fn try_add_polynomial_refs(lhs: &Self, rhs: &Polynomial) -> Result<Self, CoefficientError> {
        Ok(match lhs {
            Function::Zero => Function::Polynomial(rhs.clone()),
            Function::Constant(c) => Function::Polynomial((rhs + *c)?),
            Function::Linear(lhs) => Function::Polynomial((rhs + lhs)?),
            Function::Quadratic(lhs) => Function::Polynomial((rhs + lhs)?),
            Function::Polynomial(lhs) => Function::Polynomial((lhs + rhs)?),
            lhs @ Function::Expression(_) => associative_operation(
                AssociativeOperator::Add,
                lhs.clone(),
                Function::Polynomial(rhs.clone()),
            ),
        })
    }
}

impl Add for Function {
    type Output = Result<Self, CoefficientError>;

    fn add(self, rhs: Self) -> Self::Output {
        let mut out = self;
        out.try_add_assign_in_place(rhs)?;
        Ok(out.normalize())
    }
}

impl Add for &Function {
    type Output = Result<Function, CoefficientError>;

    fn add(self, rhs: Self) -> Self::Output {
        Ok(Function::try_add_refs(self, rhs)?.normalize())
    }
}

impl Add<Function> for &Function {
    type Output = Result<Function, CoefficientError>;

    fn add(self, rhs: Function) -> Self::Output {
        if self.is_polynomial() && rhs.is_polynomial() {
            // Compact addition is commutative, so retain the owned operand and
            // borrow the other map. Expression order is handled below.
            rhs + self
        } else {
            self.clone() + rhs
        }
    }
}

impl Add<&Function> for Function {
    type Output = Result<Function, CoefficientError>;

    fn add(self, rhs: &Function) -> Self::Output {
        let mut out = self;
        out.try_add_assign_ref_in_place(rhs)?;
        Ok(out.normalize())
    }
}

impl Add<Coefficient> for Function {
    type Output = Result<Self, CoefficientError>;

    fn add(mut self, rhs: Coefficient) -> Self::Output {
        self.try_add_assign_in_place(Function::Constant(rhs))?;
        Ok(self.normalize())
    }
}

impl Add<Coefficient> for &Function {
    type Output = Result<Function, CoefficientError>;

    fn add(self, rhs: Coefficient) -> Self::Output {
        self + Function::Constant(rhs)
    }
}

impl Add<&Coefficient> for Function {
    type Output = Result<Self, CoefficientError>;

    fn add(self, rhs: &Coefficient) -> Self::Output {
        self + *rhs
    }
}

impl Add<&Coefficient> for &Function {
    type Output = Result<Function, CoefficientError>;

    fn add(self, rhs: &Coefficient) -> Self::Output {
        self + Function::Constant(*rhs)
    }
}

impl Add<Function> for Coefficient {
    type Output = Result<Function, CoefficientError>;

    fn add(self, rhs: Function) -> Self::Output {
        Function::Constant(self) + rhs
    }
}

impl Add<&Function> for Coefficient {
    type Output = Result<Function, CoefficientError>;

    fn add(self, rhs: &Function) -> Self::Output {
        Function::Constant(self) + rhs
    }
}

macro_rules! impl_add_polynomial_rhs {
    ($rhs:ty, $owned_ref_method:ident, $refs_method:ident) => {
        impl Add<&$rhs> for Function {
            type Output = Result<Function, CoefficientError>;

            fn add(self, rhs: &$rhs) -> Self::Output {
                Ok(self.$owned_ref_method(rhs)?.normalize())
            }
        }

        impl Add<&$rhs> for &Function {
            type Output = Result<Function, CoefficientError>;

            fn add(self, rhs: &$rhs) -> Self::Output {
                Ok(Function::$refs_method(self, rhs)?.normalize())
            }
        }

        impl Add<$rhs> for Function {
            type Output = Result<Function, CoefficientError>;

            fn add(mut self, rhs: $rhs) -> Self::Output {
                self.try_add_assign_in_place(Function::from(rhs))?;
                Ok(self.normalize())
            }
        }

        impl Add<$rhs> for &Function {
            type Output = Result<Function, CoefficientError>;

            fn add(self, rhs: $rhs) -> Self::Output {
                self + Function::from(rhs)
            }
        }
    };
}

impl_add_polynomial_rhs!(Linear, try_add_linear_ref, try_add_linear_refs);
impl_add_polynomial_rhs!(Quadratic, try_add_quadratic_ref, try_add_quadratic_refs);
impl_add_polynomial_rhs!(Polynomial, try_add_polynomial_ref, try_add_polynomial_refs);

impl Neg for Function {
    type Output = Self;

    fn neg(mut self) -> Self::Output {
        if self.is_polynomial() {
            self.values_mut()
                .expect("polynomial function has coefficient values")
                .for_each(|v| *v = -(*v));
            return self;
        }
        unary_operation(UnaryOperator::Neg, self)
    }
}

#[cfg(test)]
mod tests {
    use super::*;
    use crate::{coeff, linear, FunctionParameters, PolynomialParameters};
    use ::approx::assert_abs_diff_eq;
    use proptest::prelude::*;

    fn polynomial_function() -> BoxedStrategy<Function> {
        Function::arbitrary_with(FunctionParameters::polynomial_only(
            PolynomialParameters::default(),
        ))
    }

    proptest! {
        #[test]
        fn add_ref(a in any::<Function>(), b in any::<Function>()) {
            let ans = (a.clone() + b.clone()).unwrap();
            assert_abs_diff_eq!((&a + &b).unwrap(), ans);
            assert_abs_diff_eq!((&a + b.clone()).unwrap(), ans);
            assert_abs_diff_eq!((a + &b).unwrap(), ans);
        }

        #[test]
        fn zero(a in any::<Function>()) {
            assert_abs_diff_eq!((&a + Function::zero()).unwrap(), a.clone());
            assert_abs_diff_eq!((Function::zero() + &a).unwrap(), a.clone());
        }

        #[test]
        fn add_commutative(a in polynomial_function(), b in polynomial_function()) {
            assert_abs_diff_eq!((&a + &b).unwrap(), (&b + &a).unwrap());
        }

        #[test]
        fn add_nary(
            a in polynomial_function(),
            b in polynomial_function(),
            c in polynomial_function(),
        ) {
            assert_abs_diff_eq!((&a + (&b + &c).unwrap()).unwrap(), ((&a + &b).unwrap() + &c).unwrap());
        }

        #[test]
        fn fixed_rhs_refs_match_function_dispatch(
            lhs in any::<Function>(),
            linear in any::<Linear>(),
            quadratic in any::<Quadratic>(),
            polynomial in any::<Polynomial>(),
        ) {
            prop_assert_eq!(lhs.clone() + &linear, lhs.clone() + Function::Linear(linear.clone()));
            prop_assert_eq!(&lhs + &linear, &lhs + Function::Linear(linear));
            prop_assert_eq!(lhs.clone() + &quadratic, lhs.clone() + Function::Quadratic(quadratic.clone()));
            prop_assert_eq!(&lhs + &quadratic, &lhs + Function::Quadratic(quadratic));
            prop_assert_eq!(lhs.clone() + &polynomial, lhs.clone() + Function::Polynomial(polynomial.clone()));
            prop_assert_eq!(&lhs + &polynomial, &lhs + Function::Polynomial(polynomial));
        }
    }

    #[test]
    fn arithmetic_normalizes_polynomials_but_keeps_division_composed() {
        let linear = Function::from(linear!(1));
        let constant = Function::from(coeff!(2.0));

        assert!(matches!(
            (linear.clone() + constant).unwrap(),
            Function::Linear(_)
        ));
        assert!(matches!(
            (linear.clone() * Function::from(linear!(2))).unwrap(),
            Function::Quadratic(_)
        ));
        assert!(matches!(
            (linear.clone() / coeff!(2.0)).unwrap(),
            Function::Expression(_)
        ));
        assert!(matches!((linear.clone() - linear).unwrap(), Function::Zero));
    }

    #[test]
    fn borrowed_addition_preserves_coefficient_error() {
        let huge = Function::Linear(Linear::single_term(linear!(1), coeff!(f64::MAX)));
        assert!(matches!(&huge + &huge, Err(CoefficientError::Infinite)));
    }

    #[test]
    fn fixed_borrowed_addition_preserves_expression_order_and_coefficient_error() {
        let lhs = Function::from(linear!(1)).abs();
        let rhs = Linear::from(linear!(2));
        let expected = (lhs.clone() + Function::Linear(rhs.clone())).unwrap();

        assert!((lhs.clone() + &rhs).unwrap() == expected);
        assert!((&lhs + &rhs).unwrap() == expected);

        let huge = Function::Linear(Linear::single_term(linear!(1), coeff!(f64::MAX)));
        let huge_rhs = Linear::single_term(linear!(1), coeff!(f64::MAX));
        assert!(matches!(
            huge.clone() + &huge_rhs,
            Err(CoefficientError::Infinite)
        ));
        assert!(matches!(&huge + &huge_rhs, Err(CoefficientError::Infinite)));
    }
}