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
//! This library provides a utility for approximating large numbers by
//!  calculating the number of bits needed to store a number
//! (similar to determining the exponent in mathematics).
//! The algorithm determines the maximum value that can be represented using
//! this bit length, and then finds the nearest percentage value that can
//!  approximately match the original number. This approximation reduces the
//!  size of the number, while retaining enough information for practical use.

use num_traits::{CheckedShl, PrimInt};
use std::marker::PhantomData;
use std::ops::{Add, Div, Mul, Rem, Sub};

pub trait SpecialBytes: PrimInt + Default + CheckedShl {
    fn bits() -> u8;
}

#[derive(Debug, Clone, Copy, Hash, PartialEq, Eq)]
/// The structure stores the resulting number
/// in a compressed format from which an approximated number can be obtained
pub struct SmallValue<T: SpecialBytes> {
    min_bits: u8,
    percent: u8,
    flag: bool,
    _phantom: PhantomData<T>,
}

macro_rules! impl_default_bits {
    ($($t:ty => $b:expr),*) => {
        $(
            impl SpecialBytes for $t {
                fn bits() -> u8 {
                    $b
                }
            }
        )*
    };
}

impl_default_bits! {
    u32 => 32,
    u64 => 64,
    u128 => 128,
    i32 => 32,
    i64 => 64,
    i128 => 128
}

impl<T: SpecialBytes> SmallValue<T> {
    // Calculate the number of bits required to represent a number.
    fn bit_size(number: T) -> u8 {
        (number == T::zero()).then_some(1).unwrap_or_else(|| {
            T::bits().saturating_sub(if number < T::zero() {
                (!number).leading_zeros()
            } else {
                number.leading_zeros()
            } as u8)
        })
    }

    // Calculate the maximum value that can be represented using a given number of bits.
    fn bit_pow(power: u8) -> T {
        if power >= T::bits() {
            T::max_value()
        } else {
            match T::one().checked_shl(power.into()) {
                Some(shifted) => shifted.checked_sub(&T::one()).unwrap_or(T::max_value()),
                None => T::max_value(),
            }
        }
    }

    // Calculate the approximate value based on a percentage.
    fn calculate_part_from_percentage(percentage: u8, total: T) -> T {
        let total_f32 = match total.to_f32() {
            Some(value) => value,
            None => return T::zero(),
        };

        match T::from(total_f32 * (percentage as f32 / 100.0)) {
            Some(value) => value,
            None => T::zero(),
        }
    }
}

impl<T: SpecialBytes> SmallValue<T> {
    /// Create a new instance of SmallValue.
    ///
    /// ---
    /// You can use `Into` to convert a number to a `SmallValue`.
    /// ### Example
    /// ```rust
    /// let value: SmallValue<i32> = 123.into();
    /// ```
    ///
    /// ---
    /// after creation, the number can be represented in a smaller
    /// representation `(min_bits: u8, percent:u8, flag: bool)` (use `into`)
    /// ### Example
    /// ```rust
    /// let tuple: (u8, u8, bool) = small_value.into();
    /// // and the reverse operation
    /// let tuple = (8, 50, false);
    /// let small_value: SmallValue<u32> = tuple.into();
    /// ```
    pub fn new(number: T) -> Self {
        let min_bits = Self::bit_size(number);

        let (abs_number, flag) = if number < T::zero() {
            if T::min_value() == number {
                return Self {
                    min_bits,
                    percent: 99,
                    flag: true,
                    _phantom: PhantomData,
                };
            }
            (T::zero() - number, true)
        } else {
            (number, false)
        };

        let mut percent = 99;

        while percent > 1 {
            let approx = Self::calculate_part_from_percentage(percent, Self::bit_pow(min_bits));
            if abs_number > approx {
                return Self {
                    min_bits,
                    percent: if flag {
                        percent.saturating_add(1)
                    } else {
                        percent
                    },
                    flag,
                    _phantom: PhantomData,
                };
            }
            percent -= 1;
        }

        Self {
            min_bits,
            percent: 1,
            flag,
            _phantom: PhantomData,
        }
    }

    /// Returns the approximate value of the number.
    /// The approximate number will always be lower than the original one, with the exception of only the number 0
    ///
    /// ### Example
    /// ```rust
    /// let big_value: u128 = 8838183818381831838138182391233;
    /// let small_value = SmallValue::new(big_value);
    /// let approx = small_value.approximate();
    /// // ---- stdout ----
    /// // The raw value: (103, 87, false)
    /// // The original value:    8838183818381831838138182391233
    /// // The approximate value: 8822848225945509419002221297664
    /// ```
    pub fn approximate(&self) -> T {
        let abs_value =
            Self::calculate_part_from_percentage(self.percent, Self::bit_pow(self.min_bits));

        if self.flag {
            T::zero() - abs_value
        } else {
            abs_value
        }
    }

    /// Returns the minimum number of bits required to represent the number.
    #[cfg(not(tarpaulin_include))]
    pub fn min_bits(&self) -> u8 {
        self.min_bits
    }

    /// This percentage is derived from the maximum value of the bit representation
    #[cfg(not(tarpaulin_include))]
    pub fn percent(&self) -> u8 {
        self.percent
    }

    /// Returns the flag that indicates whether the number is negative.
    #[cfg(not(tarpaulin_include))]
    pub fn flag(&self) -> bool {
        self.flag
    }
}

#[cfg(not(tarpaulin_include))]
impl<T: SpecialBytes> std::fmt::Display for SmallValue<T> {
    fn fmt(&self, f: &mut std::fmt::Formatter<'_>) -> std::fmt::Result {
        write!(
            f,
            "Exponent: {}, Percentage: {}",
            self.min_bits, self.percent
        )
    }
}

#[cfg(not(tarpaulin_include))]
impl<T: SpecialBytes> Default for SmallValue<T> {
    fn default() -> Self {
        Self::new(T::default())
    }
}

impl<T: SpecialBytes> PartialOrd for SmallValue<T> {
    fn partial_cmp(&self, other: &Self) -> Option<std::cmp::Ordering> {
        Some(self.cmp(other))
    }
}

impl<T: SpecialBytes> Ord for SmallValue<T> {
    fn cmp(&self, other: &Self) -> std::cmp::Ordering {
        self.approximate().cmp(&other.approximate())
    }
}

impl<T: SpecialBytes> From<(u8, u8, bool)> for SmallValue<T> {
    fn from((min_bits, percent, flag): (u8, u8, bool)) -> Self {
        Self {
            min_bits,
            percent,
            flag,
            _phantom: PhantomData,
        }
    }
}

impl<T: SpecialBytes> From<SmallValue<T>> for (u8, u8, bool) {
    fn from(value: SmallValue<T>) -> Self {
        (value.min_bits, value.percent, value.flag)
    }
}

impl<T: SpecialBytes> From<T> for SmallValue<T> {
    fn from(number: T) -> Self {
        Self::new(number)
    }
}

impl<T: SpecialBytes> Add for SmallValue<T> {
    type Output = SmallValue<T>;

    fn add(self, rhs: Self) -> Self::Output {
        let result = self.approximate() + rhs.approximate();
        SmallValue::new(result)
    }
}

impl<T: SpecialBytes> Sub for SmallValue<T> {
    type Output = SmallValue<T>;

    fn sub(self, rhs: Self) -> Self::Output {
        let result = self.approximate() - rhs.approximate();
        SmallValue::new(result)
    }
}

impl<T: SpecialBytes> Mul for SmallValue<T> {
    type Output = SmallValue<T>;

    fn mul(self, rhs: Self) -> Self::Output {
        let result = self.approximate() * rhs.approximate();
        SmallValue::new(result)
    }
}

impl<T: SpecialBytes> Div for SmallValue<T> {
    type Output = SmallValue<T>;

    fn div(self, rhs: Self) -> Self::Output {
        let result = self.approximate() / rhs.approximate();
        SmallValue::new(result)
    }
}

impl<T: SpecialBytes> Rem for SmallValue<T> {
    type Output = SmallValue<T>;

    fn rem(self, rhs: Self) -> Self::Output {
        let result = self.approximate() % rhs.approximate();
        SmallValue::new(result)
    }
}