| // Copyright 2019 The Go Authors. All rights reserved. | |
| // Use of this source code is governed by a BSD-style | |
| // license that can be found in the LICENSE file. | |
| package linalg | |
| import "math" | |
| // Numeric is type bound that matches any numeric type. | |
| // It would likely be in a constraints package in the standard library. | |
| type Numeric interface { | |
| ~int | ~int8 | ~int16 | ~int32 | ~int64 | | |
| uint | ~uint8 | ~uint16 | ~uint32 | ~uint64 | ~uintptr | | |
| float32 | ~float64 | | |
| complex64 | ~complex128 | |
| } | |
| func DotProduct[T Numeric](s1, s2 []T) T { | |
| if len(s1) != len(s2) { | |
| panic("DotProduct: slices of unequal length") | |
| } | |
| var r T | |
| for i := range s1 { | |
| r += s1[i] * s2[i] | |
| } | |
| return r | |
| } | |
| // NumericAbs matches numeric types with an Abs method. | |
| type NumericAbs[T any] interface { | |
| Numeric | |
| Abs() T | |
| } | |
| // AbsDifference computes the absolute value of the difference of | |
| // a and b, where the absolute value is determined by the Abs method. | |
| func AbsDifference[T NumericAbs[T]](a, b T) T { | |
| d := a - b | |
| return d.Abs() | |
| } | |
| // OrderedNumeric is a type bound that matches numeric types that support the < operator. | |
| type OrderedNumeric interface { | |
| ~int | ~int8 | ~int16 | ~int32 | ~int64 | | |
| uint | ~uint8 | ~uint16 | ~uint32 | ~uint64 | ~uintptr | | |
| float32 | ~float64 | |
| } | |
| // Complex is a type bound that matches the two complex types, which do not have a < operator. | |
| type Complex interface { | |
| ~complex64 | ~complex128 | |
| } | |
| // OrderedAbs is a helper type that defines an Abs method for | |
| // ordered numeric types. | |
| type OrderedAbs[T OrderedNumeric] T | |
| func (a OrderedAbs[T]) Abs() OrderedAbs[T] { | |
| if a < 0 { | |
| return -a | |
| } | |
| return a | |
| } | |
| // ComplexAbs is a helper type that defines an Abs method for | |
| // complex types. | |
| type ComplexAbs[T Complex] T | |
| func (a ComplexAbs[T]) Abs() ComplexAbs[T] { | |
| r := float64(real(a)) | |
| i := float64(imag(a)) | |
| d := math.Sqrt(r * r + i * i) | |
| return ComplexAbs[T](complex(d, 0)) | |
| } | |
| func OrderedAbsDifference[T OrderedNumeric](a, b T) T { | |
| return T(AbsDifference(OrderedAbs[T](a), OrderedAbs[T](b))) | |
| } | |
| func ComplexAbsDifference[T Complex](a, b T) T { | |
| return T(AbsDifference(ComplexAbs[T](a), ComplexAbs[T](b))) | |
| } |