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// Copyright 2013 Google Inc. All Rights Reserved.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
//
// Literal cost model to allow backward reference replacement to be efficient.

#include "./literal_cost.h"

#include <math.h>
#include <stdint.h>
#include <algorithm>

namespace brotli {

static int UTF8Position(int last, int c, int clamp) {
  if (c < 128) {
    return 0;  // Next one is the 'Byte 1' again.
  } else if (c >= 192) {
    return std::min(1, clamp);  // Next one is the 'Byte 2' of utf-8 encoding.
  } else {
    // Let's decide over the last byte if this ends the sequence.
    if (last < 0xe0) {
      return 0;  // Completed two or three byte coding.
    } else {
      return std::min(2, clamp);  // Next one is the 'Byte 3' of utf-8 encoding.
    }
  }
}

static int DecideMultiByteStatsLevel(size_t pos, size_t len, size_t mask,
                                     const uint8_t *data) {
  int counts[3] = { 0 };
  int max_utf8 = 1;  // should be 2, but 1 compresses better.
  int last_c = 0;
  int utf8_pos = 0;
  for (int i = 0; i < len; ++i) {
    int c = data[(pos + i) & mask];
    utf8_pos = UTF8Position(last_c, c, 2);
    ++counts[utf8_pos];
    last_c = c;
  }
  if (counts[2] < 500) {
    max_utf8 = 1;
  }
  if (counts[1] + counts[2] < 25) {
    max_utf8 = 0;
  }
  return max_utf8;
}

void EstimateBitCostsForLiteralsUTF8(size_t pos, size_t len, size_t mask,
                                     size_t cost_mask, const uint8_t *data,
                                     float *cost) {

  // max_utf8 is 0 (normal ascii single byte modeling),
  // 1 (for 2-byte utf-8 modeling), or 2 (for 3-byte utf-8 modeling).
  const int max_utf8 = DecideMultiByteStatsLevel(pos, len, mask, data);
  int histogram[3][256] = { { 0 } };
  int window_half = 495;
  int in_window = std::min(static_cast<size_t>(window_half), len);
  int in_window_utf8[3] = { 0 };

  // Bootstrap histograms.
  int last_c = 0;
  int utf8_pos = 0;
  for (int i = 0; i < in_window; ++i) {
    int c = data[(pos + i) & mask];
    ++histogram[utf8_pos][c];
    ++in_window_utf8[utf8_pos];
    utf8_pos = UTF8Position(last_c, c, max_utf8);
    last_c = c;
  }

  // Compute bit costs with sliding window.
  for (int i = 0; i < len; ++i) {
    if (i - window_half >= 0) {
      // Remove a byte in the past.
      int c = (i - window_half - 1) < 0 ?
          0 : data[(pos + i - window_half - 1) & mask];
      int last_c = (i - window_half - 2) < 0 ?
          0 : data[(pos + i - window_half - 2) & mask];
      int utf8_pos2 = UTF8Position(last_c, c, max_utf8);
      --histogram[utf8_pos2][data[(pos + i - window_half) & mask]];
      --in_window_utf8[utf8_pos2];
    }
    if (i + window_half < len) {
      // Add a byte in the future.
      int c = (i + window_half - 1) < 0 ?
          0 : data[(pos + i + window_half - 1) & mask];
      int last_c = (i + window_half - 2) < 0 ?
          0 : data[(pos + i + window_half - 2) & mask];
      int utf8_pos2 = UTF8Position(last_c, c, max_utf8);
      ++histogram[utf8_pos2][data[(pos + i + window_half) & mask]];
      ++in_window_utf8[utf8_pos2];
    }
    int c = i < 1 ? 0 : data[(pos + i - 1) & mask];
    int last_c = i < 2 ? 0 : data[(pos + i - 2) & mask];
    int utf8_pos = UTF8Position(last_c, c, max_utf8);
    int masked_pos = (pos + i) & mask;
    int histo = histogram[utf8_pos][data[masked_pos]];
    if (histo == 0) {
      histo = 1;
    }
    float lit_cost = log2(static_cast<double>(in_window_utf8[utf8_pos])
                          / histo);
    lit_cost += 0.02905;
    if (lit_cost < 1.0) {
      lit_cost *= 0.5;
      lit_cost += 0.5;
    }
    // Make the first bytes more expensive -- seems to help, not sure why.
    // Perhaps because the entropy source is changing its properties
    // rapidly in the beginning of the file, perhaps because the beginning
    // of the data is a statistical "anomaly".
    if (i < 2000) {
      lit_cost += 0.7 - ((2000 - i) / 2000.0 * 0.35);
    }
    cost[(pos + i) & cost_mask] = lit_cost;
  }
}

void EstimateBitCostsForLiterals(size_t pos, size_t len, size_t mask,
                                 size_t cost_mask, const uint8_t *data,
                                 float *cost) {
  int histogram[256] = { 0 };
  int window_half = 2000;
  int in_window = std::min(static_cast<size_t>(window_half), len);

  // Bootstrap histogram.
  for (int i = 0; i < in_window; ++i) {
    ++histogram[data[(pos + i) & mask]];
  }

  // Compute bit costs with sliding window.
  for (int i = 0; i < len; ++i) {
    if (i - window_half >= 0) {
      // Remove a byte in the past.
      --histogram[data[(pos + i - window_half) & mask]];
      --in_window;
    }
    if (i + window_half < len) {
      // Add a byte in the future.
      ++histogram[data[(pos + i + window_half) & mask]];
      ++in_window;
    }
    int histo = histogram[data[(pos + i) & mask]];
    if (histo == 0) {
      histo = 1;
    }
    float lit_cost = log2(static_cast<double>(in_window) / histo);
    lit_cost += 0.029;
    if (lit_cost < 1.0) {
      lit_cost *= 0.5;
      lit_cost += 0.5;
    }
    cost[(pos + i) & cost_mask] = lit_cost;
  }
}


}  // namespace brotli
kc3-lang/brotli/enc/literal_cost.cc

Commit

enc/literal_cost.cc
