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
// Copyright 2014-2020 Optimal Computing (NZ) Ltd.
// Licensed under the MIT license.  See LICENSE for details.

#[cfg(feature="num_traits")]
use num_traits::NumCast;

/// A trait for floating point numbers which computes the number of representable
/// values or ULPs (Units of Least Precision) that separate the two given values.
#[cfg(feature="num_traits")]
pub trait Ulps {
    type U: Copy + NumCast;

    /// The number of representable values or ULPs (Units of Least Precision) that
    /// separate `self` and `other`.  The result `U` is an integral value, and will
    /// be zero if `self` and `other` are exactly equal.
    fn ulps(&self, other: &Self) -> <Self as Ulps>::U;

    /// The next representable number above this one
    fn next(&self) -> Self;

    /// The previous representable number below this one
    fn prev(&self) -> Self;
}

#[cfg(not(feature="num_traits"))]
pub trait Ulps {
    type U: Copy;

    /// The number of representable values or ULPs (Units of Least Precision) that
    /// separate `self` and `other`.  The result `U` is an integral value, and will
    /// be zero if `self` and `other` are exactly equal.
    fn ulps(&self, other: &Self) -> <Self as Ulps>::U;

    /// The next representable number above this one
    fn next(&self) -> Self;

    /// The previous representable number below this one
    fn prev(&self) -> Self;
}

impl Ulps for f32 {
    type U = i32;

    fn ulps(&self, other: &f32) -> i32 {

        // IEEE754 defined floating point storage representation to
        // maintain their order when their bit patterns are interpreted as
        // integers.  This is a huge boon to the task at hand, as we can
        // reinterpret them as integers to find out how many ULPs apart any
        // two floats are

        // Setup integer representations of the input
        let ai32: i32 = self.to_bits() as i32;
        let bi32: i32 = other.to_bits() as i32;

        ai32.wrapping_sub(bi32)
    }

    fn next(&self) -> Self {
        if self.is_infinite() && *self > 0.0 {
            *self
        } else if *self == -0.0 && self.is_sign_negative() {
            0.0
        } else {
            let mut u = self.to_bits();
            if *self >= 0.0 {
                u += 1;
            } else {
                u -= 1;
            }
            f32::from_bits(u)
        }
    }

    fn prev(&self) -> Self {
        if self.is_infinite() && *self < 0.0 {
            *self
        } else if *self == 0.0 && self.is_sign_positive() {
            -0.0
        } else {
            let mut u = self.to_bits();
            if *self <= -0.0 {
                u += 1;
            } else {
                u -= 1;
            }
            f32::from_bits(u)
        }
    }
}

#[test]
fn f32_ulps_test1() {
    let x: f32 = 1000000_f32;
    let y: f32 = 1000000.1_f32;
    assert!(x.ulps(&y) == -2);
}

#[test]
fn f32_ulps_test2() {
    let pzero: f32 = f32::from_bits(0x00000000_u32);
    let nzero: f32 = f32::from_bits(0x80000000_u32);
    assert!(pzero.ulps(&nzero) == -2147483648);
}
#[test]
fn f32_ulps_test3() {
    let pinf: f32 = f32::from_bits(0x7f800000_u32);
    let ninf: f32 = f32::from_bits(0xff800000_u32);
    assert!(pinf.ulps(&ninf) == -2147483648);
}

#[test]
fn f32_ulps_test4() {
    let x: f32 = f32::from_bits(0x63a7f026_u32);
    let y: f32 = f32::from_bits(0x63a7f023_u32);
    assert!(x.ulps(&y) == 3);
}

#[test]
fn f32_ulps_test5() {
    let x: f32 = 2.0;
    let ulps: i32 = x.to_bits() as i32;
    let x2: f32 = <f32>::from_bits(ulps as u32);
    assert_eq!(x, x2);
}

#[test]
fn f32_ulps_test6() {
    let negzero: f32 = -0.;
    let zero: f32 = 0.;
    assert_eq!(negzero.next(), zero);
    assert_eq!(zero.prev(), negzero);
    assert!(negzero.prev() < 0.0);
    assert!(zero.next() > 0.0);
}

impl Ulps for f64 {
    type U = i64;

    fn ulps(&self, other: &f64) -> i64 {

        // IEEE754 defined floating point storage representation to
        // maintain their order when their bit patterns are interpreted as
        // integers.  This is a huge boon to the task at hand, as we can
        // reinterpret them as integers to find out how many ULPs apart any
        // two floats are

        // Setup integer representations of the input
        let ai64: i64 = self.to_bits() as i64;
        let bi64: i64 = other.to_bits() as i64;

        ai64.wrapping_sub(bi64)
    }

    fn next(&self) -> Self {
        if self.is_infinite() && *self > 0.0 {
            *self
        } else if *self == -0.0 && self.is_sign_negative() {
            0.0
        } else {
            let mut u = self.to_bits();
            if *self >= 0.0 {
                u += 1;
            } else {
                u -= 1;
            }
            f64::from_bits(u)
        }
    }

    fn prev(&self) -> Self {
        if self.is_infinite() && *self < 0.0 {
            *self
        } else if *self == 0.0 && self.is_sign_positive() {
            -0.0
        } else {
            let mut u = self.to_bits();
            if *self <= -0.0 {
                u += 1;
            } else {
                u -= 1;
            }
            f64::from_bits(u)
        }
    }
}

#[test]
fn f64_ulps_test1() {
    let x: f64 = 1000000_f64;
    let y: f64 = 1000000.00000001_f64;
    assert!(x.ulps(&y) == -86);
}

#[test]
fn f64_ulps_test2() {
    let pzero: f64 = f64::from_bits(0x0000000000000000_u64);
    let nzero: f64 = f64::from_bits(0x8000000000000000_u64);
    assert!(pzero.ulps(&nzero) == -9223372036854775808i64);
}
#[test]
fn f64_ulps_test3() {
    let pinf: f64 = f64::from_bits(0x7f80000000000000_u64);
    let ninf: f64 = f64::from_bits(0xff80000000000000_u64);
    assert!(pinf.ulps(&ninf) == -9223372036854775808i64);
}

#[test]
fn f64_ulps_test4() {
    let x: f64 = f64::from_bits(0xd017f6cc63a7f026_u64);
    let y: f64 = f64::from_bits(0xd017f6cc63a7f023_u64);
    assert!(x.ulps(&y) == 3);
}

#[test]
fn f64_ulps_test5() {
    let x: f64 = 2.0;
    let ulps: i64 = x.to_bits() as i64;
    let x2: f64 = <f64>::from_bits(ulps as u64);
    assert_eq!(x, x2);
}

#[test]
fn f64_ulps_test6() {
    let negzero: f64 = -0.;
    let zero: f64 = 0.;
    assert_eq!(negzero.next(), zero);
    assert_eq!(zero.prev(), negzero);
    assert!(negzero.prev() < 0.0);
    assert!(zero.next() > 0.0);
}