xref: /external/webp/src/enc/vp8l_enc.c

// Copyright 2012 Google Inc. All Rights Reserved.
//
// Use of this source code is governed by a BSD-style license
// that can be found in the COPYING file in the root of the source
// tree. An additional intellectual property rights grant can be found
// in the file PATENTS. All contributing project authors may
// be found in the AUTHORS file in the root of the source tree.
// -----------------------------------------------------------------------------
//
// main entry for the lossless encoder.
//
// Author: Vikas Arora (vikaas.arora@gmail.com)
//

#include <assert.h>
#include <stdlib.h>

#include "src/dsp/lossless.h"
#include "src/dsp/lossless_common.h"
#include "src/enc/backward_references_enc.h"
#include "src/enc/histogram_enc.h"
#include "src/enc/vp8i_enc.h"
#include "src/enc/vp8li_enc.h"
#include "src/utils/bit_writer_utils.h"
#include "src/utils/huffman_encode_utils.h"
#include "src/utils/utils.h"
#include "src/webp/encode.h"
#include "src/webp/format_constants.h"

// Maximum number of histogram images (sub-blocks).
#define MAX_HUFF_IMAGE_SIZE       2600

// Palette reordering for smaller sum of deltas (and for smaller storage).

static int PaletteCompareColorsForQsort(const void* p1, const void* p2) {
  const uint32_t a = WebPMemToUint32((uint8_t*)p1);
  const uint32_t b = WebPMemToUint32((uint8_t*)p2);
  assert(a != b);
  return (a < b) ? -1 : 1;
}

static WEBP_INLINE uint32_t PaletteComponentDistance(uint32_t v) {
  return (v <= 128) ? v : (256 - v);
}

// Computes a value that is related to the entropy created by the
// palette entry diff.
//
// Note that the last & 0xff is a no-operation in the next statement, but
// removed by most compilers and is here only for regularity of the code.
static WEBP_INLINE uint32_t PaletteColorDistance(uint32_t col1, uint32_t col2) {
  const uint32_t diff = VP8LSubPixels(col1, col2);
  const int kMoreWeightForRGBThanForAlpha = 9;
  uint32_t score;
  score =  PaletteComponentDistance((diff >>  0) & 0xff);
  score += PaletteComponentDistance((diff >>  8) & 0xff);
  score += PaletteComponentDistance((diff >> 16) & 0xff);
  score *= kMoreWeightForRGBThanForAlpha;
  score += PaletteComponentDistance((diff >> 24) & 0xff);
  return score;
}

static WEBP_INLINE void SwapColor(uint32_t* const col1, uint32_t* const col2) {
  const uint32_t tmp = *col1;
  *col1 = *col2;
  *col2 = tmp;
}

static WEBP_INLINE int SearchColorNoIdx(const uint32_t sorted[], uint32_t color,
                                        int num_colors) {
  int low = 0, hi = num_colors;
  if (sorted[low] == color) return low;  // loop invariant: sorted[low] != color
  while (1) {
    const int mid = (low + hi) >> 1;
    if (sorted[mid] == color) {
      return mid;
    } else if (sorted[mid] < color) {
      low = mid;
    } else {
      hi = mid;
    }
  }
  assert(0);
  return 0;
}

// The palette has been sorted by alpha. This function checks if the other
// components of the palette have a monotonic development with regards to
// position in the palette. If all have monotonic development, there is
// no benefit to re-organize them greedily. A monotonic development
// would be spotted in green-only situations (like lossy alpha) or gray-scale
// images.
static int PaletteHasNonMonotonousDeltas(const uint32_t* const palette,
                                         int num_colors) {
  uint32_t predict = 0x000000;
  int i;
  uint8_t sign_found = 0x00;
  for (i = 0; i < num_colors; ++i) {
    const uint32_t diff = VP8LSubPixels(palette[i], predict);
    const uint8_t rd = (diff >> 16) & 0xff;
    const uint8_t gd = (diff >>  8) & 0xff;
    const uint8_t bd = (diff >>  0) & 0xff;
    if (rd != 0x00) {
      sign_found |= (rd < 0x80) ? 1 : 2;
    }
    if (gd != 0x00) {
      sign_found |= (gd < 0x80) ? 8 : 16;
    }
    if (bd != 0x00) {
      sign_found |= (bd < 0x80) ? 64 : 128;
    }
    predict = palette[i];
  }
  return (sign_found & (sign_found << 1)) != 0;  // two consequent signs.
}

static void PaletteSortMinimizeDeltas(const uint32_t* const palette_sorted,
                                      int num_colors, uint32_t* const palette) {
  uint32_t predict = 0x00000000;
  int i, k;
  memcpy(palette, palette_sorted, num_colors * sizeof(*palette));
  if (!PaletteHasNonMonotonousDeltas(palette_sorted, num_colors)) return;
  // Find greedily always the closest color of the predicted color to minimize
  // deltas in the palette. This reduces storage needs since the
  // palette is stored with delta encoding.
  for (i = 0; i < num_colors; ++i) {
    int best_ix = i;
    uint32_t best_score = ~0U;
    for (k = i; k < num_colors; ++k) {
      const uint32_t cur_score = PaletteColorDistance(palette[k], predict);
      if (best_score > cur_score) {
        best_score = cur_score;
        best_ix = k;
      }
    }
    SwapColor(&palette[best_ix], &palette[i]);
    predict = palette[i];
  }
}

// Sort palette in increasing order and prepare an inverse mapping array.
static void PrepareMapToPalette(const uint32_t palette[], uint32_t num_colors,
                                uint32_t sorted[], uint32_t idx_map[]) {
  uint32_t i;
  memcpy(sorted, palette, num_colors * sizeof(*sorted));
  qsort(sorted, num_colors, sizeof(*sorted), PaletteCompareColorsForQsort);
  for (i = 0; i < num_colors; ++i) {
    idx_map[SearchColorNoIdx(sorted, palette[i], num_colors)] = i;
  }
}

// -----------------------------------------------------------------------------
// Modified Zeng method from "A Survey on Palette Reordering
// Methods for Improving the Compression of Color-Indexed Images" by Armando J.
// Pinho and Antonio J. R. Neves.

// Finds the biggest cooccurrence in the matrix.
static void CoOccurrenceFindMax(const uint32_t* const cooccurrence,
                                uint32_t num_colors, uint8_t* const c1,
                                uint8_t* const c2) {
  // Find the index that is most frequently located adjacent to other
  // (different) indexes.
  uint32_t best_sum = 0u;
  uint32_t i, j, best_cooccurrence;
  *c1 = 0u;
  for (i = 0; i < num_colors; ++i) {
    uint32_t sum = 0;
    for (j = 0; j < num_colors; ++j) sum += cooccurrence[i * num_colors + j];
    if (sum > best_sum) {
      best_sum = sum;
      *c1 = i;
    }
  }
  // Find the index that is most frequently found adjacent to *c1.
  *c2 = 0u;
  best_cooccurrence = 0u;
  for (i = 0; i < num_colors; ++i) {
    if (cooccurrence[*c1 * num_colors + i] > best_cooccurrence) {
      best_cooccurrence = cooccurrence[*c1 * num_colors + i];
      *c2 = i;
    }
  }
  assert(*c1 != *c2);
}

// Builds the cooccurrence matrix
static int CoOccurrenceBuild(const WebPPicture* const pic,
                             const uint32_t* const palette, uint32_t num_colors,
                             uint32_t* cooccurrence) {
  uint32_t *lines, *line_top, *line_current, *line_tmp;
  int x, y;
  const uint32_t* src = pic->argb;
  uint32_t prev_pix = ~src[0];
  uint32_t prev_idx = 0u;
  uint32_t idx_map[MAX_PALETTE_SIZE] = {0};
  uint32_t palette_sorted[MAX_PALETTE_SIZE];
  lines = (uint32_t*)WebPSafeMalloc(2 * pic->width, sizeof(*lines));
  if (lines == NULL) {
    WebPEncodingSetError(pic, VP8_ENC_ERROR_OUT_OF_MEMORY);
    return 0;
  }
  line_top = &lines[0];
  line_current = &lines[pic->width];
  PrepareMapToPalette(palette, num_colors, palette_sorted, idx_map);
  for (y = 0; y < pic->height; ++y) {
    for (x = 0; x < pic->width; ++x) {
      const uint32_t pix = src[x];
      if (pix != prev_pix) {
        prev_idx = idx_map[SearchColorNoIdx(palette_sorted, pix, num_colors)];
        prev_pix = pix;
      }
      line_current[x] = prev_idx;
      // 4-connectivity is what works best as mentioned in "On the relation
      // between Memon's and the modified Zeng's palette reordering methods".
      if (x > 0 && prev_idx != line_current[x - 1]) {
        const uint32_t left_idx = line_current[x - 1];
        ++cooccurrence[prev_idx * num_colors + left_idx];
        ++cooccurrence[left_idx * num_colors + prev_idx];
      }
      if (y > 0 && prev_idx != line_top[x]) {
        const uint32_t top_idx = line_top[x];
        ++cooccurrence[prev_idx * num_colors + top_idx];
        ++cooccurrence[top_idx * num_colors + prev_idx];
      }
    }
    line_tmp = line_top;
    line_top = line_current;
    line_current = line_tmp;
    src += pic->argb_stride;
  }
  WebPSafeFree(lines);
  return 1;
}

struct Sum {
  uint8_t index;
  uint32_t sum;
};

// Implements the modified Zeng method from "A Survey on Palette Reordering
// Methods for Improving the Compression of Color-Indexed Images" by Armando J.
// Pinho and Antonio J. R. Neves.
static int PaletteSortModifiedZeng(
    const WebPPicture* const pic, const uint32_t* const palette_sorted,
    uint32_t num_colors, uint32_t* const palette) {
  uint32_t i, j, ind;
  uint8_t remapping[MAX_PALETTE_SIZE];
  uint32_t* cooccurrence;
  struct Sum sums[MAX_PALETTE_SIZE];
  uint32_t first, last;
  uint32_t num_sums;
  // TODO(vrabaud) check whether one color images should use palette or not.
  if (num_colors <= 1) return 1;
  // Build the co-occurrence matrix.
  cooccurrence =
      (uint32_t*)WebPSafeCalloc(num_colors * num_colors, sizeof(*cooccurrence));
  if (cooccurrence == NULL) {
    WebPEncodingSetError(pic, VP8_ENC_ERROR_OUT_OF_MEMORY);
    return 0;
  }
  if (!CoOccurrenceBuild(pic, palette_sorted, num_colors, cooccurrence)) {
    WebPSafeFree(cooccurrence);
    return 0;
  }

  // Initialize the mapping list with the two best indices.
  CoOccurrenceFindMax(cooccurrence, num_colors, &remapping[0], &remapping[1]);

  // We need to append and prepend to the list of remapping. To this end, we
  // actually define the next start/end of the list as indices in a vector (with
  // a wrap around when the end is reached).
  first = 0;
  last = 1;
  num_sums = num_colors - 2;  // -2 because we know the first two values
  if (num_sums > 0) {
    // Initialize the sums with the first two remappings and find the best one
    struct Sum* best_sum = &sums[0];
    best_sum->index = 0u;
    best_sum->sum = 0u;
    for (i = 0, j = 0; i < num_colors; ++i) {
      if (i == remapping[0] || i == remapping[1]) continue;
      sums[j].index = i;
      sums[j].sum = cooccurrence[i * num_colors + remapping[0]] +
                    cooccurrence[i * num_colors + remapping[1]];
      if (sums[j].sum > best_sum->sum) best_sum = &sums[j];
      ++j;
    }

    while (num_sums > 0) {
      const uint8_t best_index = best_sum->index;
      // Compute delta to know if we need to prepend or append the best index.
      int32_t delta = 0;
      const int32_t n = num_colors - num_sums;
      for (ind = first, j = 0; (ind + j) % num_colors != last + 1; ++j) {
        const uint16_t l_j = remapping[(ind + j) % num_colors];
        delta += (n - 1 - 2 * (int32_t)j) *
                 (int32_t)cooccurrence[best_index * num_colors + l_j];
      }
      if (delta > 0) {
        first = (first == 0) ? num_colors - 1 : first - 1;
        remapping[first] = best_index;
      } else {
        ++last;
        remapping[last] = best_index;
      }
      // Remove best_sum from sums.
      *best_sum = sums[num_sums - 1];
      --num_sums;
      // Update all the sums and find the best one.
      best_sum = &sums[0];
      for (i = 0; i < num_sums; ++i) {
        sums[i].sum += cooccurrence[best_index * num_colors + sums[i].index];
        if (sums[i].sum > best_sum->sum) best_sum = &sums[i];
      }
    }
  }
  assert((last + 1) % num_colors == first);
  WebPSafeFree(cooccurrence);

  // Re-map the palette.
  for (i = 0; i < num_colors; ++i) {
    palette[i] = palette_sorted[remapping[(first + i) % num_colors]];
  }
  return 1;
}

// -----------------------------------------------------------------------------
// Palette

// These five modes are evaluated and their respective entropy is computed.
typedef enum {
  kDirect = 0,
  kSpatial = 1,
  kSubGreen = 2,
  kSpatialSubGreen = 3,
  kPalette = 4,
  kPaletteAndSpatial = 5,
  kNumEntropyIx = 6
} EntropyIx;

typedef enum {
  kSortedDefault = 0,
  kMinimizeDelta = 1,
  kModifiedZeng = 2,
  kUnusedPalette = 3,
} PaletteSorting;

typedef enum {
  kHistoAlpha = 0,
  kHistoAlphaPred,
  kHistoGreen,
  kHistoGreenPred,
  kHistoRed,
  kHistoRedPred,
  kHistoBlue,
  kHistoBluePred,
  kHistoRedSubGreen,
  kHistoRedPredSubGreen,
  kHistoBlueSubGreen,
  kHistoBluePredSubGreen,
  kHistoPalette,
  kHistoTotal  // Must be last.
} HistoIx;

static void AddSingleSubGreen(uint32_t p,
                              uint32_t* const r, uint32_t* const b) {
  const int green = (int)p >> 8;  // The upper bits are masked away later.
  ++r[(((int)p >> 16) - green) & 0xff];
  ++b[(((int)p >>  0) - green) & 0xff];
}

static void AddSingle(uint32_t p,
                      uint32_t* const a, uint32_t* const r,
                      uint32_t* const g, uint32_t* const b) {
  ++a[(p >> 24) & 0xff];
  ++r[(p >> 16) & 0xff];
  ++g[(p >>  8) & 0xff];
  ++b[(p >>  0) & 0xff];
}

static WEBP_INLINE uint32_t HashPix(uint32_t pix) {
  // Note that masking with 0xffffffffu is for preventing an
  // 'unsigned int overflow' warning. Doesn't impact the compiled code.
  return ((((uint64_t)pix + (pix >> 19)) * 0x39c5fba7ull) & 0xffffffffu) >> 24;
}

static int AnalyzeEntropy(const uint32_t* argb,
                          int width, int height, int argb_stride,
                          int use_palette,
                          int palette_size, int transform_bits,
                          EntropyIx* const min_entropy_ix,
                          int* const red_and_blue_always_zero) {
  // Allocate histogram set with cache_bits = 0.
  uint32_t* histo;

  if (use_palette && palette_size <= 16) {
    // In the case of small palettes, we pack 2, 4 or 8 pixels together. In
    // practice, small palettes are better than any other transform.
    *min_entropy_ix = kPalette;
    *red_and_blue_always_zero = 1;
    return 1;
  }
  histo = (uint32_t*)WebPSafeCalloc(kHistoTotal, sizeof(*histo) * 256);
  if (histo != NULL) {
    int i, x, y;
    const uint32_t* prev_row = NULL;
    const uint32_t* curr_row = argb;
    uint32_t pix_prev = argb[0];  // Skip the first pixel.
    for (y = 0; y < height; ++y) {
      for (x = 0; x < width; ++x) {
        const uint32_t pix = curr_row[x];
        const uint32_t pix_diff = VP8LSubPixels(pix, pix_prev);
        pix_prev = pix;
        if ((pix_diff == 0) || (prev_row != NULL && pix == prev_row[x])) {
          continue;
        }
        AddSingle(pix,
                  &histo[kHistoAlpha * 256],
                  &histo[kHistoRed * 256],
                  &histo[kHistoGreen * 256],
                  &histo[kHistoBlue * 256]);
        AddSingle(pix_diff,
                  &histo[kHistoAlphaPred * 256],
                  &histo[kHistoRedPred * 256],
                  &histo[kHistoGreenPred * 256],
                  &histo[kHistoBluePred * 256]);
        AddSingleSubGreen(pix,
                          &histo[kHistoRedSubGreen * 256],
                          &histo[kHistoBlueSubGreen * 256]);
        AddSingleSubGreen(pix_diff,
                          &histo[kHistoRedPredSubGreen * 256],
                          &histo[kHistoBluePredSubGreen * 256]);
        {
          // Approximate the palette by the entropy of the multiplicative hash.
          const uint32_t hash = HashPix(pix);
          ++histo[kHistoPalette * 256 + hash];
        }
      }
      prev_row = curr_row;
      curr_row += argb_stride;
    }
    {
      float entropy_comp[kHistoTotal];
      float entropy[kNumEntropyIx];
      int k;
      int last_mode_to_analyze = use_palette ? kPalette : kSpatialSubGreen;
      int j;
      // Let's add one zero to the predicted histograms. The zeros are removed
      // too efficiently by the pix_diff == 0 comparison, at least one of the
      // zeros is likely to exist.
      ++histo[kHistoRedPredSubGreen * 256];
      ++histo[kHistoBluePredSubGreen * 256];
      ++histo[kHistoRedPred * 256];
      ++histo[kHistoGreenPred * 256];
      ++histo[kHistoBluePred * 256];
      ++histo[kHistoAlphaPred * 256];

      for (j = 0; j < kHistoTotal; ++j) {
        entropy_comp[j] = VP8LBitsEntropy(&histo[j * 256], 256);
      }
      entropy[kDirect] = entropy_comp[kHistoAlpha] +
          entropy_comp[kHistoRed] +
          entropy_comp[kHistoGreen] +
          entropy_comp[kHistoBlue];
      entropy[kSpatial] = entropy_comp[kHistoAlphaPred] +
          entropy_comp[kHistoRedPred] +
          entropy_comp[kHistoGreenPred] +
          entropy_comp[kHistoBluePred];
      entropy[kSubGreen] = entropy_comp[kHistoAlpha] +
          entropy_comp[kHistoRedSubGreen] +
          entropy_comp[kHistoGreen] +
          entropy_comp[kHistoBlueSubGreen];
      entropy[kSpatialSubGreen] = entropy_comp[kHistoAlphaPred] +
          entropy_comp[kHistoRedPredSubGreen] +
          entropy_comp[kHistoGreenPred] +
          entropy_comp[kHistoBluePredSubGreen];
      entropy[kPalette] = entropy_comp[kHistoPalette];

      // When including transforms, there is an overhead in bits from
      // storing them. This overhead is small but matters for small images.
      // For spatial, there are 14 transformations.
      entropy[kSpatial] += VP8LSubSampleSize(width, transform_bits) *
                           VP8LSubSampleSize(height, transform_bits) *
                           VP8LFastLog2(14);
      // For color transforms: 24 as only 3 channels are considered in a
      // ColorTransformElement.
      entropy[kSpatialSubGreen] += VP8LSubSampleSize(width, transform_bits) *
                                   VP8LSubSampleSize(height, transform_bits) *
                                   VP8LFastLog2(24);
      // For palettes, add the cost of storing the palette.
      // We empirically estimate the cost of a compressed entry as 8 bits.
      // The palette is differential-coded when compressed hence a much
      // lower cost than sizeof(uint32_t)*8.
      entropy[kPalette] += palette_size * 8;

      *min_entropy_ix = kDirect;
      for (k = kDirect + 1; k <= last_mode_to_analyze; ++k) {
        if (entropy[*min_entropy_ix] > entropy[k]) {
          *min_entropy_ix = (EntropyIx)k;
        }
      }
      assert((int)*min_entropy_ix <= last_mode_to_analyze);
      *red_and_blue_always_zero = 1;
      // Let's check if the histogram of the chosen entropy mode has
      // non-zero red and blue values. If all are zero, we can later skip
      // the cross color optimization.
      {
        static const uint8_t kHistoPairs[5][2] = {
          { kHistoRed, kHistoBlue },
          { kHistoRedPred, kHistoBluePred },
          { kHistoRedSubGreen, kHistoBlueSubGreen },
          { kHistoRedPredSubGreen, kHistoBluePredSubGreen },
          { kHistoRed, kHistoBlue }
        };
        const uint32_t* const red_histo =
            &histo[256 * kHistoPairs[*min_entropy_ix][0]];
        const uint32_t* const blue_histo =
            &histo[256 * kHistoPairs[*min_entropy_ix][1]];
        for (i = 1; i < 256; ++i) {
          if ((red_histo[i] | blue_histo[i]) != 0) {
            *red_and_blue_always_zero = 0;
            break;
          }
        }
      }
    }
    WebPSafeFree(histo);
    return 1;
  } else {
    return 0;
  }
}

static int GetHistoBits(int method, int use_palette, int width, int height) {
  // Make tile size a function of encoding method (Range: 0 to 6).
  int histo_bits = (use_palette ? 9 : 7) - method;
  while (1) {
    const int huff_image_size = VP8LSubSampleSize(width, histo_bits) *
                                VP8LSubSampleSize(height, histo_bits);
    if (huff_image_size <= MAX_HUFF_IMAGE_SIZE) break;
    ++histo_bits;
  }
  return (histo_bits < MIN_HUFFMAN_BITS) ? MIN_HUFFMAN_BITS :
         (histo_bits > MAX_HUFFMAN_BITS) ? MAX_HUFFMAN_BITS : histo_bits;
}

static int GetTransformBits(int method, int histo_bits) {
  const int max_transform_bits = (method < 4) ? 6 : (method > 4) ? 4 : 5;
  const int res =
      (histo_bits > max_transform_bits) ? max_transform_bits : histo_bits;
  assert(res <= MAX_TRANSFORM_BITS);
  return res;
}

// Set of parameters to be used in each iteration of the cruncher.
#define CRUNCH_SUBCONFIGS_MAX 2
typedef struct {
  int lz77_;
  int do_no_cache_;
} CrunchSubConfig;
typedef struct {
  int entropy_idx_;
  PaletteSorting palette_sorting_type_;
  CrunchSubConfig sub_configs_[CRUNCH_SUBCONFIGS_MAX];
  int sub_configs_size_;
} CrunchConfig;

// +2 because we add a palette sorting configuration for kPalette and
// kPaletteAndSpatial.
#define CRUNCH_CONFIGS_MAX (kNumEntropyIx + 2)

static int EncoderAnalyze(VP8LEncoder* const enc,
                          CrunchConfig crunch_configs[CRUNCH_CONFIGS_MAX],
                          int* const crunch_configs_size,
                          int* const red_and_blue_always_zero) {
  const WebPPicture* const pic = enc->pic_;
  const int width = pic->width;
  const int height = pic->height;
  const WebPConfig* const config = enc->config_;
  const int method = config->method;
  const int low_effort = (config->method == 0);
  int i;
  int use_palette;
  int n_lz77s;
  // If set to 0, analyze the cache with the computed cache value. If 1, also
  // analyze with no-cache.
  int do_no_cache = 0;
  assert(pic != NULL && pic->argb != NULL);

  // Check whether a palette is possible.
  enc->palette_size_ = WebPGetColorPalette(pic, enc->palette_sorted_);
  use_palette = (enc->palette_size_ <= MAX_PALETTE_SIZE);
  if (!use_palette) {
    enc->palette_size_ = 0;
  } else {
    qsort(enc->palette_sorted_, enc->palette_size_,
          sizeof(*enc->palette_sorted_), PaletteCompareColorsForQsort);
  }

  // Empirical bit sizes.
  enc->histo_bits_ = GetHistoBits(method, use_palette,
                                  pic->width, pic->height);
  enc->transform_bits_ = GetTransformBits(method, enc->histo_bits_);

  if (low_effort) {
    // AnalyzeEntropy is somewhat slow.
    crunch_configs[0].entropy_idx_ = use_palette ? kPalette : kSpatialSubGreen;
    crunch_configs[0].palette_sorting_type_ =
        use_palette ? kSortedDefault : kUnusedPalette;
    n_lz77s = 1;
    *crunch_configs_size = 1;
  } else {
    EntropyIx min_entropy_ix;
    // Try out multiple LZ77 on images with few colors.
    n_lz77s = (enc->palette_size_ > 0 && enc->palette_size_ <= 16) ? 2 : 1;
    if (!AnalyzeEntropy(pic->argb, width, height, pic->argb_stride, use_palette,
                        enc->palette_size_, enc->transform_bits_,
                        &min_entropy_ix, red_and_blue_always_zero)) {
      return 0;
    }
    if (method == 6 && config->quality == 100) {
      do_no_cache = 1;
      // Go brute force on all transforms.
      *crunch_configs_size = 0;
      for (i = 0; i < kNumEntropyIx; ++i) {
        // We can only apply kPalette or kPaletteAndSpatial if we can indeed use
        // a palette.
        if ((i != kPalette && i != kPaletteAndSpatial) || use_palette) {
          assert(*crunch_configs_size < CRUNCH_CONFIGS_MAX);
          crunch_configs[(*crunch_configs_size)].entropy_idx_ = i;
          if (use_palette && (i == kPalette || i == kPaletteAndSpatial)) {
            crunch_configs[(*crunch_configs_size)].palette_sorting_type_ =
                kMinimizeDelta;
            ++*crunch_configs_size;
            // Also add modified Zeng's method.
            crunch_configs[(*crunch_configs_size)].entropy_idx_ = i;
            crunch_configs[(*crunch_configs_size)].palette_sorting_type_ =
                kModifiedZeng;
          } else {
            crunch_configs[(*crunch_configs_size)].palette_sorting_type_ =
                kUnusedPalette;
          }
          ++*crunch_configs_size;
        }
      }
    } else {
      // Only choose the guessed best transform.
      *crunch_configs_size = 1;
      crunch_configs[0].entropy_idx_ = min_entropy_ix;
      crunch_configs[0].palette_sorting_type_ =
          use_palette ? kMinimizeDelta : kUnusedPalette;
      if (config->quality >= 75 && method == 5) {
        // Test with and without color cache.
        do_no_cache = 1;
        // If we have a palette, also check in combination with spatial.
        if (min_entropy_ix == kPalette) {
          *crunch_configs_size = 2;
          crunch_configs[1].entropy_idx_ = kPaletteAndSpatial;
          crunch_configs[1].palette_sorting_type_ = kMinimizeDelta;
        }
      }
    }
  }
  // Fill in the different LZ77s.
  assert(n_lz77s <= CRUNCH_SUBCONFIGS_MAX);
  for (i = 0; i < *crunch_configs_size; ++i) {
    int j;
    for (j = 0; j < n_lz77s; ++j) {
      assert(j < CRUNCH_SUBCONFIGS_MAX);
      crunch_configs[i].sub_configs_[j].lz77_ =
          (j == 0) ? kLZ77Standard | kLZ77RLE : kLZ77Box;
      crunch_configs[i].sub_configs_[j].do_no_cache_ = do_no_cache;
    }
    crunch_configs[i].sub_configs_size_ = n_lz77s;
  }
  return 1;
}

static int EncoderInit(VP8LEncoder* const enc) {
  const WebPPicture* const pic = enc->pic_;
  const int width = pic->width;
  const int height = pic->height;
  const int pix_cnt = width * height;
  // we round the block size up, so we're guaranteed to have
  // at most MAX_REFS_BLOCK_PER_IMAGE blocks used:
  const int refs_block_size = (pix_cnt - 1) / MAX_REFS_BLOCK_PER_IMAGE + 1;
  int i;
  if (!VP8LHashChainInit(&enc->hash_chain_, pix_cnt)) return 0;

  for (i = 0; i < 4; ++i) VP8LBackwardRefsInit(&enc->refs_[i], refs_block_size);

  return 1;
}

// Returns false in case of memory error.
static int GetHuffBitLengthsAndCodes(
    const VP8LHistogramSet* const histogram_image,
    HuffmanTreeCode* const huffman_codes) {
  int i, k;
  int ok = 0;
  uint64_t total_length_size = 0;
  uint8_t* mem_buf = NULL;
  const int histogram_image_size = histogram_image->size;
  int max_num_symbols = 0;
  uint8_t* buf_rle = NULL;
  HuffmanTree* huff_tree = NULL;

  // Iterate over all histograms and get the aggregate number of codes used.
  for (i = 0; i < histogram_image_size; ++i) {
    const VP8LHistogram* const histo = histogram_image->histograms[i];
    HuffmanTreeCode* const codes = &huffman_codes[5 * i];
    assert(histo != NULL);
    for (k = 0; k < 5; ++k) {
      const int num_symbols =
          (k == 0) ? VP8LHistogramNumCodes(histo->palette_code_bits_) :
          (k == 4) ? NUM_DISTANCE_CODES : 256;
      codes[k].num_symbols = num_symbols;
      total_length_size += num_symbols;
    }
  }

  // Allocate and Set Huffman codes.
  {
    uint16_t* codes;
    uint8_t* lengths;
    mem_buf = (uint8_t*)WebPSafeCalloc(total_length_size,
                                       sizeof(*lengths) + sizeof(*codes));
    if (mem_buf == NULL) goto End;

    codes = (uint16_t*)mem_buf;
    lengths = (uint8_t*)&codes[total_length_size];
    for (i = 0; i < 5 * histogram_image_size; ++i) {
      const int bit_length = huffman_codes[i].num_symbols;
      huffman_codes[i].codes = codes;
      huffman_codes[i].code_lengths = lengths;
      codes += bit_length;
      lengths += bit_length;
      if (max_num_symbols < bit_length) {
        max_num_symbols = bit_length;
      }
    }
  }

  buf_rle = (uint8_t*)WebPSafeMalloc(1ULL, max_num_symbols);
  huff_tree = (HuffmanTree*)WebPSafeMalloc(3ULL * max_num_symbols,
                                           sizeof(*huff_tree));
  if (buf_rle == NULL || huff_tree == NULL) goto End;

  // Create Huffman trees.
  for (i = 0; i < histogram_image_size; ++i) {
    HuffmanTreeCode* const codes = &huffman_codes[5 * i];
    VP8LHistogram* const histo = histogram_image->histograms[i];
    VP8LCreateHuffmanTree(histo->literal_, 15, buf_rle, huff_tree, codes + 0);
    VP8LCreateHuffmanTree(histo->red_, 15, buf_rle, huff_tree, codes + 1);
    VP8LCreateHuffmanTree(histo->blue_, 15, buf_rle, huff_tree, codes + 2);
    VP8LCreateHuffmanTree(histo->alpha_, 15, buf_rle, huff_tree, codes + 3);
    VP8LCreateHuffmanTree(histo->distance_, 15, buf_rle, huff_tree, codes + 4);
  }
  ok = 1;
 End:
  WebPSafeFree(huff_tree);
  WebPSafeFree(buf_rle);
  if (!ok) {
    WebPSafeFree(mem_buf);
    memset(huffman_codes, 0, 5 * histogram_image_size * sizeof(*huffman_codes));
  }
  return ok;
}

static void StoreHuffmanTreeOfHuffmanTreeToBitMask(
    VP8LBitWriter* const bw, const uint8_t* code_length_bitdepth) {
  // RFC 1951 will calm you down if you are worried about this funny sequence.
  // This sequence is tuned from that, but more weighted for lower symbol count,
  // and more spiking histograms.
  static const uint8_t kStorageOrder[CODE_LENGTH_CODES] = {
    17, 18, 0, 1, 2, 3, 4, 5, 16, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15
  };
  int i;
  // Throw away trailing zeros:
  int codes_to_store = CODE_LENGTH_CODES;
  for (; codes_to_store > 4; --codes_to_store) {
    if (code_length_bitdepth[kStorageOrder[codes_to_store - 1]] != 0) {
      break;
    }
  }
  VP8LPutBits(bw, codes_to_store - 4, 4);
  for (i = 0; i < codes_to_store; ++i) {
    VP8LPutBits(bw, code_length_bitdepth[kStorageOrder[i]], 3);
  }
}

static void ClearHuffmanTreeIfOnlyOneSymbol(
    HuffmanTreeCode* const huffman_code) {
  int k;
  int count = 0;
  for (k = 0; k < huffman_code->num_symbols; ++k) {
    if (huffman_code->code_lengths[k] != 0) {
      ++count;
      if (count > 1) return;
    }
  }
  for (k = 0; k < huffman_code->num_symbols; ++k) {
    huffman_code->code_lengths[k] = 0;
    huffman_code->codes[k] = 0;
  }
}

static void StoreHuffmanTreeToBitMask(
    VP8LBitWriter* const bw,
    const HuffmanTreeToken* const tokens, const int num_tokens,
    const HuffmanTreeCode* const huffman_code) {
  int i;
  for (i = 0; i < num_tokens; ++i) {
    const int ix = tokens[i].code;
    const int extra_bits = tokens[i].extra_bits;
    VP8LPutBits(bw, huffman_code->codes[ix], huffman_code->code_lengths[ix]);
    switch (ix) {
      case 16:
        VP8LPutBits(bw, extra_bits, 2);
        break;
      case 17:
        VP8LPutBits(bw, extra_bits, 3);
        break;
      case 18:
        VP8LPutBits(bw, extra_bits, 7);
        break;
    }
  }
}

// 'huff_tree' and 'tokens' are pre-alloacted buffers.
static void StoreFullHuffmanCode(VP8LBitWriter* const bw,
                                 HuffmanTree* const huff_tree,
                                 HuffmanTreeToken* const tokens,
                                 const HuffmanTreeCode* const tree) {
  uint8_t code_length_bitdepth[CODE_LENGTH_CODES] = { 0 };
  uint16_t code_length_bitdepth_symbols[CODE_LENGTH_CODES] = { 0 };
  const int max_tokens = tree->num_symbols;
  int num_tokens;
  HuffmanTreeCode huffman_code;
  huffman_code.num_symbols = CODE_LENGTH_CODES;
  huffman_code.code_lengths = code_length_bitdepth;
  huffman_code.codes = code_length_bitdepth_symbols;

  VP8LPutBits(bw, 0, 1);
  num_tokens = VP8LCreateCompressedHuffmanTree(tree, tokens, max_tokens);
  {
    uint32_t histogram[CODE_LENGTH_CODES] = { 0 };
    uint8_t buf_rle[CODE_LENGTH_CODES] = { 0 };
    int i;
    for (i = 0; i < num_tokens; ++i) {
      ++histogram[tokens[i].code];
    }

    VP8LCreateHuffmanTree(histogram, 7, buf_rle, huff_tree, &huffman_code);
  }

  StoreHuffmanTreeOfHuffmanTreeToBitMask(bw, code_length_bitdepth);
  ClearHuffmanTreeIfOnlyOneSymbol(&huffman_code);
  {
    int trailing_zero_bits = 0;
    int trimmed_length = num_tokens;
    int write_trimmed_length;
    int length;
    int i = num_tokens;
    while (i-- > 0) {
      const int ix = tokens[i].code;
      if (ix == 0 || ix == 17 || ix == 18) {
        --trimmed_length;   // discount trailing zeros
        trailing_zero_bits += code_length_bitdepth[ix];
        if (ix == 17) {
          trailing_zero_bits += 3;
        } else if (ix == 18) {
          trailing_zero_bits += 7;
        }
      } else {
        break;
      }
    }
    write_trimmed_length = (trimmed_length > 1 && trailing_zero_bits > 12);
    length = write_trimmed_length ? trimmed_length : num_tokens;
    VP8LPutBits(bw, write_trimmed_length, 1);
    if (write_trimmed_length) {
      if (trimmed_length == 2) {
        VP8LPutBits(bw, 0, 3 + 2);     // nbitpairs=1, trimmed_length=2
      } else {
        const int nbits = BitsLog2Floor(trimmed_length - 2);
        const int nbitpairs = nbits / 2 + 1;
        assert(trimmed_length > 2);
        assert(nbitpairs - 1 < 8);
        VP8LPutBits(bw, nbitpairs - 1, 3);
        VP8LPutBits(bw, trimmed_length - 2, nbitpairs * 2);
      }
    }
    StoreHuffmanTreeToBitMask(bw, tokens, length, &huffman_code);
  }
}

// 'huff_tree' and 'tokens' are pre-alloacted buffers.
static void StoreHuffmanCode(VP8LBitWriter* const bw,
                             HuffmanTree* const huff_tree,
                             HuffmanTreeToken* const tokens,
                             const HuffmanTreeCode* const huffman_code) {
  int i;
  int count = 0;
  int symbols[2] = { 0, 0 };
  const int kMaxBits = 8;
  const int kMaxSymbol = 1 << kMaxBits;

  // Check whether it's a small tree.
  for (i = 0; i < huffman_code->num_symbols && count < 3; ++i) {
    if (huffman_code->code_lengths[i] != 0) {
      if (count < 2) symbols[count] = i;
      ++count;
    }
  }

  if (count == 0) {   // emit minimal tree for empty cases
    // bits: small tree marker: 1, count-1: 0, large 8-bit code: 0, code: 0
    VP8LPutBits(bw, 0x01, 4);
  } else if (count <= 2 && symbols[0] < kMaxSymbol && symbols[1] < kMaxSymbol) {
    VP8LPutBits(bw, 1, 1);  // Small tree marker to encode 1 or 2 symbols.
    VP8LPutBits(bw, count - 1, 1);
    if (symbols[0] <= 1) {
      VP8LPutBits(bw, 0, 1);  // Code bit for small (1 bit) symbol value.
      VP8LPutBits(bw, symbols[0], 1);
    } else {
      VP8LPutBits(bw, 1, 1);
      VP8LPutBits(bw, symbols[0], 8);
    }
    if (count == 2) {
      VP8LPutBits(bw, symbols[1], 8);
    }
  } else {
    StoreFullHuffmanCode(bw, huff_tree, tokens, huffman_code);
  }
}

static WEBP_INLINE void WriteHuffmanCode(VP8LBitWriter* const bw,
                             const HuffmanTreeCode* const code,
                             int code_index) {
  const int depth = code->code_lengths[code_index];
  const int symbol = code->codes[code_index];
  VP8LPutBits(bw, symbol, depth);
}

static WEBP_INLINE void WriteHuffmanCodeWithExtraBits(
    VP8LBitWriter* const bw,
    const HuffmanTreeCode* const code,
    int code_index,
    int bits,
    int n_bits) {
  const int depth = code->code_lengths[code_index];
  const int symbol = code->codes[code_index];
  VP8LPutBits(bw, (bits << depth) | symbol, depth + n_bits);
}

static int StoreImageToBitMask(
    VP8LBitWriter* const bw, int width, int histo_bits,
    const VP8LBackwardRefs* const refs,
    const uint16_t* histogram_symbols,
    const HuffmanTreeCode* const huffman_codes, const WebPPicture* const pic) {
  const int histo_xsize = histo_bits ? VP8LSubSampleSize(width, histo_bits) : 1;
  const int tile_mask = (histo_bits == 0) ? 0 : -(1 << histo_bits);
  // x and y trace the position in the image.
  int x = 0;
  int y = 0;
  int tile_x = x & tile_mask;
  int tile_y = y & tile_mask;
  int histogram_ix = histogram_symbols[0];
  const HuffmanTreeCode* codes = huffman_codes + 5 * histogram_ix;
  VP8LRefsCursor c = VP8LRefsCursorInit(refs);
  while (VP8LRefsCursorOk(&c)) {
    const PixOrCopy* const v = c.cur_pos;
    if ((tile_x != (x & tile_mask)) || (tile_y != (y & tile_mask))) {
      tile_x = x & tile_mask;
      tile_y = y & tile_mask;
      histogram_ix = histogram_symbols[(y >> histo_bits) * histo_xsize +
                                       (x >> histo_bits)];
      codes = huffman_codes + 5 * histogram_ix;
    }
    if (PixOrCopyIsLiteral(v)) {
      static const uint8_t order[] = { 1, 2, 0, 3 };
      int k;
      for (k = 0; k < 4; ++k) {
        const int code = PixOrCopyLiteral(v, order[k]);
        WriteHuffmanCode(bw, codes + k, code);
      }
    } else if (PixOrCopyIsCacheIdx(v)) {
      const int code = PixOrCopyCacheIdx(v);
      const int literal_ix = 256 + NUM_LENGTH_CODES + code;
      WriteHuffmanCode(bw, codes, literal_ix);
    } else {
      int bits, n_bits;
      int code;

      const int distance = PixOrCopyDistance(v);
      VP8LPrefixEncode(v->len, &code, &n_bits, &bits);
      WriteHuffmanCodeWithExtraBits(bw, codes, 256 + code, bits, n_bits);

      // Don't write the distance with the extra bits code since
      // the distance can be up to 18 bits of extra bits, and the prefix
      // 15 bits, totaling to 33, and our PutBits only supports up to 32 bits.
      VP8LPrefixEncode(distance, &code, &n_bits, &bits);
      WriteHuffmanCode(bw, codes + 4, code);
      VP8LPutBits(bw, bits, n_bits);
    }
    x += PixOrCopyLength(v);
    while (x >= width) {
      x -= width;
      ++y;
    }
    VP8LRefsCursorNext(&c);
  }
  if (bw->error_) {
    WebPEncodingSetError(pic, VP8_ENC_ERROR_OUT_OF_MEMORY);
    return 0;
  }
  return 1;
}

// Special case of EncodeImageInternal() for cache-bits=0, histo_bits=31.
// pic and percent are for progress.
static int EncodeImageNoHuffman(VP8LBitWriter* const bw,
                                const uint32_t* const argb,
                                VP8LHashChain* const hash_chain,
                                VP8LBackwardRefs* const refs_array, int width,
                                int height, int quality, int low_effort,
                                const WebPPicture* const pic, int percent_range,
                                int* const percent) {
  int i;
  int max_tokens = 0;
  VP8LBackwardRefs* refs;
  HuffmanTreeToken* tokens = NULL;
  HuffmanTreeCode huffman_codes[5] = {{0, NULL, NULL}};
  const uint16_t histogram_symbols[1] = {0};  // only one tree, one symbol
  int cache_bits = 0;
  VP8LHistogramSet* histogram_image = NULL;
  HuffmanTree* const huff_tree = (HuffmanTree*)WebPSafeMalloc(
      3ULL * CODE_LENGTH_CODES, sizeof(*huff_tree));
  if (huff_tree == NULL) {
    WebPEncodingSetError(pic, VP8_ENC_ERROR_OUT_OF_MEMORY);
    goto Error;
  }

  // Calculate backward references from ARGB image.
  if (!VP8LHashChainFill(hash_chain, quality, argb, width, height, low_effort,
                         pic, percent_range / 2, percent)) {
    goto Error;
  }
  if (!VP8LGetBackwardReferences(width, height, argb, quality, /*low_effort=*/0,
                                 kLZ77Standard | kLZ77RLE, cache_bits,
                                 /*do_no_cache=*/0, hash_chain, refs_array,
                                 &cache_bits, pic,
                                 percent_range - percent_range / 2, percent)) {
    goto Error;
  }
  refs = &refs_array[0];
  histogram_image = VP8LAllocateHistogramSet(1, cache_bits);
  if (histogram_image == NULL) {
    WebPEncodingSetError(pic, VP8_ENC_ERROR_OUT_OF_MEMORY);
    goto Error;
  }
  VP8LHistogramSetClear(histogram_image);

  // Build histogram image and symbols from backward references.
  VP8LHistogramStoreRefs(refs, histogram_image->histograms[0]);

  // Create Huffman bit lengths and codes for each histogram image.
  assert(histogram_image->size == 1);
  if (!GetHuffBitLengthsAndCodes(histogram_image, huffman_codes)) {
    WebPEncodingSetError(pic, VP8_ENC_ERROR_OUT_OF_MEMORY);
    goto Error;
  }

  // No color cache, no Huffman image.
  VP8LPutBits(bw, 0, 1);

  // Find maximum number of symbols for the huffman tree-set.
  for (i = 0; i < 5; ++i) {
    HuffmanTreeCode* const codes = &huffman_codes[i];
    if (max_tokens < codes->num_symbols) {
      max_tokens = codes->num_symbols;
    }
  }

  tokens = (HuffmanTreeToken*)WebPSafeMalloc(max_tokens, sizeof(*tokens));
  if (tokens == NULL) {
    WebPEncodingSetError(pic, VP8_ENC_ERROR_OUT_OF_MEMORY);
    goto Error;
  }

  // Store Huffman codes.
  for (i = 0; i < 5; ++i) {
    HuffmanTreeCode* const codes = &huffman_codes[i];
    StoreHuffmanCode(bw, huff_tree, tokens, codes);
    ClearHuffmanTreeIfOnlyOneSymbol(codes);
  }

  // Store actual literals.
  if (!StoreImageToBitMask(bw, width, 0, refs, histogram_symbols, huffman_codes,
                           pic)) {
    goto Error;
  }

 Error:
  WebPSafeFree(tokens);
  WebPSafeFree(huff_tree);
  VP8LFreeHistogramSet(histogram_image);
  WebPSafeFree(huffman_codes[0].codes);
  return (pic->error_code == VP8_ENC_OK);
}

// pic and percent are for progress.
static int EncodeImageInternal(
    VP8LBitWriter* const bw, const uint32_t* const argb,
    VP8LHashChain* const hash_chain, VP8LBackwardRefs refs_array[4], int width,
    int height, int quality, int low_effort, int use_cache,
    const CrunchConfig* const config, int* cache_bits, int histogram_bits,
    size_t init_byte_position, int* const hdr_size, int* const data_size,
    const WebPPicture* const pic, int percent_range, int* const percent) {
  const uint32_t histogram_image_xysize =
      VP8LSubSampleSize(width, histogram_bits) *
      VP8LSubSampleSize(height, histogram_bits);
  int remaining_percent = percent_range;
  int percent_start = *percent;
  VP8LHistogramSet* histogram_image = NULL;
  VP8LHistogram* tmp_histo = NULL;
  int histogram_image_size = 0;
  size_t bit_array_size = 0;
  HuffmanTree* const huff_tree = (HuffmanTree*)WebPSafeMalloc(
      3ULL * CODE_LENGTH_CODES, sizeof(*huff_tree));
  HuffmanTreeToken* tokens = NULL;
  HuffmanTreeCode* huffman_codes = NULL;
  uint16_t* const histogram_symbols = (uint16_t*)WebPSafeMalloc(
      histogram_image_xysize, sizeof(*histogram_symbols));
  int sub_configs_idx;
  int cache_bits_init, write_histogram_image;
  VP8LBitWriter bw_init = *bw, bw_best;
  int hdr_size_tmp;
  VP8LHashChain hash_chain_histogram;  // histogram image hash chain
  size_t bw_size_best = ~(size_t)0;
  assert(histogram_bits >= MIN_HUFFMAN_BITS);
  assert(histogram_bits <= MAX_HUFFMAN_BITS);
  assert(hdr_size != NULL);
  assert(data_size != NULL);

  memset(&hash_chain_histogram, 0, sizeof(hash_chain_histogram));
  if (!VP8LBitWriterInit(&bw_best, 0)) {
    WebPEncodingSetError(pic, VP8_ENC_ERROR_OUT_OF_MEMORY);
    goto Error;
  }

  // Make sure we can allocate the different objects.
  if (huff_tree == NULL || histogram_symbols == NULL ||
      !VP8LHashChainInit(&hash_chain_histogram, histogram_image_xysize)) {
    WebPEncodingSetError(pic, VP8_ENC_ERROR_OUT_OF_MEMORY);
    goto Error;
  }

  percent_range = remaining_percent / 5;
  if (!VP8LHashChainFill(hash_chain, quality, argb, width, height,
                         low_effort, pic, percent_range, percent)) {
    goto Error;
  }
  percent_start += percent_range;
  remaining_percent -= percent_range;

  if (use_cache) {
    // If the value is different from zero, it has been set during the
    // palette analysis.
    cache_bits_init = (*cache_bits == 0) ? MAX_COLOR_CACHE_BITS : *cache_bits;
  } else {
    cache_bits_init = 0;
  }
  // If several iterations will happen, clone into bw_best.
  if ((config->sub_configs_size_ > 1 || config->sub_configs_[0].do_no_cache_) &&
      !VP8LBitWriterClone(bw, &bw_best)) {
    WebPEncodingSetError(pic, VP8_ENC_ERROR_OUT_OF_MEMORY);
    goto Error;
  }

  for (sub_configs_idx = 0; sub_configs_idx < config->sub_configs_size_;
       ++sub_configs_idx) {
    const CrunchSubConfig* const sub_config =
        &config->sub_configs_[sub_configs_idx];
    int cache_bits_best, i_cache;
    int i_remaining_percent = remaining_percent / config->sub_configs_size_;
    int i_percent_range = i_remaining_percent / 4;
    i_remaining_percent -= i_percent_range;

    if (!VP8LGetBackwardReferences(
            width, height, argb, quality, low_effort, sub_config->lz77_,
            cache_bits_init, sub_config->do_no_cache_, hash_chain,
            &refs_array[0], &cache_bits_best, pic, i_percent_range, percent)) {
      goto Error;
    }

    for (i_cache = 0; i_cache < (sub_config->do_no_cache_ ? 2 : 1); ++i_cache) {
      const int cache_bits_tmp = (i_cache == 0) ? cache_bits_best : 0;
      // Speed-up: no need to study the no-cache case if it was already studied
      // in i_cache == 0.
      if (i_cache == 1 && cache_bits_best == 0) break;

      // Reset the bit writer for this iteration.
      VP8LBitWriterReset(&bw_init, bw);

      // Build histogram image and symbols from backward references.
      histogram_image =
          VP8LAllocateHistogramSet(histogram_image_xysize, cache_bits_tmp);
      tmp_histo = VP8LAllocateHistogram(cache_bits_tmp);
      if (histogram_image == NULL || tmp_histo == NULL) {
        WebPEncodingSetError(pic, VP8_ENC_ERROR_OUT_OF_MEMORY);
        goto Error;
      }

      i_percent_range = i_remaining_percent / 3;
      i_remaining_percent -= i_percent_range;
      if (!VP8LGetHistoImageSymbols(
              width, height, &refs_array[i_cache], quality, low_effort,
              histogram_bits, cache_bits_tmp, histogram_image, tmp_histo,
              histogram_symbols, pic, i_percent_range, percent)) {
        goto Error;
      }
      // Create Huffman bit lengths and codes for each histogram image.
      histogram_image_size = histogram_image->size;
      bit_array_size = 5 * histogram_image_size;
      huffman_codes = (HuffmanTreeCode*)WebPSafeCalloc(bit_array_size,
                                                       sizeof(*huffman_codes));
      // Note: some histogram_image entries may point to tmp_histos[], so the
      // latter need to outlive the following call to
      // GetHuffBitLengthsAndCodes().
      if (huffman_codes == NULL ||
          !GetHuffBitLengthsAndCodes(histogram_image, huffman_codes)) {
        WebPEncodingSetError(pic, VP8_ENC_ERROR_OUT_OF_MEMORY);
        goto Error;
      }
      // Free combined histograms.
      VP8LFreeHistogramSet(histogram_image);
      histogram_image = NULL;

      // Free scratch histograms.
      VP8LFreeHistogram(tmp_histo);
      tmp_histo = NULL;

      // Color Cache parameters.
      if (cache_bits_tmp > 0) {
        VP8LPutBits(bw, 1, 1);
        VP8LPutBits(bw, cache_bits_tmp, 4);
      } else {
        VP8LPutBits(bw, 0, 1);
      }

      // Huffman image + meta huffman.
      write_histogram_image = (histogram_image_size > 1);
      VP8LPutBits(bw, write_histogram_image, 1);
      if (write_histogram_image) {
        uint32_t* const histogram_argb = (uint32_t*)WebPSafeMalloc(
            histogram_image_xysize, sizeof(*histogram_argb));
        int max_index = 0;
        uint32_t i;
        if (histogram_argb == NULL) {
          WebPEncodingSetError(pic, VP8_ENC_ERROR_OUT_OF_MEMORY);
          goto Error;
        }
        for (i = 0; i < histogram_image_xysize; ++i) {
          const int symbol_index = histogram_symbols[i] & 0xffff;
          histogram_argb[i] = (symbol_index << 8);
          if (symbol_index >= max_index) {
            max_index = symbol_index + 1;
          }
        }
        histogram_image_size = max_index;

        VP8LPutBits(bw, histogram_bits - 2, 3);
        i_percent_range = i_remaining_percent / 2;
        i_remaining_percent -= i_percent_range;
        if (!EncodeImageNoHuffman(
                bw, histogram_argb, &hash_chain_histogram, &refs_array[2],
                VP8LSubSampleSize(width, histogram_bits),
                VP8LSubSampleSize(height, histogram_bits), quality, low_effort,
                pic, i_percent_range, percent)) {
          WebPSafeFree(histogram_argb);
          goto Error;
        }
        WebPSafeFree(histogram_argb);
      }

      // Store Huffman codes.
      {
        int i;
        int max_tokens = 0;
        // Find maximum number of symbols for the huffman tree-set.
        for (i = 0; i < 5 * histogram_image_size; ++i) {
          HuffmanTreeCode* const codes = &huffman_codes[i];
          if (max_tokens < codes->num_symbols) {
            max_tokens = codes->num_symbols;
          }
        }
        tokens = (HuffmanTreeToken*)WebPSafeMalloc(max_tokens, sizeof(*tokens));
        if (tokens == NULL) goto Error;
        for (i = 0; i < 5 * histogram_image_size; ++i) {
          HuffmanTreeCode* const codes = &huffman_codes[i];
          StoreHuffmanCode(bw, huff_tree, tokens, codes);
          ClearHuffmanTreeIfOnlyOneSymbol(codes);
        }
      }
      // Store actual literals.
      hdr_size_tmp = (int)(VP8LBitWriterNumBytes(bw) - init_byte_position);
      if (!StoreImageToBitMask(bw, width, histogram_bits, &refs_array[i_cache],
                               histogram_symbols, huffman_codes, pic)) {
        goto Error;
      }
      // Keep track of the smallest image so far.
      if (VP8LBitWriterNumBytes(bw) < bw_size_best) {
        bw_size_best = VP8LBitWriterNumBytes(bw);
        *cache_bits = cache_bits_tmp;
        *hdr_size = hdr_size_tmp;
        *data_size =
            (int)(VP8LBitWriterNumBytes(bw) - init_byte_position - *hdr_size);
        VP8LBitWriterSwap(bw, &bw_best);
      }
      WebPSafeFree(tokens);
      tokens = NULL;
      if (huffman_codes != NULL) {
        WebPSafeFree(huffman_codes->codes);
        WebPSafeFree(huffman_codes);
        huffman_codes = NULL;
      }
    }
  }
  VP8LBitWriterSwap(bw, &bw_best);

  if (!WebPReportProgress(pic, percent_start + remaining_percent, percent)) {
    goto Error;
  }

 Error:
  WebPSafeFree(tokens);
  WebPSafeFree(huff_tree);
  VP8LFreeHistogramSet(histogram_image);
  VP8LFreeHistogram(tmp_histo);
  VP8LHashChainClear(&hash_chain_histogram);
  if (huffman_codes != NULL) {
    WebPSafeFree(huffman_codes->codes);
    WebPSafeFree(huffman_codes);
  }
  WebPSafeFree(histogram_symbols);
  VP8LBitWriterWipeOut(&bw_best);
  return (pic->error_code == VP8_ENC_OK);
}

// -----------------------------------------------------------------------------
// Transforms

static void ApplySubtractGreen(VP8LEncoder* const enc, int width, int height,
                               VP8LBitWriter* const bw) {
  VP8LPutBits(bw, TRANSFORM_PRESENT, 1);
  VP8LPutBits(bw, SUBTRACT_GREEN_TRANSFORM, 2);
  VP8LSubtractGreenFromBlueAndRed(enc->argb_, width * height);
}

static int ApplyPredictFilter(const VP8LEncoder* const enc, int width,
                              int height, int quality, int low_effort,
                              int used_subtract_green, VP8LBitWriter* const bw,
                              int percent_range, int* const percent) {
  const int pred_bits = enc->transform_bits_;
  const int transform_width = VP8LSubSampleSize(width, pred_bits);
  const int transform_height = VP8LSubSampleSize(height, pred_bits);
  // we disable near-lossless quantization if palette is used.
  const int near_lossless_strength =
      enc->use_palette_ ? 100 : enc->config_->near_lossless;

  if (!VP8LResidualImage(
          width, height, pred_bits, low_effort, enc->argb_, enc->argb_scratch_,
          enc->transform_data_, near_lossless_strength, enc->config_->exact,
          used_subtract_green, enc->pic_, percent_range / 2, percent)) {
    return 0;
  }
  VP8LPutBits(bw, TRANSFORM_PRESENT, 1);
  VP8LPutBits(bw, PREDICTOR_TRANSFORM, 2);
  assert(pred_bits >= 2);
  VP8LPutBits(bw, pred_bits - 2, 3);
  return EncodeImageNoHuffman(
      bw, enc->transform_data_, (VP8LHashChain*)&enc->hash_chain_,
      (VP8LBackwardRefs*)&enc->refs_[0], transform_width, transform_height,
      quality, low_effort, enc->pic_, percent_range - percent_range / 2,
      percent);
}

static int ApplyCrossColorFilter(const VP8LEncoder* const enc, int width,
                                 int height, int quality, int low_effort,
                                 VP8LBitWriter* const bw, int percent_range,
                                 int* const percent) {
  const int ccolor_transform_bits = enc->transform_bits_;
  const int transform_width = VP8LSubSampleSize(width, ccolor_transform_bits);
  const int transform_height = VP8LSubSampleSize(height, ccolor_transform_bits);

  if (!VP8LColorSpaceTransform(width, height, ccolor_transform_bits, quality,
                               enc->argb_, enc->transform_data_, enc->pic_,
                               percent_range / 2, percent)) {
    return 0;
  }
  VP8LPutBits(bw, TRANSFORM_PRESENT, 1);
  VP8LPutBits(bw, CROSS_COLOR_TRANSFORM, 2);
  assert(ccolor_transform_bits >= 2);
  VP8LPutBits(bw, ccolor_transform_bits - 2, 3);
  return EncodeImageNoHuffman(
      bw, enc->transform_data_, (VP8LHashChain*)&enc->hash_chain_,
      (VP8LBackwardRefs*)&enc->refs_[0], transform_width, transform_height,
      quality, low_effort, enc->pic_, percent_range - percent_range / 2,
      percent);
}

// -----------------------------------------------------------------------------

static int WriteRiffHeader(const WebPPicture* const pic, size_t riff_size,
                           size_t vp8l_size) {
  uint8_t riff[RIFF_HEADER_SIZE + CHUNK_HEADER_SIZE + VP8L_SIGNATURE_SIZE] = {
    'R', 'I', 'F', 'F', 0, 0, 0, 0, 'W', 'E', 'B', 'P',
    'V', 'P', '8', 'L', 0, 0, 0, 0, VP8L_MAGIC_BYTE,
  };
  PutLE32(riff + TAG_SIZE, (uint32_t)riff_size);
  PutLE32(riff + RIFF_HEADER_SIZE + TAG_SIZE, (uint32_t)vp8l_size);
  return pic->writer(riff, sizeof(riff), pic);
}

static int WriteImageSize(const WebPPicture* const pic,
                          VP8LBitWriter* const bw) {
  const int width = pic->width - 1;
  const int height = pic->height - 1;
  assert(width < WEBP_MAX_DIMENSION && height < WEBP_MAX_DIMENSION);

  VP8LPutBits(bw, width, VP8L_IMAGE_SIZE_BITS);
  VP8LPutBits(bw, height, VP8L_IMAGE_SIZE_BITS);
  return !bw->error_;
}

static int WriteRealAlphaAndVersion(VP8LBitWriter* const bw, int has_alpha) {
  VP8LPutBits(bw, has_alpha, 1);
  VP8LPutBits(bw, VP8L_VERSION, VP8L_VERSION_BITS);
  return !bw->error_;
}

static int WriteImage(const WebPPicture* const pic, VP8LBitWriter* const bw,
                      size_t* const coded_size) {
  const uint8_t* const webpll_data = VP8LBitWriterFinish(bw);
  const size_t webpll_size = VP8LBitWriterNumBytes(bw);
  const size_t vp8l_size = VP8L_SIGNATURE_SIZE + webpll_size;
  const size_t pad = vp8l_size & 1;
  const size_t riff_size = TAG_SIZE + CHUNK_HEADER_SIZE + vp8l_size + pad;

  if (!WriteRiffHeader(pic, riff_size, vp8l_size) ||
      !pic->writer(webpll_data, webpll_size, pic)) {
    WebPEncodingSetError(pic, VP8_ENC_ERROR_BAD_WRITE);
    return 0;
  }

  if (pad) {
    const uint8_t pad_byte[1] = { 0 };
    if (!pic->writer(pad_byte, 1, pic)) {
      WebPEncodingSetError(pic, VP8_ENC_ERROR_BAD_WRITE);
      return 0;
    }
  }
  *coded_size = CHUNK_HEADER_SIZE + riff_size;
  return 1;
}

// -----------------------------------------------------------------------------

static void ClearTransformBuffer(VP8LEncoder* const enc) {
  WebPSafeFree(enc->transform_mem_);
  enc->transform_mem_ = NULL;
  enc->transform_mem_size_ = 0;
}

// Allocates the memory for argb (W x H) buffer, 2 rows of context for
// prediction and transform data.
// Flags influencing the memory allocated:
//  enc->transform_bits_
//  enc->use_predict_, enc->use_cross_color_
static int AllocateTransformBuffer(VP8LEncoder* const enc, int width,
                                   int height) {
  const uint64_t image_size = width * height;
  // VP8LResidualImage needs room for 2 scanlines of uint32 pixels with an extra
  // pixel in each, plus 2 regular scanlines of bytes.
  // TODO(skal): Clean up by using arithmetic in bytes instead of words.
  const uint64_t argb_scratch_size =
      enc->use_predict_ ? (width + 1) * 2 + (width * 2 + sizeof(uint32_t) - 1) /
                                                sizeof(uint32_t)
                        : 0;
  const uint64_t transform_data_size =
      (enc->use_predict_ || enc->use_cross_color_)
          ? VP8LSubSampleSize(width, enc->transform_bits_) *
                VP8LSubSampleSize(height, enc->transform_bits_)
          : 0;
  const uint64_t max_alignment_in_words =
      (WEBP_ALIGN_CST + sizeof(uint32_t) - 1) / sizeof(uint32_t);
  const uint64_t mem_size = image_size + max_alignment_in_words +
                            argb_scratch_size + max_alignment_in_words +
                            transform_data_size;
  uint32_t* mem = enc->transform_mem_;
  if (mem == NULL || mem_size > enc->transform_mem_size_) {
    ClearTransformBuffer(enc);
    mem = (uint32_t*)WebPSafeMalloc(mem_size, sizeof(*mem));
    if (mem == NULL) {
      WebPEncodingSetError(enc->pic_, VP8_ENC_ERROR_OUT_OF_MEMORY);
      return 0;
    }
    enc->transform_mem_ = mem;
    enc->transform_mem_size_ = (size_t)mem_size;
    enc->argb_content_ = kEncoderNone;
  }
  enc->argb_ = mem;
  mem = (uint32_t*)WEBP_ALIGN(mem + image_size);
  enc->argb_scratch_ = mem;
  mem = (uint32_t*)WEBP_ALIGN(mem + argb_scratch_size);
  enc->transform_data_ = mem;

  enc->current_width_ = width;
  return 1;
}

static int MakeInputImageCopy(VP8LEncoder* const enc) {
  const WebPPicture* const picture = enc->pic_;
  const int width = picture->width;
  const int height = picture->height;

  if (!AllocateTransformBuffer(enc, width, height)) return 0;
  if (enc->argb_content_ == kEncoderARGB) return 1;

  {
    uint32_t* dst = enc->argb_;
    const uint32_t* src = picture->argb;
    int y;
    for (y = 0; y < height; ++y) {
      memcpy(dst, src, width * sizeof(*dst));
      dst += width;
      src += picture->argb_stride;
    }
  }
  enc->argb_content_ = kEncoderARGB;
  assert(enc->current_width_ == width);
  return 1;
}

// -----------------------------------------------------------------------------

#define APPLY_PALETTE_GREEDY_MAX 4

static WEBP_INLINE uint32_t SearchColorGreedy(const uint32_t palette[],
                                              int palette_size,
                                              uint32_t color) {
  (void)palette_size;
  assert(palette_size < APPLY_PALETTE_GREEDY_MAX);
  assert(3 == APPLY_PALETTE_GREEDY_MAX - 1);
  if (color == palette[0]) return 0;
  if (color == palette[1]) return 1;
  if (color == palette[2]) return 2;
  return 3;
}

static WEBP_INLINE uint32_t ApplyPaletteHash0(uint32_t color) {
  // Focus on the green color.
  return (color >> 8) & 0xff;
}

#define PALETTE_INV_SIZE_BITS 11
#define PALETTE_INV_SIZE (1 << PALETTE_INV_SIZE_BITS)

static WEBP_INLINE uint32_t ApplyPaletteHash1(uint32_t color) {
  // Forget about alpha.
  return ((uint32_t)((color & 0x00ffffffu) * 4222244071ull)) >>
         (32 - PALETTE_INV_SIZE_BITS);
}

static WEBP_INLINE uint32_t ApplyPaletteHash2(uint32_t color) {
  // Forget about alpha.
  return ((uint32_t)((color & 0x00ffffffu) * ((1ull << 31) - 1))) >>
         (32 - PALETTE_INV_SIZE_BITS);
}

// Use 1 pixel cache for ARGB pixels.
#define APPLY_PALETTE_FOR(COLOR_INDEX) do {         \
  uint32_t prev_pix = palette[0];                   \
  uint32_t prev_idx = 0;                            \
  for (y = 0; y < height; ++y) {                    \
    for (x = 0; x < width; ++x) {                   \
      const uint32_t pix = src[x];                  \
      if (pix != prev_pix) {                        \
        prev_idx = COLOR_INDEX;                     \
        prev_pix = pix;                             \
      }                                             \
      tmp_row[x] = prev_idx;                        \
    }                                               \
    VP8LBundleColorMap(tmp_row, width, xbits, dst); \
    src += src_stride;                              \
    dst += dst_stride;                              \
  }                                                 \
} while (0)

// Remap argb values in src[] to packed palettes entries in dst[]
// using 'row' as a temporary buffer of size 'width'.
// We assume that all src[] values have a corresponding entry in the palette.
// Note: src[] can be the same as dst[]
static int ApplyPalette(const uint32_t* src, uint32_t src_stride, uint32_t* dst,
                        uint32_t dst_stride, const uint32_t* palette,
                        int palette_size, int width, int height, int xbits,
                        const WebPPicture* const pic) {
  // TODO(skal): this tmp buffer is not needed if VP8LBundleColorMap() can be
  // made to work in-place.
  uint8_t* const tmp_row = (uint8_t*)WebPSafeMalloc(width, sizeof(*tmp_row));
  int x, y;

  if (tmp_row == NULL) {
    WebPEncodingSetError(pic, VP8_ENC_ERROR_OUT_OF_MEMORY);
    return 0;
  }

  if (palette_size < APPLY_PALETTE_GREEDY_MAX) {
    APPLY_PALETTE_FOR(SearchColorGreedy(palette, palette_size, pix));
  } else {
    int i, j;
    uint16_t buffer[PALETTE_INV_SIZE];
    uint32_t (*const hash_functions[])(uint32_t) = {
        ApplyPaletteHash0, ApplyPaletteHash1, ApplyPaletteHash2
    };

    // Try to find a perfect hash function able to go from a color to an index
    // within 1 << PALETTE_INV_SIZE_BITS in order to build a hash map to go
    // from color to index in palette.
    for (i = 0; i < 3; ++i) {
      int use_LUT = 1;
      // Set each element in buffer to max uint16_t.
      memset(buffer, 0xff, sizeof(buffer));
      for (j = 0; j < palette_size; ++j) {
        const uint32_t ind = hash_functions[i](palette[j]);
        if (buffer[ind] != 0xffffu) {
          use_LUT = 0;
          break;
        } else {
          buffer[ind] = j;
        }
      }
      if (use_LUT) break;
    }

    if (i == 0) {
      APPLY_PALETTE_FOR(buffer[ApplyPaletteHash0(pix)]);
    } else if (i == 1) {
      APPLY_PALETTE_FOR(buffer[ApplyPaletteHash1(pix)]);
    } else if (i == 2) {
      APPLY_PALETTE_FOR(buffer[ApplyPaletteHash2(pix)]);
    } else {
      uint32_t idx_map[MAX_PALETTE_SIZE];
      uint32_t palette_sorted[MAX_PALETTE_SIZE];
      PrepareMapToPalette(palette, palette_size, palette_sorted, idx_map);
      APPLY_PALETTE_FOR(
          idx_map[SearchColorNoIdx(palette_sorted, pix, palette_size)]);
    }
  }
  WebPSafeFree(tmp_row);
  return 1;
}
#undef APPLY_PALETTE_FOR
#undef PALETTE_INV_SIZE_BITS
#undef PALETTE_INV_SIZE
#undef APPLY_PALETTE_GREEDY_MAX

// Note: Expects "enc->palette_" to be set properly.
static int MapImageFromPalette(VP8LEncoder* const enc, int in_place) {
  const WebPPicture* const pic = enc->pic_;
  const int width = pic->width;
  const int height = pic->height;
  const uint32_t* const palette = enc->palette_;
  const uint32_t* src = in_place ? enc->argb_ : pic->argb;
  const int src_stride = in_place ? enc->current_width_ : pic->argb_stride;
  const int palette_size = enc->palette_size_;
  int xbits;

  // Replace each input pixel by corresponding palette index.
  // This is done line by line.
  if (palette_size <= 4) {
    xbits = (palette_size <= 2) ? 3 : 2;
  } else {
    xbits = (palette_size <= 16) ? 1 : 0;
  }

  if (!AllocateTransformBuffer(enc, VP8LSubSampleSize(width, xbits), height)) {
    return 0;
  }
  if (!ApplyPalette(src, src_stride,
                     enc->argb_, enc->current_width_,
                     palette, palette_size, width, height, xbits, pic)) {
    return 0;
  }
  enc->argb_content_ = kEncoderPalette;
  return 1;
}

// Save palette_[] to bitstream.
static WebPEncodingError EncodePalette(VP8LBitWriter* const bw, int low_effort,
                                       VP8LEncoder* const enc,
                                       int percent_range, int* const percent) {
  int i;
  uint32_t tmp_palette[MAX_PALETTE_SIZE];
  const int palette_size = enc->palette_size_;
  const uint32_t* const palette = enc->palette_;
  VP8LPutBits(bw, TRANSFORM_PRESENT, 1);
  VP8LPutBits(bw, COLOR_INDEXING_TRANSFORM, 2);
  assert(palette_size >= 1 && palette_size <= MAX_PALETTE_SIZE);
  VP8LPutBits(bw, palette_size - 1, 8);
  for (i = palette_size - 1; i >= 1; --i) {
    tmp_palette[i] = VP8LSubPixels(palette[i], palette[i - 1]);
  }
  tmp_palette[0] = palette[0];
  return EncodeImageNoHuffman(bw, tmp_palette, &enc->hash_chain_,
                              &enc->refs_[0], palette_size, 1, /*quality=*/20,
                              low_effort, enc->pic_, percent_range, percent);
}

// -----------------------------------------------------------------------------
// VP8LEncoder

static VP8LEncoder* VP8LEncoderNew(const WebPConfig* const config,
                                   const WebPPicture* const picture) {
  VP8LEncoder* const enc = (VP8LEncoder*)WebPSafeCalloc(1ULL, sizeof(*enc));
  if (enc == NULL) {
    WebPEncodingSetError(picture, VP8_ENC_ERROR_OUT_OF_MEMORY);
    return NULL;
  }
  enc->config_ = config;
  enc->pic_ = picture;
  enc->argb_content_ = kEncoderNone;

  VP8LEncDspInit();

  return enc;
}

static void VP8LEncoderDelete(VP8LEncoder* enc) {
  if (enc != NULL) {
    int i;
    VP8LHashChainClear(&enc->hash_chain_);
    for (i = 0; i < 4; ++i) VP8LBackwardRefsClear(&enc->refs_[i]);
    ClearTransformBuffer(enc);
    WebPSafeFree(enc);
  }
}

// -----------------------------------------------------------------------------
// Main call

typedef struct {
  const WebPConfig* config_;
  const WebPPicture* picture_;
  VP8LBitWriter* bw_;
  VP8LEncoder* enc_;
  int use_cache_;
  CrunchConfig crunch_configs_[CRUNCH_CONFIGS_MAX];
  int num_crunch_configs_;
  int red_and_blue_always_zero_;
  WebPAuxStats* stats_;
} StreamEncodeContext;

static int EncodeStreamHook(void* input, void* data2) {
  StreamEncodeContext* const params = (StreamEncodeContext*)input;
  const WebPConfig* const config = params->config_;
  const WebPPicture* const picture = params->picture_;
  VP8LBitWriter* const bw = params->bw_;
  VP8LEncoder* const enc = params->enc_;
  const int use_cache = params->use_cache_;
  const CrunchConfig* const crunch_configs = params->crunch_configs_;
  const int num_crunch_configs = params->num_crunch_configs_;
  const int red_and_blue_always_zero = params->red_and_blue_always_zero_;
#if !defined(WEBP_DISABLE_STATS)
  WebPAuxStats* const stats = params->stats_;
#endif
  const int quality = (int)config->quality;
  const int low_effort = (config->method == 0);
#if (WEBP_NEAR_LOSSLESS == 1)
  const int width = picture->width;
#endif
  const int height = picture->height;
  const size_t byte_position = VP8LBitWriterNumBytes(bw);
  int percent = 2;  // for WebPProgressHook
#if (WEBP_NEAR_LOSSLESS == 1)
  int use_near_lossless = 0;
#endif
  int hdr_size = 0;
  int data_size = 0;
  int use_delta_palette = 0;
  int idx;
  size_t best_size = ~(size_t)0;
  VP8LBitWriter bw_init = *bw, bw_best;
  (void)data2;

  if (!VP8LBitWriterInit(&bw_best, 0) ||
      (num_crunch_configs > 1 && !VP8LBitWriterClone(bw, &bw_best))) {
    WebPEncodingSetError(picture, VP8_ENC_ERROR_OUT_OF_MEMORY);
    goto Error;
  }

  for (idx = 0; idx < num_crunch_configs; ++idx) {
    const int entropy_idx = crunch_configs[idx].entropy_idx_;
    int remaining_percent = 97 / num_crunch_configs, percent_range;
    enc->use_palette_ =
        (entropy_idx == kPalette) || (entropy_idx == kPaletteAndSpatial);
    enc->use_subtract_green_ =
        (entropy_idx == kSubGreen) || (entropy_idx == kSpatialSubGreen);
    enc->use_predict_ = (entropy_idx == kSpatial) ||
                        (entropy_idx == kSpatialSubGreen) ||
                        (entropy_idx == kPaletteAndSpatial);
    // When using a palette, R/B==0, hence no need to test for cross-color.
    if (low_effort || enc->use_palette_) {
      enc->use_cross_color_ = 0;
    } else {
      enc->use_cross_color_ = red_and_blue_always_zero ? 0 : enc->use_predict_;
    }
    // Reset any parameter in the encoder that is set in the previous iteration.
    enc->cache_bits_ = 0;
    VP8LBackwardRefsClear(&enc->refs_[0]);
    VP8LBackwardRefsClear(&enc->refs_[1]);

#if (WEBP_NEAR_LOSSLESS == 1)
    // Apply near-lossless preprocessing.
    use_near_lossless = (config->near_lossless < 100) && !enc->use_palette_ &&
                        !enc->use_predict_;
    if (use_near_lossless) {
      if (!AllocateTransformBuffer(enc, width, height)) goto Error;
      if ((enc->argb_content_ != kEncoderNearLossless) &&
          !VP8ApplyNearLossless(picture, config->near_lossless, enc->argb_)) {
        WebPEncodingSetError(picture, VP8_ENC_ERROR_OUT_OF_MEMORY);
        goto Error;
      }
      enc->argb_content_ = kEncoderNearLossless;
    } else {
      enc->argb_content_ = kEncoderNone;
    }
#else
    enc->argb_content_ = kEncoderNone;
#endif

    // Encode palette
    if (enc->use_palette_) {
      if (crunch_configs[idx].palette_sorting_type_ == kSortedDefault) {
        // Nothing to do, we have already sorted the palette.
        memcpy(enc->palette_, enc->palette_sorted_,
               enc->palette_size_ * sizeof(*enc->palette_));
      } else if (crunch_configs[idx].palette_sorting_type_ == kMinimizeDelta) {
        PaletteSortMinimizeDeltas(enc->palette_sorted_, enc->palette_size_,
                                  enc->palette_);
      } else {
        assert(crunch_configs[idx].palette_sorting_type_ == kModifiedZeng);
        if (!PaletteSortModifiedZeng(enc->pic_, enc->palette_sorted_,
                                      enc->palette_size_, enc->palette_)) {
          goto Error;
        }
      }
      percent_range = remaining_percent / 4;
      if (!EncodePalette(bw, low_effort, enc, percent_range, &percent)) {
        goto Error;
      }
      remaining_percent -= percent_range;
      if (!MapImageFromPalette(enc, use_delta_palette)) goto Error;
      // If using a color cache, do not have it bigger than the number of
      // colors.
      if (use_cache && enc->palette_size_ < (1 << MAX_COLOR_CACHE_BITS)) {
        enc->cache_bits_ = BitsLog2Floor(enc->palette_size_) + 1;
      }
    }
    if (!use_delta_palette) {
      // In case image is not packed.
      if (enc->argb_content_ != kEncoderNearLossless &&
          enc->argb_content_ != kEncoderPalette) {
        if (!MakeInputImageCopy(enc)) goto Error;
      }

      // -----------------------------------------------------------------------
      // Apply transforms and write transform data.

      if (enc->use_subtract_green_) {
        ApplySubtractGreen(enc, enc->current_width_, height, bw);
      }

      if (enc->use_predict_) {
        percent_range = remaining_percent / 3;
        if (!ApplyPredictFilter(enc, enc->current_width_, height, quality,
                                low_effort, enc->use_subtract_green_, bw,
                                percent_range, &percent)) {
          goto Error;
        }
        remaining_percent -= percent_range;
      }

      if (enc->use_cross_color_) {
        percent_range = remaining_percent / 2;
        if (!ApplyCrossColorFilter(enc, enc->current_width_, height, quality,
                                   low_effort, bw, percent_range, &percent)) {
          goto Error;
        }
        remaining_percent -= percent_range;
      }
    }

    VP8LPutBits(bw, !TRANSFORM_PRESENT, 1);  // No more transforms.

    // -------------------------------------------------------------------------
    // Encode and write the transformed image.
    if (!EncodeImageInternal(
            bw, enc->argb_, &enc->hash_chain_, enc->refs_, enc->current_width_,
            height, quality, low_effort, use_cache, &crunch_configs[idx],
            &enc->cache_bits_, enc->histo_bits_, byte_position, &hdr_size,
            &data_size, picture, remaining_percent, &percent)) {
      goto Error;
    }

    // If we are better than what we already have.
    if (VP8LBitWriterNumBytes(bw) < best_size) {
      best_size = VP8LBitWriterNumBytes(bw);
      // Store the BitWriter.
      VP8LBitWriterSwap(bw, &bw_best);
#if !defined(WEBP_DISABLE_STATS)
      // Update the stats.
      if (stats != NULL) {
        stats->lossless_features = 0;
        if (enc->use_predict_) stats->lossless_features |= 1;
        if (enc->use_cross_color_) stats->lossless_features |= 2;
        if (enc->use_subtract_green_) stats->lossless_features |= 4;
        if (enc->use_palette_) stats->lossless_features |= 8;
        stats->histogram_bits = enc->histo_bits_;
        stats->transform_bits = enc->transform_bits_;
        stats->cache_bits = enc->cache_bits_;
        stats->palette_size = enc->palette_size_;
        stats->lossless_size = (int)(best_size - byte_position);
        stats->lossless_hdr_size = hdr_size;
        stats->lossless_data_size = data_size;
      }
#endif
    }
    // Reset the bit writer for the following iteration if any.
    if (num_crunch_configs > 1) VP8LBitWriterReset(&bw_init, bw);
  }
  VP8LBitWriterSwap(&bw_best, bw);

 Error:
  VP8LBitWriterWipeOut(&bw_best);
  // The hook should return false in case of error.
  return (params->picture_->error_code == VP8_ENC_OK);
}

int VP8LEncodeStream(const WebPConfig* const config,
                     const WebPPicture* const picture,
                     VP8LBitWriter* const bw_main, int use_cache) {
  VP8LEncoder* const enc_main = VP8LEncoderNew(config, picture);
  VP8LEncoder* enc_side = NULL;
  CrunchConfig crunch_configs[CRUNCH_CONFIGS_MAX];
  int num_crunch_configs_main, num_crunch_configs_side = 0;
  int idx;
  int red_and_blue_always_zero = 0;
  WebPWorker worker_main, worker_side;
  StreamEncodeContext params_main, params_side;
  // The main thread uses picture->stats, the side thread uses stats_side.
  WebPAuxStats stats_side;
  VP8LBitWriter bw_side;
  WebPPicture picture_side;
  const WebPWorkerInterface* const worker_interface = WebPGetWorkerInterface();
  int ok_main;

  if (enc_main == NULL || !VP8LBitWriterInit(&bw_side, 0)) {
    WebPEncodingSetError(picture, VP8_ENC_ERROR_OUT_OF_MEMORY);
    VP8LEncoderDelete(enc_main);
    return 0;
  }

  // Avoid "garbage value" error from Clang's static analysis tool.
  WebPPictureInit(&picture_side);

  // Analyze image (entropy, num_palettes etc)
  if (!EncoderAnalyze(enc_main, crunch_configs, &num_crunch_configs_main,
                      &red_and_blue_always_zero) ||
      !EncoderInit(enc_main)) {
    WebPEncodingSetError(picture, VP8_ENC_ERROR_OUT_OF_MEMORY);
    goto Error;
  }

  // Split the configs between the main and side threads (if any).
  if (config->thread_level > 0) {
    num_crunch_configs_side = num_crunch_configs_main / 2;
    for (idx = 0; idx < num_crunch_configs_side; ++idx) {
      params_side.crunch_configs_[idx] =
          crunch_configs[num_crunch_configs_main - num_crunch_configs_side +
                         idx];
    }
    params_side.num_crunch_configs_ = num_crunch_configs_side;
  }
  num_crunch_configs_main -= num_crunch_configs_side;
  for (idx = 0; idx < num_crunch_configs_main; ++idx) {
    params_main.crunch_configs_[idx] = crunch_configs[idx];
  }
  params_main.num_crunch_configs_ = num_crunch_configs_main;

  // Fill in the parameters for the thread workers.
  {
    const int params_size = (num_crunch_configs_side > 0) ? 2 : 1;
    for (idx = 0; idx < params_size; ++idx) {
      // Create the parameters for each worker.
      WebPWorker* const worker = (idx == 0) ? &worker_main : &worker_side;
      StreamEncodeContext* const param =
          (idx == 0) ? &params_main : &params_side;
      param->config_ = config;
      param->use_cache_ = use_cache;
      param->red_and_blue_always_zero_ = red_and_blue_always_zero;
      if (idx == 0) {
        param->picture_ = picture;
        param->stats_ = picture->stats;
        param->bw_ = bw_main;
        param->enc_ = enc_main;
      } else {
        // Create a side picture (error_code is not thread-safe).
        if (!WebPPictureView(picture, /*left=*/0, /*top=*/0, picture->width,
                             picture->height, &picture_side)) {
          assert(0);
        }
        picture_side.progress_hook = NULL;  // Progress hook is not thread-safe.
        param->picture_ = &picture_side;  // No need to free a view afterwards.
        param->stats_ = (picture->stats == NULL) ? NULL : &stats_side;
        // Create a side bit writer.
        if (!VP8LBitWriterClone(bw_main, &bw_side)) {
          WebPEncodingSetError(picture, VP8_ENC_ERROR_OUT_OF_MEMORY);
          goto Error;
        }
        param->bw_ = &bw_side;
        // Create a side encoder.
        enc_side = VP8LEncoderNew(config, &picture_side);
        if (enc_side == NULL || !EncoderInit(enc_side)) {
          WebPEncodingSetError(picture, VP8_ENC_ERROR_OUT_OF_MEMORY);
          goto Error;
        }
        // Copy the values that were computed for the main encoder.
        enc_side->histo_bits_ = enc_main->histo_bits_;
        enc_side->transform_bits_ = enc_main->transform_bits_;
        enc_side->palette_size_ = enc_main->palette_size_;
        memcpy(enc_side->palette_, enc_main->palette_,
               sizeof(enc_main->palette_));
        memcpy(enc_side->palette_sorted_, enc_main->palette_sorted_,
               sizeof(enc_main->palette_sorted_));
        param->enc_ = enc_side;
      }
      // Create the workers.
      worker_interface->Init(worker);
      worker->data1 = param;
      worker->data2 = NULL;
      worker->hook = EncodeStreamHook;
    }
  }

  // Start the second thread if needed.
  if (num_crunch_configs_side != 0) {
    if (!worker_interface->Reset(&worker_side)) {
      WebPEncodingSetError(picture, VP8_ENC_ERROR_OUT_OF_MEMORY);
      goto Error;
    }
#if !defined(WEBP_DISABLE_STATS)
    // This line is here and not in the param initialization above to remove a
    // Clang static analyzer warning.
    if (picture->stats != NULL) {
      memcpy(&stats_side, picture->stats, sizeof(stats_side));
    }
#endif
    worker_interface->Launch(&worker_side);
  }
  // Execute the main thread.
  worker_interface->Execute(&worker_main);
  ok_main = worker_interface->Sync(&worker_main);
  worker_interface->End(&worker_main);
  if (num_crunch_configs_side != 0) {
    // Wait for the second thread.
    const int ok_side = worker_interface->Sync(&worker_side);
    worker_interface->End(&worker_side);
    if (!ok_main || !ok_side) {
      if (picture->error_code == VP8_ENC_OK) {
        assert(picture_side.error_code != VP8_ENC_OK);
        WebPEncodingSetError(picture, picture_side.error_code);
      }
      goto Error;
    }
    if (VP8LBitWriterNumBytes(&bw_side) < VP8LBitWriterNumBytes(bw_main)) {
      VP8LBitWriterSwap(bw_main, &bw_side);
#if !defined(WEBP_DISABLE_STATS)
      if (picture->stats != NULL) {
        memcpy(picture->stats, &stats_side, sizeof(*picture->stats));
      }
#endif
    }
  }

 Error:
  VP8LBitWriterWipeOut(&bw_side);
  VP8LEncoderDelete(enc_main);
  VP8LEncoderDelete(enc_side);
  return (picture->error_code == VP8_ENC_OK);
}

#undef CRUNCH_CONFIGS_MAX
#undef CRUNCH_SUBCONFIGS_MAX

int VP8LEncodeImage(const WebPConfig* const config,
                    const WebPPicture* const picture) {
  int width, height;
  int has_alpha;
  size_t coded_size;
  int percent = 0;
  int initial_size;
  VP8LBitWriter bw;

  if (picture == NULL) return 0;

  if (config == NULL || picture->argb == NULL) {
    WebPEncodingSetError(picture, VP8_ENC_ERROR_NULL_PARAMETER);
    return 0;
  }

  width = picture->width;
  height = picture->height;
  // Initialize BitWriter with size corresponding to 16 bpp to photo images and
  // 8 bpp for graphical images.
  initial_size = (config->image_hint == WEBP_HINT_GRAPH) ?
      width * height : width * height * 2;
  if (!VP8LBitWriterInit(&bw, initial_size)) {
    WebPEncodingSetError(picture, VP8_ENC_ERROR_OUT_OF_MEMORY);
    goto Error;
  }

  if (!WebPReportProgress(picture, 1, &percent)) {
 UserAbort:
    WebPEncodingSetError(picture, VP8_ENC_ERROR_USER_ABORT);
    goto Error;
  }
  // Reset stats (for pure lossless coding)
  if (picture->stats != NULL) {
    WebPAuxStats* const stats = picture->stats;
    memset(stats, 0, sizeof(*stats));
    stats->PSNR[0] = 99.f;
    stats->PSNR[1] = 99.f;
    stats->PSNR[2] = 99.f;
    stats->PSNR[3] = 99.f;
    stats->PSNR[4] = 99.f;
  }

  // Write image size.
  if (!WriteImageSize(picture, &bw)) {
    WebPEncodingSetError(picture, VP8_ENC_ERROR_OUT_OF_MEMORY);
    goto Error;
  }

  has_alpha = WebPPictureHasTransparency(picture);
  // Write the non-trivial Alpha flag and lossless version.
  if (!WriteRealAlphaAndVersion(&bw, has_alpha)) {
    WebPEncodingSetError(picture, VP8_ENC_ERROR_OUT_OF_MEMORY);
    goto Error;
  }

  if (!WebPReportProgress(picture, 2, &percent)) goto UserAbort;

  // Encode main image stream.
  if (!VP8LEncodeStream(config, picture, &bw, 1 /*use_cache*/)) goto Error;

  if (!WebPReportProgress(picture, 99, &percent)) goto UserAbort;

  // Finish the RIFF chunk.
  if (!WriteImage(picture, &bw, &coded_size)) goto Error;

  if (!WebPReportProgress(picture, 100, &percent)) goto UserAbort;

#if !defined(WEBP_DISABLE_STATS)
  // Save size.
  if (picture->stats != NULL) {
    picture->stats->coded_size += (int)coded_size;
    picture->stats->lossless_size = (int)coded_size;
  }
#endif

  if (picture->extra_info != NULL) {
    const int mb_w = (width + 15) >> 4;
    const int mb_h = (height + 15) >> 4;
    memset(picture->extra_info, 0, mb_w * mb_h * sizeof(*picture->extra_info));
  }

 Error:
  if (bw.error_) {
    WebPEncodingSetError(picture, VP8_ENC_ERROR_OUT_OF_MEMORY);
  }
  VP8LBitWriterWipeOut(&bw);
  return (picture->error_code == VP8_ENC_OK);
}

//------------------------------------------------------------------------------