tokitai-operator 0.1.0

Verified DL kernel compiler: formally-checked GEMM, p-adic, sheaf, contract-carrying ops. Paper-artifact grade.
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
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
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
//! Finite field domain and element type.
//!
//! Supports prime fields F_p and prime-power extension fields
//! F_{p^k}. Extension fields are represented as polynomials in
//! F_p[x] modulo a chosen irreducible polynomial of degree k; the
//! polynomial is provided by the caller (P346 acceptance tests use
//! the canonical x^2 + x + 1 over F_2 for the k=2 case).
//!
//! P346 is a domain-completeness pass: the element type, the Domain
//! trait implementation, and the FFE claim (prime, extension_degree)
//! are added. No GPU lowering, no Galois group computation, no
//! polynomial ring.

use std::fmt;
use std::ops::{Add, Mul, Neg, Sub};

use serde::{Deserialize, Serialize};

use super::contract::{Claim, ContractSet, Scope};
use super::precision::PrecisionModel;
use super::structure::AlgebraicStructure;
use super::{Domain, DomainId};
use crate::{Error, Result};

/// Element of a finite field `F_{p^k}`.
///
/// For prime fields (k=1), the underlying value is just the residue
/// 0..p. For extension fields (k>1), values are polynomials in
/// `F_p[x]` modulo an irreducible polynomial of degree k; the
/// polynomial is held as a `Vec<u64>` of coefficients (length k,
/// little-endian) and the modulus polynomial is held by the
/// `FiniteFieldDomain`.
#[derive(Debug, Clone, PartialEq, Eq, Hash, Serialize, Deserialize)]
pub enum FiniteFieldElement {
    /// Element of a prime field F_p (extension_degree = 1).
    Prime { residue: u64, prime: u64 },
    /// Element of an extension field F_{p^k}, k >= 2.
    /// Coefficients are little-endian (constant term first).
    Extension { coeffs: Vec<u64>, prime: u64 },
}

impl FiniteFieldElement {
    /// Construct the additive identity.
    pub fn zero(prime: u64, extension_degree: usize) -> Self {
        if extension_degree <= 1 {
            FiniteFieldElement::Prime { residue: 0, prime }
        } else {
            FiniteFieldElement::Extension {
                coeffs: vec![0; extension_degree],
                prime,
            }
        }
    }

    /// Construct the multiplicative identity.
    pub fn one(prime: u64, extension_degree: usize) -> Self {
        if extension_degree <= 1 {
            FiniteFieldElement::Prime {
                residue: 1 % prime,
                prime,
            }
        } else {
            let mut coeffs = vec![0; extension_degree];
            coeffs[0] = 1 % prime;
            FiniteFieldElement::Extension { coeffs, prime }
        }
    }

    /// Return the underlying prime.
    pub fn prime(&self) -> u64 {
        match self {
            FiniteFieldElement::Prime { prime, .. } => *prime,
            FiniteFieldElement::Extension { prime, .. } => *prime,
        }
    }

    /// Return the extension degree (1 for prime fields).
    pub fn extension_degree(&self) -> usize {
        match self {
            FiniteFieldElement::Prime { .. } => 1,
            FiniteFieldElement::Extension { coeffs, .. } => coeffs.len(),
        }
    }

    /// Add two elements (modular reduction).
    pub fn add(&self, rhs: &FiniteFieldElement) -> Result<FiniteFieldElement> {
        match (self, rhs) {
            (
                FiniteFieldElement::Prime {
                    residue: a,
                    prime: p,
                },
                FiniteFieldElement::Prime {
                    residue: b,
                    prime: q,
                },
            ) => {
                debug_assert_eq!(p, q);
                Ok(FiniteFieldElement::Prime {
                    residue: (a + b) % p,
                    prime: *p,
                })
            }
            (
                FiniteFieldElement::Extension {
                    coeffs: a,
                    prime: p,
                },
                FiniteFieldElement::Extension {
                    coeffs: b,
                    prime: q,
                },
            ) => {
                debug_assert_eq!(p, q);
                debug_assert_eq!(a.len(), b.len());
                let coeffs = a.iter().zip(b.iter()).map(|(x, y)| (x + y) % p).collect();
                Ok(FiniteFieldElement::Extension { coeffs, prime: *p })
            }
            _ => Err(Error::domain(format!(
                "FiniteFieldElement::add: kind mismatch: self={self:?}, rhs={rhs:?} \
                 (add a Prime and an Extension element directly is not supported; \
                 use FiniteFieldDomain::add to dispatch over a known domain)"
            ))),
        }
    }

    /// Subtract two elements.
    pub fn sub(&self, rhs: &FiniteFieldElement) -> Result<FiniteFieldElement> {
        match (self, rhs) {
            (
                FiniteFieldElement::Prime {
                    residue: a,
                    prime: p,
                },
                FiniteFieldElement::Prime {
                    residue: b,
                    prime: q,
                },
            ) => {
                debug_assert_eq!(p, q);
                Ok(FiniteFieldElement::Prime {
                    residue: (a + p - b % p) % p,
                    prime: *p,
                })
            }
            (
                FiniteFieldElement::Extension {
                    coeffs: a,
                    prime: p,
                },
                FiniteFieldElement::Extension {
                    coeffs: b,
                    prime: q,
                },
            ) => {
                debug_assert_eq!(p, q);
                debug_assert_eq!(a.len(), b.len());
                let coeffs = a
                    .iter()
                    .zip(b.iter())
                    .map(|(x, y)| (x + p - y % p) % p)
                    .collect();
                Ok(FiniteFieldElement::Extension { coeffs, prime: *p })
            }
            _ => Err(Error::domain(format!(
                "FiniteFieldElement::sub: kind mismatch: self={self:?}, rhs={rhs:?} \
                 (subtract a Prime and an Extension element directly is not supported)"
            ))),
        }
    }

    /// Multiply two prime-field elements. (Extension-field multiplication
    /// requires the modulus polynomial and is handled in the domain.)
    pub fn mul_prime(&self, rhs: &FiniteFieldElement) -> Option<FiniteFieldElement> {
        match (self, rhs) {
            (
                FiniteFieldElement::Prime {
                    residue: a,
                    prime: p,
                },
                FiniteFieldElement::Prime {
                    residue: b,
                    prime: q,
                },
            ) => {
                debug_assert_eq!(p, q);
                Some(FiniteFieldElement::Prime {
                    residue: (a * b) % p,
                    prime: *p,
                })
            }
            _ => None,
        }
    }

    /// Negate an element.
    pub fn neg(&self) -> FiniteFieldElement {
        match self {
            FiniteFieldElement::Prime {
                residue: a,
                prime: p,
            } => FiniteFieldElement::Prime {
                residue: (p - a % p) % p,
                prime: *p,
            },
            FiniteFieldElement::Extension { coeffs, prime } => {
                let coeffs = coeffs.iter().map(|c| (prime - c % prime) % prime).collect();
                FiniteFieldElement::Extension {
                    coeffs,
                    prime: *prime,
                }
            }
        }
    }

    /// Fermat's little theorem: a^(p-1) == 1 for a in F_p*, a != 0.
    pub fn pow_prime(&self, mut exp: u64) -> Result<FiniteFieldElement> {
        match self {
            FiniteFieldElement::Prime {
                residue: a,
                prime: p,
            } => {
                if *a == 0 {
                    return Ok(FiniteFieldElement::Prime {
                        residue: 0,
                        prime: *p,
                    });
                }
                let mut base = *a;
                let mut result: u64 = 1;
                while exp > 0 {
                    if exp & 1 == 1 {
                        result = (result * base) % p;
                    }
                    exp >>= 1;
                    base = (base * base) % p;
                }
                Ok(FiniteFieldElement::Prime {
                    residue: result,
                    prime: *p,
                })
            }
            _ => Err(Error::domain(format!(
                "FiniteFieldElement::pow_prime: called on extension element: self={self:?} \
                 (pow_prime is prime-field only; use the extension-domain dispatch for F_{{p^k}})"
            ))),
        }
    }

    /// Modular inverse in a prime field via Fermat's little theorem.
    pub fn inv_prime(&self) -> Result<FiniteFieldElement> {
        match self {
            FiniteFieldElement::Prime {
                residue: a,
                prime: p,
            } => {
                if *a == 0 {
                    return Err(Error::domain(format!(
                        "FiniteFieldElement::inv_prime: zero has no inverse (self={self:?})"
                    )));
                }
                self.pow_prime(p - 2)
            }
            _ => Err(Error::domain(format!(
                "FiniteFieldElement::inv_prime: called on extension element: self={self:?} \
                 (inv_prime is prime-field only; for F_{{p^k}} inverses, route through the domain)"
            ))),
        }
    }

    /// Modular division in a prime field via Fermat's little theorem.
    pub fn div_prime(&self, rhs: &FiniteFieldElement) -> Result<FiniteFieldElement> {
        match (self, rhs) {
            (
                FiniteFieldElement::Prime {
                    residue: a,
                    prime: p,
                },
                FiniteFieldElement::Prime {
                    residue: b,
                    prime: q,
                },
            ) => {
                debug_assert_eq!(p, q);
                if *b == 0 {
                    return Err(Error::domain(format!(
                        "FiniteFieldElement::div_prime: division by zero: \
                         self={self:?}, rhs={rhs:?}"
                    )));
                }
                // (a * b^(p-2)) mod p = a / b
                let mut result = 1u64;
                let mut base = *b;
                let mut exp = p - 2;
                while exp > 0 {
                    if exp & 1 == 1 {
                        result = (result * base) % p;
                    }
                    exp >>= 1;
                    base = (base * base) % p;
                }
                Ok(FiniteFieldElement::Prime {
                    residue: (a * result) % p,
                    prime: *p,
                })
            }
            _ => Err(Error::domain(format!(
                "FiniteFieldElement::div_prime: called on non-prime element: self={self:?}, rhs={rhs:?} \
                 (div_prime is prime-field only; for F_{{p^k}} division, route through the domain)"
            ))),
        }
    }
}

// Extension-field polynomial multiplication mod irreducible poly.
// a, b have length k. modulus has length k+1 (the irreducible polynomial
// of degree k over F_p, with modulus[k] = 1 for monic).
// Result has length k.
fn poly_mul_mod(a: &[u64], b: &[u64], modulus: &[u64], prime: u64) -> Vec<u64> {
    let k = a.len();
    debug_assert_eq!(b.len(), k);
    debug_assert_eq!(modulus.len(), k + 1);
    let mut raw = vec![0u64; 2 * k];
    for i in 0..k {
        for j in 0..k {
            raw[i + j] = (raw[i + j] + a[i] * b[j]) % prime;
        }
    }
    // Reduce mod the modulus polynomial of degree k. For each
    // coefficient at position m >= k, replace x^m with
    // (-modulus[0..k]) * x^(m-k) and reduce.
    for m in (k..(2 * k)).rev() {
        if raw[m] == 0 {
            continue;
        }
        let coef = raw[m];
        raw[m] = 0;
        for i in 0..k {
            // raw[m - k + i] -= coef * modulus[i]  (mod prime)
            let v = (coef * modulus[i]) % prime;
            raw[m - k + i] = (raw[m - k + i] + prime - v) % prime;
        }
    }
    raw.truncate(k);
    raw
}

/// Domain for a finite field `F_{p^k}` with an explicit irreducible
/// polynomial of degree k (length k+1, little-endian coefficients).
/// For prime fields (k=1), the modulus is `[1, 0]` representing x.
#[derive(Debug, Clone, PartialEq, Eq, Hash)]
pub struct FiniteFieldDomain {
    prime: u64,
    extension_degree: usize,
    /// Modulus polynomial coefficients, little-endian, length = extension_degree + 1.
    modulus: Vec<u64>,
    name: String,
}

impl FiniteFieldDomain {
    /// Construct a prime field F_p (extension_degree = 1).
    pub fn prime(prime: u64) -> Self {
        Self {
            prime,
            extension_degree: 1,
            modulus: vec![1, 0], // x
            name: format!("F_{}", prime),
        }
    }

    /// Construct an extension field F_{p^k} with the given modulus
    /// polynomial coefficients (little-endian, length = k+1).
    pub fn extension(prime: u64, extension_degree: usize, modulus: Vec<u64>) -> Self {
        assert_eq!(modulus.len(), extension_degree + 1);
        assert!(modulus[extension_degree] == 1, "modulus must be monic");
        Self {
            prime,
            extension_degree,
            modulus,
            name: format!("F_{}^{}", prime, extension_degree),
        }
    }

    pub fn prime_field(&self) -> u64 {
        self.prime
    }

    pub fn extension_degree(&self) -> usize {
        self.extension_degree
    }

    /// The zero element of this field.
    pub fn zero(&self) -> FiniteFieldElement {
        FiniteFieldElement::zero(self.prime, self.extension_degree)
    }

    /// The one element of this field.
    pub fn one(&self) -> FiniteFieldElement {
        FiniteFieldElement::one(self.prime, self.extension_degree)
    }

    /// Construct an element from raw little-endian coefficients.
    pub fn element(&self, coeffs: &[u64]) -> FiniteFieldElement {
        let n = self.extension_degree;
        let mut c = coeffs.to_vec();
        c.resize(n, 0);
        for v in &mut c {
            *v %= self.prime;
        }
        if n == 1 {
            FiniteFieldElement::Prime {
                residue: c[0],
                prime: self.prime,
            }
        } else {
            FiniteFieldElement::Extension {
                coeffs: c,
                prime: self.prime,
            }
        }
    }

    /// Add two elements in this domain.
    pub fn add(
        &self,
        lhs: &FiniteFieldElement,
        rhs: &FiniteFieldElement,
    ) -> Result<FiniteFieldElement> {
        lhs.add(rhs)
    }

    /// Subtract two elements.
    pub fn sub(
        &self,
        lhs: &FiniteFieldElement,
        rhs: &FiniteFieldElement,
    ) -> Result<FiniteFieldElement> {
        lhs.sub(rhs)
    }

    /// Multiply two elements. For extension fields, this is
    /// polynomial multiplication mod the modulus polynomial.
    pub fn mul(
        &self,
        lhs: &FiniteFieldElement,
        rhs: &FiniteFieldElement,
    ) -> Result<FiniteFieldElement> {
        match (lhs, rhs) {
            (
                FiniteFieldElement::Prime {
                    residue: a,
                    prime: p,
                },
                FiniteFieldElement::Prime {
                    residue: b,
                    prime: q,
                },
            ) => {
                debug_assert_eq!(p, q);
                Ok(FiniteFieldElement::Prime {
                    residue: (a * b) % p,
                    prime: *p,
                })
            }
            (
                FiniteFieldElement::Extension {
                    coeffs: a,
                    prime: p,
                },
                FiniteFieldElement::Extension {
                    coeffs: b,
                    prime: q,
                },
            ) => {
                debug_assert_eq!(p, q);
                let reduced = poly_mul_mod(a, b, &self.modulus, *p);
                Ok(FiniteFieldElement::Extension {
                    coeffs: reduced,
                    prime: *p,
                })
            }
            _ => Err(Error::domain(format!(
                "FiniteFieldDomain::mul: kind mismatch: lhs={lhs:?}, rhs={rhs:?} \
                 (multiplied a Prime and an Extension element directly is not supported \
                 through the domain dispatch; build the Extension via the same prime as lhs)"
            ))),
        }
    }

    /// Negate an element.
    pub fn neg(&self, v: &FiniteFieldElement) -> FiniteFieldElement {
        v.neg()
    }
}

impl Domain for FiniteFieldDomain {
    type Element = FiniteFieldElement;

    fn id(&self) -> DomainId {
        DomainId::new(self.name.clone())
    }

    fn structure(&self) -> AlgebraicStructure {
        AlgebraicStructure::Field
    }

    fn precision_model(&self) -> PrecisionModel {
        PrecisionModel::Exact
    }

    fn contracts(&self) -> ContractSet {
        let scope = Scope::Domain(self.name.clone());
        ContractSet::from_iter([
            crate::domain::Contract::new(
                crate::domain::ContractId(80),
                Claim::Associative,
                scope.clone(),
                crate::domain::Evidence::Axiom,
            ),
            crate::domain::Contract::new(
                crate::domain::ContractId(81),
                Claim::Commutative,
                scope.clone(),
                crate::domain::Evidence::Axiom,
            ),
            crate::domain::Contract::new(
                crate::domain::ContractId(82),
                Claim::HasIdentity,
                scope.clone(),
                crate::domain::Evidence::Axiom,
            ),
            crate::domain::Contract::new(
                crate::domain::ContractId(83),
                Claim::HasInverse,
                scope.clone(),
                crate::domain::Evidence::Axiom,
            ),
            crate::domain::Contract::new(
                crate::domain::ContractId(84),
                Claim::Exact,
                scope.clone(),
                crate::domain::Evidence::Axiom,
            ),
            crate::domain::Contract::new(
                crate::domain::ContractId(85),
                Claim::FiniteFieldSpec {
                    prime: self.prime,
                    extension_degree: self.extension_degree,
                },
                scope,
                crate::domain::Evidence::Axiom,
            ),
        ])
    }
}

impl fmt::Display for FiniteFieldElement {
    fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
        match self {
            FiniteFieldElement::Prime { residue, .. } => write!(f, "{}", residue),
            FiniteFieldElement::Extension { coeffs, .. } => {
                write!(f, "[")?;
                for (i, c) in coeffs.iter().enumerate() {
                    if i > 0 {
                        write!(f, ", ")?;
                    }
                    write!(f, "{}", c)?;
                }
                write!(f, "]")
            }
        }
    }
}

impl Add for FiniteFieldElement {
    type Output = FiniteFieldElement;
    fn add(self, rhs: FiniteFieldElement) -> FiniteFieldElement {
        FiniteFieldElement::add(&self, &rhs)
            .expect("Add trait on extension element: use FiniteFieldDomain::add instead")
    }
}

impl Sub for FiniteFieldElement {
    type Output = FiniteFieldElement;
    fn sub(self, rhs: FiniteFieldElement) -> FiniteFieldElement {
        FiniteFieldElement::sub(&self, &rhs)
            .expect("Sub trait on extension element: use FiniteFieldDomain::sub instead")
    }
}

impl Mul for FiniteFieldElement {
    type Output = FiniteFieldElement;
    fn mul(self, rhs: FiniteFieldElement) -> FiniteFieldElement {
        self.mul_prime(&rhs)
            .expect("Mul operator on extension requires domain.mul; use FiniteFieldDomain::mul")
    }
}

impl Neg for FiniteFieldElement {
    type Output = FiniteFieldElement;
    fn neg(self) -> FiniteFieldElement {
        FiniteFieldElement::neg(&self)
    }
}

// Doc tests for FiniteFieldDomain.  These appear in the rustdoc and run
// under `cargo test --doc`.
#[cfg(test)]
mod doc_tests {
    use super::*;

    /// Build F_5 and verify that 2 + 3 = 0 in the field.
    #[test]
    fn doc_f5_add() {
        let f5 = FiniteFieldDomain::prime(5);
        let two = f5.element(&[2]);
        let three = f5.element(&[3]);
        assert_eq!(f5.add(&two, &three).unwrap(), f5.zero());
    }

    /// Build F_4 = F_2[x]/(x^2+x+1) and verify that x^2 = x + 1.
    #[test]
    fn doc_f4_x_squared() {
        let f4 = FiniteFieldDomain::extension(2, 2, vec![1, 1, 1]);
        let x = f4.element(&[0, 1]);
        let x_sq = f4.mul(&x, &x).unwrap();
        assert_eq!(x_sq, f4.element(&[1, 1]));
    }
}