/* Copyright 2013 Google Inc. All Rights Reserved. Distributed under MIT license. See file LICENSE for detail or copy at https://opensource.org/licenses/MIT */ /* Literal cost model to allow backward reference replacement to be efficient. */ #include "./literal_cost.h" #include "../common/types.h" #include "./fast_log.h" #include "./port.h" #include "./utf8_util.h" #if defined(__cplusplus) || defined(c_plusplus) extern "C" { #endif static size_t UTF8Position(size_t last, size_t c, size_t clamp) { if (c < 128) { return 0; /* Next one is the 'Byte 1' again. */ } else if (c >= 192) { /* Next one is the 'Byte 2' of utf-8 encoding. */ return BROTLI_MIN(size_t, 1, clamp); } 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 { /* Next one is the 'Byte 3' of utf-8 encoding. */ return BROTLI_MIN(size_t, 2, clamp); } } } static size_t DecideMultiByteStatsLevel(size_t pos, size_t len, size_t mask, const uint8_t *data) { size_t counts[3] = { 0 }; size_t max_utf8 = 1; /* should be 2, but 1 compresses better. */ size_t last_c = 0; size_t utf8_pos = 0; size_t i; for (i = 0; i < len; ++i) { size_t 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; } static void EstimateBitCostsForLiteralsUTF8(size_t pos, size_t len, size_t 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 size_t max_utf8 = DecideMultiByteStatsLevel(pos, len, mask, data); size_t histogram[3][256] = { { 0 } }; size_t window_half = 495; size_t in_window = BROTLI_MIN(size_t, window_half, len); size_t in_window_utf8[3] = { 0 }; size_t i; { /* Bootstrap histograms. */ size_t last_c = 0; size_t utf8_pos = 0; for (i = 0; i < in_window; ++i) { size_t 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 (i = 0; i < len; ++i) { if (i >= window_half) { /* Remove a byte in the past. */ size_t c = i < window_half + 1 ? 0 : data[(pos + i - window_half - 1) & mask]; size_t last_c = i < window_half + 2 ? 0 : data[(pos + i - window_half - 2) & mask]; size_t 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. */ size_t c = data[(pos + i + window_half - 1) & mask]; size_t last_c = data[(pos + i + window_half - 2) & mask]; size_t utf8_pos2 = UTF8Position(last_c, c, max_utf8); ++histogram[utf8_pos2][data[(pos + i + window_half) & mask]]; ++in_window_utf8[utf8_pos2]; } { size_t c = i < 1 ? 0 : data[(pos + i - 1) & mask]; size_t last_c = i < 2 ? 0 : data[(pos + i - 2) & mask]; size_t utf8_pos = UTF8Position(last_c, c, max_utf8); size_t masked_pos = (pos + i) & mask; size_t histo = histogram[utf8_pos][data[masked_pos]]; double lit_cost; if (histo == 0) { histo = 1; } lit_cost = FastLog2(in_window_utf8[utf8_pos]) - FastLog2(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 - ((double)(2000 - i) / 2000.0 * 0.35); } cost[i] = (float)lit_cost; } } } void BrotliEstimateBitCostsForLiterals(size_t pos, size_t len, size_t mask, const uint8_t *data, float *cost) { if (BrotliIsMostlyUTF8(data, pos, mask, len, kMinUTF8Ratio)) { EstimateBitCostsForLiteralsUTF8(pos, len, mask, data, cost); return; } else { size_t histogram[256] = { 0 }; size_t window_half = 2000; size_t in_window = BROTLI_MIN(size_t, window_half, len); /* Bootstrap histogram. */ size_t i; for (i = 0; i < in_window; ++i) { ++histogram[data[(pos + i) & mask]]; } /* Compute bit costs with sliding window. */ for (i = 0; i < len; ++i) { size_t histo; if (i >= window_half) { /* 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; } histo = histogram[data[(pos + i) & mask]]; if (histo == 0) { histo = 1; } { double lit_cost = FastLog2(in_window) - FastLog2(histo); lit_cost += 0.029; if (lit_cost < 1.0) { lit_cost *= 0.5; lit_cost += 0.5; } cost[i] = (float)lit_cost; } } } } #if defined(__cplusplus) || defined(c_plusplus) } /* extern "C" */ #endif