| 
							- /*
 -  * Copyright (c) 2016 Paul B Mahol
 -  *
 -  * This file is part of FFmpeg.
 -  *
 -  * FFmpeg is free software; you can redistribute it and/or
 -  * modify it under the terms of the GNU Lesser General Public
 -  * License as published by the Free Software Foundation; either
 -  * version 2.1 of the License, or (at your option) any later version.
 -  *
 -  * FFmpeg is distributed in the hope that it will be useful,
 -  * but WITHOUT ANY WARRANTY; without even the implied warranty of
 -  * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU
 -  * Lesser General Public License for more details.
 -  *
 -  * You should have received a copy of the GNU Lesser General Public
 -  * License along with FFmpeg; if not, write to the Free Software
 -  * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA
 -  */
 - 
 - /**
 -  * @file
 -  * SpectrumSynth filter
 -  * @todo support float pixel format
 -  */
 - 
 - #include "libavcodec/avfft.h"
 - #include "libavutil/avassert.h"
 - #include "libavutil/channel_layout.h"
 - #include "libavutil/opt.h"
 - #include "libavutil/parseutils.h"
 - #include "avfilter.h"
 - #include "formats.h"
 - #include "audio.h"
 - #include "video.h"
 - #include "internal.h"
 - #include "window_func.h"
 - 
 - enum MagnitudeScale { LINEAR, LOG, NB_SCALES };
 - enum SlideMode      { REPLACE, SCROLL, FULLFRAME, RSCROLL, NB_SLIDES };
 - enum Orientation    { VERTICAL, HORIZONTAL, NB_ORIENTATIONS };
 - 
 - typedef struct SpectrumSynthContext {
 -     const AVClass *class;
 -     int sample_rate;
 -     int channels;
 -     int scale;
 -     int sliding;
 -     int win_func;
 -     float overlap;
 -     int orientation;
 - 
 -     AVFrame *magnitude, *phase;
 -     FFTContext *fft;            ///< Fast Fourier Transform context
 -     int fft_bits;               ///< number of bits (FFT window size = 1<<fft_bits)
 -     FFTComplex **fft_data;      ///< bins holder for each (displayed) channels
 -     int win_size;
 -     int size;
 -     int nb_freq;
 -     int hop_size;
 -     int start, end;
 -     int xpos;
 -     int xend;
 -     int64_t pts;
 -     float factor;
 -     AVFrame *buffer;
 -     float *window_func_lut;     ///< Window function LUT
 - } SpectrumSynthContext;
 - 
 - #define OFFSET(x) offsetof(SpectrumSynthContext, x)
 - #define A AV_OPT_FLAG_FILTERING_PARAM|AV_OPT_FLAG_AUDIO_PARAM
 - #define V AV_OPT_FLAG_FILTERING_PARAM|AV_OPT_FLAG_VIDEO_PARAM
 - 
 - static const AVOption spectrumsynth_options[] = {
 -     { "sample_rate", "set sample rate",  OFFSET(sample_rate), AV_OPT_TYPE_INT, {.i64 = 44100}, 15,  INT_MAX, A },
 -     { "channels",    "set channels",     OFFSET(channels), AV_OPT_TYPE_INT, {.i64 = 1}, 1, 8, A },
 -     { "scale",       "set input amplitude scale", OFFSET(scale), AV_OPT_TYPE_INT, {.i64 = LOG}, 0, NB_SCALES-1, V, "scale" },
 -         { "lin",  "linear",      0, AV_OPT_TYPE_CONST, {.i64=LINEAR}, 0, 0, V, "scale" },
 -         { "log",  "logarithmic", 0, AV_OPT_TYPE_CONST, {.i64=LOG},    0, 0, V, "scale" },
 -     { "slide", "set input sliding mode", OFFSET(sliding), AV_OPT_TYPE_INT, {.i64 = FULLFRAME}, 0, NB_SLIDES-1, V, "slide" },
 -         { "replace",   "consume old columns with new",   0, AV_OPT_TYPE_CONST, {.i64=REPLACE},   0, 0, V, "slide" },
 -         { "scroll",    "consume only most right column", 0, AV_OPT_TYPE_CONST, {.i64=SCROLL},    0, 0, V, "slide" },
 -         { "fullframe", "consume full frames",            0, AV_OPT_TYPE_CONST, {.i64=FULLFRAME}, 0, 0, V, "slide" },
 -         { "rscroll",   "consume only most left column",  0, AV_OPT_TYPE_CONST, {.i64=RSCROLL},   0, 0, V, "slide" },
 -     { "win_func", "set window function", OFFSET(win_func), AV_OPT_TYPE_INT, {.i64 = 0}, 0, NB_WFUNC-1, A, "win_func" },
 -         { "rect",     "Rectangular",      0, AV_OPT_TYPE_CONST, {.i64=WFUNC_RECT},     0, 0, A, "win_func" },
 -         { "bartlett", "Bartlett",         0, AV_OPT_TYPE_CONST, {.i64=WFUNC_BARTLETT}, 0, 0, A, "win_func" },
 -         { "hann",     "Hann",             0, AV_OPT_TYPE_CONST, {.i64=WFUNC_HANNING},  0, 0, A, "win_func" },
 -         { "hanning",  "Hanning",          0, AV_OPT_TYPE_CONST, {.i64=WFUNC_HANNING},  0, 0, A, "win_func" },
 -         { "hamming",  "Hamming",          0, AV_OPT_TYPE_CONST, {.i64=WFUNC_HAMMING},  0, 0, A, "win_func" },
 -         { "sine",     "Sine",             0, AV_OPT_TYPE_CONST, {.i64=WFUNC_SINE},     0, 0, A, "win_func" },
 -     { "overlap", "set window overlap",  OFFSET(overlap), AV_OPT_TYPE_FLOAT, {.dbl=1}, 0,  1, A },
 -     { "orientation", "set orientation", OFFSET(orientation), AV_OPT_TYPE_INT, {.i64=VERTICAL}, 0, NB_ORIENTATIONS-1, V, "orientation" },
 -         { "vertical",   NULL, 0, AV_OPT_TYPE_CONST, {.i64=VERTICAL},   0, 0, V, "orientation" },
 -         { "horizontal", NULL, 0, AV_OPT_TYPE_CONST, {.i64=HORIZONTAL}, 0, 0, V, "orientation" },
 -     { NULL }
 - };
 - 
 - AVFILTER_DEFINE_CLASS(spectrumsynth);
 - 
 - static int query_formats(AVFilterContext *ctx)
 - {
 -     SpectrumSynthContext *s = ctx->priv;
 -     AVFilterFormats *formats = NULL;
 -     AVFilterChannelLayouts *layout = NULL;
 -     AVFilterLink *magnitude = ctx->inputs[0];
 -     AVFilterLink *phase = ctx->inputs[1];
 -     AVFilterLink *outlink = ctx->outputs[0];
 -     static const enum AVSampleFormat sample_fmts[] = { AV_SAMPLE_FMT_FLTP, AV_SAMPLE_FMT_NONE };
 -     static const enum AVPixelFormat pix_fmts[] = { AV_PIX_FMT_GRAY8, AV_PIX_FMT_GRAY16,
 -                                                    AV_PIX_FMT_YUV444P, AV_PIX_FMT_YUVJ444P,
 -                                                    AV_PIX_FMT_YUV444P16, AV_PIX_FMT_NONE };
 -     int ret, sample_rates[] = { 48000, -1 };
 - 
 -     formats = ff_make_format_list(sample_fmts);
 -     if ((ret = ff_formats_ref         (formats, &outlink->in_formats        )) < 0 ||
 -         (ret = ff_add_channel_layout  (&layout, FF_COUNT2LAYOUT(s->channels))) < 0 ||
 -         (ret = ff_channel_layouts_ref (layout , &outlink->in_channel_layouts)) < 0)
 -         return ret;
 - 
 -     sample_rates[0] = s->sample_rate;
 -     formats = ff_make_format_list(sample_rates);
 -     if (!formats)
 -         return AVERROR(ENOMEM);
 -     if ((ret = ff_formats_ref(formats, &outlink->in_samplerates)) < 0)
 -         return ret;
 - 
 -     formats = ff_make_format_list(pix_fmts);
 -     if (!formats)
 -         return AVERROR(ENOMEM);
 -     if ((ret = ff_formats_ref(formats, &magnitude->out_formats)) < 0)
 -         return ret;
 - 
 -     formats = ff_make_format_list(pix_fmts);
 -     if (!formats)
 -         return AVERROR(ENOMEM);
 -     if ((ret = ff_formats_ref(formats, &phase->out_formats)) < 0)
 -         return ret;
 - 
 -     return 0;
 - }
 - 
 - static int config_output(AVFilterLink *outlink)
 - {
 -     AVFilterContext *ctx = outlink->src;
 -     SpectrumSynthContext *s = ctx->priv;
 -     int width = ctx->inputs[0]->w;
 -     int height = ctx->inputs[0]->h;
 -     AVRational time_base  = ctx->inputs[0]->time_base;
 -     AVRational frame_rate = ctx->inputs[0]->frame_rate;
 -     int i, ch, fft_bits;
 -     float factor, overlap;
 - 
 -     outlink->sample_rate = s->sample_rate;
 -     outlink->time_base = (AVRational){1, s->sample_rate};
 - 
 -     if (width  != ctx->inputs[1]->w ||
 -         height != ctx->inputs[1]->h) {
 -         av_log(ctx, AV_LOG_ERROR,
 -                "Magnitude and Phase sizes differ (%dx%d vs %dx%d).\n",
 -                width, height,
 -                ctx->inputs[1]->w, ctx->inputs[1]->h);
 -         return AVERROR_INVALIDDATA;
 -     } else if (av_cmp_q(time_base, ctx->inputs[1]->time_base) != 0) {
 -         av_log(ctx, AV_LOG_ERROR,
 -                "Magnitude and Phase time bases differ (%d/%d vs %d/%d).\n",
 -                time_base.num, time_base.den,
 -                ctx->inputs[1]->time_base.num,
 -                ctx->inputs[1]->time_base.den);
 -         return AVERROR_INVALIDDATA;
 -     } else if (av_cmp_q(frame_rate, ctx->inputs[1]->frame_rate) != 0) {
 -         av_log(ctx, AV_LOG_ERROR,
 -                "Magnitude and Phase framerates differ (%d/%d vs %d/%d).\n",
 -                frame_rate.num, frame_rate.den,
 -                ctx->inputs[1]->frame_rate.num,
 -                ctx->inputs[1]->frame_rate.den);
 -         return AVERROR_INVALIDDATA;
 -     }
 - 
 -     s->size = s->orientation == VERTICAL ? height / s->channels : width / s->channels;
 -     s->xend = s->orientation == VERTICAL ? width : height;
 - 
 -     for (fft_bits = 1; 1 << fft_bits < 2 * s->size; fft_bits++);
 - 
 -     s->win_size = 1 << fft_bits;
 -     s->nb_freq = 1 << (fft_bits - 1);
 - 
 -     s->fft = av_fft_init(fft_bits, 1);
 -     if (!s->fft) {
 -         av_log(ctx, AV_LOG_ERROR, "Unable to create FFT context. "
 -                "The window size might be too high.\n");
 -         return AVERROR(EINVAL);
 -     }
 -     s->fft_data = av_calloc(s->channels, sizeof(*s->fft_data));
 -     if (!s->fft_data)
 -         return AVERROR(ENOMEM);
 -     for (ch = 0; ch < s->channels; ch++) {
 -         s->fft_data[ch] = av_calloc(s->win_size, sizeof(**s->fft_data));
 -         if (!s->fft_data[ch])
 -             return AVERROR(ENOMEM);
 -     }
 - 
 -     s->buffer = ff_get_audio_buffer(outlink, s->win_size * 2);
 -     if (!s->buffer)
 -         return AVERROR(ENOMEM);
 - 
 -     /* pre-calc windowing function */
 -     s->window_func_lut = av_realloc_f(s->window_func_lut, s->win_size,
 -                                       sizeof(*s->window_func_lut));
 -     if (!s->window_func_lut)
 -         return AVERROR(ENOMEM);
 -     ff_generate_window_func(s->window_func_lut, s->win_size, s->win_func, &overlap);
 -     if (s->overlap == 1)
 -         s->overlap = overlap;
 -     s->hop_size = (1 - s->overlap) * s->win_size;
 -     for (factor = 0, i = 0; i < s->win_size; i++) {
 -         factor += s->window_func_lut[i] * s->window_func_lut[i];
 -     }
 -     s->factor = (factor / s->win_size) / FFMAX(1 / (1 - s->overlap) - 1, 1);
 - 
 -     return 0;
 - }
 - 
 - static int request_frame(AVFilterLink *outlink)
 - {
 -     AVFilterContext *ctx = outlink->src;
 -     SpectrumSynthContext *s = ctx->priv;
 -     int ret;
 - 
 -     if (!s->magnitude) {
 -         ret = ff_request_frame(ctx->inputs[0]);
 -         if (ret < 0)
 -             return ret;
 -     }
 -     if (!s->phase) {
 -         ret = ff_request_frame(ctx->inputs[1]);
 -         if (ret < 0)
 -             return ret;
 -     }
 -     return 0;
 - }
 - 
 - static void read16_fft_bin(SpectrumSynthContext *s,
 -                            int x, int y, int f, int ch)
 - {
 -     const int m_linesize = s->magnitude->linesize[0];
 -     const int p_linesize = s->phase->linesize[0];
 -     const uint16_t *m = (uint16_t *)(s->magnitude->data[0] + y * m_linesize);
 -     const uint16_t *p = (uint16_t *)(s->phase->data[0] + y * p_linesize);
 -     float magnitude, phase;
 - 
 -     switch (s->scale) {
 -     case LINEAR:
 -         magnitude = m[x] / (double)UINT16_MAX;
 -         break;
 -     case LOG:
 -         magnitude = ff_exp10(((m[x] / (double)UINT16_MAX) - 1.) * 6.);
 -         break;
 -     }
 -     phase = ((p[x] / (double)UINT16_MAX) * 2. - 1.) * M_PI;
 - 
 -     s->fft_data[ch][f].re = magnitude * cos(phase);
 -     s->fft_data[ch][f].im = magnitude * sin(phase);
 - }
 - 
 - static void read8_fft_bin(SpectrumSynthContext *s,
 -                           int x, int y, int f, int ch)
 - {
 -     const int m_linesize = s->magnitude->linesize[0];
 -     const int p_linesize = s->phase->linesize[0];
 -     const uint8_t *m = (uint8_t *)(s->magnitude->data[0] + y * m_linesize);
 -     const uint8_t *p = (uint8_t *)(s->phase->data[0] + y * p_linesize);
 -     float magnitude, phase;
 - 
 -     switch (s->scale) {
 -     case LINEAR:
 -         magnitude = m[x] / (double)UINT8_MAX;
 -         break;
 -     case LOG:
 -         magnitude = ff_exp10(((m[x] / (double)UINT8_MAX) - 1.) * 6.);
 -         break;
 -     }
 -     phase = ((p[x] / (double)UINT8_MAX) * 2. - 1.) * M_PI;
 - 
 -     s->fft_data[ch][f].re = magnitude * cos(phase);
 -     s->fft_data[ch][f].im = magnitude * sin(phase);
 - }
 - 
 - static void read_fft_data(AVFilterContext *ctx, int x, int h, int ch)
 - {
 -     SpectrumSynthContext *s = ctx->priv;
 -     AVFilterLink *inlink = ctx->inputs[0];
 -     int start = h * (s->channels - ch) - 1;
 -     int end = h * (s->channels - ch - 1);
 -     int y, f;
 - 
 -     switch (s->orientation) {
 -     case VERTICAL:
 -         switch (inlink->format) {
 -         case AV_PIX_FMT_YUV444P16:
 -         case AV_PIX_FMT_GRAY16:
 -             for (y = start, f = 0; y >= end; y--, f++) {
 -                 read16_fft_bin(s, x, y, f, ch);
 -             }
 -             break;
 -         case AV_PIX_FMT_YUVJ444P:
 -         case AV_PIX_FMT_YUV444P:
 -         case AV_PIX_FMT_GRAY8:
 -             for (y = start, f = 0; y >= end; y--, f++) {
 -                 read8_fft_bin(s, x, y, f, ch);
 -             }
 -             break;
 -         }
 -         break;
 -     case HORIZONTAL:
 -         switch (inlink->format) {
 -         case AV_PIX_FMT_YUV444P16:
 -         case AV_PIX_FMT_GRAY16:
 -             for (y = end, f = 0; y <= start; y++, f++) {
 -                 read16_fft_bin(s, y, x, f, ch);
 -             }
 -             break;
 -         case AV_PIX_FMT_YUVJ444P:
 -         case AV_PIX_FMT_YUV444P:
 -         case AV_PIX_FMT_GRAY8:
 -             for (y = end, f = 0; y <= start; y++, f++) {
 -                 read8_fft_bin(s, y, x, f, ch);
 -             }
 -             break;
 -         }
 -         break;
 -     }
 - }
 - 
 - static void synth_window(AVFilterContext *ctx, int x)
 - {
 -     SpectrumSynthContext *s = ctx->priv;
 -     const int h = s->size;
 -     int nb = s->win_size;
 -     int y, f, ch;
 - 
 -     for (ch = 0; ch < s->channels; ch++) {
 -         read_fft_data(ctx, x, h, ch);
 - 
 -         for (y = h; y <= s->nb_freq; y++) {
 -             s->fft_data[ch][y].re = 0;
 -             s->fft_data[ch][y].im = 0;
 -         }
 - 
 -         for (y = s->nb_freq + 1, f = s->nb_freq - 1; y < nb; y++, f--) {
 -             s->fft_data[ch][y].re =  s->fft_data[ch][f].re;
 -             s->fft_data[ch][y].im = -s->fft_data[ch][f].im;
 -         }
 - 
 -         av_fft_permute(s->fft, s->fft_data[ch]);
 -         av_fft_calc(s->fft, s->fft_data[ch]);
 -     }
 - }
 - 
 - static int try_push_frame(AVFilterContext *ctx, int x)
 - {
 -     SpectrumSynthContext *s = ctx->priv;
 -     AVFilterLink *outlink = ctx->outputs[0];
 -     const float factor = s->factor;
 -     int ch, n, i, ret;
 -     int start, end;
 -     AVFrame *out;
 - 
 -     synth_window(ctx, x);
 - 
 -     for (ch = 0; ch < s->channels; ch++) {
 -         float *buf = (float *)s->buffer->extended_data[ch];
 -         int j, k;
 - 
 -         start = s->start;
 -         end = s->end;
 -         k = end;
 -         for (i = 0, j = start; j < k && i < s->win_size; i++, j++) {
 -             buf[j] += s->fft_data[ch][i].re;
 -         }
 - 
 -         for (; i < s->win_size; i++, j++) {
 -             buf[j] = s->fft_data[ch][i].re;
 -         }
 - 
 -         start += s->hop_size;
 -         end = j;
 - 
 -         if (start >= s->win_size) {
 -             start -= s->win_size;
 -             end -= s->win_size;
 - 
 -             if (ch == s->channels - 1) {
 -                 float *dst;
 -                 int c;
 - 
 -                 out = ff_get_audio_buffer(outlink, s->win_size);
 -                 if (!out) {
 -                     av_frame_free(&s->magnitude);
 -                     av_frame_free(&s->phase);
 -                     return AVERROR(ENOMEM);
 -                 }
 - 
 -                 out->pts = s->pts;
 -                 s->pts += s->win_size;
 -                 for (c = 0; c < s->channels; c++) {
 -                     dst = (float *)out->extended_data[c];
 -                     buf = (float *)s->buffer->extended_data[c];
 - 
 -                     for (n = 0; n < s->win_size; n++) {
 -                         dst[n] = buf[n] * factor;
 -                     }
 -                     memmove(buf, buf + s->win_size, s->win_size * 4);
 -                 }
 - 
 -                 ret = ff_filter_frame(outlink, out);
 -             }
 -         }
 -     }
 - 
 -     s->start = start;
 -     s->end = end;
 - 
 -     return 0;
 - }
 - 
 - static int try_push_frames(AVFilterContext *ctx)
 - {
 -     SpectrumSynthContext *s = ctx->priv;
 -     int ret, x;
 - 
 -     if (!(s->magnitude && s->phase))
 -         return 0;
 - 
 -     switch (s->sliding) {
 -     case REPLACE:
 -         ret = try_push_frame(ctx, s->xpos);
 -         s->xpos++;
 -         if (s->xpos >= s->xend)
 -             s->xpos = 0;
 -         break;
 -     case SCROLL:
 -         s->xpos = s->xend - 1;
 -         ret = try_push_frame(ctx, s->xpos);
 -         break;
 -     case RSCROLL:
 -         s->xpos = 0;
 -         ret = try_push_frame(ctx, s->xpos);
 -         break;
 -     case FULLFRAME:
 -         for (x = 0; x < s->xend; x++) {
 -             ret = try_push_frame(ctx, x);
 -             if (ret < 0)
 -                 break;
 -         }
 -         break;
 -     }
 - 
 -     av_frame_free(&s->magnitude);
 -     av_frame_free(&s->phase);
 -     return ret;
 - }
 - 
 - static int filter_frame_magnitude(AVFilterLink *inlink, AVFrame *magnitude)
 - {
 -     AVFilterContext *ctx = inlink->dst;
 -     SpectrumSynthContext *s = ctx->priv;
 - 
 -     s->magnitude = magnitude;
 -     return try_push_frames(ctx);
 - }
 - 
 - static int filter_frame_phase(AVFilterLink *inlink, AVFrame *phase)
 - {
 -     AVFilterContext *ctx = inlink->dst;
 -     SpectrumSynthContext *s = ctx->priv;
 - 
 -     s->phase = phase;
 -     return try_push_frames(ctx);
 - }
 - 
 - static av_cold void uninit(AVFilterContext *ctx)
 - {
 -     SpectrumSynthContext *s = ctx->priv;
 -     int i;
 - 
 -     av_frame_free(&s->magnitude);
 -     av_frame_free(&s->phase);
 -     av_frame_free(&s->buffer);
 -     av_fft_end(s->fft);
 -     if (s->fft_data) {
 -         for (i = 0; i < s->channels; i++)
 -             av_freep(&s->fft_data[i]);
 -     }
 -     av_freep(&s->fft_data);
 -     av_freep(&s->window_func_lut);
 - }
 - 
 - static const AVFilterPad spectrumsynth_inputs[] = {
 -     {
 -         .name         = "magnitude",
 -         .type         = AVMEDIA_TYPE_VIDEO,
 -         .filter_frame = filter_frame_magnitude,
 -         .needs_fifo   = 1,
 -     },
 -     {
 -         .name         = "phase",
 -         .type         = AVMEDIA_TYPE_VIDEO,
 -         .filter_frame = filter_frame_phase,
 -         .needs_fifo   = 1,
 -     },
 -     { NULL }
 - };
 - 
 - static const AVFilterPad spectrumsynth_outputs[] = {
 -     {
 -         .name          = "default",
 -         .type          = AVMEDIA_TYPE_AUDIO,
 -         .config_props  = config_output,
 -         .request_frame = request_frame,
 -     },
 -     { NULL }
 - };
 - 
 - AVFilter ff_vaf_spectrumsynth = {
 -     .name          = "spectrumsynth",
 -     .description   = NULL_IF_CONFIG_SMALL("Convert input spectrum videos to audio output."),
 -     .uninit        = uninit,
 -     .query_formats = query_formats,
 -     .priv_size     = sizeof(SpectrumSynthContext),
 -     .inputs        = spectrumsynth_inputs,
 -     .outputs       = spectrumsynth_outputs,
 -     .priv_class    = &spectrumsynth_class,
 - };
 
 
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