-
Notifications
You must be signed in to change notification settings - Fork 32
/
Copy pathsend_statistics_proxy.cc
1557 lines (1403 loc) · 59.8 KB
/
send_statistics_proxy.cc
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
/*
* Copyright (c) 2013 The WebRTC project authors. All Rights Reserved.
*
* Use of this source code is governed by a BSD-style license
* that can be found in the LICENSE file in the root of the source
* tree. An additional intellectual property rights grant can be found
* in the file PATENTS. All contributing project authors may
* be found in the AUTHORS file in the root of the source tree.
*/
#include "video/send_statistics_proxy.h"
#include <algorithm>
#include <array>
#include <cmath>
#include <limits>
#include <utility>
#include "absl/strings/match.h"
#include "api/video/video_codec_constants.h"
#include "api/video/video_codec_type.h"
#include "api/video_codecs/video_codec.h"
#include "modules/video_coding/include/video_codec_interface.h"
#include "rtc_base/checks.h"
#include "rtc_base/logging.h"
#include "rtc_base/numerics/mod_ops.h"
#include "rtc_base/strings/string_builder.h"
#include "system_wrappers/include/metrics.h"
namespace webrtc {
namespace {
const float kEncodeTimeWeigthFactor = 0.5f;
const size_t kMaxEncodedFrameMapSize = 150;
const int64_t kMaxEncodedFrameWindowMs = 800;
const uint32_t kMaxEncodedFrameTimestampDiff = 900000; // 10 sec.
const int64_t kBucketSizeMs = 100;
const size_t kBucketCount = 10;
const char kVp8ForcedFallbackEncoderFieldTrial[] =
"WebRTC-VP8-Forced-Fallback-Encoder-v2";
const char kVp8SwCodecName[] = "libvpx";
// Used by histograms. Values of entries should not be changed.
enum HistogramCodecType {
kVideoUnknown = 0,
kVideoVp8 = 1,
kVideoVp9 = 2,
kVideoH264 = 3,
kVideoAv1 = 4,
kVideoH265 = 5,
kVideoMax = 64,
};
const char* kRealtimePrefix = "WebRTC.Video.";
const char* kScreenPrefix = "WebRTC.Video.Screenshare.";
const char* GetUmaPrefix(VideoEncoderConfig::ContentType content_type) {
switch (content_type) {
case VideoEncoderConfig::ContentType::kRealtimeVideo:
return kRealtimePrefix;
case VideoEncoderConfig::ContentType::kScreen:
return kScreenPrefix;
}
RTC_DCHECK_NOTREACHED();
return nullptr;
}
HistogramCodecType PayloadNameToHistogramCodecType(
const std::string& payload_name) {
VideoCodecType codecType = PayloadStringToCodecType(payload_name);
switch (codecType) {
case kVideoCodecVP8:
return kVideoVp8;
case kVideoCodecVP9:
return kVideoVp9;
case kVideoCodecH264:
return kVideoH264;
case kVideoCodecAV1:
return kVideoAv1;
case kVideoCodecH265:
return kVideoH265;
default:
return kVideoUnknown;
}
}
void UpdateCodecTypeHistogram(const std::string& payload_name) {
RTC_HISTOGRAM_ENUMERATION("WebRTC.Video.Encoder.CodecType",
PayloadNameToHistogramCodecType(payload_name),
kVideoMax);
}
bool IsForcedFallbackPossible(const CodecSpecificInfo* codec_info,
int simulcast_index) {
return codec_info->codecType == kVideoCodecVP8 && simulcast_index == 0 &&
(codec_info->codecSpecific.VP8.temporalIdx == 0 ||
codec_info->codecSpecific.VP8.temporalIdx == kNoTemporalIdx);
}
std::optional<int> GetFallbackMaxPixels(const std::string& group) {
if (group.empty())
return std::nullopt;
int min_pixels;
int max_pixels;
int min_bps;
if (sscanf(group.c_str(), "-%d,%d,%d", &min_pixels, &max_pixels, &min_bps) !=
3) {
return std::optional<int>();
}
if (min_pixels <= 0 || max_pixels <= 0 || max_pixels < min_pixels)
return std::optional<int>();
return std::optional<int>(max_pixels);
}
std::optional<int> GetFallbackMaxPixelsIfFieldTrialEnabled(
const webrtc::FieldTrialsView& field_trials) {
std::string group = field_trials.Lookup(kVp8ForcedFallbackEncoderFieldTrial);
return (absl::StartsWith(group, "Enabled"))
? GetFallbackMaxPixels(group.substr(7))
: std::optional<int>();
}
std::optional<int> GetFallbackMaxPixelsIfFieldTrialDisabled(
const webrtc::FieldTrialsView& field_trials) {
std::string group = field_trials.Lookup(kVp8ForcedFallbackEncoderFieldTrial);
return (absl::StartsWith(group, "Disabled"))
? GetFallbackMaxPixels(group.substr(8))
: std::optional<int>();
}
} // namespace
SendStatisticsProxy::SendStatisticsProxy(
Clock* clock,
const VideoSendStream::Config& config,
VideoEncoderConfig::ContentType content_type,
const FieldTrialsView& field_trials)
: clock_(clock),
payload_name_(config.rtp.payload_name),
rtp_config_(config.rtp),
fallback_max_pixels_(
GetFallbackMaxPixelsIfFieldTrialEnabled(field_trials)),
fallback_max_pixels_disabled_(
GetFallbackMaxPixelsIfFieldTrialDisabled(field_trials)),
content_type_(content_type),
start_ms_(clock->TimeInMilliseconds()),
encode_time_(kEncodeTimeWeigthFactor),
quality_limitation_reason_tracker_(clock_),
media_byte_rate_tracker_(kBucketSizeMs, kBucketCount),
encoded_frame_rate_tracker_(kBucketSizeMs, kBucketCount),
last_num_spatial_layers_(0),
last_num_simulcast_streams_(0),
last_spatial_layer_use_{},
bw_limited_layers_(false),
internal_encoder_scaler_(false),
uma_container_(
new UmaSamplesContainer(GetUmaPrefix(content_type_), stats_, clock)) {
}
SendStatisticsProxy::~SendStatisticsProxy() {
MutexLock lock(&mutex_);
uma_container_->UpdateHistograms(rtp_config_, stats_);
int64_t elapsed_sec = (clock_->TimeInMilliseconds() - start_ms_) / 1000;
RTC_HISTOGRAM_COUNTS_100000("WebRTC.Video.SendStreamLifetimeInSeconds",
elapsed_sec);
if (elapsed_sec >= metrics::kMinRunTimeInSeconds)
UpdateCodecTypeHistogram(payload_name_);
}
SendStatisticsProxy::FallbackEncoderInfo::FallbackEncoderInfo() = default;
SendStatisticsProxy::Trackers::Trackers()
: encoded_frame_rate(kBucketSizeMs, kBucketCount) {}
SendStatisticsProxy::UmaSamplesContainer::UmaSamplesContainer(
const char* prefix,
const VideoSendStream::Stats& stats,
Clock* const clock)
: uma_prefix_(prefix),
clock_(clock),
input_frame_rate_tracker_(100, 10u),
input_fps_counter_(clock, nullptr, true),
sent_fps_counter_(clock, nullptr, true),
total_byte_counter_(clock, nullptr, true),
media_byte_counter_(clock, nullptr, true),
rtx_byte_counter_(clock, nullptr, true),
padding_byte_counter_(clock, nullptr, true),
retransmit_byte_counter_(clock, nullptr, true),
fec_byte_counter_(clock, nullptr, true),
first_rtcp_stats_time_ms_(-1),
first_rtp_stats_time_ms_(-1),
start_stats_(stats),
num_streams_(0),
num_pixels_highest_stream_(0) {
InitializeBitrateCounters(stats);
static_assert(
kMaxEncodedFrameTimestampDiff < std::numeric_limits<uint32_t>::max() / 2,
"has to be smaller than half range");
}
SendStatisticsProxy::UmaSamplesContainer::~UmaSamplesContainer() {}
void SendStatisticsProxy::UmaSamplesContainer::InitializeBitrateCounters(
const VideoSendStream::Stats& stats) {
for (const auto& it : stats.substreams) {
uint32_t ssrc = it.first;
total_byte_counter_.SetLast(it.second.rtp_stats.transmitted.TotalBytes(),
ssrc);
padding_byte_counter_.SetLast(it.second.rtp_stats.transmitted.padding_bytes,
ssrc);
retransmit_byte_counter_.SetLast(
it.second.rtp_stats.retransmitted.TotalBytes(), ssrc);
fec_byte_counter_.SetLast(it.second.rtp_stats.fec.TotalBytes(), ssrc);
switch (it.second.type) {
case VideoSendStream::StreamStats::StreamType::kMedia:
media_byte_counter_.SetLast(it.second.rtp_stats.MediaPayloadBytes(),
ssrc);
break;
case VideoSendStream::StreamStats::StreamType::kRtx:
rtx_byte_counter_.SetLast(it.second.rtp_stats.transmitted.TotalBytes(),
ssrc);
break;
case VideoSendStream::StreamStats::StreamType::kFlexfec:
break;
}
}
}
void SendStatisticsProxy::UmaSamplesContainer::RemoveOld(int64_t now_ms) {
while (!encoded_frames_.empty()) {
auto it = encoded_frames_.begin();
if (now_ms - it->second.send_ms < kMaxEncodedFrameWindowMs)
break;
// Use max per timestamp.
sent_width_counter_.Add(it->second.max_width);
sent_height_counter_.Add(it->second.max_height);
// Check number of encoded streams per timestamp.
if (num_streams_ > static_cast<size_t>(it->second.max_simulcast_idx)) {
if (num_streams_ > 1) {
int disabled_streams =
static_cast<int>(num_streams_ - 1 - it->second.max_simulcast_idx);
// Can be limited in resolution or framerate.
uint32_t pixels = it->second.max_width * it->second.max_height;
bool bw_limited_resolution =
disabled_streams > 0 && pixels < num_pixels_highest_stream_;
bw_limited_frame_counter_.Add(bw_limited_resolution);
if (bw_limited_resolution) {
bw_resolutions_disabled_counter_.Add(disabled_streams);
}
}
}
encoded_frames_.erase(it);
}
}
bool SendStatisticsProxy::UmaSamplesContainer::InsertEncodedFrame(
const EncodedImage& encoded_frame,
int simulcast_idx) {
int64_t now_ms = clock_->TimeInMilliseconds();
RemoveOld(now_ms);
if (encoded_frames_.size() > kMaxEncodedFrameMapSize) {
encoded_frames_.clear();
}
// Check for jump in timestamp.
if (!encoded_frames_.empty()) {
uint32_t oldest_timestamp = encoded_frames_.begin()->first;
if (ForwardDiff(oldest_timestamp, encoded_frame.RtpTimestamp()) >
kMaxEncodedFrameTimestampDiff) {
// Gap detected, clear frames to have a sequence where newest timestamp
// is not too far away from oldest in order to distinguish old and new.
encoded_frames_.clear();
}
}
auto it = encoded_frames_.find(encoded_frame.RtpTimestamp());
if (it == encoded_frames_.end()) {
// First frame with this timestamp.
encoded_frames_.insert(
std::make_pair(encoded_frame.RtpTimestamp(),
Frame(now_ms, encoded_frame._encodedWidth,
encoded_frame._encodedHeight, simulcast_idx)));
sent_fps_counter_.Add(1);
return true;
}
it->second.max_width =
std::max(it->second.max_width, encoded_frame._encodedWidth);
it->second.max_height =
std::max(it->second.max_height, encoded_frame._encodedHeight);
it->second.max_simulcast_idx =
std::max(it->second.max_simulcast_idx, simulcast_idx);
return false;
}
void SendStatisticsProxy::UmaSamplesContainer::UpdateHistograms(
const RtpConfig& rtp_config,
const VideoSendStream::Stats& current_stats) {
RTC_DCHECK(uma_prefix_ == kRealtimePrefix || uma_prefix_ == kScreenPrefix);
const int kIndex = uma_prefix_ == kScreenPrefix ? 1 : 0;
const int kMinRequiredPeriodicSamples = 6;
char log_stream_buf[8 * 1024];
rtc::SimpleStringBuilder log_stream(log_stream_buf);
int in_width = input_width_counter_.Avg(kMinRequiredMetricsSamples);
int in_height = input_height_counter_.Avg(kMinRequiredMetricsSamples);
if (in_width != -1) {
RTC_HISTOGRAMS_COUNTS_10000(kIndex, uma_prefix_ + "InputWidthInPixels",
in_width);
RTC_HISTOGRAMS_COUNTS_10000(kIndex, uma_prefix_ + "InputHeightInPixels",
in_height);
log_stream << uma_prefix_ << "InputWidthInPixels " << in_width << "\n"
<< uma_prefix_ << "InputHeightInPixels " << in_height << "\n";
}
AggregatedStats in_fps = input_fps_counter_.GetStats();
if (in_fps.num_samples >= kMinRequiredPeriodicSamples) {
RTC_HISTOGRAMS_COUNTS_100(kIndex, uma_prefix_ + "InputFramesPerSecond",
in_fps.average);
log_stream << uma_prefix_ << "InputFramesPerSecond " << in_fps.ToString()
<< "\n";
}
int sent_width = sent_width_counter_.Avg(kMinRequiredMetricsSamples);
int sent_height = sent_height_counter_.Avg(kMinRequiredMetricsSamples);
if (sent_width != -1) {
RTC_HISTOGRAMS_COUNTS_10000(kIndex, uma_prefix_ + "SentWidthInPixels",
sent_width);
RTC_HISTOGRAMS_COUNTS_10000(kIndex, uma_prefix_ + "SentHeightInPixels",
sent_height);
log_stream << uma_prefix_ << "SentWidthInPixels " << sent_width << "\n"
<< uma_prefix_ << "SentHeightInPixels " << sent_height << "\n";
}
AggregatedStats sent_fps = sent_fps_counter_.GetStats();
if (sent_fps.num_samples >= kMinRequiredPeriodicSamples) {
RTC_HISTOGRAMS_COUNTS_100(kIndex, uma_prefix_ + "SentFramesPerSecond",
sent_fps.average);
log_stream << uma_prefix_ << "SentFramesPerSecond " << sent_fps.ToString()
<< "\n";
}
if (in_fps.num_samples > kMinRequiredPeriodicSamples &&
sent_fps.num_samples >= kMinRequiredPeriodicSamples) {
int in_fps_avg = in_fps.average;
if (in_fps_avg > 0) {
int sent_fps_avg = sent_fps.average;
int sent_to_in_fps_ratio_percent =
(100 * sent_fps_avg + in_fps_avg / 2) / in_fps_avg;
// If reported period is small, it may happen that sent_fps is larger than
// input_fps briefly on average. This should be treated as 100% sent to
// input ratio.
if (sent_to_in_fps_ratio_percent > 100)
sent_to_in_fps_ratio_percent = 100;
RTC_HISTOGRAMS_PERCENTAGE(kIndex,
uma_prefix_ + "SentToInputFpsRatioPercent",
sent_to_in_fps_ratio_percent);
log_stream << uma_prefix_ << "SentToInputFpsRatioPercent "
<< sent_to_in_fps_ratio_percent << "\n";
}
}
int encode_ms = encode_time_counter_.Avg(kMinRequiredMetricsSamples);
if (encode_ms != -1) {
RTC_HISTOGRAMS_COUNTS_1000(kIndex, uma_prefix_ + "EncodeTimeInMs",
encode_ms);
log_stream << uma_prefix_ << "EncodeTimeInMs " << encode_ms << "\n";
}
int key_frames_permille =
key_frame_counter_.Permille(kMinRequiredMetricsSamples);
if (key_frames_permille != -1) {
RTC_HISTOGRAMS_COUNTS_1000(kIndex, uma_prefix_ + "KeyFramesSentInPermille",
key_frames_permille);
log_stream << uma_prefix_ << "KeyFramesSentInPermille "
<< key_frames_permille << "\n";
}
int quality_limited =
quality_limited_frame_counter_.Percent(kMinRequiredMetricsSamples);
if (quality_limited != -1) {
RTC_HISTOGRAMS_PERCENTAGE(kIndex,
uma_prefix_ + "QualityLimitedResolutionInPercent",
quality_limited);
log_stream << uma_prefix_ << "QualityLimitedResolutionInPercent "
<< quality_limited << "\n";
}
int downscales = quality_downscales_counter_.Avg(kMinRequiredMetricsSamples);
if (downscales != -1) {
RTC_HISTOGRAMS_ENUMERATION(
kIndex, uma_prefix_ + "QualityLimitedResolutionDownscales", downscales,
20);
}
int cpu_limited =
cpu_limited_frame_counter_.Percent(kMinRequiredMetricsSamples);
if (cpu_limited != -1) {
RTC_HISTOGRAMS_PERCENTAGE(
kIndex, uma_prefix_ + "CpuLimitedResolutionInPercent", cpu_limited);
}
int bw_limited =
bw_limited_frame_counter_.Percent(kMinRequiredMetricsSamples);
if (bw_limited != -1) {
RTC_HISTOGRAMS_PERCENTAGE(
kIndex, uma_prefix_ + "BandwidthLimitedResolutionInPercent",
bw_limited);
}
int num_disabled =
bw_resolutions_disabled_counter_.Avg(kMinRequiredMetricsSamples);
if (num_disabled != -1) {
RTC_HISTOGRAMS_ENUMERATION(
kIndex, uma_prefix_ + "BandwidthLimitedResolutionsDisabled",
num_disabled, 10);
}
int delay_ms = delay_counter_.Avg(kMinRequiredMetricsSamples);
if (delay_ms != -1)
RTC_HISTOGRAMS_COUNTS_100000(kIndex, uma_prefix_ + "SendSideDelayInMs",
delay_ms);
int max_delay_ms = max_delay_counter_.Avg(kMinRequiredMetricsSamples);
if (max_delay_ms != -1) {
RTC_HISTOGRAMS_COUNTS_100000(kIndex, uma_prefix_ + "SendSideDelayMaxInMs",
max_delay_ms);
}
for (const auto& it : qp_counters_) {
int qp_vp8 = it.second.vp8.Avg(kMinRequiredMetricsSamples);
if (qp_vp8 != -1) {
int spatial_idx = it.first;
if (spatial_idx == -1) {
RTC_HISTOGRAMS_COUNTS_200(kIndex, uma_prefix_ + "Encoded.Qp.Vp8",
qp_vp8);
} else if (spatial_idx == 0) {
RTC_HISTOGRAMS_COUNTS_200(kIndex, uma_prefix_ + "Encoded.Qp.Vp8.S0",
qp_vp8);
} else if (spatial_idx == 1) {
RTC_HISTOGRAMS_COUNTS_200(kIndex, uma_prefix_ + "Encoded.Qp.Vp8.S1",
qp_vp8);
} else if (spatial_idx == 2) {
RTC_HISTOGRAMS_COUNTS_200(kIndex, uma_prefix_ + "Encoded.Qp.Vp8.S2",
qp_vp8);
} else {
RTC_LOG(LS_WARNING)
<< "QP stats not recorded for VP8 spatial idx " << spatial_idx;
}
}
int qp_vp9 = it.second.vp9.Avg(kMinRequiredMetricsSamples);
if (qp_vp9 != -1) {
int spatial_idx = it.first;
if (spatial_idx == -1) {
RTC_HISTOGRAMS_COUNTS_500(kIndex, uma_prefix_ + "Encoded.Qp.Vp9",
qp_vp9);
} else if (spatial_idx == 0) {
RTC_HISTOGRAMS_COUNTS_500(kIndex, uma_prefix_ + "Encoded.Qp.Vp9.S0",
qp_vp9);
} else if (spatial_idx == 1) {
RTC_HISTOGRAMS_COUNTS_500(kIndex, uma_prefix_ + "Encoded.Qp.Vp9.S1",
qp_vp9);
} else if (spatial_idx == 2) {
RTC_HISTOGRAMS_COUNTS_500(kIndex, uma_prefix_ + "Encoded.Qp.Vp9.S2",
qp_vp9);
} else {
RTC_LOG(LS_WARNING)
<< "QP stats not recorded for VP9 spatial layer " << spatial_idx;
}
}
int qp_h264 = it.second.h264.Avg(kMinRequiredMetricsSamples);
if (qp_h264 != -1) {
int spatial_idx = it.first;
if (spatial_idx == -1) {
RTC_HISTOGRAMS_COUNTS_200(kIndex, uma_prefix_ + "Encoded.Qp.H264",
qp_h264);
} else if (spatial_idx == 0) {
RTC_HISTOGRAMS_COUNTS_200(kIndex, uma_prefix_ + "Encoded.Qp.H264.S0",
qp_h264);
} else if (spatial_idx == 1) {
RTC_HISTOGRAMS_COUNTS_200(kIndex, uma_prefix_ + "Encoded.Qp.H264.S1",
qp_h264);
} else if (spatial_idx == 2) {
RTC_HISTOGRAMS_COUNTS_200(kIndex, uma_prefix_ + "Encoded.Qp.H264.S2",
qp_h264);
} else {
RTC_LOG(LS_WARNING)
<< "QP stats not recorded for H264 spatial idx " << spatial_idx;
}
}
}
if (first_rtp_stats_time_ms_ != -1) {
quality_adapt_timer_.Stop(clock_->TimeInMilliseconds());
int64_t elapsed_sec = quality_adapt_timer_.total_ms / 1000;
if (elapsed_sec >= metrics::kMinRunTimeInSeconds) {
int quality_changes = current_stats.number_of_quality_adapt_changes -
start_stats_.number_of_quality_adapt_changes;
// Only base stats on changes during a call, discard initial changes.
int initial_changes =
initial_quality_changes_.down + initial_quality_changes_.up;
if (initial_changes <= quality_changes)
quality_changes -= initial_changes;
RTC_HISTOGRAMS_COUNTS_100(kIndex,
uma_prefix_ + "AdaptChangesPerMinute.Quality",
quality_changes * 60 / elapsed_sec);
}
cpu_adapt_timer_.Stop(clock_->TimeInMilliseconds());
elapsed_sec = cpu_adapt_timer_.total_ms / 1000;
if (elapsed_sec >= metrics::kMinRunTimeInSeconds) {
int cpu_changes = current_stats.number_of_cpu_adapt_changes -
start_stats_.number_of_cpu_adapt_changes;
RTC_HISTOGRAMS_COUNTS_100(kIndex,
uma_prefix_ + "AdaptChangesPerMinute.Cpu",
cpu_changes * 60 / elapsed_sec);
}
}
if (first_rtcp_stats_time_ms_ != -1) {
int64_t elapsed_sec =
(clock_->TimeInMilliseconds() - first_rtcp_stats_time_ms_) / 1000;
if (elapsed_sec >= metrics::kMinRunTimeInSeconds) {
int fraction_lost = report_block_stats_.FractionLostInPercent();
if (fraction_lost != -1) {
RTC_HISTOGRAMS_PERCENTAGE(
kIndex, uma_prefix_ + "SentPacketsLostInPercent", fraction_lost);
log_stream << uma_prefix_ << "SentPacketsLostInPercent "
<< fraction_lost << "\n";
}
// The RTCP packet type counters, delivered via the
// RtcpPacketTypeCounterObserver interface, are aggregates over the entire
// life of the send stream and are not reset when switching content type.
// For the purpose of these statistics though, we want new counts when
// switching since we switch histogram name. On every reset of the
// UmaSamplesContainer, we save the initial state of the counters, so that
// we can calculate the delta here and aggregate over all ssrcs.
RtcpPacketTypeCounter counters;
for (uint32_t ssrc : rtp_config.ssrcs) {
auto kv = current_stats.substreams.find(ssrc);
if (kv == current_stats.substreams.end())
continue;
RtcpPacketTypeCounter stream_counters =
kv->second.rtcp_packet_type_counts;
kv = start_stats_.substreams.find(ssrc);
if (kv != start_stats_.substreams.end())
stream_counters.Subtract(kv->second.rtcp_packet_type_counts);
counters.Add(stream_counters);
}
RTC_HISTOGRAMS_COUNTS_10000(kIndex,
uma_prefix_ + "NackPacketsReceivedPerMinute",
counters.nack_packets * 60 / elapsed_sec);
RTC_HISTOGRAMS_COUNTS_10000(kIndex,
uma_prefix_ + "FirPacketsReceivedPerMinute",
counters.fir_packets * 60 / elapsed_sec);
RTC_HISTOGRAMS_COUNTS_10000(kIndex,
uma_prefix_ + "PliPacketsReceivedPerMinute",
counters.pli_packets * 60 / elapsed_sec);
if (counters.nack_requests > 0) {
RTC_HISTOGRAMS_PERCENTAGE(
kIndex, uma_prefix_ + "UniqueNackRequestsReceivedInPercent",
counters.UniqueNackRequestsInPercent());
}
}
}
if (first_rtp_stats_time_ms_ != -1) {
int64_t elapsed_sec =
(clock_->TimeInMilliseconds() - first_rtp_stats_time_ms_) / 1000;
if (elapsed_sec >= metrics::kMinRunTimeInSeconds) {
RTC_HISTOGRAMS_COUNTS_100(kIndex, uma_prefix_ + "NumberOfPauseEvents",
target_rate_updates_.pause_resume_events);
log_stream << uma_prefix_ << "NumberOfPauseEvents "
<< target_rate_updates_.pause_resume_events << "\n";
int paused_time_percent =
paused_time_counter_.Percent(metrics::kMinRunTimeInSeconds * 1000);
if (paused_time_percent != -1) {
RTC_HISTOGRAMS_PERCENTAGE(kIndex, uma_prefix_ + "PausedTimeInPercent",
paused_time_percent);
log_stream << uma_prefix_ << "PausedTimeInPercent "
<< paused_time_percent << "\n";
}
}
}
if (fallback_info_.is_possible) {
// Double interval since there is some time before fallback may occur.
const int kMinRunTimeMs = 2 * metrics::kMinRunTimeInSeconds * 1000;
int64_t elapsed_ms = fallback_info_.elapsed_ms;
int fallback_time_percent = fallback_active_counter_.Percent(kMinRunTimeMs);
if (fallback_time_percent != -1 && elapsed_ms >= kMinRunTimeMs) {
RTC_HISTOGRAMS_PERCENTAGE(
kIndex, uma_prefix_ + "Encoder.ForcedSwFallbackTimeInPercent.Vp8",
fallback_time_percent);
RTC_HISTOGRAMS_COUNTS_100(
kIndex, uma_prefix_ + "Encoder.ForcedSwFallbackChangesPerMinute.Vp8",
fallback_info_.on_off_events * 60 / (elapsed_ms / 1000));
}
}
AggregatedStats total_bytes_per_sec = total_byte_counter_.GetStats();
if (total_bytes_per_sec.num_samples > kMinRequiredPeriodicSamples) {
RTC_HISTOGRAMS_COUNTS_10000(kIndex, uma_prefix_ + "BitrateSentInKbps",
total_bytes_per_sec.average * 8 / 1000);
log_stream << uma_prefix_ << "BitrateSentInBps "
<< total_bytes_per_sec.ToStringWithMultiplier(8) << "\n";
}
AggregatedStats media_bytes_per_sec = media_byte_counter_.GetStats();
if (media_bytes_per_sec.num_samples > kMinRequiredPeriodicSamples) {
RTC_HISTOGRAMS_COUNTS_10000(kIndex, uma_prefix_ + "MediaBitrateSentInKbps",
media_bytes_per_sec.average * 8 / 1000);
log_stream << uma_prefix_ << "MediaBitrateSentInBps "
<< media_bytes_per_sec.ToStringWithMultiplier(8) << "\n";
}
AggregatedStats padding_bytes_per_sec = padding_byte_counter_.GetStats();
if (padding_bytes_per_sec.num_samples > kMinRequiredPeriodicSamples) {
RTC_HISTOGRAMS_COUNTS_10000(kIndex,
uma_prefix_ + "PaddingBitrateSentInKbps",
padding_bytes_per_sec.average * 8 / 1000);
log_stream << uma_prefix_ << "PaddingBitrateSentInBps "
<< padding_bytes_per_sec.ToStringWithMultiplier(8) << "\n";
}
AggregatedStats retransmit_bytes_per_sec =
retransmit_byte_counter_.GetStats();
if (retransmit_bytes_per_sec.num_samples > kMinRequiredPeriodicSamples) {
RTC_HISTOGRAMS_COUNTS_10000(kIndex,
uma_prefix_ + "RetransmittedBitrateSentInKbps",
retransmit_bytes_per_sec.average * 8 / 1000);
log_stream << uma_prefix_ << "RetransmittedBitrateSentInBps "
<< retransmit_bytes_per_sec.ToStringWithMultiplier(8) << "\n";
}
if (!rtp_config.rtx.ssrcs.empty()) {
AggregatedStats rtx_bytes_per_sec = rtx_byte_counter_.GetStats();
int rtx_bytes_per_sec_avg = -1;
if (rtx_bytes_per_sec.num_samples > kMinRequiredPeriodicSamples) {
rtx_bytes_per_sec_avg = rtx_bytes_per_sec.average;
log_stream << uma_prefix_ << "RtxBitrateSentInBps "
<< rtx_bytes_per_sec.ToStringWithMultiplier(8) << "\n";
} else if (total_bytes_per_sec.num_samples > kMinRequiredPeriodicSamples) {
rtx_bytes_per_sec_avg = 0; // RTX enabled but no RTX data sent, record 0.
}
if (rtx_bytes_per_sec_avg != -1) {
RTC_HISTOGRAMS_COUNTS_10000(kIndex, uma_prefix_ + "RtxBitrateSentInKbps",
rtx_bytes_per_sec_avg * 8 / 1000);
}
}
if (rtp_config.flexfec.payload_type != -1 ||
rtp_config.ulpfec.red_payload_type != -1) {
AggregatedStats fec_bytes_per_sec = fec_byte_counter_.GetStats();
if (fec_bytes_per_sec.num_samples > kMinRequiredPeriodicSamples) {
RTC_HISTOGRAMS_COUNTS_10000(kIndex, uma_prefix_ + "FecBitrateSentInKbps",
fec_bytes_per_sec.average * 8 / 1000);
log_stream << uma_prefix_ << "FecBitrateSentInBps "
<< fec_bytes_per_sec.ToStringWithMultiplier(8) << "\n";
}
}
log_stream << "Frames encoded " << current_stats.frames_encoded << "\n"
<< uma_prefix_ << "DroppedFrames.Capturer "
<< current_stats.frames_dropped_by_capturer << "\n";
RTC_HISTOGRAMS_COUNTS_1000(kIndex, uma_prefix_ + "DroppedFrames.Capturer",
current_stats.frames_dropped_by_capturer);
log_stream << uma_prefix_ << "DroppedFrames.BadTimestamp"
<< current_stats.frames_dropped_by_bad_timestamp << "\n";
RTC_HISTOGRAMS_COUNTS_1000(kIndex, uma_prefix_ + "DroppedFrames.BadTimestamp",
current_stats.frames_dropped_by_bad_timestamp);
log_stream << uma_prefix_ << "DroppedFrames.EncoderQueue "
<< current_stats.frames_dropped_by_encoder_queue << "\n";
RTC_HISTOGRAMS_COUNTS_1000(kIndex, uma_prefix_ + "DroppedFrames.EncoderQueue",
current_stats.frames_dropped_by_encoder_queue);
log_stream << uma_prefix_ << "DroppedFrames.Encoder "
<< current_stats.frames_dropped_by_encoder << "\n";
RTC_HISTOGRAMS_COUNTS_1000(kIndex, uma_prefix_ + "DroppedFrames.Encoder",
current_stats.frames_dropped_by_encoder);
log_stream << uma_prefix_ << "DroppedFrames.Ratelimiter "
<< current_stats.frames_dropped_by_rate_limiter << "\n";
RTC_HISTOGRAMS_COUNTS_1000(kIndex, uma_prefix_ + "DroppedFrames.Ratelimiter",
current_stats.frames_dropped_by_rate_limiter);
log_stream << uma_prefix_ << "DroppedFrames.CongestionWindow "
<< current_stats.frames_dropped_by_congestion_window;
RTC_LOG(LS_INFO) << log_stream.str();
}
void SendStatisticsProxy::OnEncoderReconfigured(
const VideoEncoderConfig& config,
const std::vector<VideoStream>& streams) {
// Called on VideoStreamEncoder's encoder_queue_.
MutexLock lock(&mutex_);
if (content_type_ != config.content_type) {
uma_container_->UpdateHistograms(rtp_config_, stats_);
uma_container_.reset(new UmaSamplesContainer(
GetUmaPrefix(config.content_type), stats_, clock_));
content_type_ = config.content_type;
}
uma_container_->encoded_frames_.clear();
uma_container_->num_streams_ = streams.size();
uma_container_->num_pixels_highest_stream_ =
streams.empty() ? 0 : (streams.back().width * streams.back().height);
}
void SendStatisticsProxy::OnEncodedFrameTimeMeasured(int encode_time_ms,
int encode_usage_percent) {
RTC_DCHECK_GE(encode_time_ms, 0);
MutexLock lock(&mutex_);
uma_container_->encode_time_counter_.Add(encode_time_ms);
encode_time_.Apply(1.0f, encode_time_ms);
stats_.avg_encode_time_ms = std::round(encode_time_.filtered());
stats_.total_encode_time_ms += encode_time_ms;
stats_.encode_usage_percent = encode_usage_percent;
}
void SendStatisticsProxy::OnSuspendChange(bool is_suspended) {
int64_t now_ms = clock_->TimeInMilliseconds();
MutexLock lock(&mutex_);
stats_.suspended = is_suspended;
if (is_suspended) {
// Pause framerate (add min pause time since there may be frames/packets
// that are not yet sent).
const int64_t kMinMs = 500;
uma_container_->input_fps_counter_.ProcessAndPauseForDuration(kMinMs);
uma_container_->sent_fps_counter_.ProcessAndPauseForDuration(kMinMs);
// Pause bitrate stats.
uma_container_->total_byte_counter_.ProcessAndPauseForDuration(kMinMs);
uma_container_->media_byte_counter_.ProcessAndPauseForDuration(kMinMs);
uma_container_->rtx_byte_counter_.ProcessAndPauseForDuration(kMinMs);
uma_container_->padding_byte_counter_.ProcessAndPauseForDuration(kMinMs);
uma_container_->retransmit_byte_counter_.ProcessAndPauseForDuration(kMinMs);
uma_container_->fec_byte_counter_.ProcessAndPauseForDuration(kMinMs);
// Stop adaptation stats.
uma_container_->cpu_adapt_timer_.Stop(now_ms);
uma_container_->quality_adapt_timer_.Stop(now_ms);
} else {
// Start adaptation stats if scaling is enabled.
if (adaptation_limitations_.MaskedCpuCounts()
.resolution_adaptations.has_value())
uma_container_->cpu_adapt_timer_.Start(now_ms);
if (adaptation_limitations_.MaskedQualityCounts()
.resolution_adaptations.has_value())
uma_container_->quality_adapt_timer_.Start(now_ms);
// Stop pause explicitly for stats that may be zero/not updated for some
// time.
uma_container_->rtx_byte_counter_.ProcessAndStopPause();
uma_container_->padding_byte_counter_.ProcessAndStopPause();
uma_container_->retransmit_byte_counter_.ProcessAndStopPause();
uma_container_->fec_byte_counter_.ProcessAndStopPause();
}
}
VideoSendStream::Stats SendStatisticsProxy::GetStats() {
MutexLock lock(&mutex_);
PurgeOldStats();
stats_.input_frame_rate =
uma_container_->input_frame_rate_tracker_.ComputeRate();
stats_.frames = uma_container_->input_frame_rate_tracker_.TotalSampleCount();
stats_.content_type =
content_type_ == VideoEncoderConfig::ContentType::kRealtimeVideo
? VideoContentType::UNSPECIFIED
: VideoContentType::SCREENSHARE;
stats_.encode_frame_rate = round(encoded_frame_rate_tracker_.ComputeRate());
stats_.media_bitrate_bps = media_byte_rate_tracker_.ComputeRate() * 8;
stats_.quality_limitation_durations_ms =
quality_limitation_reason_tracker_.DurationsMs();
for (auto& [ssrc, substream] : stats_.substreams) {
if (auto it = trackers_.find(ssrc); it != trackers_.end()) {
substream.encode_frame_rate = it->second.encoded_frame_rate.ComputeRate();
}
}
return stats_;
}
void SendStatisticsProxy::PurgeOldStats() {
Timestamp now = clock_->CurrentTime();
for (auto& [ssrc, substream] : stats_.substreams) {
if (now - trackers_[ssrc].resolution_update >= kStatsTimeout) {
substream.width = 0;
substream.height = 0;
}
}
}
VideoSendStream::StreamStats* SendStatisticsProxy::GetStatsEntry(
uint32_t ssrc) {
std::map<uint32_t, VideoSendStream::StreamStats>::iterator it =
stats_.substreams.find(ssrc);
if (it != stats_.substreams.end())
return &it->second;
bool is_media = rtp_config_.IsMediaSsrc(ssrc);
bool is_flexfec = rtp_config_.flexfec.payload_type != -1 &&
ssrc == rtp_config_.flexfec.ssrc;
bool is_rtx = rtp_config_.IsRtxSsrc(ssrc);
if (!is_media && !is_flexfec && !is_rtx)
return nullptr;
// Insert new entry and return ptr.
VideoSendStream::StreamStats* entry = &stats_.substreams[ssrc];
if (is_media) {
entry->type = VideoSendStream::StreamStats::StreamType::kMedia;
} else if (is_rtx) {
entry->type = VideoSendStream::StreamStats::StreamType::kRtx;
} else if (is_flexfec) {
entry->type = VideoSendStream::StreamStats::StreamType::kFlexfec;
} else {
RTC_DCHECK_NOTREACHED();
}
switch (entry->type) {
case VideoSendStream::StreamStats::StreamType::kMedia:
break;
case VideoSendStream::StreamStats::StreamType::kRtx:
entry->referenced_media_ssrc =
rtp_config_.GetMediaSsrcAssociatedWithRtxSsrc(ssrc);
break;
case VideoSendStream::StreamStats::StreamType::kFlexfec:
entry->referenced_media_ssrc =
rtp_config_.GetMediaSsrcAssociatedWithFlexfecSsrc(ssrc);
break;
}
return entry;
}
void SendStatisticsProxy::OnInactiveSsrc(uint32_t ssrc) {
MutexLock lock(&mutex_);
VideoSendStream::StreamStats* stats = GetStatsEntry(ssrc);
if (!stats)
return;
stats->total_bitrate_bps = 0;
stats->retransmit_bitrate_bps = 0;
stats->height = 0;
stats->width = 0;
}
void SendStatisticsProxy::OnSetEncoderTargetRate(uint32_t bitrate_bps) {
MutexLock lock(&mutex_);
if (uma_container_->target_rate_updates_.last_ms == -1 && bitrate_bps == 0)
return; // Start on first non-zero bitrate, may initially be zero.
int64_t now = clock_->TimeInMilliseconds();
if (uma_container_->target_rate_updates_.last_ms != -1) {
bool was_paused = stats_.target_media_bitrate_bps == 0;
int64_t diff_ms = now - uma_container_->target_rate_updates_.last_ms;
uma_container_->paused_time_counter_.Add(was_paused, diff_ms);
// Use last to not include update when stream is stopped and video disabled.
if (uma_container_->target_rate_updates_.last_paused_or_resumed)
++uma_container_->target_rate_updates_.pause_resume_events;
// Check if video is paused/resumed.
uma_container_->target_rate_updates_.last_paused_or_resumed =
(bitrate_bps == 0) != was_paused;
}
uma_container_->target_rate_updates_.last_ms = now;
stats_.target_media_bitrate_bps = bitrate_bps;
}
void SendStatisticsProxy::UpdateEncoderFallbackStats(
const CodecSpecificInfo* codec_info,
int pixels,
int simulcast_index) {
UpdateFallbackDisabledStats(codec_info, pixels, simulcast_index);
if (!fallback_max_pixels_ || !uma_container_->fallback_info_.is_possible) {
return;
}
if (!IsForcedFallbackPossible(codec_info, simulcast_index)) {
uma_container_->fallback_info_.is_possible = false;
return;
}
FallbackEncoderInfo* fallback_info = &uma_container_->fallback_info_;
const int64_t now_ms = clock_->TimeInMilliseconds();
bool is_active = fallback_info->is_active;
if (encoder_changed_) {
// Implementation changed.
const bool last_was_vp8_software =
encoder_changed_->previous_encoder_implementation == kVp8SwCodecName;
is_active = encoder_changed_->new_encoder_implementation == kVp8SwCodecName;
encoder_changed_.reset();
if (!is_active && !last_was_vp8_software) {
// First or not a VP8 SW change, update stats on next call.
return;
}
if (is_active && (pixels > *fallback_max_pixels_)) {
// Pixels should not be above `fallback_max_pixels_`. If above skip to
// avoid fallbacks due to failure.
fallback_info->is_possible = false;
return;
}
stats_.has_entered_low_resolution = true;
++fallback_info->on_off_events;
}
if (fallback_info->last_update_ms) {
int64_t diff_ms = now_ms - *(fallback_info->last_update_ms);
// If the time diff since last update is greater than `max_frame_diff_ms`,
// video is considered paused/muted and the change is not included.
if (diff_ms < fallback_info->max_frame_diff_ms) {
uma_container_->fallback_active_counter_.Add(fallback_info->is_active,
diff_ms);
fallback_info->elapsed_ms += diff_ms;
}
}
fallback_info->is_active = is_active;
fallback_info->last_update_ms.emplace(now_ms);
}
void SendStatisticsProxy::UpdateFallbackDisabledStats(
const CodecSpecificInfo* codec_info,
int pixels,
int simulcast_index) {
if (!fallback_max_pixels_disabled_ ||
!uma_container_->fallback_info_disabled_.is_possible ||
stats_.has_entered_low_resolution) {
return;
}
if (!IsForcedFallbackPossible(codec_info, simulcast_index) ||
stats_.encoder_implementation_name == kVp8SwCodecName) {
uma_container_->fallback_info_disabled_.is_possible = false;
return;
}
if (pixels <= *fallback_max_pixels_disabled_ ||
uma_container_->fallback_info_disabled_.min_pixel_limit_reached) {
stats_.has_entered_low_resolution = true;
}
}
void SendStatisticsProxy::OnMinPixelLimitReached() {
MutexLock lock(&mutex_);
uma_container_->fallback_info_disabled_.min_pixel_limit_reached = true;
}
void SendStatisticsProxy::OnSendEncodedImage(
const EncodedImage& encoded_image,
const CodecSpecificInfo* codec_info) {
int simulcast_idx = encoded_image.SimulcastIndex().value_or(0);
MutexLock lock(&mutex_);
++stats_.frames_encoded;
// The current encode frame rate is based on previously encoded frames.
double encode_frame_rate = encoded_frame_rate_tracker_.ComputeRate();
// We assume that less than 1 FPS is not a trustworthy estimate - perhaps we
// just started encoding for the first time or after a pause. Assuming frame
// rate is at least 1 FPS is conservative to avoid too large increments.
if (encode_frame_rate < 1.0)
encode_frame_rate = 1.0;
double target_frame_size_bytes =
stats_.target_media_bitrate_bps / (8.0 * encode_frame_rate);
// `stats_.target_media_bitrate_bps` is set in
// SendStatisticsProxy::OnSetEncoderTargetRate.
stats_.total_encoded_bytes_target += round(target_frame_size_bytes);
if (codec_info) {
UpdateEncoderFallbackStats(
codec_info, encoded_image._encodedWidth * encoded_image._encodedHeight,
simulcast_idx);
}
if (static_cast<size_t>(simulcast_idx) >= rtp_config_.ssrcs.size()) {
RTC_LOG(LS_ERROR) << "Encoded image outside simulcast range ("
<< simulcast_idx << " >= " << rtp_config_.ssrcs.size()
<< ").";
return;
}
uint32_t ssrc = rtp_config_.ssrcs[simulcast_idx];
VideoSendStream::StreamStats* stats = GetStatsEntry(ssrc);
if (!stats)
return;
Trackers& track = trackers_[ssrc];
stats->frames_encoded++;
stats->total_encode_time_ms += encoded_image.timing_.encode_finish_ms -
encoded_image.timing_.encode_start_ms;
stats->scalability_mode =
codec_info ? codec_info->scalability_mode : std::nullopt;
// Report resolution of the top spatial layer.
bool is_top_spatial_layer =
codec_info == nullptr || codec_info->end_of_picture;
if (!stats->width || !stats->height || is_top_spatial_layer) {
stats->width = encoded_image._encodedWidth;
stats->height = encoded_image._encodedHeight;
track.resolution_update = clock_->CurrentTime();
}
uma_container_->key_frame_counter_.Add(encoded_image._frameType ==
VideoFrameType::kVideoFrameKey);
if (encoded_image.qp_ != -1) {
if (!stats->qp_sum)
stats->qp_sum = 0;
*stats->qp_sum += encoded_image.qp_;
if (codec_info) {