1/*
2 * Rate control for video encoders
3 *
4 * Copyright (c) 2002-2004 Michael Niedermayer <michaelni@gmx.at>
5 *
6 * This file is part of FFmpeg.
7 *
8 * FFmpeg is free software; you can redistribute it and/or
9 * modify it under the terms of the GNU Lesser General Public
10 * License as published by the Free Software Foundation; either
11 * version 2.1 of the License, or (at your option) any later version.
12 *
13 * FFmpeg is distributed in the hope that it will be useful,
14 * but WITHOUT ANY WARRANTY; without even the implied warranty of
15 * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU
16 * Lesser General Public License for more details.
17 *
18 * You should have received a copy of the GNU Lesser General Public
19 * License along with FFmpeg; if not, write to the Free Software
20 * Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA
21 */
22
23/**
24 * @file
25 * Rate control for video encoders.
26 */
27
28#include "libavutil/intmath.h"
29#include "avcodec.h"
30#include "dsputil.h"
31#include "ratecontrol.h"
32#include "mpegvideo.h"
33#include "eval.h"
34
35#undef NDEBUG // Always check asserts, the speed effect is far too small to disable them.
36#include <assert.h>
37
38#ifndef M_E
39#define M_E 2.718281828
40#endif
41
42static int init_pass2(MpegEncContext *s);
43static double get_qscale(MpegEncContext *s, RateControlEntry *rce, double rate_factor, int frame_num);
44
45void ff_write_pass1_stats(MpegEncContext *s){
46    snprintf(s->avctx->stats_out, 256, "in:%d out:%d type:%d q:%d itex:%d ptex:%d mv:%d misc:%d fcode:%d bcode:%d mc-var:%d var:%d icount:%d skipcount:%d hbits:%d;\n",
47            s->current_picture_ptr->display_picture_number, s->current_picture_ptr->coded_picture_number, s->pict_type,
48            s->current_picture.quality, s->i_tex_bits, s->p_tex_bits, s->mv_bits, s->misc_bits,
49            s->f_code, s->b_code, s->current_picture.mc_mb_var_sum, s->current_picture.mb_var_sum, s->i_count, s->skip_count, s->header_bits);
50}
51
52static inline double qp2bits(RateControlEntry *rce, double qp){
53    if(qp<=0.0){
54        av_log(NULL, AV_LOG_ERROR, "qp<=0.0\n");
55    }
56    return rce->qscale * (double)(rce->i_tex_bits + rce->p_tex_bits+1)/ qp;
57}
58
59static inline double bits2qp(RateControlEntry *rce, double bits){
60    if(bits<0.9){
61        av_log(NULL, AV_LOG_ERROR, "bits<0.9\n");
62    }
63    return rce->qscale * (double)(rce->i_tex_bits + rce->p_tex_bits+1)/ bits;
64}
65
66int ff_rate_control_init(MpegEncContext *s)
67{
68    RateControlContext *rcc= &s->rc_context;
69    int i;
70    const char *error = NULL;
71    static const char * const const_names[]={
72        "PI",
73        "E",
74        "iTex",
75        "pTex",
76        "tex",
77        "mv",
78        "fCode",
79        "iCount",
80        "mcVar",
81        "var",
82        "isI",
83        "isP",
84        "isB",
85        "avgQP",
86        "qComp",
87/*        "lastIQP",
88        "lastPQP",
89        "lastBQP",
90        "nextNonBQP",*/
91        "avgIITex",
92        "avgPITex",
93        "avgPPTex",
94        "avgBPTex",
95        "avgTex",
96        NULL
97    };
98    static double (* const func1[])(void *, double)={
99        (void *)bits2qp,
100        (void *)qp2bits,
101        NULL
102    };
103    static const char * const func1_names[]={
104        "bits2qp",
105        "qp2bits",
106        NULL
107    };
108    emms_c();
109
110    rcc->rc_eq_eval = ff_parse_expr(s->avctx->rc_eq ? s->avctx->rc_eq : "tex^qComp", const_names, func1, func1_names, NULL, NULL, &error);
111    if (!rcc->rc_eq_eval) {
112        av_log(s->avctx, AV_LOG_ERROR, "Error parsing rc_eq \"%s\": %s\n", s->avctx->rc_eq, error? error : "");
113        return -1;
114    }
115
116    for(i=0; i<5; i++){
117        rcc->pred[i].coeff= FF_QP2LAMBDA * 7.0;
118        rcc->pred[i].count= 1.0;
119
120        rcc->pred[i].decay= 0.4;
121        rcc->i_cplx_sum [i]=
122        rcc->p_cplx_sum [i]=
123        rcc->mv_bits_sum[i]=
124        rcc->qscale_sum [i]=
125        rcc->frame_count[i]= 1; // 1 is better because of 1/0 and such
126        rcc->last_qscale_for[i]=FF_QP2LAMBDA * 5;
127    }
128    rcc->buffer_index= s->avctx->rc_initial_buffer_occupancy;
129
130    if(s->flags&CODEC_FLAG_PASS2){
131        int i;
132        char *p;
133
134        /* find number of pics */
135        p= s->avctx->stats_in;
136        for(i=-1; p; i++){
137            p= strchr(p+1, ';');
138        }
139        i+= s->max_b_frames;
140        if(i<=0 || i>=INT_MAX / sizeof(RateControlEntry))
141            return -1;
142        rcc->entry = av_mallocz(i*sizeof(RateControlEntry));
143        rcc->num_entries= i;
144
145        /* init all to skipped p frames (with b frames we might have a not encoded frame at the end FIXME) */
146        for(i=0; i<rcc->num_entries; i++){
147            RateControlEntry *rce= &rcc->entry[i];
148            rce->pict_type= rce->new_pict_type=FF_P_TYPE;
149            rce->qscale= rce->new_qscale=FF_QP2LAMBDA * 2;
150            rce->misc_bits= s->mb_num + 10;
151            rce->mb_var_sum= s->mb_num*100;
152        }
153
154        /* read stats */
155        p= s->avctx->stats_in;
156        for(i=0; i<rcc->num_entries - s->max_b_frames; i++){
157            RateControlEntry *rce;
158            int picture_number;
159            int e;
160            char *next;
161
162            next= strchr(p, ';');
163            if(next){
164                (*next)=0; //sscanf in unbelievably slow on looong strings //FIXME copy / do not write
165                next++;
166            }
167            e= sscanf(p, " in:%d ", &picture_number);
168
169            assert(picture_number >= 0);
170            assert(picture_number < rcc->num_entries);
171            rce= &rcc->entry[picture_number];
172
173            e+=sscanf(p, " in:%*d out:%*d type:%d q:%f itex:%d ptex:%d mv:%d misc:%d fcode:%d bcode:%d mc-var:%d var:%d icount:%d skipcount:%d hbits:%d",
174                   &rce->pict_type, &rce->qscale, &rce->i_tex_bits, &rce->p_tex_bits, &rce->mv_bits, &rce->misc_bits,
175                   &rce->f_code, &rce->b_code, &rce->mc_mb_var_sum, &rce->mb_var_sum, &rce->i_count, &rce->skip_count, &rce->header_bits);
176            if(e!=14){
177                av_log(s->avctx, AV_LOG_ERROR, "statistics are damaged at line %d, parser out=%d\n", i, e);
178                return -1;
179            }
180
181            p= next;
182        }
183
184        if(init_pass2(s) < 0) return -1;
185
186        //FIXME maybe move to end
187        if((s->flags&CODEC_FLAG_PASS2) && s->avctx->rc_strategy == FF_RC_STRATEGY_XVID) {
188#if CONFIG_LIBXVID
189            return ff_xvid_rate_control_init(s);
190#else
191            av_log(s->avctx, AV_LOG_ERROR, "Xvid ratecontrol requires libavcodec compiled with Xvid support.\n");
192            return -1;
193#endif
194        }
195    }
196
197    if(!(s->flags&CODEC_FLAG_PASS2)){
198
199        rcc->short_term_qsum=0.001;
200        rcc->short_term_qcount=0.001;
201
202        rcc->pass1_rc_eq_output_sum= 0.001;
203        rcc->pass1_wanted_bits=0.001;
204
205        if(s->avctx->qblur > 1.0){
206            av_log(s->avctx, AV_LOG_ERROR, "qblur too large\n");
207            return -1;
208        }
209        /* init stuff with the user specified complexity */
210        if(s->avctx->rc_initial_cplx){
211            for(i=0; i<60*30; i++){
212                double bits= s->avctx->rc_initial_cplx * (i/10000.0 + 1.0)*s->mb_num;
213                RateControlEntry rce;
214
215                if     (i%((s->gop_size+3)/4)==0) rce.pict_type= FF_I_TYPE;
216                else if(i%(s->max_b_frames+1))    rce.pict_type= FF_B_TYPE;
217                else                              rce.pict_type= FF_P_TYPE;
218
219                rce.new_pict_type= rce.pict_type;
220                rce.mc_mb_var_sum= bits*s->mb_num/100000;
221                rce.mb_var_sum   = s->mb_num;
222                rce.qscale   = FF_QP2LAMBDA * 2;
223                rce.f_code   = 2;
224                rce.b_code   = 1;
225                rce.misc_bits= 1;
226
227                if(s->pict_type== FF_I_TYPE){
228                    rce.i_count   = s->mb_num;
229                    rce.i_tex_bits= bits;
230                    rce.p_tex_bits= 0;
231                    rce.mv_bits= 0;
232                }else{
233                    rce.i_count   = 0; //FIXME we do know this approx
234                    rce.i_tex_bits= 0;
235                    rce.p_tex_bits= bits*0.9;
236                    rce.mv_bits= bits*0.1;
237                }
238                rcc->i_cplx_sum [rce.pict_type] += rce.i_tex_bits*rce.qscale;
239                rcc->p_cplx_sum [rce.pict_type] += rce.p_tex_bits*rce.qscale;
240                rcc->mv_bits_sum[rce.pict_type] += rce.mv_bits;
241                rcc->frame_count[rce.pict_type] ++;
242
243                get_qscale(s, &rce, rcc->pass1_wanted_bits/rcc->pass1_rc_eq_output_sum, i);
244                rcc->pass1_wanted_bits+= s->bit_rate/(1/av_q2d(s->avctx->time_base)); //FIXME misbehaves a little for variable fps
245            }
246        }
247
248    }
249
250    return 0;
251}
252
253void ff_rate_control_uninit(MpegEncContext *s)
254{
255    RateControlContext *rcc= &s->rc_context;
256    emms_c();
257
258    ff_free_expr(rcc->rc_eq_eval);
259    av_freep(&rcc->entry);
260
261#if CONFIG_LIBXVID
262    if((s->flags&CODEC_FLAG_PASS2) && s->avctx->rc_strategy == FF_RC_STRATEGY_XVID)
263        ff_xvid_rate_control_uninit(s);
264#endif
265}
266
267int ff_vbv_update(MpegEncContext *s, int frame_size){
268    RateControlContext *rcc= &s->rc_context;
269    const double fps= 1/av_q2d(s->avctx->time_base);
270    const int buffer_size= s->avctx->rc_buffer_size;
271    const double min_rate= s->avctx->rc_min_rate/fps;
272    const double max_rate= s->avctx->rc_max_rate/fps;
273
274//printf("%d %f %d %f %f\n", buffer_size, rcc->buffer_index, frame_size, min_rate, max_rate);
275    if(buffer_size){
276        int left;
277
278        rcc->buffer_index-= frame_size;
279        if(rcc->buffer_index < 0){
280            av_log(s->avctx, AV_LOG_ERROR, "rc buffer underflow\n");
281            rcc->buffer_index= 0;
282        }
283
284        left= buffer_size - rcc->buffer_index - 1;
285        rcc->buffer_index += av_clip(left, min_rate, max_rate);
286
287        if(rcc->buffer_index > buffer_size){
288            int stuffing= ceil((rcc->buffer_index - buffer_size)/8);
289
290            if(stuffing < 4 && s->codec_id == CODEC_ID_MPEG4)
291                stuffing=4;
292            rcc->buffer_index -= 8*stuffing;
293
294            if(s->avctx->debug & FF_DEBUG_RC)
295                av_log(s->avctx, AV_LOG_DEBUG, "stuffing %d bytes\n", stuffing);
296
297            return stuffing;
298        }
299    }
300    return 0;
301}
302
303/**
304 * modifies the bitrate curve from pass1 for one frame
305 */
306static double get_qscale(MpegEncContext *s, RateControlEntry *rce, double rate_factor, int frame_num){
307    RateControlContext *rcc= &s->rc_context;
308    AVCodecContext *a= s->avctx;
309    double q, bits;
310    const int pict_type= rce->new_pict_type;
311    const double mb_num= s->mb_num;
312    int i;
313
314    double const_values[]={
315        M_PI,
316        M_E,
317        rce->i_tex_bits*rce->qscale,
318        rce->p_tex_bits*rce->qscale,
319        (rce->i_tex_bits + rce->p_tex_bits)*(double)rce->qscale,
320        rce->mv_bits/mb_num,
321        rce->pict_type == FF_B_TYPE ? (rce->f_code + rce->b_code)*0.5 : rce->f_code,
322        rce->i_count/mb_num,
323        rce->mc_mb_var_sum/mb_num,
324        rce->mb_var_sum/mb_num,
325        rce->pict_type == FF_I_TYPE,
326        rce->pict_type == FF_P_TYPE,
327        rce->pict_type == FF_B_TYPE,
328        rcc->qscale_sum[pict_type] / (double)rcc->frame_count[pict_type],
329        a->qcompress,
330/*        rcc->last_qscale_for[FF_I_TYPE],
331        rcc->last_qscale_for[FF_P_TYPE],
332        rcc->last_qscale_for[FF_B_TYPE],
333        rcc->next_non_b_qscale,*/
334        rcc->i_cplx_sum[FF_I_TYPE] / (double)rcc->frame_count[FF_I_TYPE],
335        rcc->i_cplx_sum[FF_P_TYPE] / (double)rcc->frame_count[FF_P_TYPE],
336        rcc->p_cplx_sum[FF_P_TYPE] / (double)rcc->frame_count[FF_P_TYPE],
337        rcc->p_cplx_sum[FF_B_TYPE] / (double)rcc->frame_count[FF_B_TYPE],
338        (rcc->i_cplx_sum[pict_type] + rcc->p_cplx_sum[pict_type]) / (double)rcc->frame_count[pict_type],
339        0
340    };
341
342    bits= ff_eval_expr(rcc->rc_eq_eval, const_values, rce);
343    if (isnan(bits)) {
344        av_log(s->avctx, AV_LOG_ERROR, "Error evaluating rc_eq \"%s\"\n", s->avctx->rc_eq);
345        return -1;
346    }
347
348    rcc->pass1_rc_eq_output_sum+= bits;
349    bits*=rate_factor;
350    if(bits<0.0) bits=0.0;
351    bits+= 1.0; //avoid 1/0 issues
352
353    /* user override */
354    for(i=0; i<s->avctx->rc_override_count; i++){
355        RcOverride *rco= s->avctx->rc_override;
356        if(rco[i].start_frame > frame_num) continue;
357        if(rco[i].end_frame   < frame_num) continue;
358
359        if(rco[i].qscale)
360            bits= qp2bits(rce, rco[i].qscale); //FIXME move at end to really force it?
361        else
362            bits*= rco[i].quality_factor;
363    }
364
365    q= bits2qp(rce, bits);
366
367    /* I/B difference */
368    if     (pict_type==FF_I_TYPE && s->avctx->i_quant_factor<0.0)
369        q= -q*s->avctx->i_quant_factor + s->avctx->i_quant_offset;
370    else if(pict_type==FF_B_TYPE && s->avctx->b_quant_factor<0.0)
371        q= -q*s->avctx->b_quant_factor + s->avctx->b_quant_offset;
372    if(q<1) q=1;
373
374    return q;
375}
376
377static double get_diff_limited_q(MpegEncContext *s, RateControlEntry *rce, double q){
378    RateControlContext *rcc= &s->rc_context;
379    AVCodecContext *a= s->avctx;
380    const int pict_type= rce->new_pict_type;
381    const double last_p_q    = rcc->last_qscale_for[FF_P_TYPE];
382    const double last_non_b_q= rcc->last_qscale_for[rcc->last_non_b_pict_type];
383
384    if     (pict_type==FF_I_TYPE && (a->i_quant_factor>0.0 || rcc->last_non_b_pict_type==FF_P_TYPE))
385        q= last_p_q    *FFABS(a->i_quant_factor) + a->i_quant_offset;
386    else if(pict_type==FF_B_TYPE && a->b_quant_factor>0.0)
387        q= last_non_b_q*    a->b_quant_factor  + a->b_quant_offset;
388    if(q<1) q=1;
389
390    /* last qscale / qdiff stuff */
391    if(rcc->last_non_b_pict_type==pict_type || pict_type!=FF_I_TYPE){
392        double last_q= rcc->last_qscale_for[pict_type];
393        const int maxdiff= FF_QP2LAMBDA * a->max_qdiff;
394
395        if     (q > last_q + maxdiff) q= last_q + maxdiff;
396        else if(q < last_q - maxdiff) q= last_q - maxdiff;
397    }
398
399    rcc->last_qscale_for[pict_type]= q; //Note we cannot do that after blurring
400
401    if(pict_type!=FF_B_TYPE)
402        rcc->last_non_b_pict_type= pict_type;
403
404    return q;
405}
406
407/**
408 * gets the qmin & qmax for pict_type
409 */
410static void get_qminmax(int *qmin_ret, int *qmax_ret, MpegEncContext *s, int pict_type){
411    int qmin= s->avctx->lmin;
412    int qmax= s->avctx->lmax;
413
414    assert(qmin <= qmax);
415
416    if(pict_type==FF_B_TYPE){
417        qmin= (int)(qmin*FFABS(s->avctx->b_quant_factor)+s->avctx->b_quant_offset + 0.5);
418        qmax= (int)(qmax*FFABS(s->avctx->b_quant_factor)+s->avctx->b_quant_offset + 0.5);
419    }else if(pict_type==FF_I_TYPE){
420        qmin= (int)(qmin*FFABS(s->avctx->i_quant_factor)+s->avctx->i_quant_offset + 0.5);
421        qmax= (int)(qmax*FFABS(s->avctx->i_quant_factor)+s->avctx->i_quant_offset + 0.5);
422    }
423
424    qmin= av_clip(qmin, 1, FF_LAMBDA_MAX);
425    qmax= av_clip(qmax, 1, FF_LAMBDA_MAX);
426
427    if(qmax<qmin) qmax= qmin;
428
429    *qmin_ret= qmin;
430    *qmax_ret= qmax;
431}
432
433static double modify_qscale(MpegEncContext *s, RateControlEntry *rce, double q, int frame_num){
434    RateControlContext *rcc= &s->rc_context;
435    int qmin, qmax;
436    const int pict_type= rce->new_pict_type;
437    const double buffer_size= s->avctx->rc_buffer_size;
438    const double fps= 1/av_q2d(s->avctx->time_base);
439    const double min_rate= s->avctx->rc_min_rate / fps;
440    const double max_rate= s->avctx->rc_max_rate / fps;
441
442    get_qminmax(&qmin, &qmax, s, pict_type);
443
444    /* modulation */
445    if(s->avctx->rc_qmod_freq && frame_num%s->avctx->rc_qmod_freq==0 && pict_type==FF_P_TYPE)
446        q*= s->avctx->rc_qmod_amp;
447
448//printf("q:%f\n", q);
449    /* buffer overflow/underflow protection */
450    if(buffer_size){
451        double expected_size= rcc->buffer_index;
452        double q_limit;
453
454        if(min_rate){
455            double d= 2*(buffer_size - expected_size)/buffer_size;
456            if(d>1.0) d=1.0;
457            else if(d<0.0001) d=0.0001;
458            q*= pow(d, 1.0/s->avctx->rc_buffer_aggressivity);
459
460            q_limit= bits2qp(rce, FFMAX((min_rate - buffer_size + rcc->buffer_index) * s->avctx->rc_min_vbv_overflow_use, 1));
461            if(q > q_limit){
462                if(s->avctx->debug&FF_DEBUG_RC){
463                    av_log(s->avctx, AV_LOG_DEBUG, "limiting QP %f -> %f\n", q, q_limit);
464                }
465                q= q_limit;
466            }
467        }
468
469        if(max_rate){
470            double d= 2*expected_size/buffer_size;
471            if(d>1.0) d=1.0;
472            else if(d<0.0001) d=0.0001;
473            q/= pow(d, 1.0/s->avctx->rc_buffer_aggressivity);
474
475            q_limit= bits2qp(rce, FFMAX(rcc->buffer_index * s->avctx->rc_max_available_vbv_use, 1));
476            if(q < q_limit){
477                if(s->avctx->debug&FF_DEBUG_RC){
478                    av_log(s->avctx, AV_LOG_DEBUG, "limiting QP %f -> %f\n", q, q_limit);
479                }
480                q= q_limit;
481            }
482        }
483    }
484//printf("q:%f max:%f min:%f size:%f index:%d bits:%f agr:%f\n", q,max_rate, min_rate, buffer_size, rcc->buffer_index, bits, s->avctx->rc_buffer_aggressivity);
485    if(s->avctx->rc_qsquish==0.0 || qmin==qmax){
486        if     (q<qmin) q=qmin;
487        else if(q>qmax) q=qmax;
488    }else{
489        double min2= log(qmin);
490        double max2= log(qmax);
491
492        q= log(q);
493        q= (q - min2)/(max2-min2) - 0.5;
494        q*= -4.0;
495        q= 1.0/(1.0 + exp(q));
496        q= q*(max2-min2) + min2;
497
498        q= exp(q);
499    }
500
501    return q;
502}
503
504//----------------------------------
505// 1 Pass Code
506
507static double predict_size(Predictor *p, double q, double var)
508{
509     return p->coeff*var / (q*p->count);
510}
511
512/*
513static double predict_qp(Predictor *p, double size, double var)
514{
515//printf("coeff:%f, count:%f, var:%f, size:%f//\n", p->coeff, p->count, var, size);
516     return p->coeff*var / (size*p->count);
517}
518*/
519
520static void update_predictor(Predictor *p, double q, double var, double size)
521{
522    double new_coeff= size*q / (var + 1);
523    if(var<10) return;
524
525    p->count*= p->decay;
526    p->coeff*= p->decay;
527    p->count++;
528    p->coeff+= new_coeff;
529}
530
531static void adaptive_quantization(MpegEncContext *s, double q){
532    int i;
533    const float lumi_masking= s->avctx->lumi_masking / (128.0*128.0);
534    const float dark_masking= s->avctx->dark_masking / (128.0*128.0);
535    const float temp_cplx_masking= s->avctx->temporal_cplx_masking;
536    const float spatial_cplx_masking = s->avctx->spatial_cplx_masking;
537    const float p_masking = s->avctx->p_masking;
538    const float border_masking = s->avctx->border_masking;
539    float bits_sum= 0.0;
540    float cplx_sum= 0.0;
541    float cplx_tab[s->mb_num];
542    float bits_tab[s->mb_num];
543    const int qmin= s->avctx->mb_lmin;
544    const int qmax= s->avctx->mb_lmax;
545    Picture * const pic= &s->current_picture;
546    const int mb_width = s->mb_width;
547    const int mb_height = s->mb_height;
548
549    for(i=0; i<s->mb_num; i++){
550        const int mb_xy= s->mb_index2xy[i];
551        float temp_cplx= sqrt(pic->mc_mb_var[mb_xy]); //FIXME merge in pow()
552        float spat_cplx= sqrt(pic->mb_var[mb_xy]);
553        const int lumi= pic->mb_mean[mb_xy];
554        float bits, cplx, factor;
555        int mb_x = mb_xy % s->mb_stride;
556        int mb_y = mb_xy / s->mb_stride;
557        int mb_distance;
558        float mb_factor = 0.0;
559#if 0
560        if(spat_cplx < q/3) spat_cplx= q/3; //FIXME finetune
561        if(temp_cplx < q/3) temp_cplx= q/3; //FIXME finetune
562#endif
563        if(spat_cplx < 4) spat_cplx= 4; //FIXME finetune
564        if(temp_cplx < 4) temp_cplx= 4; //FIXME finetune
565
566        if((s->mb_type[mb_xy]&CANDIDATE_MB_TYPE_INTRA)){//FIXME hq mode
567            cplx= spat_cplx;
568            factor= 1.0 + p_masking;
569        }else{
570            cplx= temp_cplx;
571            factor= pow(temp_cplx, - temp_cplx_masking);
572        }
573        factor*=pow(spat_cplx, - spatial_cplx_masking);
574
575        if(lumi>127)
576            factor*= (1.0 - (lumi-128)*(lumi-128)*lumi_masking);
577        else
578            factor*= (1.0 - (lumi-128)*(lumi-128)*dark_masking);
579
580        if(mb_x < mb_width/5){
581            mb_distance = mb_width/5 - mb_x;
582            mb_factor = (float)mb_distance / (float)(mb_width/5);
583        }else if(mb_x > 4*mb_width/5){
584            mb_distance = mb_x - 4*mb_width/5;
585            mb_factor = (float)mb_distance / (float)(mb_width/5);
586        }
587        if(mb_y < mb_height/5){
588            mb_distance = mb_height/5 - mb_y;
589            mb_factor = FFMAX(mb_factor, (float)mb_distance / (float)(mb_height/5));
590        }else if(mb_y > 4*mb_height/5){
591            mb_distance = mb_y - 4*mb_height/5;
592            mb_factor = FFMAX(mb_factor, (float)mb_distance / (float)(mb_height/5));
593        }
594
595        factor*= 1.0 - border_masking*mb_factor;
596
597        if(factor<0.00001) factor= 0.00001;
598
599        bits= cplx*factor;
600        cplx_sum+= cplx;
601        bits_sum+= bits;
602        cplx_tab[i]= cplx;
603        bits_tab[i]= bits;
604    }
605
606    /* handle qmin/qmax clipping */
607    if(s->flags&CODEC_FLAG_NORMALIZE_AQP){
608        float factor= bits_sum/cplx_sum;
609        for(i=0; i<s->mb_num; i++){
610            float newq= q*cplx_tab[i]/bits_tab[i];
611            newq*= factor;
612
613            if     (newq > qmax){
614                bits_sum -= bits_tab[i];
615                cplx_sum -= cplx_tab[i]*q/qmax;
616            }
617            else if(newq < qmin){
618                bits_sum -= bits_tab[i];
619                cplx_sum -= cplx_tab[i]*q/qmin;
620            }
621        }
622        if(bits_sum < 0.001) bits_sum= 0.001;
623        if(cplx_sum < 0.001) cplx_sum= 0.001;
624    }
625
626    for(i=0; i<s->mb_num; i++){
627        const int mb_xy= s->mb_index2xy[i];
628        float newq= q*cplx_tab[i]/bits_tab[i];
629        int intq;
630
631        if(s->flags&CODEC_FLAG_NORMALIZE_AQP){
632            newq*= bits_sum/cplx_sum;
633        }
634
635        intq= (int)(newq + 0.5);
636
637        if     (intq > qmax) intq= qmax;
638        else if(intq < qmin) intq= qmin;
639//if(i%s->mb_width==0) printf("\n");
640//printf("%2d%3d ", intq, ff_sqrt(s->mc_mb_var[i]));
641        s->lambda_table[mb_xy]= intq;
642    }
643}
644
645void ff_get_2pass_fcode(MpegEncContext *s){
646    RateControlContext *rcc= &s->rc_context;
647    int picture_number= s->picture_number;
648    RateControlEntry *rce;
649
650    rce= &rcc->entry[picture_number];
651    s->f_code= rce->f_code;
652    s->b_code= rce->b_code;
653}
654
655//FIXME rd or at least approx for dquant
656
657float ff_rate_estimate_qscale(MpegEncContext *s, int dry_run)
658{
659    float q;
660    int qmin, qmax;
661    float br_compensation;
662    double diff;
663    double short_term_q;
664    double fps;
665    int picture_number= s->picture_number;
666    int64_t wanted_bits;
667    RateControlContext *rcc= &s->rc_context;
668    AVCodecContext *a= s->avctx;
669    RateControlEntry local_rce, *rce;
670    double bits;
671    double rate_factor;
672    int var;
673    const int pict_type= s->pict_type;
674    Picture * const pic= &s->current_picture;
675    emms_c();
676
677#if CONFIG_LIBXVID
678    if((s->flags&CODEC_FLAG_PASS2) && s->avctx->rc_strategy == FF_RC_STRATEGY_XVID)
679        return ff_xvid_rate_estimate_qscale(s, dry_run);
680#endif
681
682    get_qminmax(&qmin, &qmax, s, pict_type);
683
684    fps= 1/av_q2d(s->avctx->time_base);
685//printf("input_pic_num:%d pic_num:%d frame_rate:%d\n", s->input_picture_number, s->picture_number, s->frame_rate);
686        /* update predictors */
687    if(picture_number>2 && !dry_run){
688        const int last_var= s->last_pict_type == FF_I_TYPE ? rcc->last_mb_var_sum : rcc->last_mc_mb_var_sum;
689        update_predictor(&rcc->pred[s->last_pict_type], rcc->last_qscale, sqrt(last_var), s->frame_bits);
690    }
691
692    if(s->flags&CODEC_FLAG_PASS2){
693        assert(picture_number>=0);
694        assert(picture_number<rcc->num_entries);
695        rce= &rcc->entry[picture_number];
696        wanted_bits= rce->expected_bits;
697    }else{
698        Picture *dts_pic;
699        rce= &local_rce;
700
701        //FIXME add a dts field to AVFrame and ensure its set and use it here instead of reordering
702        //but the reordering is simpler for now until h.264 b pyramid must be handeld
703        if(s->pict_type == FF_B_TYPE || s->low_delay)
704            dts_pic= s->current_picture_ptr;
705        else
706            dts_pic= s->last_picture_ptr;
707
708//if(dts_pic)
709//            av_log(NULL, AV_LOG_ERROR, "%Ld %Ld %Ld %d\n", s->current_picture_ptr->pts, s->user_specified_pts, dts_pic->pts, picture_number);
710
711        if(!dts_pic || dts_pic->pts == AV_NOPTS_VALUE)
712            wanted_bits= (uint64_t)(s->bit_rate*(double)picture_number/fps);
713        else
714            wanted_bits= (uint64_t)(s->bit_rate*(double)dts_pic->pts/fps);
715    }
716
717    diff= s->total_bits - wanted_bits;
718    br_compensation= (a->bit_rate_tolerance - diff)/a->bit_rate_tolerance;
719    if(br_compensation<=0.0) br_compensation=0.001;
720
721    var= pict_type == FF_I_TYPE ? pic->mb_var_sum : pic->mc_mb_var_sum;
722
723    short_term_q = 0; /* avoid warning */
724    if(s->flags&CODEC_FLAG_PASS2){
725        if(pict_type!=FF_I_TYPE)
726            assert(pict_type == rce->new_pict_type);
727
728        q= rce->new_qscale / br_compensation;
729//printf("%f %f %f last:%d var:%d type:%d//\n", q, rce->new_qscale, br_compensation, s->frame_bits, var, pict_type);
730    }else{
731        rce->pict_type=
732        rce->new_pict_type= pict_type;
733        rce->mc_mb_var_sum= pic->mc_mb_var_sum;
734        rce->mb_var_sum   = pic->   mb_var_sum;
735        rce->qscale   = FF_QP2LAMBDA * 2;
736        rce->f_code   = s->f_code;
737        rce->b_code   = s->b_code;
738        rce->misc_bits= 1;
739
740        bits= predict_size(&rcc->pred[pict_type], rce->qscale, sqrt(var));
741        if(pict_type== FF_I_TYPE){
742            rce->i_count   = s->mb_num;
743            rce->i_tex_bits= bits;
744            rce->p_tex_bits= 0;
745            rce->mv_bits= 0;
746        }else{
747            rce->i_count   = 0; //FIXME we do know this approx
748            rce->i_tex_bits= 0;
749            rce->p_tex_bits= bits*0.9;
750
751            rce->mv_bits= bits*0.1;
752        }
753        rcc->i_cplx_sum [pict_type] += rce->i_tex_bits*rce->qscale;
754        rcc->p_cplx_sum [pict_type] += rce->p_tex_bits*rce->qscale;
755        rcc->mv_bits_sum[pict_type] += rce->mv_bits;
756        rcc->frame_count[pict_type] ++;
757
758        bits= rce->i_tex_bits + rce->p_tex_bits;
759        rate_factor= rcc->pass1_wanted_bits/rcc->pass1_rc_eq_output_sum * br_compensation;
760
761        q= get_qscale(s, rce, rate_factor, picture_number);
762        if (q < 0)
763            return -1;
764
765        assert(q>0.0);
766//printf("%f ", q);
767        q= get_diff_limited_q(s, rce, q);
768//printf("%f ", q);
769        assert(q>0.0);
770
771        if(pict_type==FF_P_TYPE || s->intra_only){ //FIXME type dependent blur like in 2-pass
772            rcc->short_term_qsum*=a->qblur;
773            rcc->short_term_qcount*=a->qblur;
774
775            rcc->short_term_qsum+= q;
776            rcc->short_term_qcount++;
777//printf("%f ", q);
778            q= short_term_q= rcc->short_term_qsum/rcc->short_term_qcount;
779//printf("%f ", q);
780        }
781        assert(q>0.0);
782
783        q= modify_qscale(s, rce, q, picture_number);
784
785        rcc->pass1_wanted_bits+= s->bit_rate/fps;
786
787        assert(q>0.0);
788    }
789
790    if(s->avctx->debug&FF_DEBUG_RC){
791        av_log(s->avctx, AV_LOG_DEBUG, "%c qp:%d<%2.1f<%d %d want:%d total:%d comp:%f st_q:%2.2f size:%d var:%d/%d br:%d fps:%d\n",
792        av_get_pict_type_char(pict_type), qmin, q, qmax, picture_number, (int)wanted_bits/1000, (int)s->total_bits/1000,
793        br_compensation, short_term_q, s->frame_bits, pic->mb_var_sum, pic->mc_mb_var_sum, s->bit_rate/1000, (int)fps
794        );
795    }
796
797    if     (q<qmin) q=qmin;
798    else if(q>qmax) q=qmax;
799
800    if(s->adaptive_quant)
801        adaptive_quantization(s, q);
802    else
803        q= (int)(q + 0.5);
804
805    if(!dry_run){
806        rcc->last_qscale= q;
807        rcc->last_mc_mb_var_sum= pic->mc_mb_var_sum;
808        rcc->last_mb_var_sum= pic->mb_var_sum;
809    }
810#if 0
811{
812    static int mvsum=0, texsum=0;
813    mvsum += s->mv_bits;
814    texsum += s->i_tex_bits + s->p_tex_bits;
815    printf("%d %d//\n\n", mvsum, texsum);
816}
817#endif
818    return q;
819}
820
821//----------------------------------------------
822// 2-Pass code
823
824static int init_pass2(MpegEncContext *s)
825{
826    RateControlContext *rcc= &s->rc_context;
827    AVCodecContext *a= s->avctx;
828    int i, toobig;
829    double fps= 1/av_q2d(s->avctx->time_base);
830    double complexity[5]={0,0,0,0,0};   // aproximate bits at quant=1
831    uint64_t const_bits[5]={0,0,0,0,0}; // quantizer independent bits
832    uint64_t all_const_bits;
833    uint64_t all_available_bits= (uint64_t)(s->bit_rate*(double)rcc->num_entries/fps);
834    double rate_factor=0;
835    double step;
836    //int last_i_frame=-10000000;
837    const int filter_size= (int)(a->qblur*4) | 1;
838    double expected_bits;
839    double *qscale, *blurred_qscale, qscale_sum;
840
841    /* find complexity & const_bits & decide the pict_types */
842    for(i=0; i<rcc->num_entries; i++){
843        RateControlEntry *rce= &rcc->entry[i];
844
845        rce->new_pict_type= rce->pict_type;
846        rcc->i_cplx_sum [rce->pict_type] += rce->i_tex_bits*rce->qscale;
847        rcc->p_cplx_sum [rce->pict_type] += rce->p_tex_bits*rce->qscale;
848        rcc->mv_bits_sum[rce->pict_type] += rce->mv_bits;
849        rcc->frame_count[rce->pict_type] ++;
850
851        complexity[rce->new_pict_type]+= (rce->i_tex_bits+ rce->p_tex_bits)*(double)rce->qscale;
852        const_bits[rce->new_pict_type]+= rce->mv_bits + rce->misc_bits;
853    }
854    all_const_bits= const_bits[FF_I_TYPE] + const_bits[FF_P_TYPE] + const_bits[FF_B_TYPE];
855
856    if(all_available_bits < all_const_bits){
857        av_log(s->avctx, AV_LOG_ERROR, "requested bitrate is too low\n");
858        return -1;
859    }
860
861    qscale= av_malloc(sizeof(double)*rcc->num_entries);
862    blurred_qscale= av_malloc(sizeof(double)*rcc->num_entries);
863    toobig = 0;
864
865    for(step=256*256; step>0.0000001; step*=0.5){
866        expected_bits=0;
867        rate_factor+= step;
868
869        rcc->buffer_index= s->avctx->rc_buffer_size/2;
870
871        /* find qscale */
872        for(i=0; i<rcc->num_entries; i++){
873            qscale[i]= get_qscale(s, &rcc->entry[i], rate_factor, i);
874        }
875        assert(filter_size%2==1);
876
877        /* fixed I/B QP relative to P mode */
878        for(i=rcc->num_entries-1; i>=0; i--){
879            RateControlEntry *rce= &rcc->entry[i];
880
881            qscale[i]= get_diff_limited_q(s, rce, qscale[i]);
882        }
883
884        /* smooth curve */
885        for(i=0; i<rcc->num_entries; i++){
886            RateControlEntry *rce= &rcc->entry[i];
887            const int pict_type= rce->new_pict_type;
888            int j;
889            double q=0.0, sum=0.0;
890
891            for(j=0; j<filter_size; j++){
892                int index= i+j-filter_size/2;
893                double d= index-i;
894                double coeff= a->qblur==0 ? 1.0 : exp(-d*d/(a->qblur * a->qblur));
895
896                if(index < 0 || index >= rcc->num_entries) continue;
897                if(pict_type != rcc->entry[index].new_pict_type) continue;
898                q+= qscale[index] * coeff;
899                sum+= coeff;
900            }
901            blurred_qscale[i]= q/sum;
902        }
903
904        /* find expected bits */
905        for(i=0; i<rcc->num_entries; i++){
906            RateControlEntry *rce= &rcc->entry[i];
907            double bits;
908            rce->new_qscale= modify_qscale(s, rce, blurred_qscale[i], i);
909            bits= qp2bits(rce, rce->new_qscale) + rce->mv_bits + rce->misc_bits;
910//printf("%d %f\n", rce->new_bits, blurred_qscale[i]);
911            bits += 8*ff_vbv_update(s, bits);
912
913            rce->expected_bits= expected_bits;
914            expected_bits += bits;
915        }
916
917        /*
918        av_log(s->avctx, AV_LOG_INFO,
919            "expected_bits: %f all_available_bits: %d rate_factor: %f\n",
920            expected_bits, (int)all_available_bits, rate_factor);
921        */
922        if(expected_bits > all_available_bits) {
923            rate_factor-= step;
924            ++toobig;
925        }
926    }
927    av_free(qscale);
928    av_free(blurred_qscale);
929
930    /* check bitrate calculations and print info */
931    qscale_sum = 0.0;
932    for(i=0; i<rcc->num_entries; i++){
933        /* av_log(s->avctx, AV_LOG_DEBUG, "[lavc rc] entry[%d].new_qscale = %.3f  qp = %.3f\n",
934            i, rcc->entry[i].new_qscale, rcc->entry[i].new_qscale / FF_QP2LAMBDA); */
935        qscale_sum += av_clip(rcc->entry[i].new_qscale / FF_QP2LAMBDA, s->avctx->qmin, s->avctx->qmax);
936    }
937    assert(toobig <= 40);
938    av_log(s->avctx, AV_LOG_DEBUG,
939        "[lavc rc] requested bitrate: %d bps  expected bitrate: %d bps\n",
940        s->bit_rate,
941        (int)(expected_bits / ((double)all_available_bits/s->bit_rate)));
942    av_log(s->avctx, AV_LOG_DEBUG,
943        "[lavc rc] estimated target average qp: %.3f\n",
944        (float)qscale_sum / rcc->num_entries);
945    if (toobig == 0) {
946        av_log(s->avctx, AV_LOG_INFO,
947            "[lavc rc] Using all of requested bitrate is not "
948            "necessary for this video with these parameters.\n");
949    } else if (toobig == 40) {
950        av_log(s->avctx, AV_LOG_ERROR,
951            "[lavc rc] Error: bitrate too low for this video "
952            "with these parameters.\n");
953        return -1;
954    } else if (fabs(expected_bits/all_available_bits - 1.0) > 0.01) {
955        av_log(s->avctx, AV_LOG_ERROR,
956            "[lavc rc] Error: 2pass curve failed to converge\n");
957        return -1;
958    }
959
960    return 0;
961}
962