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malachite_base/iterators/
bit_distributor.rs

1// Copyright © 2026 Mikhail Hogrefe
2//
3// This file is part of Malachite.
4//
5// Malachite is free software: you can redistribute it and/or modify it under the terms of the GNU
6// Lesser General Public License (LGPL) as published by the Free Software Foundation; either version
7// 3 of the License, or (at your option) any later version. See <https://www.gnu.org/licenses/>.
8
9use crate::num::basic::integers::PrimitiveInt;
10use crate::num::logic::traits::{BitConvertible, NotAssign};
11use alloc::vec::Vec;
12use core::fmt::Debug;
13
14const COUNTER_WIDTH: usize = u64::WIDTH as usize;
15
16/// This struct is used to configure [`BitDistributor`]s.
17///
18/// See the [`BitDistributor`] documentation for more.
19#[derive(Clone, Copy, Debug, Eq, Hash, PartialEq)]
20pub struct BitDistributorOutputType {
21    weight: usize, // 0 means a tiny output_type
22    max_bits: Option<usize>,
23}
24
25impl BitDistributorOutputType {
26    /// Creates a normal output with a specified weight.
27    ///
28    /// # Worst-case complexity
29    /// Constant time and additional memory.
30    ///
31    /// # Panics
32    /// Panics if `weight` is zero.
33    ///
34    /// The corresponding element grows as a power of $i$. See the [`BitDistributor`] documentation
35    /// for more.
36    pub const fn normal(weight: usize) -> Self {
37        assert!(weight != 0);
38        Self {
39            weight,
40            max_bits: None,
41        }
42    }
43
44    /// Creates a tiny output.
45    ///
46    /// # Worst-case complexity
47    /// Constant time and additional memory.
48    ///
49    /// The corresponding element grows logarithmically. See the [`BitDistributor`] documentation
50    /// for more.
51    pub const fn tiny() -> Self {
52        Self {
53            weight: 0,
54            max_bits: None,
55        }
56    }
57}
58
59/// Helps generate tuples exhaustively.
60///
61/// Think of `counter` as the bits of an integer. It's initialized to zero (all `false`s), and as
62/// it's repeatedly incremented, it eventually takes on every 64-bit value.
63///
64/// `output_types` is a list of $n$ configuration structs that, together, specify how to generate an
65/// n-element tuple of unsigned integers. Calling `get_output` repeatedly, passing in 0 through $n -
66/// 1$ as `index`, distributes the bits of `counter` into a tuple.
67///
68/// This is best shown with an example. If `output_types` is set to
69/// `[BitDistributorOutputType::normal(1); 2]`, the distributor will generate all pairs of unsigned
70/// integers. A pair may be extracted by calling `get_output(0)` and `get_output(1)`; then `counter`
71/// may be incremented to create the next pair. In this case, the pairs will be $(0, 0), (0, 1), (1,
72/// 0), (1, 1), (0, 2), (0, 3), (1, 2), (1, 3), (2, 0), (2, 1), \ldots$.
73///
74/// If you think of these pairs as coordinates in the $xy$-plane, they are traversed along a
75/// [Z-order curve](https://en.wikipedia.org/wiki/Z-order_curve). Every pair of unsigned integers
76/// will be generated exactly once.
77///
78/// In general, setting `output_types` to `[BitDistributorOutputType::normal(1); n]` will generate
79/// $n$-tuples. The elements of the tuples will be very roughly the same size, in the sense that
80/// each element will grow as $O(\sqrt\[n\]{i})$, where $i$ is the counter. Sometimes we want the
81/// elements to grow at different rates. To accomplish this, we can change the weights of the output
82/// types. For example, if we set `output_types` to `[BitDistributorOutputType::normal(1),
83/// BitDistributorOutputType::normal(2)]`, the first element of the generated pairs will grow as
84/// $O(\sqrt\[3\]{i})$ and the second as $O(i^{2/3})$. In general, if the weights are $w_0, w_1,
85/// \\ldots, w_{n-1}$, then the $k$th element of the output tuples will grow as
86/// $O(i^{w_i/\sum_{j=0}^{n-1}w_j})$.
87///
88/// Apart from creating _normal_ output types with different weights, we can create _tiny_ output
89/// types, which indicate that the corresponding tuple element should grow especially slowly. If
90/// `output_types` contains $m$ tiny output types, each tiny tuple element grows as
91/// $O(\sqrt\[m\]{\log i})$. The growth of the other elements is unaffected. Having only tiny types
92/// in `output_types` is disallowed.
93///
94/// The above discussion of growth rates assumes that `max_bits` is not specified for any output
95/// type. But if `max_bits` is set to $b$, then the corresponding element will start growing just as
96/// if `max_bits` wasn't specified, but will stop growing once it reaches $2^b-1$.
97#[derive(Clone, Debug, Eq, PartialEq, Hash)]
98pub struct BitDistributor {
99    #[cfg(feature = "test_build")]
100    pub output_types: Vec<BitDistributorOutputType>,
101    #[cfg(not(feature = "test_build"))]
102    output_types: Vec<BitDistributorOutputType>,
103    bit_map: [usize; COUNTER_WIDTH],
104    counter: [bool; COUNTER_WIDTH],
105}
106
107impl BitDistributor {
108    fn new_without_init(output_types: &[BitDistributorOutputType]) -> Self {
109        if output_types
110            .iter()
111            .all(|output_type| output_type.weight == 0)
112        {
113            panic!("All output_types cannot be tiny");
114        }
115        Self {
116            output_types: output_types.to_vec(),
117            bit_map: [0; COUNTER_WIDTH],
118            counter: [false; COUNTER_WIDTH],
119        }
120    }
121
122    /// Creates a new [`BitDistributor`].
123    ///
124    /// # Worst-case complexity
125    /// $T(n) = O(n)$
126    ///
127    /// $M(n) = O(n)$
128    ///
129    /// where $T$ is time, $M$ is additional memory, and $n$ is `output_types.len()`.
130    ///
131    /// # Examples
132    /// ```
133    /// use malachite_base::iterators::bit_distributor::{
134    ///     BitDistributor, BitDistributorOutputType,
135    /// };
136    ///
137    /// BitDistributor::new(&[
138    ///     BitDistributorOutputType::normal(2),
139    ///     BitDistributorOutputType::tiny(),
140    /// ]);
141    /// ```
142    pub fn new(output_types: &[BitDistributorOutputType]) -> Self {
143        let mut distributor = Self::new_without_init(output_types);
144        distributor.update_bit_map();
145        distributor
146    }
147
148    /// Returns a reference to the internal bit map as a slice.
149    ///
150    /// The bit map determines which output gets each bit of the counter. For example, if the bit
151    /// map is $[0, 1, 0, 1, 0, 1, \ldots]$, then the first element of the output pair gets the bits
152    /// with indices $0, 2, 4, \ldots$ and the second element gets the bits with indices $1, 3, 5,
153    /// \ldots$.
154    ///
155    /// # Worst-case complexity
156    /// Constant time and additional memory.
157    ///
158    /// # Examples
159    /// ```
160    /// use malachite_base::iterators::bit_distributor::{
161    ///     BitDistributor, BitDistributorOutputType,
162    /// };
163    ///
164    /// let bd = BitDistributor::new(&[
165    ///     BitDistributorOutputType::normal(2),
166    ///     BitDistributorOutputType::tiny(),
167    /// ]);
168    /// assert_eq!(
169    ///     bd.bit_map_as_slice(),
170    ///     &[
171    ///         1, 1, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
172    ///         0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
173    ///         0, 0, 0, 0, 0, 0, 0, 1
174    ///     ][..]
175    /// );
176    /// ```
177    #[inline]
178    pub fn bit_map_as_slice(&self) -> &[usize] {
179        self.bit_map.as_ref()
180    }
181
182    fn update_bit_map(&mut self) {
183        let (mut normal_output_type_indices, mut tiny_output_type_indices): (
184            Vec<usize>,
185            Vec<usize>,
186        ) = (0..self.output_types.len()).partition(|&i| self.output_types[i].weight != 0);
187        let mut normal_output_types_bits_used = vec![0; normal_output_type_indices.len()];
188        let mut tiny_output_types_bits_used = vec![0; tiny_output_type_indices.len()];
189        let mut ni = normal_output_type_indices.len() - 1;
190        let mut ti = tiny_output_type_indices.len().saturating_sub(1);
191        let mut weight_counter = self.output_types[normal_output_type_indices[ni]].weight;
192        for i in 0..COUNTER_WIDTH {
193            let use_normal_output_type = !normal_output_type_indices.is_empty()
194                && (tiny_output_type_indices.is_empty() || !usize::is_power_of_two(i + 1));
195            if use_normal_output_type {
196                self.bit_map[i] = normal_output_type_indices[ni];
197                let output_type = self.output_types[normal_output_type_indices[ni]];
198                normal_output_types_bits_used[ni] += 1;
199                weight_counter -= 1;
200                if output_type.max_bits == Some(normal_output_types_bits_used[ni]) {
201                    normal_output_type_indices.remove(ni);
202                    normal_output_types_bits_used.remove(ni);
203                    if normal_output_type_indices.is_empty() {
204                        continue;
205                    }
206                    weight_counter = 0;
207                }
208                if weight_counter == 0 {
209                    if ni == 0 {
210                        ni = normal_output_type_indices.len() - 1;
211                    } else {
212                        ni -= 1;
213                    }
214                    weight_counter = self.output_types[normal_output_type_indices[ni]].weight;
215                }
216            } else {
217                if tiny_output_type_indices.is_empty() {
218                    self.bit_map[i] = usize::MAX;
219                    continue;
220                }
221                self.bit_map[i] = tiny_output_type_indices[ti];
222                let output_type = self.output_types[tiny_output_type_indices[ti]];
223                tiny_output_types_bits_used[ti] += 1;
224                if output_type.max_bits == Some(tiny_output_types_bits_used[ti]) {
225                    tiny_output_type_indices.remove(ti);
226                    tiny_output_types_bits_used.remove(ti);
227                    if tiny_output_type_indices.is_empty() {
228                        continue;
229                    }
230                }
231                if ti == 0 {
232                    ti = tiny_output_type_indices.len() - 1;
233                } else {
234                    ti -= 1;
235                }
236            }
237        }
238    }
239
240    /// Sets the maximum bits for several outputs.
241    ///
242    /// Given slice of output indices, sets the maximum bits for each of the outputs and rebuilds
243    /// the bit map.
244    ///
245    /// # Worst-case complexity
246    /// $T(n) = O(n)$
247    ///
248    /// $M(n) = O(1)$
249    ///
250    /// where $T$ is time, $M$ is additional memory, and $n$ is `output_type_indices.len()`.
251    ///
252    /// # Panics
253    /// Panics if `max_bits` is 0 or if any index is greater than or equal to
254    /// `self.output_types.len()`.
255    ///
256    /// # Examples
257    /// ```
258    /// use malachite_base::iterators::bit_distributor::{
259    ///     BitDistributor, BitDistributorOutputType,
260    /// };
261    ///
262    /// let mut bd = BitDistributor::new(&[BitDistributorOutputType::normal(2); 3]);
263    /// assert_eq!(
264    ///     bd.bit_map_as_slice(),
265    ///     &[
266    ///         2, 2, 1, 1, 0, 0, 2, 2, 1, 1, 0, 0, 2, 2, 1, 1, 0, 0, 2, 2, 1, 1, 0, 0, 2, 2, 1, 1,
267    ///         0, 0, 2, 2, 1, 1, 0, 0, 2, 2, 1, 1, 0, 0, 2, 2, 1, 1, 0, 0, 2, 2, 1, 1, 0, 0, 2, 2,
268    ///         1, 1, 0, 0, 2, 2, 1, 1
269    ///     ][..]
270    /// );
271    ///
272    /// bd.set_max_bits(&[0, 2], 5);
273    /// assert_eq!(
274    ///     bd.bit_map_as_slice(),
275    ///     &[
276    ///         2, 2, 1, 1, 0, 0, 2, 2, 1, 1, 0, 0, 2, 1, 1, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,
277    ///         1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1,
278    ///         1, 1, 1, 1, 1, 1, 1, 1
279    ///     ][..]
280    /// );
281    /// ```
282    pub fn set_max_bits(&mut self, output_type_indices: &[usize], max_bits: usize) {
283        assert_ne!(max_bits, 0);
284        for &index in output_type_indices {
285            self.output_types[index].max_bits = Some(max_bits);
286        }
287        self.update_bit_map();
288    }
289
290    /// Increments the counter in preparation for a new set of outputs.
291    ///
292    /// If the counter is incremented $2^{64}$ times, it rolls back to 0.
293    ///
294    /// # Worst-case complexity
295    /// Constant time and additional memory.
296    ///
297    /// # Examples
298    /// ```
299    /// use malachite_base::iterators::bit_distributor::{
300    ///     BitDistributor, BitDistributorOutputType,
301    /// };
302    ///
303    /// let mut bd = BitDistributor::new(&[BitDistributorOutputType::normal(1)]);
304    /// let mut outputs = Vec::new();
305    /// for _ in 0..20 {
306    ///     outputs.push(bd.get_output(0));
307    ///     bd.increment_counter();
308    /// }
309    /// assert_eq!(
310    ///     outputs,
311    ///     &[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19]
312    /// );
313    /// ```
314    pub fn increment_counter(&mut self) {
315        for b in &mut self.counter {
316            b.not_assign();
317            if *b {
318                break;
319            }
320        }
321    }
322
323    /// Gets the output at a specified index.
324    ///
325    /// # Worst-case complexity
326    /// Constant time and additional memory.
327    ///
328    /// # Panics
329    /// Panics if `index` is greater than or equal to `self.output_types.len()`.
330    ///
331    /// # Examples
332    /// ```
333    /// use itertools::Itertools;
334    /// use malachite_base::iterators::bit_distributor::{
335    ///     BitDistributor, BitDistributorOutputType,
336    /// };
337    ///
338    /// let mut bd = BitDistributor::new(&[BitDistributorOutputType::normal(1); 2]);
339    /// let mut outputs = Vec::new();
340    /// for _ in 0..10 {
341    ///     outputs.push((0..2).map(|i| bd.get_output(i)).collect_vec());
342    ///     bd.increment_counter();
343    /// }
344    /// let expected_outputs: &[&[usize]] = &[
345    ///     &[0, 0],
346    ///     &[0, 1],
347    ///     &[1, 0],
348    ///     &[1, 1],
349    ///     &[0, 2],
350    ///     &[0, 3],
351    ///     &[1, 2],
352    ///     &[1, 3],
353    ///     &[2, 0],
354    ///     &[2, 1],
355    /// ];
356    /// assert_eq!(outputs, expected_outputs);
357    /// ```
358    pub fn get_output(&self, index: usize) -> usize {
359        assert!(index < self.output_types.len());
360        usize::from_bits_asc(
361            self.bit_map
362                .iter()
363                .zip(self.counter.iter())
364                .filter_map(|(&m, &c)| if m == index { Some(c) } else { None }),
365        )
366    }
367}