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