use std::cmp::Reverse;
use std::collections::BinaryHeap;
pub(crate) fn complete_lengths_for_frequencies(frequencies: &[usize], max_bits: u8) -> Vec<u8> {
let mut lengths = lengths_for_frequencies(frequencies, max_bits);
if !is_complete_code(&lengths) {
assign_flat_complete_code(&mut lengths);
}
lengths
}
fn is_complete_code(lengths: &[u8]) -> bool {
let max_len = lengths.iter().copied().max().unwrap_or(0);
if max_len == 0 {
return true; }
let mut sum: u64 = 0;
for &len in lengths {
if len != 0 {
sum += 1u64 << (max_len - len);
}
}
sum == (1u64 << max_len)
}
pub(crate) fn assign_flat_complete_code(lengths: &mut [u8]) {
let used: Vec<usize> = lengths
.iter()
.enumerate()
.filter(|(_, &len)| len != 0)
.map(|(symbol, _)| symbol)
.collect();
let n = used.len();
if n == 0 {
return;
}
for len in lengths.iter_mut() {
*len = 0;
}
if n == 1 {
lengths[used[0]] = 1;
let phantom = if used[0] == 0 { 1 } else { 0 };
if phantom < lengths.len() {
lengths[phantom] = 1;
}
return;
}
let k = (usize::BITS - (n - 1).leading_zeros()) as u8; let cap = 1usize << k;
let short_count = cap - n; for (i, &symbol) in used.iter().enumerate() {
lengths[symbol] = if i < short_count { k - 1 } else { k };
}
}
pub(crate) fn lengths_for_frequencies(frequencies: &[usize], max_bits: u8) -> Vec<u8> {
let used_count = frequencies
.iter()
.filter(|&&frequency| frequency != 0)
.count();
if used_count <= 1 {
return uniform_lengths_for_frequencies(frequencies);
}
let mut lengths = vec![0u8; frequencies.len()];
let mut heap = BinaryHeap::new();
let mut order = 0usize;
for (symbol, &frequency) in frequencies.iter().enumerate() {
if frequency == 0 {
continue;
}
heap.push(Reverse((frequency, order, vec![symbol])));
order += 1;
}
while heap.len() > 1 {
let Reverse((left_frequency, _, mut left_symbols)) =
heap.pop().expect("frequency heap has a left node");
let Reverse((right_frequency, _, mut right_symbols)) =
heap.pop().expect("frequency heap has a right node");
for &symbol in left_symbols.iter().chain(right_symbols.iter()) {
lengths[symbol] += 1;
}
left_symbols.append(&mut right_symbols);
heap.push(Reverse((
left_frequency.saturating_add(right_frequency),
order,
left_symbols,
)));
order += 1;
}
if lengths.iter().any(|&length| length > max_bits) {
uniform_lengths_for_frequencies(frequencies)
} else {
lengths
}
}
pub(crate) fn lengths_for_frequency_array<const N: usize>(
frequencies: &[usize; N],
max_bits: u8,
) -> [u8; N] {
let mut lengths = [0u8; N];
lengths.copy_from_slice(&lengths_for_frequencies(frequencies, max_bits));
lengths
}
pub(crate) fn uniform_lengths_for_frequencies(frequencies: &[usize]) -> Vec<u8> {
let used_count = frequencies
.iter()
.filter(|&&frequency| frequency != 0)
.count();
let uniform_length = bits_for_symbol_count(used_count);
frequencies
.iter()
.map(|&frequency| if frequency == 0 { 0 } else { uniform_length })
.collect()
}
pub(crate) fn bits_for_symbol_count(count: usize) -> u8 {
match count {
0 | 1 => 1,
_ => usize::BITS as u8 - (count - 1).leading_zeros() as u8,
}
}
#[cfg(test)]
mod tests {
use super::*;
#[test]
fn weighted_lengths_favour_common_symbols() {
let frequencies = [1, 1, 16, 1];
let lengths = lengths_for_frequencies(&frequencies, 15);
assert!(lengths[2] < lengths[0]);
assert!(lengths.iter().all(|&length| length <= 15));
}
#[test]
fn excessive_lengths_fall_back_to_uniform_lengths() {
let frequencies = (1..=1024).collect::<Vec<_>>();
let lengths = lengths_for_frequencies(&frequencies, 1);
assert!(lengths.iter().all(|&length| length == 10));
}
fn kraft_sum_is_one(lengths: &[u8]) -> bool {
let max_len = lengths.iter().copied().max().unwrap_or(0);
if max_len == 0 {
return lengths.iter().all(|&len| len == 0);
}
let sum: u64 = lengths
.iter()
.filter(|&&len| len != 0)
.map(|&len| 1u64 << (max_len - len))
.sum();
sum == (1u64 << max_len)
}
#[test]
fn single_symbol_table_is_completed_with_a_phantom_code() {
for used in [0usize, 1, 7, 40] {
let mut frequencies = vec![0usize; 44];
frequencies[used] = 123;
let lengths = complete_lengths_for_frequencies(&frequencies, 15);
assert_eq!(lengths[used], 1, "used symbol {used} keeps a length-1 code");
assert_eq!(
lengths.iter().filter(|&&len| len != 0).count(),
2,
"exactly one phantom code was added for used symbol {used}"
);
assert!(
kraft_sum_is_one(&lengths),
"used symbol {used} yields a complete code"
);
}
}
#[test]
fn empty_table_stays_empty() {
let lengths = complete_lengths_for_frequencies(&[0usize; 16], 15);
assert!(lengths.iter().all(|&len| len == 0));
}
#[test]
fn completed_codes_are_always_complete_for_any_symbol_count() {
for used_count in 1..=64usize {
let mut frequencies = vec![0usize; 306];
for (i, freq) in frequencies.iter_mut().take(used_count).enumerate() {
*freq = 1 + i; }
let lengths = complete_lengths_for_frequencies(&frequencies, 15);
assert!(
kraft_sum_is_one(&lengths),
"code for {used_count} symbols must be complete"
);
assert!(lengths.iter().all(|&len| len <= 15));
}
}
#[test]
fn multi_symbol_huffman_code_is_left_optimal() {
let frequencies = [100usize, 1, 1, 1, 1];
let optimal = lengths_for_frequencies(&frequencies, 15);
let completed = complete_lengths_for_frequencies(&frequencies, 15);
assert_eq!(optimal, completed);
assert!(kraft_sum_is_one(&completed));
}
}