| 
							- /*
 -  * 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
 -  */
 - 
 - #include "libavutil/audio_fifo.h"
 - #include "libavutil/avstring.h"
 - #include "libavfilter/internal.h"
 - #include "libavutil/common.h"
 - #include "libavutil/opt.h"
 - #include "libavcodec/avfft.h"
 - #include "libavutil/eval.h"
 - #include "audio.h"
 - #include "filters.h"
 - #include "window_func.h"
 - 
 - typedef struct AFFTFiltContext {
 -     const AVClass *class;
 -     char *real_str;
 -     char *img_str;
 -     int fft_bits;
 - 
 -     FFTContext *fft, *ifft;
 -     FFTComplex **fft_data;
 -     FFTComplex **fft_temp;
 -     int nb_exprs;
 -     int window_size;
 -     AVExpr **real;
 -     AVExpr **imag;
 -     AVAudioFifo *fifo;
 -     int64_t pts;
 -     int hop_size;
 -     float overlap;
 -     AVFrame *buffer;
 -     int eof;
 -     int win_func;
 -     float *window_func_lut;
 - } AFFTFiltContext;
 - 
 - static const char *const var_names[] = {            "sr",     "b",       "nb",        "ch",        "chs",   "pts",     "re",     "im", NULL };
 - enum                                   { VAR_SAMPLE_RATE, VAR_BIN, VAR_NBBINS, VAR_CHANNEL, VAR_CHANNELS, VAR_PTS, VAR_REAL, VAR_IMAG, VAR_VARS_NB };
 - 
 - #define OFFSET(x) offsetof(AFFTFiltContext, x)
 - #define A AV_OPT_FLAG_AUDIO_PARAM|AV_OPT_FLAG_FILTERING_PARAM
 - 
 - static const AVOption afftfilt_options[] = {
 -     { "real", "set channels real expressions",       OFFSET(real_str), AV_OPT_TYPE_STRING, {.str = "re" }, 0, 0, A },
 -     { "imag", "set channels imaginary expressions",  OFFSET(img_str),  AV_OPT_TYPE_STRING, {.str = "im" }, 0, 0, A },
 -     { "win_size", "set window size", OFFSET(fft_bits), AV_OPT_TYPE_INT, {.i64=12}, 4, 17, A, "fft" },
 -         { "w16",    0, 0, AV_OPT_TYPE_CONST, {.i64=4},  0, 0, A, "fft" },
 -         { "w32",    0, 0, AV_OPT_TYPE_CONST, {.i64=5},  0, 0, A, "fft" },
 -         { "w64",    0, 0, AV_OPT_TYPE_CONST, {.i64=6},  0, 0, A, "fft" },
 -         { "w128",   0, 0, AV_OPT_TYPE_CONST, {.i64=7},  0, 0, A, "fft" },
 -         { "w256",   0, 0, AV_OPT_TYPE_CONST, {.i64=8},  0, 0, A, "fft" },
 -         { "w512",   0, 0, AV_OPT_TYPE_CONST, {.i64=9},  0, 0, A, "fft" },
 -         { "w1024",  0, 0, AV_OPT_TYPE_CONST, {.i64=10}, 0, 0, A, "fft" },
 -         { "w2048",  0, 0, AV_OPT_TYPE_CONST, {.i64=11}, 0, 0, A, "fft" },
 -         { "w4096",  0, 0, AV_OPT_TYPE_CONST, {.i64=12}, 0, 0, A, "fft" },
 -         { "w8192",  0, 0, AV_OPT_TYPE_CONST, {.i64=13}, 0, 0, A, "fft" },
 -         { "w16384", 0, 0, AV_OPT_TYPE_CONST, {.i64=14}, 0, 0, A, "fft" },
 -         { "w32768", 0, 0, AV_OPT_TYPE_CONST, {.i64=15}, 0, 0, A, "fft" },
 -         { "w65536", 0, 0, AV_OPT_TYPE_CONST, {.i64=16}, 0, 0, A, "fft" },
 -         { "w131072",0, 0, AV_OPT_TYPE_CONST, {.i64=17}, 0, 0, A, "fft" },
 -     { "win_func", "set window function", OFFSET(win_func), AV_OPT_TYPE_INT, {.i64 = WFUNC_HANNING}, 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" },
 -         { "blackman", "Blackman",         0, AV_OPT_TYPE_CONST, {.i64=WFUNC_BLACKMAN}, 0, 0, A, "win_func" },
 -         { "welch",    "Welch",            0, AV_OPT_TYPE_CONST, {.i64=WFUNC_WELCH},    0, 0, A, "win_func" },
 -         { "flattop",  "Flat-top",         0, AV_OPT_TYPE_CONST, {.i64=WFUNC_FLATTOP},  0, 0, A, "win_func" },
 -         { "bharris",  "Blackman-Harris",  0, AV_OPT_TYPE_CONST, {.i64=WFUNC_BHARRIS},  0, 0, A, "win_func" },
 -         { "bnuttall", "Blackman-Nuttall", 0, AV_OPT_TYPE_CONST, {.i64=WFUNC_BNUTTALL}, 0, 0, A, "win_func" },
 -         { "bhann",    "Bartlett-Hann",    0, AV_OPT_TYPE_CONST, {.i64=WFUNC_BHANN},    0, 0, A, "win_func" },
 -         { "sine",     "Sine",             0, AV_OPT_TYPE_CONST, {.i64=WFUNC_SINE},     0, 0, A, "win_func" },
 -         { "nuttall",  "Nuttall",          0, AV_OPT_TYPE_CONST, {.i64=WFUNC_NUTTALL},  0, 0, A, "win_func" },
 -         { "lanczos",  "Lanczos",          0, AV_OPT_TYPE_CONST, {.i64=WFUNC_LANCZOS},  0, 0, A, "win_func" },
 -         { "gauss",    "Gauss",            0, AV_OPT_TYPE_CONST, {.i64=WFUNC_GAUSS},    0, 0, A, "win_func" },
 -         { "tukey",    "Tukey",            0, AV_OPT_TYPE_CONST, {.i64=WFUNC_TUKEY},    0, 0, A, "win_func" },
 -         { "dolph",    "Dolph-Chebyshev",  0, AV_OPT_TYPE_CONST, {.i64=WFUNC_DOLPH},    0, 0, A, "win_func" },
 -         { "cauchy",   "Cauchy",           0, AV_OPT_TYPE_CONST, {.i64=WFUNC_CAUCHY},   0, 0, A, "win_func" },
 -         { "parzen",   "Parzen",           0, AV_OPT_TYPE_CONST, {.i64=WFUNC_PARZEN},   0, 0, A, "win_func" },
 -         { "poisson",  "Poisson",          0, AV_OPT_TYPE_CONST, {.i64=WFUNC_POISSON},  0, 0, A, "win_func" },
 -         { "bohman",   "Bohman",           0, AV_OPT_TYPE_CONST, {.i64=WFUNC_BOHMAN},   0, 0, A, "win_func" },
 -     { "overlap", "set window overlap", OFFSET(overlap), AV_OPT_TYPE_FLOAT, {.dbl=0.75}, 0,  1, A },
 -     { NULL },
 - };
 - 
 - AVFILTER_DEFINE_CLASS(afftfilt);
 - 
 - static inline double getreal(void *priv, double x, double ch)
 - {
 -     AFFTFiltContext *s = priv;
 -     int ich, ix;
 - 
 -     ich = av_clip(ch, 0, s->nb_exprs - 1);
 -     ix = av_clip(x, 0, s->window_size / 2);
 - 
 -     return s->fft_data[ich][ix].re;
 - }
 - 
 - static inline double getimag(void *priv, double x, double ch)
 - {
 -     AFFTFiltContext *s = priv;
 -     int ich, ix;
 - 
 -     ich = av_clip(ch, 0, s->nb_exprs - 1);
 -     ix = av_clip(x, 0, s->window_size / 2);
 - 
 -     return s->fft_data[ich][ix].im;
 - }
 - 
 - static double realf(void *priv, double x, double ch) { return getreal(priv, x, ch); }
 - static double imagf(void *priv, double x, double ch) { return getimag(priv, x, ch); }
 - 
 - static const char *const func2_names[]    = { "real", "imag", NULL };
 - double (*func2[])(void *, double, double) = {  realf,  imagf, NULL };
 - 
 - static int config_input(AVFilterLink *inlink)
 - {
 -     AVFilterContext *ctx = inlink->dst;
 -     AFFTFiltContext *s = ctx->priv;
 -     char *saveptr = NULL;
 -     int ret = 0, ch;
 -     float overlap;
 -     char *args;
 -     const char *last_expr = "1";
 - 
 -     s->pts  = AV_NOPTS_VALUE;
 -     s->fft  = av_fft_init(s->fft_bits, 0);
 -     s->ifft = av_fft_init(s->fft_bits, 1);
 -     if (!s->fft || !s->ifft)
 -         return AVERROR(ENOMEM);
 - 
 -     s->window_size = 1 << s->fft_bits;
 - 
 -     s->fft_data = av_calloc(inlink->channels, sizeof(*s->fft_data));
 -     if (!s->fft_data)
 -         return AVERROR(ENOMEM);
 - 
 -     s->fft_temp = av_calloc(inlink->channels, sizeof(*s->fft_temp));
 -     if (!s->fft_temp)
 -         return AVERROR(ENOMEM);
 - 
 -     for (ch = 0; ch < inlink->channels; ch++) {
 -         s->fft_data[ch] = av_calloc(s->window_size, sizeof(**s->fft_data));
 -         if (!s->fft_data[ch])
 -             return AVERROR(ENOMEM);
 -     }
 - 
 -     for (ch = 0; ch < inlink->channels; ch++) {
 -         s->fft_temp[ch] = av_calloc(s->window_size, sizeof(**s->fft_temp));
 -         if (!s->fft_temp[ch])
 -             return AVERROR(ENOMEM);
 -     }
 - 
 -     s->real = av_calloc(inlink->channels, sizeof(*s->real));
 -     if (!s->real)
 -         return AVERROR(ENOMEM);
 - 
 -     s->imag = av_calloc(inlink->channels, sizeof(*s->imag));
 -     if (!s->imag)
 -         return AVERROR(ENOMEM);
 - 
 -     args = av_strdup(s->real_str);
 -     if (!args)
 -         return AVERROR(ENOMEM);
 - 
 -     for (ch = 0; ch < inlink->channels; ch++) {
 -         char *arg = av_strtok(ch == 0 ? args : NULL, "|", &saveptr);
 - 
 -         ret = av_expr_parse(&s->real[ch], arg ? arg : last_expr, var_names,
 -                             NULL, NULL, func2_names, func2, 0, ctx);
 -         if (ret < 0)
 -             break;
 -         if (arg)
 -             last_expr = arg;
 -         s->nb_exprs++;
 -     }
 - 
 -     av_free(args);
 - 
 -     args = av_strdup(s->img_str ? s->img_str : s->real_str);
 -     if (!args)
 -         return AVERROR(ENOMEM);
 - 
 -     for (ch = 0; ch < inlink->channels; ch++) {
 -         char *arg = av_strtok(ch == 0 ? args : NULL, "|", &saveptr);
 - 
 -         ret = av_expr_parse(&s->imag[ch], arg ? arg : last_expr, var_names,
 -                             NULL, NULL, func2_names, func2, 0, ctx);
 -         if (ret < 0)
 -             break;
 -         if (arg)
 -             last_expr = arg;
 -     }
 - 
 -     av_free(args);
 - 
 -     s->fifo = av_audio_fifo_alloc(inlink->format, inlink->channels, s->window_size);
 -     if (!s->fifo)
 -         return AVERROR(ENOMEM);
 - 
 -     s->window_func_lut = av_realloc_f(s->window_func_lut, s->window_size,
 -                                       sizeof(*s->window_func_lut));
 -     if (!s->window_func_lut)
 -         return AVERROR(ENOMEM);
 -     generate_window_func(s->window_func_lut, s->window_size, s->win_func, &overlap);
 -     if (s->overlap == 1)
 -         s->overlap = overlap;
 - 
 -     s->hop_size = s->window_size * (1 - s->overlap);
 -     if (s->hop_size <= 0)
 -         return AVERROR(EINVAL);
 - 
 -     s->buffer = ff_get_audio_buffer(inlink, s->window_size * 2);
 -     if (!s->buffer)
 -         return AVERROR(ENOMEM);
 - 
 -     return ret;
 - }
 - 
 - static int filter_frame(AVFilterLink *inlink)
 - {
 -     AVFilterContext *ctx = inlink->dst;
 -     AVFilterLink *outlink = ctx->outputs[0];
 -     AFFTFiltContext *s = ctx->priv;
 -     const int window_size = s->window_size;
 -     const float f = 1. / (s->window_size / 2);
 -     double values[VAR_VARS_NB];
 -     AVFrame *out, *in = NULL;
 -     int ch, n, ret, i;
 - 
 -     if (!in) {
 -         in = ff_get_audio_buffer(outlink, window_size);
 -         if (!in)
 -             return AVERROR(ENOMEM);
 -     }
 - 
 -     ret = av_audio_fifo_peek(s->fifo, (void **)in->extended_data, window_size);
 -     if (ret < 0)
 -         goto fail;
 - 
 -     for (ch = 0; ch < inlink->channels; ch++) {
 -         const float *src = (float *)in->extended_data[ch];
 -         FFTComplex *fft_data = s->fft_data[ch];
 - 
 -         for (n = 0; n < in->nb_samples; n++) {
 -             fft_data[n].re = src[n] * s->window_func_lut[n];
 -             fft_data[n].im = 0;
 -         }
 - 
 -         for (; n < window_size; n++) {
 -             fft_data[n].re = 0;
 -             fft_data[n].im = 0;
 -         }
 -     }
 - 
 -     values[VAR_PTS]         = s->pts;
 -     values[VAR_SAMPLE_RATE] = inlink->sample_rate;
 -     values[VAR_NBBINS]      = window_size / 2;
 -     values[VAR_CHANNELS]    = inlink->channels;
 - 
 -     for (ch = 0; ch < inlink->channels; ch++) {
 -         FFTComplex *fft_data = s->fft_data[ch];
 - 
 -         av_fft_permute(s->fft, fft_data);
 -         av_fft_calc(s->fft, fft_data);
 -     }
 - 
 -     for (ch = 0; ch < inlink->channels; ch++) {
 -         FFTComplex *fft_data = s->fft_data[ch];
 -         FFTComplex *fft_temp = s->fft_temp[ch];
 -         float *buf = (float *)s->buffer->extended_data[ch];
 -         int x;
 -         values[VAR_CHANNEL] = ch;
 - 
 -         for (n = 0; n <= window_size / 2; n++) {
 -             float fr, fi;
 - 
 -             values[VAR_BIN] = n;
 -             values[VAR_REAL] = fft_data[n].re;
 -             values[VAR_IMAG] = fft_data[n].im;
 - 
 -             fr = av_expr_eval(s->real[ch], values, s);
 -             fi = av_expr_eval(s->imag[ch], values, s);
 - 
 -             fft_temp[n].re = fr;
 -             fft_temp[n].im = fi;
 -         }
 - 
 -         for (n = window_size / 2 + 1, x = window_size / 2 - 1; n < window_size; n++, x--) {
 -             fft_temp[n].re =  fft_temp[x].re;
 -             fft_temp[n].im = -fft_temp[x].im;
 -         }
 - 
 -         av_fft_permute(s->ifft, fft_temp);
 -         av_fft_calc(s->ifft, fft_temp);
 - 
 -         for (i = 0; i < window_size; i++) {
 -             buf[i] += s->fft_temp[ch][i].re * f;
 -         }
 -     }
 - 
 -     out = ff_get_audio_buffer(outlink, s->hop_size);
 -     if (!out) {
 -         ret = AVERROR(ENOMEM);
 -         goto fail;
 -     }
 - 
 -     out->pts = s->pts;
 -     s->pts += s->hop_size;
 - 
 -     for (ch = 0; ch < inlink->channels; ch++) {
 -         float *dst = (float *)out->extended_data[ch];
 -         float *buf = (float *)s->buffer->extended_data[ch];
 - 
 -         for (n = 0; n < s->hop_size; n++)
 -             dst[n] = buf[n] * (1.f - s->overlap);
 -         memmove(buf, buf + s->hop_size, window_size * 4);
 -     }
 - 
 -     ret = ff_filter_frame(outlink, out);
 -     if (ret < 0)
 -         goto fail;
 - 
 -     av_audio_fifo_drain(s->fifo, s->hop_size);
 - 
 - fail:
 -     av_frame_free(&in);
 -     return ret < 0 ? ret : 0;
 - }
 - 
 - static int activate(AVFilterContext *ctx)
 - {
 -     AVFilterLink *inlink = ctx->inputs[0];
 -     AVFilterLink *outlink = ctx->outputs[0];
 -     AFFTFiltContext *s = ctx->priv;
 -     AVFrame *in = NULL;
 -     int ret = 0, status;
 -     int64_t pts;
 - 
 -     FF_FILTER_FORWARD_STATUS_BACK(outlink, inlink);
 - 
 -     if (!s->eof && av_audio_fifo_size(s->fifo) < s->window_size) {
 -         ret = ff_inlink_consume_frame(inlink, &in);
 -         if (ret < 0)
 -             return ret;
 - 
 -         if (ret > 0) {
 -             ret = av_audio_fifo_write(s->fifo, (void **)in->extended_data,
 -                                       in->nb_samples);
 -             if (ret >= 0 && s->pts == AV_NOPTS_VALUE)
 -                 s->pts = in->pts;
 - 
 -             av_frame_free(&in);
 -             if (ret < 0)
 -                 return ret;
 -         }
 -     }
 - 
 -     if ((av_audio_fifo_size(s->fifo) >= s->window_size) ||
 -         (av_audio_fifo_size(s->fifo) > 0 && s->eof)) {
 -         ret = filter_frame(inlink);
 -         if (av_audio_fifo_size(s->fifo) >= s->window_size)
 -             ff_filter_set_ready(ctx, 100);
 -         return ret;
 -     }
 - 
 -     if (!s->eof && ff_inlink_acknowledge_status(inlink, &status, &pts)) {
 -         if (status == AVERROR_EOF) {
 -             s->eof = 1;
 -             if (av_audio_fifo_size(s->fifo) >= 0) {
 -                 ff_filter_set_ready(ctx, 100);
 -                 return 0;
 -             }
 -         }
 -     }
 - 
 -     if (s->eof && av_audio_fifo_size(s->fifo) <= 0) {
 -         ff_outlink_set_status(outlink, AVERROR_EOF, s->pts);
 -         return 0;
 -     }
 - 
 -     if (!s->eof)
 -         FF_FILTER_FORWARD_WANTED(outlink, inlink);
 - 
 -     return FFERROR_NOT_READY;
 - }
 - 
 - static int query_formats(AVFilterContext *ctx)
 - {
 -     AVFilterFormats *formats;
 -     AVFilterChannelLayouts *layouts;
 -     static const enum AVSampleFormat sample_fmts[] = {
 -         AV_SAMPLE_FMT_FLTP,
 -         AV_SAMPLE_FMT_NONE
 -     };
 -     int ret;
 - 
 -     layouts = ff_all_channel_counts();
 -     if (!layouts)
 -         return AVERROR(ENOMEM);
 -     ret = ff_set_common_channel_layouts(ctx, layouts);
 -     if (ret < 0)
 -         return ret;
 - 
 -     formats = ff_make_format_list(sample_fmts);
 -     if (!formats)
 -         return AVERROR(ENOMEM);
 -     ret = ff_set_common_formats(ctx, formats);
 -     if (ret < 0)
 -         return ret;
 - 
 -     formats = ff_all_samplerates();
 -     if (!formats)
 -         return AVERROR(ENOMEM);
 -     return ff_set_common_samplerates(ctx, formats);
 - }
 - 
 - static av_cold void uninit(AVFilterContext *ctx)
 - {
 -     AFFTFiltContext *s = ctx->priv;
 -     int i;
 - 
 -     av_fft_end(s->fft);
 -     av_fft_end(s->ifft);
 - 
 -     for (i = 0; i < s->nb_exprs; i++) {
 -         if (s->fft_data)
 -             av_freep(&s->fft_data[i]);
 -         if (s->fft_temp)
 -             av_freep(&s->fft_temp[i]);
 -     }
 -     av_freep(&s->fft_data);
 -     av_freep(&s->fft_temp);
 - 
 -     for (i = 0; i < s->nb_exprs; i++) {
 -         av_expr_free(s->real[i]);
 -         av_expr_free(s->imag[i]);
 -     }
 - 
 -     av_freep(&s->real);
 -     av_freep(&s->imag);
 -     av_frame_free(&s->buffer);
 -     av_freep(&s->window_func_lut);
 - 
 -     av_audio_fifo_free(s->fifo);
 - }
 - 
 - static const AVFilterPad inputs[] = {
 -     {
 -         .name         = "default",
 -         .type         = AVMEDIA_TYPE_AUDIO,
 -         .config_props = config_input,
 -     },
 -     { NULL }
 - };
 - 
 - static const AVFilterPad outputs[] = {
 -     {
 -         .name = "default",
 -         .type = AVMEDIA_TYPE_AUDIO,
 -     },
 -     { NULL }
 - };
 - 
 - AVFilter ff_af_afftfilt = {
 -     .name            = "afftfilt",
 -     .description     = NULL_IF_CONFIG_SMALL("Apply arbitrary expressions to samples in frequency domain."),
 -     .priv_size       = sizeof(AFFTFiltContext),
 -     .priv_class      = &afftfilt_class,
 -     .inputs          = inputs,
 -     .outputs         = outputs,
 -     .activate        = activate,
 -     .query_formats   = query_formats,
 -     .uninit          = uninit,
 - };
 
 
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