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use crate::error::*;
use crate::image::Image;
use crate::pal::PalIndex;
use crate::pal::ARGBF;
use crate::pal::MAX_COLORS;
use crate::pal::{f_pixel, gamma_lut, RGBA};
use crate::quant::QuantizationResult;
use crate::rows::temp_buf;
use crate::rows::DynamicRows;
use crate::Attributes;
use rgb::ComponentSlice;
use std::collections::{HashMap, HashSet};
use std::convert::TryInto;
use std::fmt;
use std::hash::Hash;
#[repr(C)]
#[derive(Debug, Copy, Clone)]
pub struct HistogramEntry {
pub color: RGBA,
pub count: u32,
}
pub struct Histogram {
gamma: Option<f64>,
fixed_colors: FixedColorsSet,
hashmap: HashMap<u32, (u32, RGBA), RgbaHasher>,
total_area: usize,
posterize_bits: u8,
max_histogram_entries: u32,
}
pub(crate) type FixedColorsSet = HashSet<HashColor, RgbaHasher>;
#[derive(Clone)]
pub(crate) struct HistItem {
pub color: f_pixel,
pub adjusted_weight: f32,
pub perceptual_weight: f32,
pub mc_color_weight: f32,
pub tmp: HistSortTmp,
}
impl HistItem {
#[inline(always)]
pub fn mc_sort_value(&self) -> u32 {
unsafe { self.tmp.mc_sort_value }
}
}
impl fmt::Debug for HistItem {
#[cold]
fn fmt(&self, f: &mut fmt::Formatter<'_>) -> fmt::Result {
f.debug_struct("HistItem")
.field("color", &self.color)
.field("adjusted_weight", &self.adjusted_weight)
.field("perceptual_weight", &self.perceptual_weight)
.field("color_weight", &self.mc_color_weight)
.finish()
}
}
#[repr(C)]
#[derive(Clone, Copy)]
pub union HistSortTmp {
pub mc_sort_value: u32,
pub likely_palette_index: PalIndex,
}
impl Histogram {
#[inline]
#[must_use]
pub fn new(attr: &Attributes) -> Self {
Self {
posterize_bits: attr.posterize_bits(),
max_histogram_entries: attr.max_histogram_entries,
fixed_colors: HashSet::with_hasher(RgbaHasher(0)),
hashmap: HashMap::with_hasher(RgbaHasher(0)),
gamma: None,
total_area: 0,
}
}
#[inline(never)]
pub fn add_image(&mut self, attr: &Attributes, image: &mut Image) -> Result<(), Error> {
let width = image.width();
let height = image.height();
if image.importance_map.is_none() && attr.use_contrast_maps {
image.contrast_maps()?;
}
self.gamma = Some(image.gamma());
for (idx, c) in image.fixed_colors.iter().copied().enumerate() {
self.fixed_colors.insert(HashColor(c, idx as _));
}
if attr.progress(attr.progress_stage1 as f32 * 0.40) {
return Err(Aborted); }
let posterize_bits = attr.posterize_bits();
let surface_area = height * width;
let estimated_colors = (surface_area / (posterize_bits as usize + if surface_area > 512 * 512 { 7 } else { 5 })).min(250_000);
self.reserve(estimated_colors);
self.add_pixel_rows(&mut image.px, image.importance_map.as_deref(), posterize_bits)?;
image.free_histogram_inputs();
Ok(())
}
#[inline(never)]
pub fn add_colors(&mut self, entries: &[HistogramEntry], gamma: f64) -> Result<(), Error> {
if entries.is_empty() || entries.len() > 1 << 24 {
return Err(ValueOutOfRange);
}
if !(0. ..1.).contains(&gamma) {
return Err(ValueOutOfRange);
}
self.gamma = Some(if gamma > 0. { gamma } else { 0.45455 });
self.reserve(entries.len());
self.total_area += entries.len();
for e in entries {
self.add_color(e.color, e.count.try_into().unwrap_or(u16::MAX));
}
Ok(())
}
pub fn add_fixed_color(&mut self, color: RGBA, gamma: f64) -> Result<(), Error> {
let lut = gamma_lut(if gamma > 0. { gamma } else { 0.45455 });
let px = f_pixel::from_rgba(&lut, RGBA{r: color.r, g: color.g, b: color.b, a: color.a,});
if self.fixed_colors.len() >= MAX_COLORS {
return Err(Unsupported);
}
let idx = self.fixed_colors.len();
self.fixed_colors.insert(HashColor(px, idx as _));
Ok(())
}
#[inline]
pub fn quantize(&mut self, attr: &Attributes) -> Result<QuantizationResult, Error> {
self.quantize_internal(attr, true)
}
#[inline(never)]
pub(crate) fn quantize_internal(&mut self, attr: &Attributes, freeze_result_colors: bool) -> Result<QuantizationResult, Error> {
if self.hashmap.is_empty() && self.fixed_colors.is_empty() {
return Err(Unsupported);
}
if attr.progress(0.) { return Err(Aborted); }
if attr.progress(attr.progress_stage1 as f32 * 0.89) {
return Err(Aborted);
}
let gamma = self.gamma.unwrap_or(0.45455);
let (_, target_mse, _) = attr.target_mse(self.hashmap.len());
let hist = self.finalize_builder(gamma, target_mse).map_err(|_| OutOfMemory)?;
attr.verbose_print(format!(" made histogram...{} colors found", hist.items.len()));
QuantizationResult::new(attr, hist, freeze_result_colors, &self.fixed_colors, gamma)
}
#[inline(always)]
fn add_color(&mut self, rgba: RGBA, boost: u16) {
let px_int = if rgba.a != 0 {
self.posterize_mask() & unsafe { RGBAInt { rgba }.int }
} else { 0 };
self.hashmap.entry(px_int)
.and_modify(move |e| e.0 += boost as u32)
.or_insert((boost as u32, rgba));
}
fn reserve(&mut self, entries: usize) {
let new_entries = entries.saturating_sub(self.hashmap.len() / 3); self.hashmap.reserve(new_entries);
}
#[inline(always)]
fn posterize_mask(&self) -> u32 {
let channel_mask = 255 << self.posterize_bits;
u32::from_ne_bytes([channel_mask, channel_mask, channel_mask, channel_mask])
}
fn init_posterize_bits(&mut self, posterize_bits: u8) {
if self.posterize_bits >= posterize_bits {
return;
}
self.posterize_bits = posterize_bits;
let new_posterize_mask = self.posterize_mask();
let new_size = (self.hashmap.len()/3).max(self.hashmap.capacity()/5);
let old_hashmap = std::mem::replace(&mut self.hashmap, HashMap::with_capacity_and_hasher(new_size, RgbaHasher(0)));
self.hashmap.extend(old_hashmap.into_iter().map(move |(k, v)| {
(k & new_posterize_mask, v)
}));
}
pub(crate) fn add_pixel_rows(&mut self, image: &mut DynamicRows<'_, '_>, importance_map: Option<&[u8]>, posterize_bits: u8) -> Result<(), Error> {
let width = image.width as usize;
let height = image.height as usize;
self.total_area += width * height;
let mut importance_map = importance_map.unwrap_or(&[]).chunks_exact(width).fuse();
let image_iter = image.rgba_rows_iter()?;
let mut temp_row = temp_buf(width)?;
for row in 0..height {
let pixels_row = &image_iter.row_rgba(&mut temp_row, row)[..width];
let importance_map = importance_map.next().map(move |m| &m[..width]).unwrap_or(&[]);
for (col, px) in pixels_row.iter().copied().enumerate() {
self.add_color(px, importance_map.get(col).copied().unwrap_or(255) as u16);
}
}
self.init_posterize_bits(posterize_bits);
if self.hashmap.len() > self.max_histogram_entries as usize && self.posterize_bits < 3 {
self.init_posterize_bits(self.posterize_bits + 1);
}
Ok(())
}
pub(crate) fn finalize_builder(&mut self, gamma: f64, target_mse: f64) -> Result<HistogramInternal, Error> {
debug_assert!(gamma > 0.);
let mut counts = [0; LIQ_MAXCLUSTER];
let mut temp = Vec::new();
temp.try_reserve_exact(self.hashmap.len())?;
let max_perceptual_weight = 0.1 * self.total_area as f32;
let max_fixed_color_difference = (target_mse / 2.).max(2. / 256. / 256.) as f32;
let lut = gamma_lut(gamma);
let total_perceptual_weight = self.hashmap.values().map(|&(boost, color)| {
if boost == 0 && !temp.is_empty() {
return 0.;
}
let cluster_index = (((color.r >> 7) << 3) | ((color.g >> 7) << 2) | ((color.b >> 7) << 1) | (color.a >> 7)) as u8;
let weight = (boost as f32 / 170.).min(max_perceptual_weight);
if weight == 0. {
return 0.;
}
let color = f_pixel::from_rgba(&lut, color);
for HashColor(fixed, _) in &self.fixed_colors {
if color.diff(fixed) < max_fixed_color_difference {
return 0.;
}
}
counts[cluster_index as usize] += 1;
temp.push(TempHistItem {
color, cluster_index, weight,
});
weight as f64
}).sum::<f64>();
let mut clusters = [Cluster { begin: 0, end: 0 }; LIQ_MAXCLUSTER];
let mut next_begin = 0;
for (cluster, count) in clusters.iter_mut().zip(counts) {
cluster.begin = next_begin;
cluster.end = next_begin;
next_begin += count;
}
let mut items = Vec::new();
items.try_reserve_exact(temp.len())?;
items.resize(temp.len(), HistItem {
color: if cfg!(debug_assertions) { f_pixel( ARGBF { r:f32::NAN, g:f32::NAN, b:f32::NAN, a:f32::NAN } ) } else { f_pixel::default() },
adjusted_weight: if cfg!(debug_assertions) { f32::NAN } else { 0. },
perceptual_weight: if cfg!(debug_assertions) { f32::NAN } else { 0. },
mc_color_weight: if cfg!(debug_assertions) { f32::NAN } else { 0. },
tmp: HistSortTmp { mc_sort_value: 0 },
});
let mut items = items.into_boxed_slice();
for temp_item in temp {
let cluster = &mut clusters[temp_item.cluster_index as usize];
let next_index = cluster.end as usize;
cluster.end += 1;
items[next_index].color = temp_item.color;
items[next_index].perceptual_weight = temp_item.weight;
items[next_index].adjusted_weight = temp_item.weight;
}
Ok(HistogramInternal {
items,
clusters,
total_perceptual_weight,
})
}
}
#[derive(Copy, Clone)]
struct TempHistItem {
color: f_pixel, weight: f32,
cluster_index: u8,
}
#[repr(C)]
union RGBAInt {
rgba: RGBA,
int: u32,
}
pub const LIQ_MAXCLUSTER: usize = 16;
pub(crate) struct HistogramInternal {
pub items: Box<[HistItem]>,
pub total_perceptual_weight: f64,
pub clusters: [Cluster; LIQ_MAXCLUSTER],
}
#[derive(Copy, Clone, Debug)]
pub(crate) struct Cluster {
pub begin: u32,
pub end: u32,
}
impl std::hash::BuildHasher for RgbaHasher {
type Hasher = Self;
#[inline(always)]
fn build_hasher(&self) -> Self {
Self(0)
}
}
pub(crate) struct RgbaHasher(pub u32);
impl std::hash::Hasher for RgbaHasher {
#[inline(always)]
fn finish(&self) -> u64 { (self.0 as u64).wrapping_mul(0x517cc1b727220a95) }
#[inline(always)]
fn write_u32(&mut self, i: u32) { self.0 = i; }
fn write(&mut self, _bytes: &[u8]) { unimplemented!() }
fn write_u8(&mut self, _i: u8) { unimplemented!() }
fn write_u16(&mut self, _i: u16) { unimplemented!() }
fn write_u64(&mut self, _i: u64) { unimplemented!() }
fn write_u128(&mut self, _i: u128) { unimplemented!() }
fn write_usize(&mut self, _i: usize) { unimplemented!() }
fn write_i8(&mut self, _i: i8) { unimplemented!() }
fn write_i16(&mut self, _i: i16) { unimplemented!() }
fn write_i32(&mut self, _i: i32) { unimplemented!() }
fn write_i64(&mut self, _i: i64) { unimplemented!() }
fn write_i128(&mut self, _i: i128) { unimplemented!() }
fn write_isize(&mut self, _i: isize) { unimplemented!() }
}
#[derive(PartialEq, Debug)]
pub(crate) struct HashColor(pub f_pixel, pub u32);
#[allow(clippy::derive_hash_xor_eq)]
impl Hash for HashColor {
#[inline]
fn hash<H: std::hash::Hasher>(&self, state: &mut H) {
for c in self.0.as_slice() {
u32::from_ne_bytes(c.to_ne_bytes()).hash(state);
}
}
}
impl Eq for HashColor {
fn assert_receiver_is_total_eq(&self) {}
}