mathverse-core 0.1.3

MathVerse core: numeric traits, errors, constants, precision utilities, generic operations, common algorithms
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
//! Numeric abstraction traits.
//!
//! Every `MathVerse` crate is generic over these traits. The hierarchy is:
//!
//! ```text
//!                         ┌─────────┐
//!                         │   Num   │   Integer + Float
//!                         └────┬────┘
//!                              │
//!                     ┌────────┴────────┐
//!                     │                 │
//!                ┌────┴────┐     ┌─────┴─────┐
//!                │ Signed  │     │ Unsigned* │  (*marker, not enforced)
//!                └────┬────┘     └───────────┘
//!                     │
//!            ┌────────┴────────┐
//!            │                 │
//!       ┌────┴────┐     ┌──────┴──────┐
//!       │  Field  │     │   (marker)  │
//!       └────┬────┘     └─────────────┘
//!            │
//!       ┌────┴──────────────────────────────────┐
//!       │                Real                   │  core: conversion, powers, rounding
//!       └────┬────────┬─────────┬───────┬───────┘
//!            │        │         │       │       │
//!   Transcendental  Trig  Hyperbolic  FloatOps  FloatClass
//!            │        │         │       │       │
//!       └────┴────────┴─────────┴───────┴───────┘
//!                          │
//!                    ┌─────┴─────┐
//!                    │ RealFull  │  backward-compat supertrait
//!                    └───────────┘
//! ```

use core::fmt::Debug;
use core::ops::{Add, Div, Mul, Neg, Rem, Sub};

/// Foundation: anything that can add, subtract, multiply, and has 0/1.
pub trait Num:
    Copy + PartialEq + Debug + Add<Output = Self> + Sub<Output = Self> + Mul<Output = Self>
{
    /// Additive identity.
    fn zero() -> Self;
    /// Multiplicative identity.
    fn one() -> Self;
    /// Convert from a signed integer (lossy for floats below 2^53).
    fn from_i64(v: i64) -> Self;
}

/// Signed numbers: negation, absolute value, sign.
pub trait Signed: Num + Neg<Output = Self> + PartialOrd {
    /// Absolute value.
    fn abs(self) -> Self;
    /// -1, 0, or +1.
    fn signum(self) -> Self;
    /// Returns `true` if the number is negative.
    fn is_negative(self) -> bool;
}

/// Division ring: everything [`Num`] is, plus division and reciprocal.
pub trait Field: Num + Div<Output = Self> + Rem<Output = Self> {
    /// Divide self by other.
    fn div(self, other: Self) -> Self;
    /// `1 / self`.
    fn reciprocal(self) -> Self;
}

/// Core real number operations: conversion, powers, rounding, min/max.
///
/// Implemented for `f32` and `f64`. This is the minimal trait bound needed
/// by most generic math code.
pub trait Real: Num + Signed + Div<Output = Self> + Rem<Output = Self> + PartialOrd {
    /// Convert from `f64`.
    fn from_f64(v: f64) -> Self;
    /// Convert to `f64`.
    fn to_f64(self) -> f64;
    /// Machine epsilon for this type.
    fn epsilon() -> Self;

    /// Square root.
    fn sqrt(self) -> Self;
    /// Cube root.
    fn cbrt(self) -> Self;
    /// Raise to a floating-point power.
    fn powf(self, e: Self) -> Self;
    /// Raise to an integer power.
    fn powi(self, e: i32) -> Self;
    /// Reciprocal: `1 / self`.
    fn recip(self) -> Self;

    /// Floor: largest integer <= self.
    fn floor(self) -> Self;
    /// Ceiling: smallest integer >= self.
    fn ceil(self) -> Self;
    /// Round to nearest integer.
    fn round(self) -> Self;
    /// Truncate toward zero.
    fn trunc(self) -> Self;
    /// Fractional part: `self - floor(self)`.
    fn fract(self) -> Self;

    /// Copy the sign of `other` to the magnitude of `self`.
    fn copysign(self, other: Self) -> Self;
    /// `max(self - other, 0)`.
    fn abs_sub(self, other: Self) -> Self;

    /// Minimum of self and other.
    fn min(self, other: Self) -> Self;
    /// Maximum of self and other.
    fn max(self, other: Self) -> Self;
}

/// Transcendental functions: exp, log, and their variants.
pub trait Transcendental: Real {
    /// `e^self`.
    fn exp(self) -> Self;
    /// `e^self - 1`, accurate for small `self`.
    fn exp_m1(self) -> Self;
    /// Natural logarithm.
    fn ln(self) -> Self;
    /// `ln(1 + self)`, accurate for small `self`.
    fn ln_1p(self) -> Self;
    /// Logarithm with arbitrary base.
    fn log(self, base: Self) -> Self;
    /// Log base 10.
    fn log10(self) -> Self;
    /// Log base 2.
    fn log2(self) -> Self;
}

/// Trigonometric functions (radians).
pub trait Trig: Real {
    /// Sine.
    fn sin(self) -> Self;
    /// Cosine.
    fn cos(self) -> Self;
    /// Tangent.
    fn tan(self) -> Self;
    /// Arcsine.
    fn asin(self) -> Self;
    /// Arccosine.
    fn acos(self) -> Self;
    /// Arctangent.
    fn atan(self) -> Self;
    /// Two-argument arctangent: `atan(self / other)`.
    fn atan2(self, other: Self) -> Self;
    /// Sine and cosine simultaneously.
    fn sin_cos(self) -> (Self, Self);
    /// Hypotenuse: `sqrt(self^2 + other^2)`.
    fn hypot(self, other: Self) -> Self;
}

/// Hyperbolic functions.
pub trait Hyperbolic: Real {
    /// Hyperbolic sine.
    fn sinh(self) -> Self;
    /// Hyperbolic cosine.
    fn cosh(self) -> Self;
    /// Hyperbolic tangent.
    fn tanh(self) -> Self;
    /// Inverse hyperbolic sine.
    fn asinh(self) -> Self;
    /// Inverse hyperbolic cosine.
    fn acosh(self) -> Self;
    /// Inverse hyperbolic tangent.
    fn atanh(self) -> Self;
}

/// Floating-point classification.
pub trait FloatClass: Real {
    /// Returns `true` if self is neither infinite nor NaN.
    fn is_finite(self) -> bool;
    /// Returns `true` if self is NaN.
    fn is_nan(self) -> bool;
    /// Returns `true` if self is positive or negative infinity.
    fn is_infinite(self) -> bool;
    /// Returns `true` if self is neither zero, infinite, subnormal, nor NaN.
    fn is_normal(self) -> bool;
    /// Returns `true` if self is subnormal (denormal).
    fn is_subnormal(self) -> bool;
    /// Returns `true` if the sign bit is negative.
    fn is_sign_negative(self) -> bool;
    /// Returns `true` if the sign bit is positive (or zero).
    fn is_sign_positive(self) -> bool;
}

/// Backward-compat supertrait combining all sub-traits.
///
/// Prefer using specific sub-traits (`Trig`, `Hyperbolic`, etc.) in new code.
pub trait RealFull:
    Real + Transcendental + Trig + Hyperbolic + FloatClass
{
}
impl<T: Real + Transcendental + Trig + Hyperbolic + FloatClass> RealFull for T {}

/// Normed type: has an absolute value satisfying the triangle inequality.
///
/// `norm(x) >= 0`, `norm(x) == 0` iff `x == 0`, `norm(x + y) <= norm(x) + norm(y)`.
pub trait Normed: Signed {
    /// The norm (absolute value) of this value.
    fn norm(self) -> Self;
}

macro_rules! impl_num_int {
    ($($t:ty),* $(,)?) => {$(
        impl Num for $t {
            fn zero() -> Self { 0 }
            fn one() -> Self { 1 }
            fn from_i64(v: i64) -> Self { v as $t }
        }
    )*};
}
impl_num_int!(i8, i16, i32, i64, isize, u8, u16, u32, u64, usize);

macro_rules! impl_num_float {
    ($($t:ty),* $(,)?) => {$(
        impl Num for $t {
            fn zero() -> Self { 0.0 }
            fn one() -> Self { 1.0 }
            fn from_i64(v: i64) -> Self { v as $t }
        }
    )*};
}
impl_num_float!(f32, f64);

macro_rules! impl_signed_int {
    ($($t:ty),* $(,)?) => {$(
        impl Signed for $t {
            fn abs(self) -> Self { self.abs() }
            fn signum(self) -> Self { self.signum() }
            fn is_negative(self) -> bool { self < 0 }
        }
    )*};
}
impl_signed_int!(i8, i16, i32, i64, isize);

macro_rules! impl_signed_float {
    ($($t:ty),* $(,)?) => {$(
        impl Signed for $t {
            fn abs(self) -> Self { self.abs() }
            fn signum(self) -> Self { self.signum() }
            fn is_negative(self) -> bool { self.is_sign_negative() }
        }
    )*};
}
impl_signed_float!(f32, f64);

macro_rules! impl_field_float {
    ($($t:ty),* $(,)?) => {$(
        impl Field for $t {
            fn div(self, other: Self) -> Self { self / other }
            fn reciprocal(self) -> Self { 1.0 / self }
        }
    )*};
}
impl_field_float!(f32, f64);

#[cfg(feature = "std")]
macro_rules! impl_real_core {
    ($($t:ty),* $(,)?) => {$(
        impl Real for $t {
            fn from_f64(v: f64) -> Self { v as $t }
            fn to_f64(self) -> f64 { f64::from(self) }
            fn epsilon() -> Self { Self::from_f64($crate::precision::EPS) }
            fn sqrt(self) -> Self { self.sqrt() }
            fn cbrt(self) -> Self { self.cbrt() }
            fn powf(self, e: Self) -> Self { self.powf(e) }
            fn powi(self, e: i32) -> Self { self.powi(e) }
            fn recip(self) -> Self { self.recip() }
            fn floor(self) -> Self { self.floor() }
            fn ceil(self) -> Self { self.ceil() }
            fn round(self) -> Self { self.round() }
            fn trunc(self) -> Self { self.trunc() }
            fn fract(self) -> Self { self.fract() }
            fn copysign(self, other: Self) -> Self { self.copysign(other) }
            fn abs_sub(self, other: Self) -> Self { (self - other).max(Self::zero()) }
            fn min(self, other: Self) -> Self { self.min(other) }
            fn max(self, other: Self) -> Self { self.max(other) }
        }
    )*};
}

#[cfg(feature = "std")]
macro_rules! impl_transcendental {
    ($($t:ty),* $(,)?) => {$(
        impl Transcendental for $t {
            fn exp(self) -> Self { self.exp() }
            fn exp_m1(self) -> Self { self.exp_m1() }
            fn ln(self) -> Self { self.ln() }
            fn ln_1p(self) -> Self { self.ln_1p() }
            fn log(self, base: Self) -> Self { self.log(base) }
            fn log10(self) -> Self { self.log10() }
            fn log2(self) -> Self { self.log2() }
        }
    )*};
}

#[cfg(feature = "std")]
macro_rules! impl_trig {
    ($($t:ty),* $(,)?) => {$(
        impl Trig for $t {
            fn sin(self) -> Self { self.sin() }
            fn cos(self) -> Self { self.cos() }
            fn tan(self) -> Self { self.tan() }
            fn asin(self) -> Self { self.asin() }
            fn acos(self) -> Self { self.acos() }
            fn atan(self) -> Self { self.atan() }
            fn atan2(self, other: Self) -> Self { self.atan2(other) }
            fn sin_cos(self) -> (Self, Self) { self.sin_cos() }
            fn hypot(self, other: Self) -> Self { self.hypot(other) }
        }
    )*};
}

#[cfg(feature = "std")]
macro_rules! impl_hyperbolic {
    ($($t:ty),* $(,)?) => {$(
        impl Hyperbolic for $t {
            fn sinh(self) -> Self { self.sinh() }
            fn cosh(self) -> Self { self.cosh() }
            fn tanh(self) -> Self { self.tanh() }
            fn asinh(self) -> Self { self.asinh() }
            fn acosh(self) -> Self { self.acosh() }
            fn atanh(self) -> Self { self.atanh() }
        }
    )*};
}

#[cfg(feature = "std")]
macro_rules! impl_float_class {
    ($($t:ty),* $(,)?) => {$(
        impl FloatClass for $t {
            fn is_finite(self) -> bool { self.is_finite() }
            fn is_nan(self) -> bool { self.is_nan() }
            fn is_infinite(self) -> bool { self.is_infinite() }
            fn is_normal(self) -> bool { self.is_normal() }
            fn is_subnormal(self) -> bool { self.is_subnormal() }
            fn is_sign_negative(self) -> bool { self.is_sign_negative() }
            fn is_sign_positive(self) -> bool { self.is_sign_positive() }
        }
    )*};
}

// std impl: uses hardware-accelerated float methods
#[cfg(feature = "std")]
mod real_impls {
    use super::{Num, Real, Transcendental, Trig, Hyperbolic, FloatClass};
    impl_real_core!(f32, f64);
    impl_transcendental!(f32, f64);
    impl_trig!(f32, f64);
    impl_hyperbolic!(f32, f64);
    impl_float_class!(f32, f64);
}

// no_std + libm impl: uses libm software implementations
#[cfg(all(not(feature = "std"), feature = "libm"))]
mod real_impls {
    use super::{Num, Real, Transcendental, Trig, Hyperbolic, FloatClass};

    macro_rules! impl_real_core_libm {
        ($($t:ty),* $(,)?) => {$(
            impl Real for $t {
                fn from_f64(v: f64) -> Self { v as $t }
                fn to_f64(self) -> f64 { f64::from(self) }
                fn epsilon() -> Self { Self::from_f64($crate::precision::EPS) }
                fn sqrt(self) -> Self { crate::libm_fallback::sqrt(self as f64) as $t }
                fn cbrt(self) -> Self { crate::libm_fallback::cbrt(self as f64) as $t }
                fn powf(self, e: Self) -> Self { crate::libm_fallback::powf(self as f64, e as f64) as $t }
                fn powi(self, e: i32) -> Self { crate::libm_fallback::powi(self as f64, e) as $t }
                fn recip(self) -> Self { 1.0 / self }
                fn floor(self) -> Self { crate::libm_fallback::floor(self as f64) as $t }
                fn ceil(self) -> Self { crate::libm_fallback::ceil(self as f64) as $t }
                fn round(self) -> Self { crate::libm_fallback::round(self as f64) as $t }
                fn trunc(self) -> Self { crate::libm_fallback::trunc(self as f64) as $t }
                fn fract(self) -> Self { self - crate::libm_fallback::floor(self as f64) as $t }
                fn copysign(self, other: Self) -> Self {
                    if other.is_sign_negative() { -self.abs() } else { self.abs() }
                }
                fn abs_sub(self, other: Self) -> Self { (self - other).max(Self::zero()) }
                fn min(self, other: Self) -> Self { if self < other { self } else { other } }
                fn max(self, other: Self) -> Self { if self > other { self } else { other } }
            }
        )*};
    }

    macro_rules! impl_transcendental_libm {
        ($($t:ty),* $(,)?) => {$(
            impl Transcendental for $t {
                fn exp(self) -> Self { crate::libm_fallback::exp(self as f64) as $t }
                fn exp_m1(self) -> Self { crate::libm_fallback::exp_m1(self as f64) as $t }
                fn ln(self) -> Self { crate::libm_fallback::ln(self as f64) as $t }
                fn ln_1p(self) -> Self { crate::libm_fallback::ln_1p(self as f64) as $t }
                fn log(self, base: Self) -> Self { crate::libm_fallback::log(self as f64, base as f64) as $t }
                fn log10(self) -> Self { crate::libm_fallback::log10(self as f64) as $t }
                fn log2(self) -> Self { crate::libm_fallback::log2(self as f64) as $t }
            }
        )*};
    }

    macro_rules! impl_trig_libm {
        ($($t:ty),* $(,)?) => {$(
            impl Trig for $t {
                fn sin(self) -> Self { crate::libm_fallback::sin(self as f64) as $t }
                fn cos(self) -> Self { crate::libm_fallback::cos(self as f64) as $t }
                fn tan(self) -> Self { crate::libm_fallback::tan(self as f64) as $t }
                fn asin(self) -> Self { crate::libm_fallback::asin(self as f64) as $t }
                fn acos(self) -> Self { crate::libm_fallback::acos(self as f64) as $t }
                fn atan(self) -> Self { crate::libm_fallback::atan(self as f64) as $t }
                fn atan2(self, other: Self) -> Self { crate::libm_fallback::atan2(self as f64, other as f64) as $t }
                fn sin_cos(self) -> (Self, Self) {
                    let (s, c) = crate::libm_fallback::sin_cos(self as f64);
                    (s as $t, c as $t)
                }
                fn hypot(self, other: Self) -> Self { crate::libm_fallback::hypot(self as f64, other as f64) as $t }
            }
        )*};
    }

    macro_rules! impl_hyperbolic_libm {
        ($($t:ty),* $(,)?) => {$(
            impl Hyperbolic for $t {
                fn sinh(self) -> Self { crate::libm_fallback::sinh(self as f64) as $t }
                fn cosh(self) -> Self { crate::libm_fallback::cosh(self as f64) as $t }
                fn tanh(self) -> Self { crate::libm_fallback::tanh(self as f64) as $t }
                fn asinh(self) -> Self { crate::libm_fallback::asinh(self as f64) as $t }
                fn acosh(self) -> Self { crate::libm_fallback::acosh(self as f64) as $t }
                fn atanh(self) -> Self { crate::libm_fallback::atanh(self as f64) as $t }
            }
        )*};
    }

    macro_rules! impl_float_class_libm {
        ($($t:ty),* $(,)?) => {$(
            impl FloatClass for $t {
                fn is_finite(self) -> bool { self.is_finite() }
                fn is_nan(self) -> bool { self.is_nan() }
                fn is_infinite(self) -> bool { self.is_infinite() }
                fn is_normal(self) -> bool { self.is_normal() }
                fn is_subnormal(self) -> bool { self.is_finite() && self != 0.0 && self.abs() < Self::MIN_POSITIVE }
                fn is_sign_negative(self) -> bool { self.is_sign_negative() }
                fn is_sign_positive(self) -> bool { self.is_sign_positive() }
            }
        )*};
    }

    impl_real_core_libm!(f32, f64);
    impl_transcendental_libm!(f32, f64);
    impl_trig_libm!(f32, f64);
    impl_hyperbolic_libm!(f32, f64);
    impl_float_class_libm!(f32, f64);
}

impl Normed for f32 {
    fn norm(self) -> Self {
        self.abs()
    }
}
impl Normed for f64 {
    fn norm(self) -> Self {
        self.abs()
    }
}
impl Normed for i8 {
    fn norm(self) -> Self {
        self.abs()
    }
}
impl Normed for i16 {
    fn norm(self) -> Self {
        self.abs()
    }
}
impl Normed for i32 {
    fn norm(self) -> Self {
        self.abs()
    }
}
impl Normed for i64 {
    fn norm(self) -> Self {
        self.abs()
    }
}
impl Normed for isize {
    fn norm(self) -> Self {
        self.abs()
    }
}

#[cfg(test)]
#[allow(clippy::suboptimal_flops, clippy::imprecise_flops)]
mod tests {
    use super::{Field, Num, Real};

    #[test]
    fn identity_laws() {
        for a in 0..100i64 {
            assert_eq!(a + <i64 as Num>::zero(), a);
            assert_eq!(a * <i64 as Num>::one(), a);
        }
    }

    #[test]
    fn signed_abs() {
        assert_eq!((-5i32).abs(), 5);
        assert_eq!((-2.5f64).abs(), 2.5);
        assert_eq!((-2.5f64).signum(), -1.0);
    }

    #[test]
    fn real_ops() {
        let x = 9.0f64;
        assert_eq!(x.sqrt(), 3.0);
        assert_eq!(x.cbrt(), 2.080083823051904);
        assert_eq!(x.powi(2), 81.0);
        assert_eq!(x.powf(0.5), 3.0);
        assert_eq!(x.ln(), 2.0 * 3.0f64.ln());
        assert!((1.0f64.sin().powi(2) + 1.0f64.cos().powi(2) - 1.0).abs() < 1e-12);
        assert!((0.5f64.asin() - 0.5f64.asin()).abs() < 1e-12);
        assert!((0.5f64.acos() - 0.5f64.acos()).abs() < 1e-12);
        assert!((1.0f64.atan() - core::f64::consts::FRAC_PI_4).abs() < 1e-12);
        assert!((1.0f64.atan2(1.0) - core::f64::consts::FRAC_PI_4).abs() < 1e-12);
        assert!((1.0f64.cosh().powi(2) - 1.0f64.sinh().powi(2) - 1.0).abs() < 1e-12);
        assert!((0.5f64.tanh() - 0.5f64.tanh()).abs() < 1e-12);
        assert!((1.0f64.asinh() - 1.0f64.asinh()).abs() < 1e-12);
        assert!((0.001f64.exp_m1() - (0.001f64.exp() - 1.0)).abs() < 1e-15);
        assert!((0.001f64.ln_1p() - 0.001f64.ln_1p()).abs() < 1e-15);
        let (s, c) = 0.0f64.sin_cos();
        assert!((s - 0.0f64.sin()).abs() < 1e-15);
        assert!((c - 0.0f64.cos()).abs() < 1e-15);
        assert!((3.0f64.hypot(4.0) - 5.0).abs() < 1e-12);
        assert_eq!(3.0f64.copysign(-1.0), -3.0);
        assert_eq!(Real::abs_sub(5.0f64, 3.0), 2.0);
        assert_eq!(Real::abs_sub(4.0f64, 5.0), 0.0);
        assert_eq!(4.0f64.recip(), 0.25);
        assert!((8.0f64.log2() - 3.0).abs() < 1e-12);
        assert_eq!(2.7f64.trunc(), 2.0);
        assert!((2.7f64.fract() - 0.7).abs() < 1e-12);
        assert_eq!((-2.5f64).signum(), -1.0);
        assert!(1.0f64.is_normal());
        assert!(!0.0f64.is_normal());
        assert!(1.0f64.is_sign_positive());
        assert!((-0.0f64).is_sign_negative());
    }

    #[test]
    fn field_reciprocal() {
        assert_eq!(4.0f64.reciprocal(), 0.25);
        assert_eq!(Field::div(10.0f32, 4.0), 2.5);
    }
}