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    /*
     * Copyright (c) 2004 Michael Niedermayer <michaelni@gmx.at>
     * Copyright (c) 2012 Justin Ruggles <justin.ruggles@gmail.com>
     *
    
     * This file is part of FFmpeg.
    
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     *
    
     * FFmpeg is free software; you can redistribute it and/or
    
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     * 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,
    
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     * 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
    
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     * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA
     */
    
    
    #include "libavutil/common.h"
    
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    #include "libavutil/libm.h"
    #include "libavutil/log.h"
    #include "internal.h"
    
    #include "resample.h"
    
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    #include "audio_data.h"
    
    
    
    /* double template */
    #define CONFIG_RESAMPLE_DBL
    #include "resample_template.c"
    #undef CONFIG_RESAMPLE_DBL
    
    /* float template */
    #define CONFIG_RESAMPLE_FLT
    #include "resample_template.c"
    #undef CONFIG_RESAMPLE_FLT
    
    /* s32 template */
    #define CONFIG_RESAMPLE_S32
    #include "resample_template.c"
    #undef CONFIG_RESAMPLE_S32
    
    /* s16 template */
    #include "resample_template.c"
    
    
    
    /* 0th order modified Bessel function of the first kind. */
    
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    static double bessel(double x)
    {
        double v     = 1;
        double lastv = 0;
        double t     = 1;
        int i;
    
        x = x * x / 4;
        for (i = 1; v != lastv; i++) {
            lastv = v;
            t    *= x / (i * i);
            v    += t;
        }
        return v;
    }
    
    
    /* Build a polyphase filterbank. */
    
    static int build_filter(ResampleContext *c, double factor)
    
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    {
        int ph, i;
    
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        double *tab;
    
        int tap_count    = c->filter_length;
        int phase_count  = 1 << c->phase_shift;
    
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        const int center = (tap_count - 1) / 2;
    
        tab = av_malloc(tap_count * sizeof(*tab));
        if (!tab)
            return AVERROR(ENOMEM);
    
        for (ph = 0; ph < phase_count; ph++) {
            double norm = 0;
            for (i = 0; i < tap_count; i++) {
                x = M_PI * ((double)(i - center) - (double)ph / phase_count) * factor;
                if (x == 0) y = 1.0;
                else        y = sin(x) / x;
    
                case AV_RESAMPLE_FILTER_TYPE_CUBIC: {
    
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                    const float d = -0.5; //first order derivative = -0.5
                    x = fabs(((double)(i - center) - (double)ph / phase_count) * factor);
                    if (x < 1.0) y = 1 - 3 * x*x + 2 * x*x*x + d * (                -x*x + x*x*x);
                    else         y =                           d * (-4 + 8 * x - 5 * x*x + x*x*x);
                    break;
                }
    
                case AV_RESAMPLE_FILTER_TYPE_BLACKMAN_NUTTALL:
    
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                    w  = 2.0 * x / (factor * tap_count) + M_PI;
                    y *= 0.3635819 - 0.4891775 * cos(    w) +
                                     0.1365995 * cos(2 * w) -
                                     0.0106411 * cos(3 * w);
                    break;
    
                case AV_RESAMPLE_FILTER_TYPE_KAISER:
    
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                    w  = 2.0 * x / (factor * tap_count * M_PI);
    
                    y *= bessel(c->kaiser_beta * sqrt(FFMAX(1 - w * w, 0)));
    
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                    break;
                }
    
                tab[i] = y;
                norm  += y;
            }
            /* normalize so that an uniform color remains the same */
    
            for (i = 0; i < tap_count; i++)
                tab[i] = tab[i] / norm;
    
            c->set_filter(c->filter_bank, tab, ph, tap_count);
    
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        }
    
        av_free(tab);
        return 0;
    }
    
    ResampleContext *ff_audio_resample_init(AVAudioResampleContext *avr)
    {
        ResampleContext *c;
        int out_rate    = avr->out_sample_rate;
        int in_rate     = avr->in_sample_rate;
        double factor   = FFMIN(out_rate * avr->cutoff / in_rate, 1.0);
        int phase_count = 1 << avr->phase_shift;
    
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        if (avr->internal_sample_fmt != AV_SAMPLE_FMT_S16P &&
            avr->internal_sample_fmt != AV_SAMPLE_FMT_S32P &&
            avr->internal_sample_fmt != AV_SAMPLE_FMT_FLTP &&
            avr->internal_sample_fmt != AV_SAMPLE_FMT_DBLP) {
    
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            av_log(avr, AV_LOG_ERROR, "Unsupported internal format for "
                   "resampling: %s\n",
                   av_get_sample_fmt_name(avr->internal_sample_fmt));
            return NULL;
        }
        c = av_mallocz(sizeof(*c));
        if (!c)
            return NULL;
    
        c->avr           = avr;
        c->phase_shift   = avr->phase_shift;
        c->phase_mask    = phase_count - 1;
        c->linear        = avr->linear_interp;
        c->filter_length = FFMAX((int)ceil(avr->filter_size / factor), 1);
    
        c->filter_type   = avr->filter_type;
        c->kaiser_beta   = avr->kaiser_beta;
    
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        switch (avr->internal_sample_fmt) {
        case AV_SAMPLE_FMT_DBLP:
    
            c->resample_one  = c->linear ? resample_linear_dbl : resample_one_dbl;
    
            c->resample_nearest = resample_nearest_dbl;
    
            c->set_filter    = set_filter_dbl;
            break;
        case AV_SAMPLE_FMT_FLTP:
    
            c->resample_one  = c->linear ? resample_linear_flt : resample_one_flt;
    
            c->resample_nearest = resample_nearest_flt;
    
            c->set_filter    = set_filter_flt;
            break;
        case AV_SAMPLE_FMT_S32P:
    
            c->resample_one  = c->linear ? resample_linear_s32 : resample_one_s32;
    
            c->resample_nearest = resample_nearest_s32;
    
            c->set_filter    = set_filter_s32;
            break;
        case AV_SAMPLE_FMT_S16P:
    
            c->resample_one  = c->linear ? resample_linear_s16 : resample_one_s16;
    
            c->resample_nearest = resample_nearest_s16;
    
        if (ARCH_AARCH64)
            ff_audio_resample_init_aarch64(c, avr->internal_sample_fmt);
    
        if (ARCH_ARM)
            ff_audio_resample_init_arm(c, avr->internal_sample_fmt);
    
        felem_size = av_get_bytes_per_sample(avr->internal_sample_fmt);
        c->filter_bank = av_mallocz(c->filter_length * (phase_count + 1) * felem_size);
    
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        if (!c->filter_bank)
            goto error;
    
    
        if (build_filter(c, factor) < 0)
    
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            goto error;
    
    
        memcpy(&c->filter_bank[(c->filter_length * phase_count + 1) * felem_size],
               c->filter_bank, (c->filter_length - 1) * felem_size);
        memcpy(&c->filter_bank[c->filter_length * phase_count * felem_size],
               &c->filter_bank[(c->filter_length - 1) * felem_size], felem_size);
    
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        c->compensation_distance = 0;
        if (!av_reduce(&c->src_incr, &c->dst_incr, out_rate,
                       in_rate * (int64_t)phase_count, INT32_MAX / 2))
            goto error;
        c->ideal_dst_incr = c->dst_incr;
    
    
        c->padding_size   = (c->filter_length - 1) / 2;
    
        c->initial_padding_filled = 0;
        c->index = 0;
    
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        c->frac  = 0;
    
        /* allocate internal buffer */
    
        c->buffer = ff_audio_data_alloc(avr->resample_channels, c->padding_size,
    
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                                        avr->internal_sample_fmt,
                                        "resample buffer");
        if (!c->buffer)
            goto error;
    
        c->buffer->nb_samples      = c->padding_size;
        c->initial_padding_samples = c->padding_size;
    
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        av_log(avr, AV_LOG_DEBUG, "resample: %s from %d Hz to %d Hz\n",
               av_get_sample_fmt_name(avr->internal_sample_fmt),
               avr->in_sample_rate, avr->out_sample_rate);
    
        return c;
    
    error:
        ff_audio_data_free(&c->buffer);
        av_free(c->filter_bank);
        av_free(c);
        return NULL;
    }
    
    void ff_audio_resample_free(ResampleContext **c)
    {
        if (!*c)
            return;
        ff_audio_data_free(&(*c)->buffer);
        av_free((*c)->filter_bank);
        av_freep(c);
    }
    
    int avresample_set_compensation(AVAudioResampleContext *avr, int sample_delta,
                                    int compensation_distance)
    {
        ResampleContext *c;
    
        if (compensation_distance < 0)
            return AVERROR(EINVAL);
        if (!compensation_distance && sample_delta)
            return AVERROR(EINVAL);
    
        if (!avr->resample_needed) {
    
            av_log(avr, AV_LOG_ERROR, "Unable to set resampling compensation\n");
            return AVERROR(EINVAL);
    
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        }
        c = avr->resample;
        c->compensation_distance = compensation_distance;
        if (compensation_distance) {
            c->dst_incr = c->ideal_dst_incr - c->ideal_dst_incr *
                          (int64_t)sample_delta / compensation_distance;
        } else {
            c->dst_incr = c->ideal_dst_incr;
        }
    
    
        return 0;
    
    static int resample(ResampleContext *c, void *dst, const void *src,
    
                        int *consumed, int src_size, int dst_size, int update_ctx,
                        int nearest_neighbour)
    
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    {
    
        unsigned int index = c->index;
    
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        int frac          = c->frac;
        int dst_incr_frac = c->dst_incr % c->src_incr;
        int dst_incr      = c->dst_incr / c->src_incr;
        int compensation_distance = c->compensation_distance;
    
        if (!dst != !src)
            return AVERROR(EINVAL);
    
    
            uint64_t index2 = ((uint64_t)index) << 32;
    
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            int64_t incr   = (1LL << 32) * c->dst_incr / c->src_incr;
            dst_size       = FFMIN(dst_size,
                                   (src_size-1-index) * (int64_t)c->src_incr /
                                   c->dst_incr);
    
            if (dst) {
                for(dst_index = 0; dst_index < dst_size; dst_index++) {
    
                    c->resample_nearest(dst, dst_index, src, index2 >> 32);
    
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                    index2 += incr;
                }
            } else {
                dst_index = dst_size;
            }
            index += dst_index * dst_incr;
            index += (frac + dst_index * (int64_t)dst_incr_frac) / c->src_incr;
            frac   = (frac + dst_index * (int64_t)dst_incr_frac) % c->src_incr;
        } else {
            for (dst_index = 0; dst_index < dst_size; dst_index++) {
                int sample_index = index >> c->phase_shift;
    
    
                if (sample_index + c->filter_length > src_size)
    
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                    break;
    
    
                    c->resample_one(c, dst, dst_index, src, index, frac);
    
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                frac  += dst_incr_frac;
                index += dst_incr;
                if (frac >= c->src_incr) {
                    frac -= c->src_incr;
                    index++;
                }
                if (dst_index + 1 == compensation_distance) {
                    compensation_distance = 0;
                    dst_incr_frac = c->ideal_dst_incr % c->src_incr;
                    dst_incr      = c->ideal_dst_incr / c->src_incr;
                }
            }
        }
        if (consumed)
    
            *consumed = index >> c->phase_shift;
    
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        if (update_ctx) {
    
            index &= c->phase_mask;
    
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            if (compensation_distance) {
                compensation_distance -= dst_index;
                if (compensation_distance <= 0)
                    return AVERROR_BUG;
            }
            c->frac     = frac;
            c->index    = index;
            c->dst_incr = dst_incr_frac + c->src_incr*dst_incr;
            c->compensation_distance = compensation_distance;
        }
    
        return dst_index;
    }
    
    
    int ff_audio_resample(ResampleContext *c, AudioData *dst, AudioData *src)
    
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    {
    
        int ch, in_samples, in_leftover, consumed = 0, out_samples = 0;
    
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        int ret = AVERROR(EINVAL);
    
        int nearest_neighbour = (c->compensation_distance == 0 &&
                                 c->filter_length == 1 &&
                                 c->phase_shift == 0);
    
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        in_samples  = src ? src->nb_samples : 0;
        in_leftover = c->buffer->nb_samples;
    
        /* add input samples to the internal buffer */
        if (src) {
            ret = ff_audio_data_combine(c->buffer, in_leftover, src, 0, in_samples);
            if (ret < 0)
                return ret;
    
        } else if (in_leftover <= c->final_padding_samples) {
    
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            /* no remaining samples to flush */
            return 0;
        }
    
    
        if (!c->initial_padding_filled) {
            int bps = av_get_bytes_per_sample(c->avr->internal_sample_fmt);
            int i;
    
    
            if (src && c->buffer->nb_samples < 2 * c->padding_size)
    
                return 0;
    
            for (i = 0; i < c->padding_size; i++)
    
                for (ch = 0; ch < c->buffer->channels; ch++) {
                    if (c->buffer->nb_samples > 2 * c->padding_size - i) {
                        memcpy(c->buffer->data[ch] + bps * i,
                               c->buffer->data[ch] + bps * (2 * c->padding_size - i), bps);
                    } else {
                        memset(c->buffer->data[ch] + bps * i, 0, bps);
                    }
                }
    
            c->initial_padding_filled = 1;
        }
    
    
        if (!src && !c->final_padding_filled) {
            int bps = av_get_bytes_per_sample(c->avr->internal_sample_fmt);
            int i;
    
    
            ret = ff_audio_data_realloc(c->buffer,
                                        FFMAX(in_samples, in_leftover) +
                                        c->padding_size);
    
            if (ret < 0) {
                av_log(c->avr, AV_LOG_ERROR, "Error reallocating resampling buffer\n");
                return AVERROR(ENOMEM);
            }
    
            for (i = 0; i < c->padding_size; i++)
                for (ch = 0; ch < c->buffer->channels; ch++) {
                    if (in_leftover > i) {
                        memcpy(c->buffer->data[ch] + bps * (in_leftover + i),
                               c->buffer->data[ch] + bps * (in_leftover - i - 1),
                               bps);
                    } else {
                        memset(c->buffer->data[ch] + bps * (in_leftover + i),
                               0, bps);
                    }
                }
            c->buffer->nb_samples   += c->padding_size;
            c->final_padding_samples = c->padding_size;
            c->final_padding_filled  = 1;
        }
    
    
    
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        /* calculate output size and reallocate output buffer if needed */
        /* TODO: try to calculate this without the dummy resample() run */
        if (!dst->read_only && dst->allow_realloc) {
            out_samples = resample(c, NULL, NULL, NULL, c->buffer->nb_samples,
    
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            ret = ff_audio_data_realloc(dst, out_samples);
            if (ret < 0) {
                av_log(c->avr, AV_LOG_ERROR, "error reallocating output\n");
                return ret;
            }
        }
    
        /* resample each channel plane */
        for (ch = 0; ch < c->buffer->channels; ch++) {
    
            out_samples = resample(c, (void *)dst->data[ch],
    
                                   (const void *)c->buffer->data[ch], &consumed,
    
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                                   c->buffer->nb_samples, dst->allocated_samples,
    
                                   ch + 1 == c->buffer->channels, nearest_neighbour);
    
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        }
        if (out_samples < 0) {
            av_log(c->avr, AV_LOG_ERROR, "error during resampling\n");
            return out_samples;
        }
    
        /* drain consumed samples from the internal buffer */
    
        ff_audio_data_drain(c->buffer, consumed);
    
        c->initial_padding_samples = FFMAX(c->initial_padding_samples - consumed, 0);
    
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        av_log(c->avr, AV_LOG_TRACE, "resampled %d in + %d leftover to %d out + %d leftover\n",
    
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                in_samples, in_leftover, out_samples, c->buffer->nb_samples);
    
        dst->nb_samples = out_samples;
        return 0;
    }
    
    int avresample_get_delay(AVAudioResampleContext *avr)
    {
    
        ResampleContext *c = avr->resample;
    
    
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        if (!avr->resample_needed || !avr->resample)
            return 0;
    
    
        return FFMAX(c->buffer->nb_samples - c->padding_size, 0);
    
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    }