/* * Copyright (c) 2015 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 "call/bitrate_allocator.h" #include #include #include #include #include "modules/bitrate_controller/include/bitrate_controller.h" #include "rtc_base/checks.h" #include "rtc_base/logging.h" #include "system_wrappers/include/clock.h" #include "system_wrappers/include/field_trial.h" #include "system_wrappers/include/metrics.h" namespace webrtc { // Allow packets to be transmitted in up to 2 times max video bitrate if the // bandwidth estimate allows it. const uint8_t kTransmissionMaxBitrateMultiplier = 2; const int kDefaultBitrateBps = 300000; // Require a bitrate increase of max(10%, 20kbps) to resume paused streams. const double kToggleFactor = 0.1; const uint32_t kMinToggleBitrateBps = 20000; const int64_t kBweLogIntervalMs = 5000; namespace { double MediaRatio(uint32_t allocated_bitrate, uint32_t protection_bitrate) { RTC_DCHECK_GT(allocated_bitrate, 0); if (protection_bitrate == 0) return 1.0; uint32_t media_bitrate = allocated_bitrate - protection_bitrate; return media_bitrate / static_cast(allocated_bitrate); } } // namespace BitrateAllocator::BitrateAllocator(LimitObserver* limit_observer) : limit_observer_(limit_observer), last_bitrate_bps_(0), last_non_zero_bitrate_bps_(kDefaultBitrateBps), last_fraction_loss_(0), last_rtt_(0), num_pause_events_(0), clock_(Clock::GetRealTimeClock()), last_bwe_log_time_(0), total_requested_padding_bitrate_(0), total_requested_min_bitrate_(0), total_requested_max_bitrate_(0), has_packet_feedback_(false), bitrate_allocation_strategy_(nullptr), transmission_max_bitrate_multiplier_( GetTransmissionMaxBitrateMultiplier()) { sequenced_checker_.Detach(); } BitrateAllocator::~BitrateAllocator() { RTC_HISTOGRAM_COUNTS_100("WebRTC.Call.NumberOfPauseEvents", num_pause_events_); } // static uint8_t BitrateAllocator::GetTransmissionMaxBitrateMultiplier() { uint64_t multiplier = strtoul(webrtc::field_trial::FindFullName( "WebRTC-TransmissionMaxBitrateMultiplier") .c_str(), nullptr, 10); if (multiplier > 0 && multiplier <= kTransmissionMaxBitrateMultiplier) { RTC_LOG(LS_INFO) << "TransmissionMaxBitrateMultiplier is set to " << multiplier; return static_cast(multiplier); } return kTransmissionMaxBitrateMultiplier; } void BitrateAllocator::OnNetworkChanged(uint32_t target_bitrate_bps, uint8_t fraction_loss, int64_t rtt, int64_t bwe_period_ms) { RTC_DCHECK_CALLED_SEQUENTIALLY(&sequenced_checker_); last_bitrate_bps_ = target_bitrate_bps; last_non_zero_bitrate_bps_ = target_bitrate_bps > 0 ? target_bitrate_bps : last_non_zero_bitrate_bps_; last_fraction_loss_ = fraction_loss; last_rtt_ = rtt; last_bwe_period_ms_ = bwe_period_ms; // Periodically log the incoming BWE. int64_t now = clock_->TimeInMilliseconds(); if (now > last_bwe_log_time_ + kBweLogIntervalMs) { RTC_LOG(LS_INFO) << "Current BWE " << target_bitrate_bps; last_bwe_log_time_ = now; } ObserverAllocation allocation = AllocateBitrates(target_bitrate_bps); for (auto& config : bitrate_observer_configs_) { uint32_t allocated_bitrate = allocation[config.observer]; uint32_t protection_bitrate = config.observer->OnBitrateUpdated( allocated_bitrate, last_fraction_loss_, last_rtt_, last_bwe_period_ms_); if (allocated_bitrate == 0 && config.allocated_bitrate_bps > 0) { if (target_bitrate_bps > 0) ++num_pause_events_; // The protection bitrate is an estimate based on the ratio between media // and protection used before this observer was muted. uint32_t predicted_protection_bps = (1.0 - config.media_ratio) * config.min_bitrate_bps; RTC_LOG(LS_INFO) << "Pausing observer " << config.observer << " with configured min bitrate " << config.min_bitrate_bps << " and current estimate of " << target_bitrate_bps << " and protection bitrate " << predicted_protection_bps; } else if (allocated_bitrate > 0 && config.allocated_bitrate_bps == 0) { if (target_bitrate_bps > 0) ++num_pause_events_; RTC_LOG(LS_INFO) << "Resuming observer " << config.observer << ", configured min bitrate " << config.min_bitrate_bps << ", current allocation " << allocated_bitrate << " and protection bitrate " << protection_bitrate; } // Only update the media ratio if the observer got an allocation. if (allocated_bitrate > 0) config.media_ratio = MediaRatio(allocated_bitrate, protection_bitrate); config.allocated_bitrate_bps = allocated_bitrate; } UpdateAllocationLimits(); } void BitrateAllocator::AddObserver(BitrateAllocatorObserver* observer, MediaStreamAllocationConfig config) { RTC_DCHECK_CALLED_SEQUENTIALLY(&sequenced_checker_); RTC_DCHECK_GT(config.bitrate_priority, 0); RTC_DCHECK(std::isnormal(config.bitrate_priority)); auto it = FindObserverConfig(observer); // Update settings if the observer already exists, create a new one otherwise. if (it != bitrate_observer_configs_.end()) { it->min_bitrate_bps = config.min_bitrate_bps; it->max_bitrate_bps = config.max_bitrate_bps; it->pad_up_bitrate_bps = config.pad_up_bitrate_bps; it->enforce_min_bitrate = config.enforce_min_bitrate; it->bitrate_priority = config.bitrate_priority; } else { bitrate_observer_configs_.push_back(ObserverConfig( observer, config.min_bitrate_bps, config.max_bitrate_bps, config.pad_up_bitrate_bps, config.enforce_min_bitrate, config.track_id, config.bitrate_priority, config.has_packet_feedback)); } ObserverAllocation allocation; if (last_bitrate_bps_ > 0) { // Calculate a new allocation and update all observers. allocation = AllocateBitrates(last_bitrate_bps_); for (auto& config : bitrate_observer_configs_) { uint32_t allocated_bitrate = allocation[config.observer]; uint32_t protection_bitrate = config.observer->OnBitrateUpdated( allocated_bitrate, last_fraction_loss_, last_rtt_, last_bwe_period_ms_); config.allocated_bitrate_bps = allocated_bitrate; if (allocated_bitrate > 0) config.media_ratio = MediaRatio(allocated_bitrate, protection_bitrate); } } else { // Currently, an encoder is not allowed to produce frames. // But we still have to return the initial config bitrate + let the // observer know that it can not produce frames. allocation = AllocateBitrates(last_non_zero_bitrate_bps_); observer->OnBitrateUpdated(0, last_fraction_loss_, last_rtt_, last_bwe_period_ms_); } UpdateAllocationLimits(); } void BitrateAllocator::UpdateAllocationLimits() { uint32_t total_requested_padding_bitrate = 0; uint32_t total_requested_min_bitrate = 0; uint32_t total_requested_max_bitrate = 0; bool has_packet_feedback = false; for (const auto& config : bitrate_observer_configs_) { uint32_t stream_padding = config.pad_up_bitrate_bps; if (config.enforce_min_bitrate) { total_requested_min_bitrate += config.min_bitrate_bps; } else if (config.allocated_bitrate_bps == 0) { stream_padding = std::max(config.MinBitrateWithHysteresis(), stream_padding); } total_requested_padding_bitrate += stream_padding; total_requested_max_bitrate += config.max_bitrate_bps; if (config.allocated_bitrate_bps > 0 && config.has_packet_feedback) has_packet_feedback = true; } if (total_requested_padding_bitrate == total_requested_padding_bitrate_ && total_requested_min_bitrate == total_requested_min_bitrate_ && total_requested_max_bitrate == total_requested_max_bitrate_ && has_packet_feedback == has_packet_feedback_) { return; } total_requested_min_bitrate_ = total_requested_min_bitrate; total_requested_padding_bitrate_ = total_requested_padding_bitrate; total_requested_max_bitrate_ = total_requested_max_bitrate; has_packet_feedback_ = has_packet_feedback; RTC_LOG(LS_INFO) << "UpdateAllocationLimits : total_requested_min_bitrate: " << total_requested_min_bitrate << "bps, total_requested_padding_bitrate: " << total_requested_padding_bitrate << "bps, total_requested_max_bitrate: " << total_requested_max_bitrate << "bps"; limit_observer_->OnAllocationLimitsChanged( total_requested_min_bitrate, total_requested_padding_bitrate, total_requested_max_bitrate, has_packet_feedback); } void BitrateAllocator::RemoveObserver(BitrateAllocatorObserver* observer) { RTC_DCHECK_CALLED_SEQUENTIALLY(&sequenced_checker_); auto it = FindObserverConfig(observer); if (it != bitrate_observer_configs_.end()) { bitrate_observer_configs_.erase(it); } UpdateAllocationLimits(); } int BitrateAllocator::GetStartBitrate(BitrateAllocatorObserver* observer) { RTC_DCHECK_CALLED_SEQUENTIALLY(&sequenced_checker_); const auto& it = FindObserverConfig(observer); if (it == bitrate_observer_configs_.end()) { // This observer hasn't been added yet, just give it its fair share. return last_non_zero_bitrate_bps_ / static_cast((bitrate_observer_configs_.size() + 1)); } else if (it->allocated_bitrate_bps == -1) { // This observer hasn't received an allocation yet, so do the same. return last_non_zero_bitrate_bps_ / static_cast(bitrate_observer_configs_.size()); } else { // This observer already has an allocation. return it->allocated_bitrate_bps; } } void BitrateAllocator::SetBitrateAllocationStrategy( std::unique_ptr bitrate_allocation_strategy) { RTC_DCHECK_CALLED_SEQUENTIALLY(&sequenced_checker_); bitrate_allocation_strategy_ = std::move(bitrate_allocation_strategy); } BitrateAllocator::ObserverConfigs::iterator BitrateAllocator::FindObserverConfig(const BitrateAllocatorObserver* observer) { for (auto it = bitrate_observer_configs_.begin(); it != bitrate_observer_configs_.end(); ++it) { if (it->observer == observer) return it; } return bitrate_observer_configs_.end(); } BitrateAllocator::ObserverAllocation BitrateAllocator::AllocateBitrates( uint32_t bitrate) { if (bitrate_observer_configs_.empty()) return ObserverAllocation(); if (bitrate_allocation_strategy_ != nullptr) { std::vector track_configs(bitrate_observer_configs_.size()); int i = 0; for (const auto& c : bitrate_observer_configs_) { track_configs[i++] = &c; } std::vector track_allocations = bitrate_allocation_strategy_->AllocateBitrates(bitrate, track_configs); // The strategy should return allocation for all tracks. RTC_CHECK(track_allocations.size() == bitrate_observer_configs_.size()); ObserverAllocation allocation; auto track_allocations_it = track_allocations.begin(); for (const auto& observer_config : bitrate_observer_configs_) { allocation[observer_config.observer] = *track_allocations_it++; } return allocation; } if (bitrate == 0) return ZeroRateAllocation(); uint32_t sum_min_bitrates = 0; uint32_t sum_max_bitrates = 0; for (const auto& observer_config : bitrate_observer_configs_) { sum_min_bitrates += observer_config.min_bitrate_bps; sum_max_bitrates += observer_config.max_bitrate_bps; } // Not enough for all observers to get an allocation, allocate according to: // enforced min bitrate -> allocated bitrate previous round -> restart paused // streams. if (!EnoughBitrateForAllObservers(bitrate, sum_min_bitrates)) return LowRateAllocation(bitrate); // All observers will get their min bitrate plus a share of the rest. This // share is allocated to each observer based on its bitrate_priority. if (bitrate <= sum_max_bitrates) return NormalRateAllocation(bitrate, sum_min_bitrates); // All observers will get up to transmission_max_bitrate_multiplier_ x max. return MaxRateAllocation(bitrate, sum_max_bitrates); } BitrateAllocator::ObserverAllocation BitrateAllocator::ZeroRateAllocation() { ObserverAllocation allocation; for (const auto& observer_config : bitrate_observer_configs_) allocation[observer_config.observer] = 0; return allocation; } BitrateAllocator::ObserverAllocation BitrateAllocator::LowRateAllocation( uint32_t bitrate) { ObserverAllocation allocation; // Start by allocating bitrate to observers enforcing a min bitrate, hence // remaining_bitrate might turn negative. int64_t remaining_bitrate = bitrate; for (const auto& observer_config : bitrate_observer_configs_) { int32_t allocated_bitrate = 0; if (observer_config.enforce_min_bitrate) allocated_bitrate = observer_config.min_bitrate_bps; allocation[observer_config.observer] = allocated_bitrate; remaining_bitrate -= allocated_bitrate; } // Allocate bitrate to all previously active streams. if (remaining_bitrate > 0) { for (const auto& observer_config : bitrate_observer_configs_) { if (observer_config.enforce_min_bitrate || observer_config.LastAllocatedBitrate() == 0) continue; uint32_t required_bitrate = observer_config.MinBitrateWithHysteresis(); if (remaining_bitrate >= required_bitrate) { allocation[observer_config.observer] = required_bitrate; remaining_bitrate -= required_bitrate; } } } // Allocate bitrate to previously paused streams. if (remaining_bitrate > 0) { for (const auto& observer_config : bitrate_observer_configs_) { if (observer_config.LastAllocatedBitrate() != 0) continue; // Add a hysteresis to avoid toggling. uint32_t required_bitrate = observer_config.MinBitrateWithHysteresis(); if (remaining_bitrate >= required_bitrate) { allocation[observer_config.observer] = required_bitrate; remaining_bitrate -= required_bitrate; } } } // Split a possible remainder evenly on all streams with an allocation. if (remaining_bitrate > 0) DistributeBitrateEvenly(remaining_bitrate, false, 1, &allocation); RTC_DCHECK_EQ(allocation.size(), bitrate_observer_configs_.size()); return allocation; } // Allocates the bitrate based on the bitrate priority of each observer. This // bitrate priority defines the priority for bitrate to be allocated to that // observer in relation to other observers. For example with two observers, if // observer 1 had a bitrate_priority = 1.0, and observer 2 has a // bitrate_priority = 2.0, the expected behavior is that observer 2 will be // allocated twice the bitrate as observer 1 above the each observer's // min_bitrate_bps values, until one of the observers hits its max_bitrate_bps. BitrateAllocator::ObserverAllocation BitrateAllocator::NormalRateAllocation( uint32_t bitrate, uint32_t sum_min_bitrates) { ObserverAllocation allocation; ObserverAllocation observers_capacities; for (const auto& observer_config : bitrate_observer_configs_) { allocation[observer_config.observer] = observer_config.min_bitrate_bps; observers_capacities[observer_config.observer] = observer_config.max_bitrate_bps - observer_config.min_bitrate_bps; } bitrate -= sum_min_bitrates; // From the remaining bitrate, allocate a proportional amount to each observer // above the min bitrate already allocated. if (bitrate > 0) DistributeBitrateRelatively(bitrate, observers_capacities, &allocation); return allocation; } BitrateAllocator::ObserverAllocation BitrateAllocator::MaxRateAllocation( uint32_t bitrate, uint32_t sum_max_bitrates) { ObserverAllocation allocation; for (const auto& observer_config : bitrate_observer_configs_) { allocation[observer_config.observer] = observer_config.max_bitrate_bps; bitrate -= observer_config.max_bitrate_bps; } DistributeBitrateEvenly(bitrate, true, transmission_max_bitrate_multiplier_, &allocation); return allocation; } uint32_t BitrateAllocator::ObserverConfig::LastAllocatedBitrate() const { // Return the configured minimum bitrate for newly added observers, to avoid // requiring an extra high bitrate for the observer to get an allocated // bitrate. return allocated_bitrate_bps == -1 ? min_bitrate_bps : allocated_bitrate_bps; } uint32_t BitrateAllocator::ObserverConfig::MinBitrateWithHysteresis() const { uint32_t min_bitrate = min_bitrate_bps; if (LastAllocatedBitrate() == 0) { min_bitrate += std::max(static_cast(kToggleFactor * min_bitrate), kMinToggleBitrateBps); } // Account for protection bitrate used by this observer in the previous // allocation. // Note: the ratio will only be updated when the stream is active, meaning a // paused stream won't get any ratio updates. This might lead to waiting a bit // longer than necessary if the network condition improves, but this is to // avoid too much toggling. if (media_ratio > 0.0 && media_ratio < 1.0) min_bitrate += min_bitrate * (1.0 - media_ratio); return min_bitrate; } void BitrateAllocator::DistributeBitrateEvenly(uint32_t bitrate, bool include_zero_allocations, int max_multiplier, ObserverAllocation* allocation) { RTC_DCHECK_EQ(allocation->size(), bitrate_observer_configs_.size()); ObserverSortingMap list_max_bitrates; for (const auto& observer_config : bitrate_observer_configs_) { if (include_zero_allocations || allocation->at(observer_config.observer) != 0) { list_max_bitrates.insert(std::pair( observer_config.max_bitrate_bps, &observer_config)); } } auto it = list_max_bitrates.begin(); while (it != list_max_bitrates.end()) { RTC_DCHECK_GT(bitrate, 0); uint32_t extra_allocation = bitrate / static_cast(list_max_bitrates.size()); uint32_t total_allocation = extra_allocation + allocation->at(it->second->observer); bitrate -= extra_allocation; if (total_allocation > max_multiplier * it->first) { // There is more than we can fit for this observer, carry over to the // remaining observers. bitrate += total_allocation - max_multiplier * it->first; total_allocation = max_multiplier * it->first; } // Finally, update the allocation for this observer. allocation->at(it->second->observer) = total_allocation; it = list_max_bitrates.erase(it); } } bool BitrateAllocator::EnoughBitrateForAllObservers(uint32_t bitrate, uint32_t sum_min_bitrates) { if (bitrate < sum_min_bitrates) return false; uint32_t extra_bitrate_per_observer = (bitrate - sum_min_bitrates) / static_cast(bitrate_observer_configs_.size()); for (const auto& observer_config : bitrate_observer_configs_) { if (observer_config.min_bitrate_bps + extra_bitrate_per_observer < observer_config.MinBitrateWithHysteresis()) { return false; } } return true; } void BitrateAllocator::DistributeBitrateRelatively( uint32_t remaining_bitrate, const ObserverAllocation& observers_capacities, ObserverAllocation* allocation) { RTC_DCHECK_EQ(allocation->size(), bitrate_observer_configs_.size()); RTC_DCHECK_EQ(observers_capacities.size(), bitrate_observer_configs_.size()); struct PriorityRateObserverConfig { PriorityRateObserverConfig(BitrateAllocatorObserver* allocation_key, uint32_t capacity_bps, double bitrate_priority) : allocation_key(allocation_key), capacity_bps(capacity_bps), bitrate_priority(bitrate_priority) {} BitrateAllocatorObserver* allocation_key; // The amount of bitrate bps that can be allocated to this observer. uint32_t capacity_bps; double bitrate_priority; // We want to sort by which observers will be allocated their full capacity // first. By dividing each observer's capacity by its bitrate priority we // are "normalizing" the capacity of an observer by the rate it will be // filled. This is because the amount allocated is based upon bitrate // priority. We allocate twice as much bitrate to an observer with twice the // bitrate priority of another. bool operator<(const PriorityRateObserverConfig& other) const { return capacity_bps / bitrate_priority < other.capacity_bps / other.bitrate_priority; } }; double bitrate_priority_sum = 0; std::vector priority_rate_observers; for (const auto& observer_config : bitrate_observer_configs_) { uint32_t capacity_bps = observers_capacities.at(observer_config.observer); priority_rate_observers.emplace_back(observer_config.observer, capacity_bps, observer_config.bitrate_priority); bitrate_priority_sum += observer_config.bitrate_priority; } // Iterate in the order observers can be allocated their full capacity. std::sort(priority_rate_observers.begin(), priority_rate_observers.end()); size_t i; for (i = 0; i < priority_rate_observers.size(); ++i) { const auto& priority_rate_observer = priority_rate_observers[i]; // We allocate the full capacity to an observer only if its relative // portion from the remaining bitrate is sufficient to allocate its full // capacity. This means we aren't greedily allocating the full capacity, but // that it is only done when there is also enough bitrate to allocate the // proportional amounts to all other observers. double observer_share = priority_rate_observer.bitrate_priority / bitrate_priority_sum; double allocation_bps = observer_share * remaining_bitrate; bool enough_bitrate = allocation_bps >= priority_rate_observer.capacity_bps; if (!enough_bitrate) break; allocation->at(priority_rate_observer.allocation_key) += priority_rate_observer.capacity_bps; remaining_bitrate -= priority_rate_observer.capacity_bps; bitrate_priority_sum -= priority_rate_observer.bitrate_priority; } // From the remaining bitrate, allocate the proportional amounts to the // observers that aren't allocated their max capacity. for (; i < priority_rate_observers.size(); ++i) { const auto& priority_rate_observer = priority_rate_observers[i]; double fraction_allocated = priority_rate_observer.bitrate_priority / bitrate_priority_sum; allocation->at(priority_rate_observer.allocation_key) += fraction_allocated * remaining_bitrate; } } } // namespace webrtc