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1 /*
2  *  Copyright (c) 2012 The WebRTC project authors. All Rights Reserved.
3  *
4  *  Use of this source code is governed by a BSD-style license
5  *  that can be found in the LICENSE file in the root of the source
6  *  tree. An additional intellectual property rights grant can be found
7  *  in the file PATENTS.  All contributing project authors may
8  *  be found in the AUTHORS file in the root of the source tree.
9  */
10 
11 #include "webrtc/modules/video_coding/main/source/media_optimization.h"
12 
13 #include "webrtc/modules/video_coding/main/source/content_metrics_processing.h"
14 #include "webrtc/modules/video_coding/main/source/qm_select.h"
15 #include "webrtc/modules/video_coding/utility/include/frame_dropper.h"
16 #include "webrtc/system_wrappers/interface/clock.h"
17 #include "webrtc/system_wrappers/interface/logging.h"
18 
19 namespace webrtc {
20 namespace media_optimization {
21 namespace {
UpdateProtectionCallback(VCMProtectionMethod * selected_method,uint32_t * video_rate_bps,uint32_t * nack_overhead_rate_bps,uint32_t * fec_overhead_rate_bps,VCMProtectionCallback * video_protection_callback)22 void UpdateProtectionCallback(
23     VCMProtectionMethod* selected_method,
24     uint32_t* video_rate_bps,
25     uint32_t* nack_overhead_rate_bps,
26     uint32_t* fec_overhead_rate_bps,
27     VCMProtectionCallback* video_protection_callback) {
28   FecProtectionParams delta_fec_params;
29   FecProtectionParams key_fec_params;
30   // Get the FEC code rate for Key frames (set to 0 when NA).
31   key_fec_params.fec_rate = selected_method->RequiredProtectionFactorK();
32 
33   // Get the FEC code rate for Delta frames (set to 0 when NA).
34   delta_fec_params.fec_rate = selected_method->RequiredProtectionFactorD();
35 
36   // Get the FEC-UEP protection status for Key frames: UEP on/off.
37   key_fec_params.use_uep_protection = selected_method->RequiredUepProtectionK();
38 
39   // Get the FEC-UEP protection status for Delta frames: UEP on/off.
40   delta_fec_params.use_uep_protection =
41       selected_method->RequiredUepProtectionD();
42 
43   // The RTP module currently requires the same |max_fec_frames| for both
44   // key and delta frames.
45   delta_fec_params.max_fec_frames = selected_method->MaxFramesFec();
46   key_fec_params.max_fec_frames = selected_method->MaxFramesFec();
47 
48   // Set the FEC packet mask type. |kFecMaskBursty| is more effective for
49   // consecutive losses and little/no packet re-ordering. As we currently
50   // do not have feedback data on the degree of correlated losses and packet
51   // re-ordering, we keep default setting to |kFecMaskRandom| for now.
52   delta_fec_params.fec_mask_type = kFecMaskRandom;
53   key_fec_params.fec_mask_type = kFecMaskRandom;
54 
55   // TODO(Marco): Pass FEC protection values per layer.
56   video_protection_callback->ProtectionRequest(&delta_fec_params,
57                                                &key_fec_params,
58                                                video_rate_bps,
59                                                nack_overhead_rate_bps,
60                                                fec_overhead_rate_bps);
61 }
62 }  // namespace
63 
64 struct MediaOptimization::EncodedFrameSample {
EncodedFrameSamplewebrtc::media_optimization::MediaOptimization::EncodedFrameSample65   EncodedFrameSample(int size_bytes,
66                      uint32_t timestamp,
67                      int64_t time_complete_ms)
68       : size_bytes(size_bytes),
69         timestamp(timestamp),
70         time_complete_ms(time_complete_ms) {}
71 
72   uint32_t size_bytes;
73   uint32_t timestamp;
74   int64_t time_complete_ms;
75 };
76 
MediaOptimization(Clock * clock)77 MediaOptimization::MediaOptimization(Clock* clock)
78     : clock_(clock),
79       max_bit_rate_(0),
80       send_codec_type_(kVideoCodecUnknown),
81       codec_width_(0),
82       codec_height_(0),
83       user_frame_rate_(0),
84       frame_dropper_(new FrameDropper),
85       loss_prot_logic_(
86           new VCMLossProtectionLogic(clock_->TimeInMilliseconds())),
87       fraction_lost_(0),
88       send_statistics_zero_encode_(0),
89       max_payload_size_(1460),
90       target_bit_rate_(0),
91       incoming_frame_rate_(0),
92       enable_qm_(false),
93       encoded_frame_samples_(),
94       avg_sent_bit_rate_bps_(0),
95       avg_sent_framerate_(0),
96       key_frame_cnt_(0),
97       delta_frame_cnt_(0),
98       content_(new VCMContentMetricsProcessing()),
99       qm_resolution_(new VCMQmResolution()),
100       last_qm_update_time_(0),
101       last_change_time_(0),
102       num_layers_(0),
103       suspension_enabled_(false),
104       video_suspended_(false),
105       suspension_threshold_bps_(0),
106       suspension_window_bps_(0) {
107   memset(send_statistics_, 0, sizeof(send_statistics_));
108   memset(incoming_frame_times_, -1, sizeof(incoming_frame_times_));
109 }
110 
~MediaOptimization(void)111 MediaOptimization::~MediaOptimization(void) {
112   loss_prot_logic_->Release();
113 }
114 
Reset()115 void MediaOptimization::Reset() {
116   SetEncodingData(kVideoCodecUnknown, 0, 0, 0, 0, 0, 0, max_payload_size_);
117   memset(incoming_frame_times_, -1, sizeof(incoming_frame_times_));
118   incoming_frame_rate_ = 0.0;
119   frame_dropper_->Reset();
120   loss_prot_logic_->Reset(clock_->TimeInMilliseconds());
121   frame_dropper_->SetRates(0, 0);
122   content_->Reset();
123   qm_resolution_->Reset();
124   loss_prot_logic_->UpdateFrameRate(incoming_frame_rate_);
125   loss_prot_logic_->Reset(clock_->TimeInMilliseconds());
126   send_statistics_zero_encode_ = 0;
127   target_bit_rate_ = 0;
128   codec_width_ = 0;
129   codec_height_ = 0;
130   user_frame_rate_ = 0;
131   key_frame_cnt_ = 0;
132   delta_frame_cnt_ = 0;
133   last_qm_update_time_ = 0;
134   last_change_time_ = 0;
135   encoded_frame_samples_.clear();
136   avg_sent_bit_rate_bps_ = 0;
137   num_layers_ = 1;
138 }
139 
SetEncodingData(VideoCodecType send_codec_type,int32_t max_bit_rate,uint32_t frame_rate,uint32_t target_bitrate,uint16_t width,uint16_t height,int num_layers,int32_t mtu)140 void MediaOptimization::SetEncodingData(VideoCodecType send_codec_type,
141                                         int32_t max_bit_rate,
142                                         uint32_t frame_rate,
143                                         uint32_t target_bitrate,
144                                         uint16_t width,
145                                         uint16_t height,
146                                         int num_layers,
147                                         int32_t mtu) {
148   // Everything codec specific should be reset here since this means the codec
149   // has changed. If native dimension values have changed, then either user
150   // initiated change, or QM initiated change. Will be able to determine only
151   // after the processing of the first frame.
152   last_change_time_ = clock_->TimeInMilliseconds();
153   content_->Reset();
154   content_->UpdateFrameRate(frame_rate);
155 
156   max_bit_rate_ = max_bit_rate;
157   send_codec_type_ = send_codec_type;
158   target_bit_rate_ = target_bitrate;
159   float target_bitrate_kbps = static_cast<float>(target_bitrate) / 1000.0f;
160   loss_prot_logic_->UpdateBitRate(target_bitrate_kbps);
161   loss_prot_logic_->UpdateFrameRate(static_cast<float>(frame_rate));
162   loss_prot_logic_->UpdateFrameSize(width, height);
163   loss_prot_logic_->UpdateNumLayers(num_layers);
164   frame_dropper_->Reset();
165   frame_dropper_->SetRates(target_bitrate_kbps, static_cast<float>(frame_rate));
166   user_frame_rate_ = static_cast<float>(frame_rate);
167   codec_width_ = width;
168   codec_height_ = height;
169   num_layers_ = (num_layers <= 1) ? 1 : num_layers;  // Can also be zero.
170   max_payload_size_ = mtu;
171   qm_resolution_->Initialize(target_bitrate_kbps,
172                              user_frame_rate_,
173                              codec_width_,
174                              codec_height_,
175                              num_layers_);
176 }
177 
SetTargetRates(uint32_t target_bitrate,uint8_t fraction_lost,uint32_t round_trip_time_ms,VCMProtectionCallback * protection_callback,VCMQMSettingsCallback * qmsettings_callback)178 uint32_t MediaOptimization::SetTargetRates(
179     uint32_t target_bitrate,
180     uint8_t fraction_lost,
181     uint32_t round_trip_time_ms,
182     VCMProtectionCallback* protection_callback,
183     VCMQMSettingsCallback* qmsettings_callback) {
184   // TODO(holmer): Consider putting this threshold only on the video bitrate,
185   // and not on protection.
186   if (max_bit_rate_ > 0 &&
187       target_bitrate > static_cast<uint32_t>(max_bit_rate_)) {
188     target_bitrate = max_bit_rate_;
189   }
190   VCMProtectionMethod* selected_method = loss_prot_logic_->SelectedMethod();
191   float target_bitrate_kbps = static_cast<float>(target_bitrate) / 1000.0f;
192   loss_prot_logic_->UpdateBitRate(target_bitrate_kbps);
193   loss_prot_logic_->UpdateRtt(round_trip_time_ms);
194   loss_prot_logic_->UpdateResidualPacketLoss(static_cast<float>(fraction_lost));
195 
196   // Get frame rate for encoder: this is the actual/sent frame rate.
197   float actual_frame_rate = SentFrameRate();
198 
199   // Sanity check.
200   if (actual_frame_rate < 1.0) {
201     actual_frame_rate = 1.0;
202   }
203 
204   // Update frame rate for the loss protection logic class: frame rate should
205   // be the actual/sent rate.
206   loss_prot_logic_->UpdateFrameRate(actual_frame_rate);
207 
208   fraction_lost_ = fraction_lost;
209 
210   // Returns the filtered packet loss, used for the protection setting.
211   // The filtered loss may be the received loss (no filter), or some
212   // filtered value (average or max window filter).
213   // Use max window filter for now.
214   FilterPacketLossMode filter_mode = kMaxFilter;
215   uint8_t packet_loss_enc = loss_prot_logic_->FilteredLoss(
216       clock_->TimeInMilliseconds(), filter_mode, fraction_lost);
217 
218   // For now use the filtered loss for computing the robustness settings.
219   loss_prot_logic_->UpdateFilteredLossPr(packet_loss_enc);
220 
221   // Rate cost of the protection methods.
222   uint32_t protection_overhead_bps = 0;
223 
224   // Update protection settings, when applicable.
225   float sent_video_rate_kbps = 0.0f;
226   if (selected_method) {
227     // Update protection method with content metrics.
228     selected_method->UpdateContentMetrics(content_->ShortTermAvgData());
229 
230     // Update method will compute the robustness settings for the given
231     // protection method and the overhead cost
232     // the protection method is set by the user via SetVideoProtection.
233     loss_prot_logic_->UpdateMethod();
234 
235     // Update protection callback with protection settings.
236     uint32_t sent_video_rate_bps = 0;
237     uint32_t sent_nack_rate_bps = 0;
238     uint32_t sent_fec_rate_bps = 0;
239     // Get the bit cost of protection method, based on the amount of
240     // overhead data actually transmitted (including headers) the last
241     // second.
242     if (protection_callback) {
243       UpdateProtectionCallback(selected_method,
244                                &sent_video_rate_bps,
245                                &sent_nack_rate_bps,
246                                &sent_fec_rate_bps,
247                                protection_callback);
248     }
249     uint32_t sent_total_rate_bps =
250         sent_video_rate_bps + sent_nack_rate_bps + sent_fec_rate_bps;
251     // Estimate the overhead costs of the next second as staying the same
252     // wrt the source bitrate.
253     if (sent_total_rate_bps > 0) {
254       protection_overhead_bps = static_cast<uint32_t>(
255           target_bitrate *
256               static_cast<double>(sent_nack_rate_bps + sent_fec_rate_bps) /
257               sent_total_rate_bps +
258           0.5);
259     }
260     // Cap the overhead estimate to 50%.
261     if (protection_overhead_bps > target_bitrate / 2)
262       protection_overhead_bps = target_bitrate / 2;
263 
264     // Get the effective packet loss for encoder ER when applicable. Should be
265     // passed to encoder via fraction_lost.
266     packet_loss_enc = selected_method->RequiredPacketLossER();
267     sent_video_rate_kbps = static_cast<float>(sent_video_rate_bps) / 1000.0f;
268   }
269 
270   // Source coding rate: total rate - protection overhead.
271   target_bit_rate_ = target_bitrate - protection_overhead_bps;
272 
273   // Update encoding rates following protection settings.
274   float target_video_bitrate_kbps =
275       static_cast<float>(target_bit_rate_) / 1000.0f;
276   frame_dropper_->SetRates(target_video_bitrate_kbps, incoming_frame_rate_);
277 
278   if (enable_qm_ && qmsettings_callback) {
279     // Update QM with rates.
280     qm_resolution_->UpdateRates(target_video_bitrate_kbps,
281                                 sent_video_rate_kbps,
282                                 incoming_frame_rate_,
283                                 fraction_lost_);
284     // Check for QM selection.
285     bool select_qm = CheckStatusForQMchange();
286     if (select_qm) {
287       SelectQuality(qmsettings_callback);
288     }
289     // Reset the short-term averaged content data.
290     content_->ResetShortTermAvgData();
291   }
292 
293   CheckSuspendConditions();
294 
295   return target_bit_rate_;
296 }
297 
EnableProtectionMethod(bool enable,VCMProtectionMethodEnum method)298 void MediaOptimization::EnableProtectionMethod(bool enable,
299                                                VCMProtectionMethodEnum method) {
300   bool updated = false;
301   if (enable) {
302     updated = loss_prot_logic_->SetMethod(method);
303   } else {
304     loss_prot_logic_->RemoveMethod(method);
305   }
306   if (updated) {
307     loss_prot_logic_->UpdateMethod();
308   }
309 }
310 
InputFrameRate()311 uint32_t MediaOptimization::InputFrameRate() {
312   ProcessIncomingFrameRate(clock_->TimeInMilliseconds());
313   return uint32_t(incoming_frame_rate_ + 0.5f);
314 }
315 
SentFrameRate()316 uint32_t MediaOptimization::SentFrameRate() {
317   PurgeOldFrameSamples(clock_->TimeInMilliseconds());
318   UpdateSentFramerate();
319   return avg_sent_framerate_;
320 }
321 
SentBitRate()322 uint32_t MediaOptimization::SentBitRate() {
323   const int64_t now_ms = clock_->TimeInMilliseconds();
324   PurgeOldFrameSamples(now_ms);
325   UpdateSentBitrate(now_ms);
326   return avg_sent_bit_rate_bps_;
327 }
328 
SentFrameCount()329 VCMFrameCount MediaOptimization::SentFrameCount() {
330   VCMFrameCount count;
331   count.numDeltaFrames = delta_frame_cnt_;
332   count.numKeyFrames = key_frame_cnt_;
333   return count;
334 }
335 
UpdateWithEncodedData(int encoded_length,uint32_t timestamp,FrameType encoded_frame_type)336 int32_t MediaOptimization::UpdateWithEncodedData(int encoded_length,
337                                                  uint32_t timestamp,
338                                                  FrameType encoded_frame_type) {
339   const int64_t now_ms = clock_->TimeInMilliseconds();
340   PurgeOldFrameSamples(now_ms);
341   if (encoded_frame_samples_.size() > 0 &&
342       encoded_frame_samples_.back().timestamp == timestamp) {
343     // Frames having the same timestamp are generated from the same input
344     // frame. We don't want to double count them, but only increment the
345     // size_bytes.
346     encoded_frame_samples_.back().size_bytes += encoded_length;
347     encoded_frame_samples_.back().time_complete_ms = now_ms;
348   } else {
349     encoded_frame_samples_.push_back(
350         EncodedFrameSample(encoded_length, timestamp, now_ms));
351   }
352   UpdateSentBitrate(now_ms);
353   UpdateSentFramerate();
354   if (encoded_length > 0) {
355     const bool delta_frame = (encoded_frame_type != kVideoFrameKey);
356 
357     frame_dropper_->Fill(encoded_length, delta_frame);
358     if (max_payload_size_ > 0 && encoded_length > 0) {
359       const float min_packets_per_frame =
360           encoded_length / static_cast<float>(max_payload_size_);
361       if (delta_frame) {
362         loss_prot_logic_->UpdatePacketsPerFrame(min_packets_per_frame,
363                                                 clock_->TimeInMilliseconds());
364       } else {
365         loss_prot_logic_->UpdatePacketsPerFrameKey(
366             min_packets_per_frame, clock_->TimeInMilliseconds());
367       }
368 
369       if (enable_qm_) {
370         // Update quality select with encoded length.
371         qm_resolution_->UpdateEncodedSize(encoded_length, encoded_frame_type);
372       }
373     }
374     if (!delta_frame && encoded_length > 0) {
375       loss_prot_logic_->UpdateKeyFrameSize(static_cast<float>(encoded_length));
376     }
377 
378     // Updating counters.
379     if (delta_frame) {
380       delta_frame_cnt_++;
381     } else {
382       key_frame_cnt_++;
383     }
384   }
385 
386   return VCM_OK;
387 }
388 
EnableQM(bool enable)389 void MediaOptimization::EnableQM(bool enable) { enable_qm_ = enable; }
390 
EnableFrameDropper(bool enable)391 void MediaOptimization::EnableFrameDropper(bool enable) {
392   frame_dropper_->Enable(enable);
393 }
394 
DropFrame()395 bool MediaOptimization::DropFrame() {
396   UpdateIncomingFrameRate();
397   // Leak appropriate number of bytes.
398   frame_dropper_->Leak((uint32_t)(InputFrameRate() + 0.5f));
399   if (video_suspended_) {
400     return true;  // Drop all frames when muted.
401   }
402   return frame_dropper_->DropFrame();
403 }
404 
UpdateIncomingFrameRate()405 void MediaOptimization::UpdateIncomingFrameRate() {
406   int64_t now = clock_->TimeInMilliseconds();
407   if (incoming_frame_times_[0] == 0) {
408     // No shifting if this is the first time.
409   } else {
410     // Shift all times one step.
411     for (int32_t i = (kFrameCountHistorySize - 2); i >= 0; i--) {
412       incoming_frame_times_[i + 1] = incoming_frame_times_[i];
413     }
414   }
415   incoming_frame_times_[0] = now;
416   ProcessIncomingFrameRate(now);
417 }
418 
UpdateContentData(const VideoContentMetrics * content_metrics)419 void MediaOptimization::UpdateContentData(
420     const VideoContentMetrics* content_metrics) {
421   // Updating content metrics.
422   if (content_metrics == NULL) {
423     // Disable QM if metrics are NULL.
424     enable_qm_ = false;
425     qm_resolution_->Reset();
426   } else {
427     content_->UpdateContentData(content_metrics);
428   }
429 }
430 
SelectQuality(VCMQMSettingsCallback * video_qmsettings_callback)431 int32_t MediaOptimization::SelectQuality(
432     VCMQMSettingsCallback* video_qmsettings_callback) {
433   // Reset quantities for QM select.
434   qm_resolution_->ResetQM();
435 
436   // Update QM will long-term averaged content metrics.
437   qm_resolution_->UpdateContent(content_->LongTermAvgData());
438 
439   // Select quality mode.
440   VCMResolutionScale* qm = NULL;
441   int32_t ret = qm_resolution_->SelectResolution(&qm);
442   if (ret < 0) {
443     return ret;
444   }
445 
446   // Check for updates to spatial/temporal modes.
447   QMUpdate(qm, video_qmsettings_callback);
448 
449   // Reset all the rate and related frame counters quantities.
450   qm_resolution_->ResetRates();
451 
452   // Reset counters.
453   last_qm_update_time_ = clock_->TimeInMilliseconds();
454 
455   // Reset content metrics.
456   content_->Reset();
457 
458   return VCM_OK;
459 }
460 
SuspendBelowMinBitrate(int threshold_bps,int window_bps)461 void MediaOptimization::SuspendBelowMinBitrate(int threshold_bps,
462                                                int window_bps) {
463   assert(threshold_bps > 0 && window_bps >= 0);
464   suspension_threshold_bps_ = threshold_bps;
465   suspension_window_bps_ = window_bps;
466   suspension_enabled_ = true;
467   video_suspended_ = false;
468 }
469 
IsVideoSuspended() const470 bool MediaOptimization::IsVideoSuspended() const { return video_suspended_; }
471 
PurgeOldFrameSamples(int64_t now_ms)472 void MediaOptimization::PurgeOldFrameSamples(int64_t now_ms) {
473   while (!encoded_frame_samples_.empty()) {
474     if (now_ms - encoded_frame_samples_.front().time_complete_ms >
475         kBitrateAverageWinMs) {
476       encoded_frame_samples_.pop_front();
477     } else {
478       break;
479     }
480   }
481 }
482 
UpdateSentBitrate(int64_t now_ms)483 void MediaOptimization::UpdateSentBitrate(int64_t now_ms) {
484   if (encoded_frame_samples_.empty()) {
485     avg_sent_bit_rate_bps_ = 0;
486     return;
487   }
488   int framesize_sum = 0;
489   for (FrameSampleList::iterator it = encoded_frame_samples_.begin();
490        it != encoded_frame_samples_.end();
491        ++it) {
492     framesize_sum += it->size_bytes;
493   }
494   float denom = static_cast<float>(
495       now_ms - encoded_frame_samples_.front().time_complete_ms);
496   if (denom >= 1.0f) {
497     avg_sent_bit_rate_bps_ =
498         static_cast<uint32_t>(framesize_sum * 8 * 1000 / denom + 0.5f);
499   } else {
500     avg_sent_bit_rate_bps_ = framesize_sum * 8;
501   }
502 }
503 
UpdateSentFramerate()504 void MediaOptimization::UpdateSentFramerate() {
505   if (encoded_frame_samples_.size() <= 1) {
506     avg_sent_framerate_ = encoded_frame_samples_.size();
507     return;
508   }
509   int denom = encoded_frame_samples_.back().timestamp -
510               encoded_frame_samples_.front().timestamp;
511   if (denom > 0) {
512     avg_sent_framerate_ =
513         (90000 * (encoded_frame_samples_.size() - 1) + denom / 2) / denom;
514   } else {
515     avg_sent_framerate_ = encoded_frame_samples_.size();
516   }
517 }
518 
QMUpdate(VCMResolutionScale * qm,VCMQMSettingsCallback * video_qmsettings_callback)519 bool MediaOptimization::QMUpdate(
520     VCMResolutionScale* qm,
521     VCMQMSettingsCallback* video_qmsettings_callback) {
522   // Check for no change.
523   if (!qm->change_resolution_spatial && !qm->change_resolution_temporal) {
524     return false;
525   }
526 
527   // Check for change in frame rate.
528   if (qm->change_resolution_temporal) {
529     incoming_frame_rate_ = qm->frame_rate;
530     // Reset frame rate estimate.
531     memset(incoming_frame_times_, -1, sizeof(incoming_frame_times_));
532   }
533 
534   // Check for change in frame size.
535   if (qm->change_resolution_spatial) {
536     codec_width_ = qm->codec_width;
537     codec_height_ = qm->codec_height;
538   }
539 
540   LOG(LS_INFO) << "Media optimizer requests the video resolution to be changed "
541                   "to " << qm->codec_width << "x" << qm->codec_height << "@"
542                << qm->frame_rate;
543 
544   // Update VPM with new target frame rate and frame size.
545   // Note: use |qm->frame_rate| instead of |_incoming_frame_rate| for updating
546   // target frame rate in VPM frame dropper. The quantity |_incoming_frame_rate|
547   // will vary/fluctuate, and since we don't want to change the state of the
548   // VPM frame dropper, unless a temporal action was selected, we use the
549   // quantity |qm->frame_rate| for updating.
550   video_qmsettings_callback->SetVideoQMSettings(
551       qm->frame_rate, codec_width_, codec_height_);
552   content_->UpdateFrameRate(qm->frame_rate);
553   qm_resolution_->UpdateCodecParameters(
554       qm->frame_rate, codec_width_, codec_height_);
555   return true;
556 }
557 
558 // Check timing constraints and look for significant change in:
559 // (1) scene content,
560 // (2) target bit rate.
CheckStatusForQMchange()561 bool MediaOptimization::CheckStatusForQMchange() {
562   bool status = true;
563 
564   // Check that we do not call QMSelect too often, and that we waited some time
565   // (to sample the metrics) from the event last_change_time
566   // last_change_time is the time where user changed the size/rate/frame rate
567   // (via SetEncodingData).
568   int64_t now = clock_->TimeInMilliseconds();
569   if ((now - last_qm_update_time_) < kQmMinIntervalMs ||
570       (now - last_change_time_) < kQmMinIntervalMs) {
571     status = false;
572   }
573 
574   return status;
575 }
576 
577 // Allowing VCM to keep track of incoming frame rate.
ProcessIncomingFrameRate(int64_t now)578 void MediaOptimization::ProcessIncomingFrameRate(int64_t now) {
579   int32_t num = 0;
580   int32_t nr_of_frames = 0;
581   for (num = 1; num < (kFrameCountHistorySize - 1); ++num) {
582     if (incoming_frame_times_[num] <= 0 ||
583         // don't use data older than 2 s
584         now - incoming_frame_times_[num] > kFrameHistoryWinMs) {
585       break;
586     } else {
587       nr_of_frames++;
588     }
589   }
590   if (num > 1) {
591     const int64_t diff = now - incoming_frame_times_[num - 1];
592     incoming_frame_rate_ = 1.0;
593     if (diff > 0) {
594       incoming_frame_rate_ = nr_of_frames * 1000.0f / static_cast<float>(diff);
595     }
596   }
597 }
598 
CheckSuspendConditions()599 void MediaOptimization::CheckSuspendConditions() {
600   // Check conditions for SuspendBelowMinBitrate. |target_bit_rate_| is in bps.
601   if (suspension_enabled_) {
602     if (!video_suspended_) {
603       // Check if we just went below the threshold.
604       if (target_bit_rate_ < suspension_threshold_bps_) {
605         video_suspended_ = true;
606       }
607     } else {
608       // Video is already suspended. Check if we just went over the threshold
609       // with a margin.
610       if (target_bit_rate_ >
611           suspension_threshold_bps_ + suspension_window_bps_) {
612         video_suspended_ = false;
613       }
614     }
615   }
616 }
617 
618 }  // namespace media_optimization
619 }  // namespace webrtc
620