src/flac/analyze.c

   1 /* flac - Command-line FLAC encoder/decoder
   2  * Copyright (C) 2000,2001,2002,2003  Josh Coalson
   3  *
   4  * This program is free software; you can redistribute it and/or
   5  * modify it under the terms of the GNU General Public License
   6  * as published by the Free Software Foundation; either version 2
   7  * of the License, or (at your option) any later version.
   8  *
   9  * This program is distributed in the hope that it will be useful,
  10  * but WITHOUT ANY WARRANTY; without even the implied warranty of
  11  * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
  12  * GNU General Public License for more details.
  13  *
  14  * You should have received a copy of the GNU General Public License
  15  * along with this program; if not, write to the Free Software
  16  * Foundation, Inc., 59 Temple Place - Suite 330, Boston, MA  02111-1307, USA.
  17  */
  18
  19 #include <math.h>
  20 #include <stdio.h>
  21 #include <stdlib.h>
  22 #include <string.h>
  23 #include "FLAC/all.h"
  24 #include "analyze.h"
  25
  26 typedef struct {
  27         FLAC__int32 residual;
  28         unsigned count;
  29 } pair_t;
  30
  31 typedef struct {
  32         pair_t buckets[FLAC__MAX_BLOCK_SIZE];
  33         int peak_index;
  34         unsigned nbuckets;
  35         unsigned nsamples;
  36         double sum, sos;
  37         double variance;
  38         double mean;
  39         double stddev;
  40 } subframe_stats_t;
  41
  42 static subframe_stats_t all_;
  43
  44 static void init_stats(subframe_stats_t *stats);
  45 static void update_stats(subframe_stats_t *stats, FLAC__int32 residual, unsigned incr);
  46 static void compute_stats(subframe_stats_t *stats);
  47 static FLAC__bool dump_stats(const subframe_stats_t *stats, const char *filename);
  48
  49 void flac__analyze_init(analysis_options aopts)
  50 {
  51         if(aopts.do_residual_gnuplot) {
  52                 init_stats(&all_);
  53         }
  54 }
  55
  56 void flac__analyze_frame(const FLAC__Frame *frame, unsigned frame_number, analysis_options aopts, FILE *fout)
  57 {
  58         const unsigned channels = frame->header.channels;
  59         char outfilename[1024];
  60         subframe_stats_t stats;
  61         unsigned i, channel;
  62
  63         /* do the human-readable part first */
  64         fprintf(fout, "frame=%u\tblocksize=%u\tsample_rate=%u\tchannels=%u\tchannel_assignment=%s\n", frame_number, frame->header.blocksize, frame->header.sample_rate, channels, FLAC__ChannelAssignmentString[frame->header.channel_assignment]);
  65         for(channel = 0; channel < channels; channel++) {
  66                 const FLAC__Subframe *subframe = frame->subframes+channel;
  67                 fprintf(fout, "\tsubframe=%u\twasted_bits=%u\ttype=%s", channel, subframe->wasted_bits, FLAC__SubframeTypeString[subframe->type]);
  68                 switch(subframe->type) {
  69                         case FLAC__SUBFRAME_TYPE_CONSTANT:
  70                                 fprintf(fout, "\tvalue=%d\n", subframe->data.constant.value);
  71                                 break;
  72                         case FLAC__SUBFRAME_TYPE_FIXED:
  73                                 FLAC__ASSERT(subframe->data.fixed.entropy_coding_method.type == FLAC__ENTROPY_CODING_METHOD_PARTITIONED_RICE);
  74                                 fprintf(fout, "\torder=%u\tpartition_order=%u\n", subframe->data.fixed.order, subframe->data.fixed.entropy_coding_method.data.partitioned_rice.order);
  75                                 for(i = 0; i < subframe->data.fixed.order; i++)
  76                                         fprintf(fout, "\t\twarmup[%u]=%d\n", i, subframe->data.fixed.warmup[i]);
  77                                 if(aopts.do_residual_text) {
  78                                         const unsigned partitions = (1u << subframe->data.fixed.entropy_coding_method.data.partitioned_rice.order);
  79                                         for(i = 0; i < partitions; i++) {
  80                                                 unsigned parameter = subframe->data.fixed.entropy_coding_method.data.partitioned_rice.contents->parameters[i];
  81                                                 if(parameter == FLAC__ENTROPY_CODING_METHOD_PARTITIONED_RICE_ESCAPE_PARAMETER)
  82                                                         fprintf(fout, "\t\tparameter[%u]=ESCAPE, raw_bits=%u\n", i, subframe->data.fixed.entropy_coding_method.data.partitioned_rice.contents->raw_bits[i]);
  83                                                 else
  84                                                         fprintf(fout, "\t\tparameter[%u]=%u\n", i, parameter);
  85                                         }
  86                                         for(i = 0; i < frame->header.blocksize-subframe->data.fixed.order; i++)
  87                                                 fprintf(fout, "\t\tresidual[%u]=%d\n", i, subframe->data.fixed.residual[i]);
  88                                 }
  89                                 break;
  90                         case FLAC__SUBFRAME_TYPE_LPC:
  91                                 FLAC__ASSERT(subframe->data.lpc.entropy_coding_method.type == FLAC__ENTROPY_CODING_METHOD_PARTITIONED_RICE);
  92                                 fprintf(fout, "\torder=%u\tpartition_order=%u\tqlp_coeff_precision=%u\tquantization_level=%d\n", subframe->data.lpc.order, subframe->data.lpc.entropy_coding_method.data.partitioned_rice.order, subframe->data.lpc.qlp_coeff_precision, subframe->data.lpc.quantization_level);
  93                                 for(i = 0; i < subframe->data.lpc.order; i++)
  94                                         fprintf(fout, "\t\twarmup[%u]=%d\n", i, subframe->data.lpc.warmup[i]);
  95                                 if(aopts.do_residual_text) {
  96                                         const unsigned partitions = (1u << subframe->data.lpc.entropy_coding_method.data.partitioned_rice.order);
  97                                         for(i = 0; i < partitions; i++) {
  98                                                 unsigned parameter = subframe->data.lpc.entropy_coding_method.data.partitioned_rice.contents->parameters[i];
  99                                                 if(parameter == FLAC__ENTROPY_CODING_METHOD_PARTITIONED_RICE_ESCAPE_PARAMETER)
 100                                                         fprintf(fout, "\t\tparameter[%u]=ESCAPE, raw_bits=%u\n", i, subframe->data.lpc.entropy_coding_method.data.partitioned_rice.contents->raw_bits[i]);
 101                                                 else
 102                                                         fprintf(fout, "\t\tparameter[%u]=%u\n", i, parameter);
 103                                         }
 104                                         for(i = 0; i < frame->header.blocksize-subframe->data.lpc.order; i++)
 105                                                 fprintf(fout, "\t\tresidual[%u]=%d\n", i, subframe->data.lpc.residual[i]);
 106                                 }
 107                                 break;
 108                         case FLAC__SUBFRAME_TYPE_VERBATIM:
 109                                 fprintf(fout, "\n");
 110                                 break;
 111                 }
 112         }
 113
 114         /* now do the residual distributions if requested */
 115         if(aopts.do_residual_gnuplot) {
 116                 for(channel = 0; channel < channels; channel++) {
 117                         const FLAC__Subframe *subframe = frame->subframes+channel;
 118                         unsigned residual_samples;
 119
 120                         init_stats(&stats);
 121
 122                         switch(subframe->type) {
 123                                 case FLAC__SUBFRAME_TYPE_FIXED:
 124                                         residual_samples = frame->header.blocksize - subframe->data.fixed.order;
 125                                         for(i = 0; i < residual_samples; i++)
 126                                                 update_stats(&stats, subframe->data.fixed.residual[i], 1);
 127                                         break;
 128                                 case FLAC__SUBFRAME_TYPE_LPC:
 129                                         residual_samples = frame->header.blocksize - subframe->data.lpc.order;
 130                                         for(i = 0; i < residual_samples; i++)
 131                                                 update_stats(&stats, subframe->data.lpc.residual[i], 1);
 132                                         break;
 133                                 default:
 134                                         break;
 135                         }
 136
 137                         /* update all_ */
 138                         for(i = 0; i < stats.nbuckets; i++) {
 139                                 update_stats(&all_, stats.buckets[i].residual, stats.buckets[i].count);
 140                         }
 141
 142                         /* write the subframe */
 143                         sprintf(outfilename, "f%06u.s%u.gp", frame_number, channel);
 144                         compute_stats(&stats);
 145
 146                         (void)dump_stats(&stats, outfilename);
 147                 }
 148         }
 149 }
 150
 151 void flac__analyze_finish(analysis_options aopts)
 152 {
 153         if(aopts.do_residual_gnuplot) {
 154                 compute_stats(&all_);
 155                 (void)dump_stats(&all_, "all");
 156         }
 157 }
 158
 159 void init_stats(subframe_stats_t *stats)
 160 {
 161         stats->peak_index = -1;
 162         stats->nbuckets = 0;
 163         stats->nsamples = 0;
 164         stats->sum = 0.0;
 165         stats->sos = 0.0;
 166 }
 167
 168 void update_stats(subframe_stats_t *stats, FLAC__int32 residual, unsigned incr)
 169 {
 170         unsigned i;
 171         const double r = (double)residual, a = r*incr;
 172
 173         stats->nsamples += incr;
 174         stats->sum += a;
 175         stats->sos += (a*r);
 176
 177         for(i = 0; i < stats->nbuckets; i++) {
 178                 if(stats->buckets[i].residual == residual) {
 179                         stats->buckets[i].count += incr;
 180                         goto find_peak;
 181                 }
 182         }
 183         /* not found, make a new bucket */
 184         i = stats->nbuckets;
 185         stats->buckets[i].residual = residual;
 186         stats->buckets[i].count = incr;
 187         stats->nbuckets++;
 188 find_peak:
 189         if(stats->peak_index < 0 || stats->buckets[i].count > stats->buckets[stats->peak_index].count)
 190                 stats->peak_index = i;
 191 }
 192
 193 void compute_stats(subframe_stats_t *stats)
 194 {
 195         stats->mean = stats->sum / (double)stats->nsamples;
 196         stats->variance = (stats->sos - (stats->sum * stats->sum / stats->nsamples)) / stats->nsamples;
 197         stats->stddev = sqrt(stats->variance);
 198 }
 199
 200 FLAC__bool dump_stats(const subframe_stats_t *stats, const char *filename)
 201 {
 202         FILE *outfile;
 203         unsigned i;
 204         const double m = stats->mean;
 205         const double s1 = stats->stddev, s2 = s1*2, s3 = s1*3, s4 = s1*4, s5 = s1*5, s6 = s1*6;
 206         const double p = stats->buckets[stats->peak_index].count;
 207
 208         outfile = fopen(filename, "w");
 209
 210         if(0 == outfile) {
 211                 fprintf(stderr, "ERROR opening %s\n", filename);
 212                 return false;
 213         }
 214
 215         fprintf(outfile, "plot '-' title 'PDF', '-' title 'mean' with impulses, '-' title '1-stddev' with histeps, '-' title '2-stddev' with histeps, '-' title '3-stddev' with histeps, '-' title '4-stddev' with histeps, '-' title '5-stddev' with histeps, '-' title '6-stddev' with histeps\n");
 216
 217         for(i = 0; i < stats->nbuckets; i++) {
 218                 fprintf(outfile, "%d %u\n", stats->buckets[i].residual, stats->buckets[i].count);
 219         }
 220         fprintf(outfile, "e\n");
 221
 222         fprintf(outfile, "%f %f\ne\n", stats->mean, p);
 223         fprintf(outfile, "%f %f\n%f %f\ne\n", m-s1, p*0.8, m+s1, p*0.8);
 224         fprintf(outfile, "%f %f\n%f %f\ne\n", m-s2, p*0.7, m+s2, p*0.7);
 225         fprintf(outfile, "%f %f\n%f %f\ne\n", m-s3, p*0.6, m+s3, p*0.6);
 226         fprintf(outfile, "%f %f\n%f %f\ne\n", m-s4, p*0.5, m+s4, p*0.5);
 227         fprintf(outfile, "%f %f\n%f %f\ne\n", m-s5, p*0.4, m+s5, p*0.4);
 228         fprintf(outfile, "%f %f\n%f %f\ne\n", m-s6, p*0.3, m+s6, p*0.3);
 229
 230         fprintf(outfile, "pause -1 'waiting...'\n");
 231
 232         fclose(outfile);
 233         return true;
 234 }