twenty-first 2.0.2

Collection of mathematics routines and cryptography for the twenty-first century.
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
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
1001
1002
1003
1004
1005
1006
1007
1008
1009
1010
1011
1012
1013
1014
1015
1016
1017
1018
1019
1020
1021
1022
1023
1024
1025
1026
1027
1028
1029
1030
1031
1032
1033
1034
1035
1036
1037
1038
1039
1040
1041
1042
1043
1044
1045
1046
1047
1048
1049
1050
1051
1052
1053
1054
1055
1056
1057
1058
1059
1060
1061
1062
1063
1064
1065
1066
1067
1068
1069
1070
1071
1072
1073
1074
1075
1076
1077
1078
1079
1080
1081
1082
1083
1084
1085
1086
1087
1088
1089
1090
1091
1092
1093
1094
1095
1096
1097
1098
1099
1100
1101
1102
1103
1104
1105
1106
1107
1108
1109
1110
1111
1112
1113
1114
1115
1116
1117
1118
1119
1120
1121
1122
1123
1124
1125
1126
1127
1128
1129
1130
1131
1132
1133
1134
1135
1136
1137
1138
1139
1140
1141
1142
1143
1144
1145
1146
1147
1148
1149
1150
1151
1152
1153
1154
1155
1156
1157
1158
1159
1160
1161
1162
1163
1164
1165
1166
1167
1168
1169
1170
1171
1172
1173
1174
1175
1176
1177
1178
1179
1180
1181
1182
1183
1184
1185
1186
1187
1188
1189
1190
1191
1192
1193
1194
1195
1196
1197
1198
1199
1200
1201
1202
1203
1204
1205
1206
1207
1208
1209
1210
1211
1212
1213
1214
1215
1216
1217
1218
1219
1220
1221
1222
1223
1224
1225
1226
1227
1228
1229
1230
1231
1232
1233
1234
1235
1236
1237
1238
1239
1240
1241
1242
1243
1244
1245
1246
1247
1248
1249
1250
1251
1252
1253
1254
1255
1256
1257
1258
1259
1260
1261
1262
1263
1264
1265
1266
1267
1268
1269
1270
1271
1272
1273
1274
1275
1276
1277
1278
1279
1280
1281
1282
1283
1284
1285
1286
1287
1288
1289
1290
1291
1292
1293
1294
1295
1296
1297
1298
1299
1300
1301
1302
1303
1304
1305
1306
1307
1308
1309
1310
1311
1312
1313
1314
1315
1316
1317
1318
1319
1320
1321
1322
1323
1324
1325
1326
1327
1328
1329
1330
1331
1332
1333
1334
1335
1336
1337
1338
1339
1340
1341
1342
1343
1344
1345
1346
1347
1348
1349
1350
1351
1352
1353
1354
1355
1356
1357
1358
1359
use std::fmt::Display;
use std::iter::Sum;
use std::ops::Add;
use std::ops::AddAssign;
use std::ops::Div;
use std::ops::Mul;
use std::ops::MulAssign;
use std::ops::Neg;
use std::ops::Sub;
use std::ops::SubAssign;

use arbitrary::Arbitrary;
use bfieldcodec_derive::BFieldCodec;
use get_size2::GetSize;
use num_traits::ConstOne;
use num_traits::ConstZero;
use num_traits::One;
use num_traits::Zero;
use rand::Rng;
use rand::RngExt;
use rand::distr::Distribution;
use rand::distr::StandardUniform;
use serde::Deserialize;
use serde::Serialize;

use crate::bfe_vec;
use crate::error::TryFromXFieldElementError;
use crate::math::b_field_element::BFieldElement;
use crate::math::polynomial::Polynomial;
use crate::math::traits::CyclicGroupGenerator;
use crate::math::traits::FiniteField;
use crate::math::traits::Inverse;
use crate::math::traits::ModPowU32;
use crate::math::traits::ModPowU64;
use crate::math::traits::PrimitiveRootOfUnity;
use crate::tip5::Digest;

pub const EXTENSION_DEGREE: usize = 3;

// due to a bug in rustfmt, the formatted `derive` would exceed 100 characters
// see also: https://github.com/rust-lang/rustfmt/issues/5796
#[rustfmt::skip::attributes(derive)]
#[derive(
    Debug,
    PartialEq,
    Eq,
    Copy,
    Clone,
    Hash,
    Serialize,
    Deserialize,
    GetSize,
    BFieldCodec,
    Arbitrary,
)]
#[repr(transparent)]
pub struct XFieldElement {
    pub coefficients: [BFieldElement; EXTENSION_DEGREE],
}

/// Simplifies constructing [extension field element](XFieldElement)s.
///
/// The type [`XFieldElement`] must be in scope for this macro to work.
/// See [`XFieldElement::from`] for supported types.
///
/// # Examples
///
/// ```
/// # use twenty_first::prelude::*;
/// let a = xfe!(1);
/// let b = xfe!([2, 0, 5]);
/// let c = xfe!([3, 0, 2 + 3]);
/// assert_eq!(a + b, c);
/// ```
#[macro_export]
macro_rules! xfe {
    ($value:expr) => {
        XFieldElement::from($value)
    };
}

/// Simplifies constructing vectors of [extension field element][XFieldElement]s.
///
/// The type [`XFieldElement`] must be in scope for this macro to work. See also [`xfe!`].
///
/// # Examples
///
/// Vector of [constants](XFieldElement::new_const).
///
/// ```
/// # use twenty_first::prelude::*;
/// let a = xfe_vec![1, 2, 3];
/// let b = vec![xfe!(1), xfe!(2), xfe!(3)];
/// assert_eq!(a, b);
/// ```
///
/// Vector of general [extension field element](XFieldElement)s.
///
/// ```
/// # use twenty_first::prelude::*;
/// let a = xfe_vec![[1, 0, 0], [0, 2, 0], [0, 0, 3]];
/// let b = vec![xfe!([1, 0, 0]), xfe!([0, 2, 0]), xfe!([0, 0, 3])];
/// assert_eq!(a, b);
/// ```
///
/// Vector with the same [constant](XFieldElement::new_const) for every entry.
///
/// ```
/// # use twenty_first::prelude::*;
/// let a = xfe_vec![42; 15];
/// let b = vec![xfe!(42); 15];
/// assert_eq!(a, b);
/// ```
///
/// Vector with the same general [extension field element](XFieldElement) for every entry.
///
/// ```
/// # use twenty_first::prelude::*;
/// let a = xfe_vec![[42, 43, 44]; 15];
/// let b = vec![xfe!([42, 43, 44]); 15];
/// assert_eq!(a, b);
/// ```
#[macro_export]
macro_rules! xfe_vec {
    ($x:expr; $n:expr) => {
        vec![XFieldElement::from($x); $n]
    };
    ([$c0:expr, $c1:expr, $c2:expr]; $n:expr) => {
        vec![XFieldElement::from([$c0, $c1, $c2]); $n]
    };
    ($($x:expr),* $(,)?) => {
        vec![$(XFieldElement::from($x)),*]
    };
    ($([$c0:expr, $c1:expr, $c2:expr]),* $(,)?) => {
        vec![$(XFieldElement::from([$c0, $c1, $c2])),*]
    };
}

/// Simplifies constructing arrays of [extension field element][XFieldElement]s.
///
/// The type [`XFieldElement`] must be in scope for this macro to work. See also [`xfe!`].
///
/// # Examples
///
/// Array of [constants](XFieldElement::new_const).
///
/// ```
/// # use twenty_first::prelude::*;
/// let a = xfe_array![1, 2, 3];
/// let b = [xfe!(1), xfe!(2), xfe!(3)];
/// assert_eq!(a, b);
/// ```
///
/// Array of general [extension field element](XFieldElement)s.
///
/// ```
/// # use twenty_first::prelude::*;
/// let a = xfe_array![[1, 0, 0], [0, 2, 0], [0, 0, 3]];
/// let b = [xfe!([1, 0, 0]), xfe!([0, 2, 0]), xfe!([0, 0, 3])];
/// assert_eq!(a, b);
/// ```
///
/// Array with the same [constant](XFieldElement::new_const) for every entry.
///
/// ```
/// # use twenty_first::prelude::*;
/// let a = xfe_array![42; 15];
/// let b = [xfe!(42); 15];
/// assert_eq!(a, b);
/// ```
///
/// Array with the same general [extension field element](XFieldElement) for every entry.
///
/// ```
/// # use twenty_first::prelude::*;
/// let a = xfe_array![[42, 43, 44]; 15];
/// let b = [xfe!([42, 43, 44]); 15];
/// assert_eq!(a, b);
/// ```
#[macro_export]
macro_rules! xfe_array {
    ($x:expr; $n:expr) => {
        [XFieldElement::from($x); $n]
    };
    ([$c0:expr, $c1:expr, $c2:expr]; $n:expr) => {
        [XFieldElement::from([$c0, $c1, $c2]); $n]
    };
    ($($x:expr),* $(,)?) => {
        [$(XFieldElement::from($x)),*]
    };
    ($([$c0:expr, $c1:expr, $c2:expr]),* $(,)?) => {
        [$(XFieldElement::from([$c0, $c1, $c2])),*]
    };
}

/// Re-interpret a slice of [`XFieldElement`]s as a slice of [`BFieldElement`]s
/// without any memory allocation.
///
/// This function is semantically similar to [flat-mapping] the coefficients of
/// the `XFieldElement`s (see examples). However, this function does not perform
/// any memory allocation, which makes is particularly useful in
/// high-performance scenarios.
///
/// # Examples
///
/// Re-interpretation behaves like flattening, but does not allocate or copy any
/// data.
///
/// ```
/// # use twenty_first::prelude::*;
/// # use twenty_first::math::x_field_element::as_flat_slice;
/// let xfes = xfe_vec![[17, 18, 19], [42, 42, 44], [97, 98, 99]];
/// let bfes = bfe_vec![17, 18, 19, 42, 42, 44, 97, 98, 99];
/// assert_eq!(&bfes, as_flat_slice(&xfes));
/// ```
///
/// This can be particularly useful for hashing sequences of [`XFieldElement]`s,
/// where ownership is irrelevant:
///
/// ```
/// # use twenty_first::prelude::*;
/// # use twenty_first::math::x_field_element::as_flat_slice;
/// let xfes = xfe_vec![42; 17];
/// let xfe_digest = Tip5::hash_varlen(as_flat_slice(&xfes));
///
/// // alternative requires copying data
/// let bfes = xfes.into_iter().flat_map(|xfe| xfe.coefficients).collect::<Vec<_>>();
/// let bfe_digest = Tip5::hash_varlen(&bfes);
///
/// assert_eq!(bfe_digest, xfe_digest);
/// ```
///
/// [hashing]: crate::tip5::Tip5::hash_varlen
/// [Tip5]: crate::tip5::Tip5
/// [flat-mapping]: Iterator::flat_map
pub fn as_flat_slice(xfe_slice: &[XFieldElement]) -> &[BFieldElement] {
    let slice_pointer = xfe_slice.as_ptr() as *const BFieldElement;
    let bfe_slice_len = xfe_slice.len() * EXTENSION_DEGREE;

    // SAFETY:
    // - The slice_pointer is non-null, and is valid for reads for
    //   xfe_slice.len() * size_of::<XFieldElement>() ==
    //   xfe_slice.len() * size_of::<BFieldElement>() * EXTENSION_DEGREE
    //   many bytes, and is properly aligned because both BFieldElement and
    //   XFieldElement are #[repr(transparent)]. In particular:
    //   - The entire memory range of the slice is contained within a single
    //     allocated object. This is because of
    //     (a) the origin of `slice_pointer` being a slice, and
    //     (b) the layout and ABI of XFieldElement is identical to
    //         [BFieldElement; EXTENSION_DEGREE] because of
    //         #[repr(transparent)]
    //   - The slice_pointer is non-null and aligned, again because of
    //     #[repr(transparent)] on BFieldElement and XFieldElement.
    // - The slice_pointer points to xfe_slice.len() * EXTENSION_DEGREE
    //   consecutive properly initialized values of type BFieldElement,
    //   again because of #[repr(transparent)] on BFieldElement and
    //   XFieldElement.
    // - The memory referenced by the returned slice cannot be mutated for
    //   the duration of the lifetime of xfe_slice thanks to rust's
    //   “mut XOR shared” compile time guarantees.
    // - The total size of the produced slice is no larger than isize::MAX
    //   since it is identical to the total size of the initial size, and
    //   adding that size to the slice_pointer does not “wrap around” the
    //   address space because both, the slice_pointer and the total size
    //   have been obtained through safe code or unsafe code for which the
    //   safety invariants have been upheld.
    unsafe { std::slice::from_raw_parts(slice_pointer, bfe_slice_len) }
}

impl From<XFieldElement> for Digest {
    /// Interpret the `XFieldElement` as a [`Digest`]. No hashing is performed.
    /// This interpretation can be useful for [`Tip5`](crate::prelude::Tip5)
    /// and, by extension, allows building
    /// [`MerkleTree`](crate::prelude::MerkleTree)s directly from
    /// `XFieldElement`s.
    fn from(xfe: XFieldElement) -> Self {
        let [c0, c1, c2] = xfe.coefficients;
        Digest::new([c0, c1, c2, BFieldElement::ZERO, BFieldElement::ZERO])
    }
}

impl TryFrom<Digest> for XFieldElement {
    type Error = TryFromXFieldElementError;

    fn try_from(digest: Digest) -> Result<Self, Self::Error> {
        let Digest([c0, c1, c2, BFieldElement::ZERO, BFieldElement::ZERO]) = digest else {
            return Err(TryFromXFieldElementError::InvalidDigest);
        };

        Ok(Self::new([c0, c1, c2]))
    }
}

impl Sum for XFieldElement {
    fn sum<I: Iterator<Item = Self>>(iter: I) -> Self {
        iter.reduce(|a, b| a + b).unwrap_or(XFieldElement::ZERO)
    }
}

impl<T> From<T> for XFieldElement
where
    T: Into<BFieldElement>,
{
    fn from(value: T) -> Self {
        Self::new_const(value.into())
    }
}

impl<T> From<[T; EXTENSION_DEGREE]> for XFieldElement
where
    T: Into<BFieldElement>,
{
    fn from(value: [T; EXTENSION_DEGREE]) -> Self {
        Self::new(value.map(Into::into))
    }
}

impl From<Polynomial<'_, BFieldElement>> for XFieldElement {
    fn from(poly: Polynomial<'_, BFieldElement>) -> Self {
        let (_, rem) = poly.naive_divide(&Self::shah_polynomial());
        let mut xfe = [BFieldElement::ZERO; EXTENSION_DEGREE];

        let Ok(rem_degree) = usize::try_from(rem.degree()) else {
            return Self::ZERO;
        };
        xfe[..=rem_degree].copy_from_slice(&rem.coefficients()[..=rem_degree]);

        XFieldElement::new(xfe)
    }
}

impl TryFrom<&[BFieldElement]> for XFieldElement {
    type Error = TryFromXFieldElementError;

    fn try_from(value: &[BFieldElement]) -> Result<Self, Self::Error> {
        value
            .try_into()
            .map(XFieldElement::new)
            .map_err(|_| Self::Error::InvalidLength(value.len()))
    }
}

impl TryFrom<Vec<BFieldElement>> for XFieldElement {
    type Error = TryFromXFieldElementError;

    fn try_from(value: Vec<BFieldElement>) -> Result<Self, Self::Error> {
        XFieldElement::try_from(value.as_ref())
    }
}

impl XFieldElement {
    /// The quotient defining the [field extension](XFieldElement) over the
    /// [base field](BFieldElement), namely x³ - x + 1.
    #[inline]
    pub fn shah_polynomial() -> Polynomial<'static, BFieldElement> {
        Polynomial::new(bfe_vec![1, -1, 0, 1])
    }

    #[inline]
    pub const fn new(coefficients: [BFieldElement; EXTENSION_DEGREE]) -> Self {
        Self { coefficients }
    }

    #[inline]
    pub const fn new_const(element: BFieldElement) -> Self {
        let zero = BFieldElement::ZERO;
        Self::new([element, zero, zero])
    }

    #[must_use]
    pub fn inverse(&self) -> Self {
        assert!(
            !self.is_zero(),
            "Cannot invert the zero element in the extension field."
        );
        let self_as_poly: Polynomial<BFieldElement> = self.to_owned().into();
        let (_, a, _) = Polynomial::<BFieldElement>::xgcd(self_as_poly, Self::shah_polynomial());
        a.into()
    }

    pub fn unlift(&self) -> Option<BFieldElement> {
        let Self { coefficients } = self;
        let [bfe, BFieldElement::ZERO, BFieldElement::ZERO] = coefficients else {
            return None;
        };

        Some(*bfe)
    }

    #[deprecated(since = "2.0.0")]
    #[doc(hidden)]
    pub fn increment(&mut self, index: usize) {
        self.coefficients[index].increment();
    }

    #[deprecated(since = "2.0.0")]
    #[doc(hidden)]
    pub fn decrement(&mut self, index: usize) {
        self.coefficients[index].decrement();
    }
}

impl Inverse for XFieldElement {
    fn inverse(&self) -> Self {
        self.inverse()
    }
}

impl PrimitiveRootOfUnity for XFieldElement {
    fn primitive_root_of_unity(n: u64) -> Option<XFieldElement> {
        let b_root = BFieldElement::primitive_root_of_unity(n);
        b_root.map(XFieldElement::new_const)
    }
}

impl Distribution<XFieldElement> for StandardUniform {
    fn sample<R: Rng + ?Sized>(&self, rng: &mut R) -> XFieldElement {
        XFieldElement::new(rng.random())
    }
}

impl CyclicGroupGenerator for XFieldElement {
    fn get_cyclic_group_elements(&self, max: Option<usize>) -> Vec<Self> {
        let mut val = *self;
        let mut ret: Vec<Self> = vec![Self::one()];

        loop {
            ret.push(val);
            val *= *self;
            if val.is_one() || max.is_some() && ret.len() >= max.unwrap() {
                break;
            }
        }
        ret
    }
}

impl Display for XFieldElement {
    fn fmt(&self, f: &mut std::fmt::Formatter) -> std::fmt::Result {
        if let Some(bfe) = self.unlift() {
            return write!(f, "{bfe}_xfe");
        }

        let [c0, c1, c2] = self.coefficients;
        write!(f, "({c2:>020}·x² + {c1:>020}·x + {c0:>020})")
    }
}

impl Zero for XFieldElement {
    fn zero() -> Self {
        Self::ZERO
    }

    fn is_zero(&self) -> bool {
        self == &Self::ZERO
    }
}

impl ConstZero for XFieldElement {
    const ZERO: Self = Self::new([BFieldElement::ZERO; EXTENSION_DEGREE]);
}

impl One for XFieldElement {
    fn one() -> Self {
        Self::ONE
    }

    fn is_one(&self) -> bool {
        self == &Self::ONE
    }
}

impl ConstOne for XFieldElement {
    const ONE: Self = Self::new([BFieldElement::ONE, BFieldElement::ZERO, BFieldElement::ZERO]);
}

impl FiniteField for XFieldElement {}

impl Add<XFieldElement> for XFieldElement {
    type Output = Self;

    #[inline]
    fn add(self, other: Self) -> Self {
        let [s0, s1, s2] = self.coefficients;
        let [o0, o1, o2] = other.coefficients;
        let coefficients = [s0 + o0, s1 + o1, s2 + o2];
        Self { coefficients }
    }
}

impl Add<BFieldElement> for XFieldElement {
    type Output = Self;

    #[inline]
    fn add(mut self, other: BFieldElement) -> Self {
        self.coefficients[0] += other;
        self
    }
}

/// The `bfe + xfe -> xfe` instance belongs to BFieldElement.
impl Add<XFieldElement> for BFieldElement {
    type Output = XFieldElement;

    #[inline]
    fn add(self, mut other: XFieldElement) -> XFieldElement {
        other.coefficients[0] += self;
        other
    }
}

impl Mul<XFieldElement> for XFieldElement {
    type Output = Self;

    #[inline]
    fn mul(self, other: Self) -> Self {
        // XField * XField means:
        //
        // (ax^2 + bx + c) * (dx^2 + ex + f)   (mod x^3 - x + 1)
        //
        // =   adx^4 + aex^3 + afx^2
        //   + bdx^3 + bex^2 + bfx
        //   + cdx^2 + cex   + cf
        //
        // = adx^4 + (ae + bd)x^3 + (af + be + cd)x^2 + (bf + ce)x + cf   (mod x^3 - x + 1)

        let [c, b, a] = self.coefficients;
        let [f, e, d] = other.coefficients;

        let r0 = c * f - a * e - b * d;
        let r1 = b * f + c * e - a * d + a * e + b * d;
        let r2 = a * f + b * e + c * d + a * d;

        Self::new([r0, r1, r2])
    }
}

/// XField * BField means scalar multiplication of the
/// BFieldElement onto each coefficient of the XField.
impl Mul<BFieldElement> for XFieldElement {
    type Output = Self;

    #[inline]
    fn mul(self, other: BFieldElement) -> Self {
        let coefficients = self.coefficients.map(|c| c * other);
        Self { coefficients }
    }
}

impl Mul<XFieldElement> for BFieldElement {
    type Output = XFieldElement;

    #[inline]
    fn mul(self, other: XFieldElement) -> XFieldElement {
        let coefficients = other.coefficients.map(|c| c * self);
        XFieldElement { coefficients }
    }
}

impl Neg for XFieldElement {
    type Output = Self;

    #[inline]
    fn neg(self) -> Self {
        let coefficients = self.coefficients.map(Neg::neg);
        Self { coefficients }
    }
}

impl Sub<XFieldElement> for XFieldElement {
    type Output = Self;

    #[inline]
    fn sub(self, other: Self) -> Self {
        self + (-other)
    }
}

impl Sub<BFieldElement> for XFieldElement {
    type Output = Self;

    #[inline]
    fn sub(self, other: BFieldElement) -> Self {
        self + (-other)
    }
}

impl Sub<XFieldElement> for BFieldElement {
    type Output = XFieldElement;

    #[inline]
    fn sub(self, other: XFieldElement) -> XFieldElement {
        self + (-other)
    }
}

impl AddAssign<XFieldElement> for XFieldElement {
    #[inline]
    fn add_assign(&mut self, rhs: Self) {
        self.coefficients[0] += rhs.coefficients[0];
        self.coefficients[1] += rhs.coefficients[1];
        self.coefficients[2] += rhs.coefficients[2];
    }
}

impl AddAssign<BFieldElement> for XFieldElement {
    #[inline]
    fn add_assign(&mut self, rhs: BFieldElement) {
        self.coefficients[0] += rhs;
    }
}

impl MulAssign<XFieldElement> for XFieldElement {
    #[inline]
    fn mul_assign(&mut self, rhs: Self) {
        *self = *self * rhs;
    }
}

impl MulAssign<BFieldElement> for XFieldElement {
    #[inline]
    fn mul_assign(&mut self, rhs: BFieldElement) {
        *self = *self * rhs;
    }
}

impl SubAssign<XFieldElement> for XFieldElement {
    #[inline]
    fn sub_assign(&mut self, rhs: Self) {
        self.coefficients[0] -= rhs.coefficients[0];
        self.coefficients[1] -= rhs.coefficients[1];
        self.coefficients[2] -= rhs.coefficients[2];
    }
}

impl SubAssign<BFieldElement> for XFieldElement {
    #[inline]
    fn sub_assign(&mut self, rhs: BFieldElement) {
        self.coefficients[0] -= rhs;
    }
}

impl Div for XFieldElement {
    type Output = Self;

    #[expect(clippy::suspicious_arithmetic_impl)]
    fn div(self, other: Self) -> Self {
        self * other.inverse()
    }
}

impl ModPowU64 for XFieldElement {
    #[inline]
    fn mod_pow_u64(&self, exponent: u64) -> Self {
        let mut x = *self;
        let mut result = Self::one();
        let mut i = exponent;

        while i > 0 {
            if i & 1 == 1 {
                result *= x;
            }

            x *= x;
            i >>= 1;
        }

        result
    }
}

impl ModPowU32 for XFieldElement {
    #[inline]
    fn mod_pow_u32(&self, exp: u32) -> Self {
        self.mod_pow_u64(exp as u64)
    }
}

#[cfg(test)]
#[cfg_attr(coverage_nightly, coverage(off))]
mod tests {
    use itertools::Itertools;
    use itertools::izip;
    use num_traits::ConstOne;
    use proptest::collection::vec;
    use proptest::prelude::*;
    use proptest_arbitrary_adapter::arb;

    use super::*;
    use crate::bfe;
    use crate::math::b_field_element::*;
    use crate::math::ntt::intt;
    use crate::math::ntt::ntt;
    use crate::math::other::random_elements;
    use crate::tests::proptest;
    use crate::tests::test;

    impl proptest::arbitrary::Arbitrary for XFieldElement {
        type Parameters = ();

        fn arbitrary_with(_: Self::Parameters) -> Self::Strategy {
            arb().boxed()
        }

        type Strategy = BoxedStrategy<Self>;
    }

    #[macro_rules_attr::apply(test)]
    fn display_is_as_expected() {
        assert_eq!("42_xfe", xfe!(42).to_string());
        assert_eq!("(3·x² + 2·x + 1)", xfe!([1, 2, 3]).to_string());
    }

    #[macro_rules_attr::apply(test)]
    fn one_zero_test() {
        let one = XFieldElement::one();
        assert!(one.is_one());
        assert!(one.coefficients[0].is_one());
        assert!(one.coefficients[1].is_zero());
        assert!(one.coefficients[2].is_zero());
        assert_eq!(one, XFieldElement::ONE);
        let zero = XFieldElement::zero();
        assert!(zero.is_zero());
        assert!(zero.coefficients[0].is_zero());
        assert!(zero.coefficients[1].is_zero());
        assert!(zero.coefficients[2].is_zero());
        assert_eq!(zero, XFieldElement::ZERO);
        let two = XFieldElement::new([
            BFieldElement::new(2),
            BFieldElement::ZERO,
            BFieldElement::ZERO,
        ]);
        assert!(!two.is_one());
        assert!(!zero.is_one());
        let one_as_constant_term_0 = XFieldElement::new([
            BFieldElement::new(1),
            BFieldElement::ONE,
            BFieldElement::ZERO,
        ]);
        let one_as_constant_term_1 = XFieldElement::new([
            BFieldElement::new(1),
            BFieldElement::ZERO,
            BFieldElement::ONE,
        ]);
        assert!(!one_as_constant_term_0.is_one());
        assert!(!one_as_constant_term_1.is_one());
        assert!(!one_as_constant_term_0.is_zero());
        assert!(!one_as_constant_term_1.is_zero());
    }

    #[macro_rules_attr::apply(test)]
    fn x_field_random_element_generation_test() {
        let rand_xs: Vec<XFieldElement> = random_elements(14);
        assert_eq!(14, rand_xs.len());

        // TODO: Consider doing a statistical test.
        assert!(rand_xs.into_iter().all_unique());
    }

    #[macro_rules_attr::apply(proptest)]
    fn unlifting_random_xfe_doesnt_work(xfe: XFieldElement) {
        prop_assert!(xfe.unlift().is_none());
    }

    #[macro_rules_attr::apply(test)]
    fn summing_gives_expected_result() {
        let empty_sum = [].into_iter().sum();
        assert_eq!(XFieldElement::ZERO, empty_sum);

        let a = xfe!([1, 0, 0]);
        let b = xfe!([0, 2, 0]);
        let c = xfe!([0, 0, 3]);
        let d = xfe!([40, 50, 60]);
        let sum = [a, b, c, d].into_iter().sum();

        assert_eq!(xfe!([41, 52, 63]), sum);
    }

    #[macro_rules_attr::apply(proptest)]
    fn bfe_vector_of_correct_length_can_become_xfe(
        #[strategy(vec(arb(), EXTENSION_DEGREE))] bfes: Vec<BFieldElement>,
    ) {
        prop_assert!(XFieldElement::try_from(bfes).is_ok());
    }

    #[macro_rules_attr::apply(proptest)]
    fn bfe_vector_of_incorrect_length_cannot_become_xfe(
        #[filter(#bfes.len() != EXTENSION_DEGREE)] bfes: Vec<BFieldElement>,
    ) {
        prop_assert!(XFieldElement::try_from(bfes).is_err());
    }

    /// To be removed once [XFieldElement::increment] and
    /// [XFieldElement::decrement] are gone.
    #[macro_rules_attr::apply(test)]
    #[expect(deprecated)]
    fn incr_decr_test() {
        let one_const = XFieldElement::new([1, 0, 0].map(BFieldElement::new));
        let two_const = XFieldElement::new([2, 0, 0].map(BFieldElement::new));
        let one_x = XFieldElement::new([0, 1, 0].map(BFieldElement::new));
        let two_x = XFieldElement::new([0, 2, 0].map(BFieldElement::new));
        let one_x_squared = XFieldElement::new([0, 0, 1].map(BFieldElement::new));
        let two_x_squared = XFieldElement::new([0, 0, 2].map(BFieldElement::new));
        let max_const = XFieldElement::new([BFieldElement::MAX, 0, 0].map(BFieldElement::new));
        let max_x = XFieldElement::new([0, BFieldElement::MAX, 0].map(BFieldElement::new));
        let max_x_squared = XFieldElement::new([0, 0, BFieldElement::MAX].map(BFieldElement::new));
        let mut val = XFieldElement::ZERO;
        val.increment(0);
        assert!(val.is_one());
        val.increment(0);
        assert_eq!(two_const, val);
        val.decrement(0);
        assert!(val.is_one());
        val.decrement(0);
        assert!(val.is_zero());
        val.decrement(0);
        assert_eq!(max_const, val);
        val.decrement(0);
        assert_eq!(max_const - XFieldElement::ONE, val);
        val.decrement(0);
        assert_eq!(max_const - XFieldElement::ONE - XFieldElement::ONE, val);
        val.increment(0);
        val.increment(0);
        val.increment(0);
        assert!(val.is_zero());
        val.increment(1);
        assert_eq!(one_x, val);
        val.increment(1);
        assert_eq!(two_x, val);
        val.decrement(1);
        val.decrement(1);
        assert!(val.is_zero());
        val.decrement(1);
        assert_eq!(max_x, val);
        val.increment(1);
        val.increment(2);
        assert_eq!(one_x_squared, val);
        val.increment(2);
        assert_eq!(two_x_squared, val);
        val.decrement(2);
        val.decrement(2);
        assert!(val.is_zero());
        val.decrement(2);
        assert_eq!(max_x_squared, val);
        val.decrement(1);
        val.decrement(0);
        assert_eq!(max_x_squared + max_x + max_const, val);
        val.decrement(2);
        val.decrement(1);
        val.decrement(0);
        assert_eq!(
            max_x_squared + max_x + max_const - one_const - one_x - one_x_squared,
            val
        );
    }

    #[macro_rules_attr::apply(test)]
    fn x_field_add_test() {
        let poly1 = XFieldElement::new([2, 0, 0].map(BFieldElement::new));
        let poly2 = XFieldElement::new([3, 0, 0].map(BFieldElement::new));

        let mut poly_sum = XFieldElement::new([5, 0, 0].map(BFieldElement::new));
        assert_eq!(poly_sum, poly1 + poly2);

        let poly3 = XFieldElement::new([0, 5, 0].map(BFieldElement::new));
        let poly4 = XFieldElement::new([0, 7, 0].map(BFieldElement::new));

        poly_sum = XFieldElement::new([0, 12, 0].map(BFieldElement::new));
        assert_eq!(poly_sum, poly3 + poly4);

        let poly5 = XFieldElement::new([0, 0, 14].map(BFieldElement::new));
        let poly6 = XFieldElement::new([0, 0, 23].map(BFieldElement::new));

        poly_sum = XFieldElement::new([0, 0, 37].map(BFieldElement::new));
        assert_eq!(poly_sum, poly5 + poly6);

        let poly7 = XFieldElement::new([0, 0, BFieldElement::MAX].map(BFieldElement::new));
        let poly8 = XFieldElement::new([0, 0, 23].map(BFieldElement::new));

        poly_sum = XFieldElement::new([0, 0, 22].map(BFieldElement::new));
        assert_eq!(poly_sum, poly7 + poly8);

        let poly9 = XFieldElement::new([BFieldElement::MAX - 2, 12, 4].map(BFieldElement::new));
        let poly10 = XFieldElement::new([2, 45000, BFieldElement::MAX - 3].map(BFieldElement::new));

        poly_sum = XFieldElement::new([BFieldElement::MAX, 45012, 0].map(BFieldElement::new));
        assert_eq!(poly_sum, poly9 + poly10);
    }

    #[macro_rules_attr::apply(test)]
    fn x_field_sub_test() {
        let poly1 = XFieldElement::new([2, 0, 0].map(BFieldElement::new));
        let poly2 = XFieldElement::new([3, 0, 0].map(BFieldElement::new));

        let mut poly_diff = XFieldElement::new([1, 0, 0].map(BFieldElement::new));
        assert_eq!(poly_diff, poly2 - poly1);

        let poly3 = XFieldElement::new([0, 5, 0].map(BFieldElement::new));
        let poly4 = XFieldElement::new([0, 7, 0].map(BFieldElement::new));

        poly_diff = XFieldElement::new([0, 2, 0].map(BFieldElement::new));
        assert_eq!(poly_diff, poly4 - poly3);

        let poly5 = XFieldElement::new([0, 0, 14].map(BFieldElement::new));
        let poly6 = XFieldElement::new([0, 0, 23].map(BFieldElement::new));

        poly_diff = XFieldElement::new([0, 0, 9].map(BFieldElement::new));
        assert_eq!(poly_diff, poly6 - poly5);

        let poly7 = XFieldElement::new([0, 0, BFieldElement::MAX].map(BFieldElement::new));
        let poly8 = XFieldElement::new([0, 0, 23].map(BFieldElement::new));

        poly_diff = XFieldElement::new([0, 0, 24].map(BFieldElement::new));
        assert_eq!(poly_diff, poly8 - poly7);

        let poly9 = XFieldElement::new([BFieldElement::MAX - 2, 12, 4].map(BFieldElement::new));
        let poly10 = XFieldElement::new([2, 45000, BFieldElement::MAX - 3].map(BFieldElement::new));

        poly_diff = XFieldElement::new([5, 44988, BFieldElement::MAX - 7].map(BFieldElement::new));
        assert_eq!(poly_diff, poly10 - poly9);
    }

    #[macro_rules_attr::apply(test)]
    fn x_field_mul_test() {
        let poly1 = XFieldElement::new([2, 0, 0].map(BFieldElement::new));
        let poly2 = XFieldElement::new([3, 0, 0].map(BFieldElement::new));

        let poly12_product = XFieldElement::new([6, 0, 0].map(BFieldElement::new));
        assert_eq!(poly12_product, poly1 * poly2);

        let poly3 = XFieldElement::new([0, 3, 0].map(BFieldElement::new));
        let poly4 = XFieldElement::new([0, 3, 0].map(BFieldElement::new));

        let poly34_product = XFieldElement::new([0, 0, 9].map(BFieldElement::new));
        assert_eq!(poly34_product, poly3 * poly4);

        let poly5 = XFieldElement::new([125, 0, 0].map(BFieldElement::new));
        let poly6 = XFieldElement::new([0, 0, 5].map(BFieldElement::new));

        let poly56_product = XFieldElement::new([0, 0, 625].map(BFieldElement::new));
        assert_eq!(poly56_product, poly5 * poly6);

        // x^2 * x^2 = x^4 = x^2 - x mod (x^3 - x + 1)
        let poly7 = XFieldElement::new([0, 0, 1].map(BFieldElement::new));
        let poly8 = XFieldElement::new([0, 0, 1].map(BFieldElement::new));

        let poly78_product = XFieldElement::new([0, BFieldElement::MAX, 1].map(BFieldElement::new));
        assert_eq!(poly78_product, poly7 * poly8);

        // x^2 * x = x^3 = x - 1 mod (x^3 - x + 1)
        let poly9 = XFieldElement::new([0, 1, 0].map(BFieldElement::new));
        let poly10 = XFieldElement::new([0, 0, 1].map(BFieldElement::new));

        let poly910_product =
            XFieldElement::new([BFieldElement::MAX, 1, 0].map(BFieldElement::new));
        assert_eq!(poly910_product, poly9 * poly10);

        // (13+2x+3x2)(19+5x2) = 247+122x^2+38x+10x^3+15x^4
        let poly11 = XFieldElement::new([13, 2, 3].map(BFieldElement::new));
        let poly12 = XFieldElement::new([19, 0, 5].map(BFieldElement::new));

        let poly1112_product = XFieldElement::new([237, 33, 137].map(BFieldElement::new));
        assert_eq!(poly1112_product, poly11 * poly12);
    }

    #[macro_rules_attr::apply(test)]
    fn x_field_overloaded_arithmetic_test() {
        let mut rng = rand::rng();
        for _ in 0..100 {
            let xfe = rng.random::<XFieldElement>();
            let bfe = rng.random::<BFieldElement>();

            // 1. xfe + bfe.lift() = bfe.lift() + xfe
            // 2. xfe + bfe = xfe + bfe.lift()
            // 3. bfe + xfe = xfe + bfe.lift()
            let expected_add = xfe + bfe.lift();
            assert_eq!(expected_add, bfe.lift() + xfe);
            assert_eq!(expected_add, xfe + bfe);
            assert_eq!(expected_add, bfe + xfe);

            // 4. xfe * bfe.lift() = bfe.lift() * xfe
            // 5. xfe * bfe = xfe * bfe.lift()
            // 6. bfe * xfe = xfe * bfe.lift()
            let expected_mul = xfe * bfe.lift();
            assert_eq!(expected_mul, bfe.lift() * xfe);
            assert_eq!(expected_mul, xfe * bfe);
            assert_eq!(expected_mul, bfe * xfe);

            // 7. xfe - bfe = xfe - bfe.lift()
            // 8. bfe - xfe = xfe - bfe.lift()
            assert_eq!(xfe - bfe.lift(), xfe - bfe);
            assert_eq!(bfe.lift() - xfe, bfe - xfe);
        }
    }

    #[macro_rules_attr::apply(test)]
    fn x_field_into_test() {
        let zero_poly: XFieldElement = Polynomial::<BFieldElement>::new(vec![]).into();
        assert!(zero_poly.is_zero());

        let shah_zero: XFieldElement = XFieldElement::shah_polynomial().into();
        assert!(shah_zero.is_zero());

        let neg_shah_zero: XFieldElement =
            XFieldElement::shah_polynomial().scalar_mul(bfe!(-1)).into();
        assert!(neg_shah_zero.is_zero());
    }

    #[macro_rules_attr::apply(test)]
    fn x_field_xgcp_test() {
        // Verify expected properties of XGCP: symmetry and that gcd is always
        // one. gcd is always one for all field elements.
        let one = XFieldElement::new([1, 0, 0].map(BFieldElement::new));
        let two = XFieldElement::new([2, 0, 0].map(BFieldElement::new));
        let hundred = XFieldElement::new([100, 0, 0].map(BFieldElement::new));
        let x = XFieldElement::new([0, 1, 0].map(BFieldElement::new));
        let x_squared = XFieldElement::new([0, 0, 1].map(BFieldElement::new));
        let one_one_one = XFieldElement::new([1, 1, 1].map(BFieldElement::new));
        let complex0 = XFieldElement::new([450, 967, 21444444201].map(BFieldElement::new));
        let complex1 = XFieldElement::new([456230, 0, 4563210789].map(BFieldElement::new));
        let complex2 = XFieldElement::new([0, 96701, 456703214].map(BFieldElement::new));
        let complex3 = XFieldElement::new([124504, 9654677, 0].map(BFieldElement::new));
        let complex4 = XFieldElement::new(
            [BFieldElement::MAX, BFieldElement::MAX, BFieldElement::MAX].map(BFieldElement::new),
        );
        let complex5 =
            XFieldElement::new([0, BFieldElement::MAX, BFieldElement::MAX].map(BFieldElement::new));
        let complex6 =
            XFieldElement::new([BFieldElement::MAX, 0, BFieldElement::MAX].map(BFieldElement::new));
        let complex7 =
            XFieldElement::new([BFieldElement::MAX, BFieldElement::MAX, 0].map(BFieldElement::new));

        let x_field_elements = vec![
            one,
            two,
            hundred,
            x,
            x_squared,
            one_one_one,
            complex0,
            complex1,
            complex2,
            complex3,
            complex4,
            complex5,
            complex6,
            complex7,
        ];
        for x_field_element in x_field_elements.iter() {
            let x_field_element_poly: Polynomial<BFieldElement> = (*x_field_element).into();
            // XGCP for x
            let (gcd_0, a_0, b_0) = Polynomial::xgcd(
                x_field_element_poly.clone(),
                XFieldElement::shah_polynomial(),
            );
            let (gcd_1, b_1, a_1) =
                Polynomial::xgcd(XFieldElement::shah_polynomial(), (*x_field_element).into());

            // Verify symmetry, and that all elements are mutual primes, meaning that
            // they form a field
            assert!(gcd_0.is_one());
            assert!(gcd_1.is_one());
            assert_eq!(a_0, a_1);
            assert_eq!(b_0, b_1);

            // Verify Bezout relations: ax + by = gcd
            assert_eq!(
                gcd_0,
                a_0 * x_field_element_poly + b_0 * XFieldElement::shah_polynomial()
            );
        }
    }

    #[macro_rules_attr::apply(test)]
    fn x_field_inv_test() {
        let one = XFieldElement::new([1, 0, 0].map(BFieldElement::new));
        let one_inv = one.inverse();
        assert!((one_inv * one).is_one());
        assert!((one * one_inv).is_one());

        let two = XFieldElement::new([2, 0, 0].map(BFieldElement::new));
        let two_inv = two.inverse();
        assert!((two_inv * two).is_one());
        assert!((two * two_inv).is_one());

        let three = XFieldElement::new([3, 0, 0].map(BFieldElement::new));
        let three_inv = three.inverse();
        assert!((three_inv * three).is_one());
        assert!((three * three_inv).is_one());

        let hundred = XFieldElement::new([100, 0, 0].map(BFieldElement::new));
        let hundred_inv = hundred.inverse();
        assert!((hundred_inv * hundred).is_one());
        assert!((hundred * hundred_inv).is_one());

        let x = XFieldElement::new([0, 1, 0].map(BFieldElement::new));
        let x_inv = x.inverse();
        assert!((x_inv * x).is_one());
        assert!((x * x_inv).is_one());

        // Test batch inversion
        let mut inverses = XFieldElement::batch_inversion(vec![]);
        assert!(inverses.is_empty());
        inverses = XFieldElement::batch_inversion(vec![one]);
        assert_eq!(1, inverses.len());
        assert!(inverses[0].is_one());
        inverses = XFieldElement::batch_inversion(vec![two]);
        assert_eq!(1, inverses.len());
        assert_eq!(two_inv, inverses[0]);
        inverses = XFieldElement::batch_inversion(vec![x]);
        assert_eq!(1, inverses.len());
        assert_eq!(x_inv, inverses[0]);
        inverses = XFieldElement::batch_inversion(vec![two, x]);
        assert_eq!(2, inverses.len());
        assert_eq!(two_inv, inverses[0]);
        assert_eq!(x_inv, inverses[1]);

        let input = vec![one, two, three, hundred, x];
        inverses = XFieldElement::batch_inversion(input.clone());
        let inverses_inverses = XFieldElement::batch_inversion(inverses.clone());
        assert_eq!(input.len(), inverses.len());
        for i in 0..input.len() {
            assert!((inverses[i] * input[i]).is_one());
            assert_eq!(input[i], inverses_inverses[i]);
        }
    }

    #[macro_rules_attr::apply(proptest)]
    fn field_element_inversion(
        #[filter(!#x.is_zero())] x: XFieldElement,
        #[filter(!#disturbance.is_zero())]
        #[filter(#x != #disturbance)]
        disturbance: XFieldElement,
    ) {
        let not_x = x - disturbance;
        prop_assert_eq!(XFieldElement::ONE, x * x.inverse());
        prop_assert_eq!(XFieldElement::ONE, not_x * not_x.inverse());
        prop_assert_ne!(XFieldElement::ONE, x * not_x.inverse());
    }

    #[macro_rules_attr::apply(proptest)]
    fn field_element_batch_inversion(
        #[filter(!#xs.iter().any(|x| x.is_zero()))] xs: Vec<XFieldElement>,
    ) {
        let inverses = XFieldElement::batch_inversion(xs.clone());
        for (x, inv) in xs.into_iter().zip(inverses) {
            prop_assert_eq!(XFieldElement::ONE, x * inv);
        }
    }

    #[macro_rules_attr::apply(test)]
    fn mul_xfe_with_bfe_pbt() {
        let test_iterations = 100;
        let rands_x: Vec<XFieldElement> = random_elements(test_iterations);
        let rands_b: Vec<BFieldElement> = random_elements(test_iterations);
        for (mut x, b) in izip!(rands_x, rands_b) {
            let res_mul = x * b;
            assert_eq!(res_mul.coefficients[0], x.coefficients[0] * b);
            assert_eq!(res_mul.coefficients[1], x.coefficients[1] * b);
            assert_eq!(res_mul.coefficients[2], x.coefficients[2] * b);

            // Also verify that the `MulAssign` implementation agrees with the `Mul` implementation
            x *= b;
            let res_mul_assign = x;
            assert_eq!(res_mul, res_mul_assign);
        }
    }

    #[macro_rules_attr::apply(proptest(cases = 1_000))]
    fn x_field_division_mul_pbt(a: XFieldElement, b: XFieldElement) {
        let a_b = a * b;
        let b_a = b * a;
        prop_assert_eq!(a_b, b_a);
        prop_assert_eq!(a_b / b, a);
        prop_assert_eq!(a_b / a, b);
        prop_assert_eq!(a * a, a.square());

        // Test the add/sub/mul assign operators
        let mut a_minus_b = a;
        a_minus_b -= b;
        prop_assert_eq!(a - b, a_minus_b);

        let mut a_plus_b = a;
        a_plus_b += b;
        prop_assert_eq!(a + b, a_plus_b);

        let mut a_mul_b = a;
        a_mul_b *= b;
        prop_assert_eq!(a * b, a_mul_b);

        // Test the add/sub/mul assign operators, when the higher coefficients are zero.
        // Also tests add/sub/mul operators and add/sub/mul assign operators when RHS has
        // the type of B field element. And add/sub/mul operators when LHS is a B-field
        // element and RHS is an X-field element.
        // mul-assign `*=`
        let b_field_b = XFieldElement::new_const(b.coefficients[0]);
        let mut a_mul_b_field_b_as_x = a;
        a_mul_b_field_b_as_x *= b_field_b;
        prop_assert_eq!(a * b_field_b, a_mul_b_field_b_as_x);
        prop_assert_eq!(a, a_mul_b_field_b_as_x / b_field_b);
        prop_assert_eq!(b_field_b, a_mul_b_field_b_as_x / a);
        prop_assert_eq!(a_mul_b_field_b_as_x, a * b.coefficients[0]);
        prop_assert_eq!(a_mul_b_field_b_as_x, b.coefficients[0] * a);
        let mut a_mul_b_field_b_as_b = a;
        a_mul_b_field_b_as_b *= b.coefficients[0];
        prop_assert_eq!(a_mul_b_field_b_as_b, a_mul_b_field_b_as_x);

        // `+=`
        let mut a_plus_b_field_b_as_x = a;
        a_plus_b_field_b_as_x += b_field_b;
        prop_assert_eq!(a + b_field_b, a_plus_b_field_b_as_x);
        prop_assert_eq!(a, a_plus_b_field_b_as_x - b_field_b);
        prop_assert_eq!(b_field_b, a_plus_b_field_b_as_x - a);
        prop_assert_eq!(a_plus_b_field_b_as_x, a + b.coefficients[0]);
        prop_assert_eq!(a_plus_b_field_b_as_x, b.coefficients[0] + a);
        let mut a_plus_b_field_b_as_b = a;
        a_plus_b_field_b_as_b += b.coefficients[0];
        prop_assert_eq!(a_plus_b_field_b_as_b, a_plus_b_field_b_as_x);

        // `-=`
        let mut a_minus_b_field_b_as_x = a;
        a_minus_b_field_b_as_x -= b_field_b;
        prop_assert_eq!(a - b_field_b, a_minus_b_field_b_as_x);
        prop_assert_eq!(a, a_minus_b_field_b_as_x + b_field_b);
        prop_assert_eq!(-b_field_b, a_minus_b_field_b_as_x - a);
        prop_assert_eq!(a_minus_b_field_b_as_x, a - b.coefficients[0]);
        prop_assert_eq!(-a_minus_b_field_b_as_x, b.coefficients[0] - a);
        let mut a_minus_b_field_b_as_b = a;
        a_minus_b_field_b_as_b -= b.coefficients[0];
        prop_assert_eq!(a_minus_b_field_b_as_b, a_minus_b_field_b_as_x);
    }

    #[macro_rules_attr::apply(test)]
    fn xfe_mod_pow_zero() {
        assert!(XFieldElement::ZERO.mod_pow_u32(0).is_one());
        assert!(XFieldElement::ZERO.mod_pow_u64(0).is_one());
        assert!(XFieldElement::ONE.mod_pow_u32(0).is_one());
        assert!(XFieldElement::ONE.mod_pow_u64(0).is_one());
    }

    #[macro_rules_attr::apply(proptest)]
    fn xfe_mod_pow(base: XFieldElement, #[strategy(0_u32..200)] exponent: u32) {
        let mut acc = XFieldElement::ONE;
        for i in 0..exponent {
            assert_eq!(acc, base.mod_pow_u32(i));
            acc *= base;
        }
    }

    #[macro_rules_attr::apply(test)]
    fn xfe_mod_pow_static() {
        let three_to_the_n = |n| xfe!(3).mod_pow_u64(n);
        let actual = [0, 1, 2, 3, 4, 5].map(three_to_the_n);
        let expected = xfe_array![1, 3, 9, 27, 81, 243];
        assert_eq!(expected, actual);
    }

    #[macro_rules_attr::apply(proptest(cases = 100))]
    fn xfe_intt_is_inverse_of_xfe_ntt(
        #[strategy(1..=11)]
        #[map(|log| 1_usize << log)]
        _num_inputs: usize,
        #[strategy(vec(arb(), #_num_inputs))] inputs: Vec<XFieldElement>,
    ) {
        let mut rv = inputs.clone();
        ntt::<XFieldElement>(&mut rv);
        intt::<XFieldElement>(&mut rv);
        prop_assert_eq!(inputs, rv);
    }

    #[macro_rules_attr::apply(proptest(cases = 40))]
    fn xfe_ntt_corresponds_to_polynomial_evaluation(
        #[strategy(1..=11)]
        #[map(|log_2| 1_u64 << log_2)]
        root_order: u64,
        #[strategy(vec(arb(), #root_order as usize))] inputs: Vec<XFieldElement>,
    ) {
        let root = XFieldElement::primitive_root_of_unity(root_order).unwrap();
        let mut rv = inputs.clone();
        ntt::<XFieldElement>(&mut rv);

        let poly = Polynomial::new(inputs);
        let domain = root.get_cyclic_group_elements(None);
        let evaluations = poly.batch_evaluate(&domain);
        prop_assert_eq!(evaluations, rv);
    }

    #[macro_rules_attr::apply(test)]
    fn inverse_or_zero_of_zero_is_zero() {
        let zero = XFieldElement::ZERO;
        assert_eq!(zero, zero.inverse_or_zero());
    }

    #[macro_rules_attr::apply(proptest)]
    fn inverse_or_zero_of_non_zero_is_inverse(#[filter(!#xfe.is_zero())] xfe: XFieldElement) {
        let inv = xfe.inverse_or_zero();
        prop_assert_ne!(XFieldElement::ZERO, inv);
        prop_assert_eq!(XFieldElement::ONE, xfe * inv);
    }

    #[macro_rules_attr::apply(test)]
    #[should_panic(expected = "Cannot invert the zero element in the extension field.")]
    fn multiplicative_inverse_of_zero() {
        let zero = XFieldElement::ZERO;
        let _ = zero.inverse();
    }

    #[macro_rules_attr::apply(proptest)]
    fn xfe_to_digest_to_xfe_is_invariant(xfe: XFieldElement) {
        let digest: Digest = xfe.into();
        let xfe2: XFieldElement = digest.try_into().unwrap();
        assert_eq!(xfe, xfe2);
    }

    #[macro_rules_attr::apply(proptest)]
    fn converting_random_digest_to_xfield_element_fails(digest: Digest) {
        if XFieldElement::try_from(digest).is_ok() {
            let reason = "Should not be able to convert random `Digest` to an `XFieldElement`.";
            return Err(TestCaseError::Fail(reason.into()));
        }
    }

    #[macro_rules_attr::apply(test)]
    fn xfe_macro_can_be_used() {
        let x = xfe!(42);
        let _ = xfe!(42u32);
        let _ = xfe!(-1);
        let _ = xfe!(x);
        let _ = xfe!([x.coefficients[0], x.coefficients[1], x.coefficients[2]]);
        let y = xfe!(bfe!(42));
        assert_eq!(x, y);

        let a = xfe!([bfe!(42), bfe!(43), bfe!(44)]);
        let b = xfe!([42, 43, 44]);
        assert_eq!(a, b);

        let m: [XFieldElement; 3] = xfe_array![[1, 2, 3], [4, 5, 6], [7, 8, 9]];
        let n: Vec<XFieldElement> = xfe_vec![[1, 2, 3], [4, 5, 6], [7, 8, 9]];
        assert_eq!(m.to_vec(), n);
    }

    #[macro_rules_attr::apply(proptest)]
    fn xfe_macro_produces_same_result_as_calling_new(coeffs: [BFieldElement; EXTENSION_DEGREE]) {
        let xfe = XFieldElement::new(coeffs);
        prop_assert_eq!(xfe, xfe!(coeffs));
    }

    #[macro_rules_attr::apply(proptest)]
    fn xfe_macro_produces_same_result_as_calling_new_const(scalar: BFieldElement) {
        let xfe = XFieldElement::new_const(scalar);
        prop_assert_eq!(xfe, xfe!(scalar));
    }

    #[macro_rules_attr::apply(proptest)]
    fn as_flat_slice_produces_expected_slices(xfes: Vec<XFieldElement>) {
        let bfes = xfes.iter().flat_map(|&x| x.coefficients).collect_vec();
        prop_assert_eq!(&bfes, as_flat_slice(&xfes));
    }
}