1163 lines
42 KiB
C++
1163 lines
42 KiB
C++
/*
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* Copyright (c) 2015 The WebRTC project authors. All Rights Reserved.
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*
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* Use of this source code is governed by a BSD-style license
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* that can be found in the LICENSE file in the root of the source
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* tree. An additional intellectual property rights grant can be found
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* in the file PATENTS. All contributing project authors may
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* be found in the AUTHORS file in the root of the source tree.
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*/
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#include <stdio.h>
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#include <algorithm>
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#include <deque>
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#include <map>
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#include <sstream>
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#include <string>
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#include <vector>
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#include "testing/gtest/include/gtest/gtest.h"
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#include "webrtc/base/checks.h"
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#include "webrtc/base/event.h"
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#include "webrtc/base/format_macros.h"
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#include "webrtc/base/optional.h"
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#include "webrtc/base/timeutils.h"
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#include "webrtc/call.h"
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#include "webrtc/common_video/libyuv/include/webrtc_libyuv.h"
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#include "webrtc/modules/rtp_rtcp/include/rtp_header_parser.h"
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#include "webrtc/modules/rtp_rtcp/source/rtp_utility.h"
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#include "webrtc/system_wrappers/include/cpu_info.h"
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#include "webrtc/test/layer_filtering_transport.h"
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#include "webrtc/test/run_loop.h"
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#include "webrtc/test/statistics.h"
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#include "webrtc/test/testsupport/fileutils.h"
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#include "webrtc/test/video_renderer.h"
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#include "webrtc/video/video_quality_test.h"
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namespace webrtc {
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static const int kSendStatsPollingIntervalMs = 1000;
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static const int kPayloadTypeH264 = 122;
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static const int kPayloadTypeVP8 = 123;
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static const int kPayloadTypeVP9 = 124;
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class VideoAnalyzer : public PacketReceiver,
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public Transport,
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public rtc::VideoSinkInterface<VideoFrame>,
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public VideoCaptureInput,
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public EncodedFrameObserver {
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public:
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VideoAnalyzer(test::LayerFilteringTransport* transport,
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const std::string& test_label,
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double avg_psnr_threshold,
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double avg_ssim_threshold,
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int duration_frames,
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FILE* graph_data_output_file,
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const std::string& graph_title,
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uint32_t ssrc_to_analyze)
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: input_(nullptr),
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transport_(transport),
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receiver_(nullptr),
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send_stream_(nullptr),
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test_label_(test_label),
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graph_data_output_file_(graph_data_output_file),
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graph_title_(graph_title),
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ssrc_to_analyze_(ssrc_to_analyze),
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pre_encode_proxy_(this),
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encode_timing_proxy_(this),
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frames_to_process_(duration_frames),
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frames_recorded_(0),
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frames_processed_(0),
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dropped_frames_(0),
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dropped_frames_before_first_encode_(0),
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dropped_frames_before_rendering_(0),
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last_render_time_(0),
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rtp_timestamp_delta_(0),
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avg_psnr_threshold_(avg_psnr_threshold),
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avg_ssim_threshold_(avg_ssim_threshold),
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stats_polling_thread_(&PollStatsThread, this, "StatsPoller"),
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comparison_available_event_(false, false),
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done_(true, false) {
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// Create thread pool for CPU-expensive PSNR/SSIM calculations.
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// Try to use about as many threads as cores, but leave kMinCoresLeft alone,
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// so that we don't accidentally starve "real" worker threads (codec etc).
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// Also, don't allocate more than kMaxComparisonThreads, even if there are
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// spare cores.
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uint32_t num_cores = CpuInfo::DetectNumberOfCores();
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RTC_DCHECK_GE(num_cores, 1u);
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static const uint32_t kMinCoresLeft = 4;
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static const uint32_t kMaxComparisonThreads = 8;
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if (num_cores <= kMinCoresLeft) {
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num_cores = 1;
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} else {
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num_cores -= kMinCoresLeft;
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num_cores = std::min(num_cores, kMaxComparisonThreads);
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}
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for (uint32_t i = 0; i < num_cores; ++i) {
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rtc::PlatformThread* thread =
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new rtc::PlatformThread(&FrameComparisonThread, this, "Analyzer");
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thread->Start();
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comparison_thread_pool_.push_back(thread);
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}
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}
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~VideoAnalyzer() {
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for (rtc::PlatformThread* thread : comparison_thread_pool_) {
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thread->Stop();
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delete thread;
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}
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}
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virtual void SetReceiver(PacketReceiver* receiver) { receiver_ = receiver; }
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DeliveryStatus DeliverPacket(MediaType media_type,
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const uint8_t* packet,
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size_t length,
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const PacketTime& packet_time) override {
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// Ignore timestamps of RTCP packets. They're not synchronized with
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// RTP packet timestamps and so they would confuse wrap_handler_.
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if (RtpHeaderParser::IsRtcp(packet, length)) {
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return receiver_->DeliverPacket(media_type, packet, length, packet_time);
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}
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RtpUtility::RtpHeaderParser parser(packet, length);
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RTPHeader header;
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parser.Parse(&header);
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{
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rtc::CritScope lock(&crit_);
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int64_t timestamp =
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wrap_handler_.Unwrap(header.timestamp - rtp_timestamp_delta_);
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recv_times_[timestamp] =
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Clock::GetRealTimeClock()->CurrentNtpInMilliseconds();
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}
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return receiver_->DeliverPacket(media_type, packet, length, packet_time);
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}
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void MeasuredEncodeTiming(int64_t ntp_time_ms, int encode_time_ms) {
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rtc::CritScope crit(&comparison_lock_);
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samples_encode_time_ms_[ntp_time_ms] = encode_time_ms;
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}
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void IncomingCapturedFrame(const VideoFrame& video_frame) override {
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VideoFrame copy = video_frame;
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copy.set_timestamp(copy.ntp_time_ms() * 90);
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{
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rtc::CritScope lock(&crit_);
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frames_.push_back(copy);
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}
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input_->IncomingCapturedFrame(video_frame);
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}
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void PreEncodeOnFrame(const VideoFrame& video_frame) {
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rtc::CritScope lock(&crit_);
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if (!first_send_timestamp_ && rtp_timestamp_delta_ == 0) {
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while (frames_.front().timestamp() != video_frame.timestamp()) {
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++dropped_frames_before_first_encode_;
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frames_.pop_front();
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RTC_CHECK(!frames_.empty());
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}
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first_send_timestamp_ = rtc::Optional<uint32_t>(video_frame.timestamp());
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}
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}
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bool SendRtp(const uint8_t* packet,
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size_t length,
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const PacketOptions& options) override {
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RtpUtility::RtpHeaderParser parser(packet, length);
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RTPHeader header;
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parser.Parse(&header);
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int64_t current_time =
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Clock::GetRealTimeClock()->CurrentNtpInMilliseconds();
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bool result = transport_->SendRtp(packet, length, options);
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{
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rtc::CritScope lock(&crit_);
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if (rtp_timestamp_delta_ == 0) {
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rtp_timestamp_delta_ = header.timestamp - *first_send_timestamp_;
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first_send_timestamp_ = rtc::Optional<uint32_t>();
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}
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int64_t timestamp =
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wrap_handler_.Unwrap(header.timestamp - rtp_timestamp_delta_);
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send_times_[timestamp] = current_time;
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if (!transport_->DiscardedLastPacket() &&
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header.ssrc == ssrc_to_analyze_) {
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encoded_frame_sizes_[timestamp] +=
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length - (header.headerLength + header.paddingLength);
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}
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}
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return result;
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}
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bool SendRtcp(const uint8_t* packet, size_t length) override {
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return transport_->SendRtcp(packet, length);
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}
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void EncodedFrameCallback(const EncodedFrame& frame) override {
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rtc::CritScope lock(&comparison_lock_);
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if (frames_recorded_ < frames_to_process_)
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encoded_frame_size_.AddSample(frame.length_);
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}
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void OnFrame(const VideoFrame& video_frame) override {
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int64_t render_time_ms =
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Clock::GetRealTimeClock()->CurrentNtpInMilliseconds();
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rtc::CritScope lock(&crit_);
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int64_t send_timestamp =
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wrap_handler_.Unwrap(video_frame.timestamp() - rtp_timestamp_delta_);
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while (wrap_handler_.Unwrap(frames_.front().timestamp()) < send_timestamp) {
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if (!last_rendered_frame_) {
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// No previous frame rendered, this one was dropped after sending but
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// before rendering.
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++dropped_frames_before_rendering_;
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frames_.pop_front();
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RTC_CHECK(!frames_.empty());
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continue;
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}
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AddFrameComparison(frames_.front(), *last_rendered_frame_, true,
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render_time_ms);
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frames_.pop_front();
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RTC_DCHECK(!frames_.empty());
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}
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VideoFrame reference_frame = frames_.front();
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frames_.pop_front();
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int64_t reference_timestamp =
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wrap_handler_.Unwrap(reference_frame.timestamp());
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if (send_timestamp == reference_timestamp - 1) {
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// TODO(ivica): Make this work for > 2 streams.
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// Look at RTPSender::BuildRTPHeader.
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++send_timestamp;
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}
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ASSERT_EQ(reference_timestamp, send_timestamp);
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AddFrameComparison(reference_frame, video_frame, false, render_time_ms);
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last_rendered_frame_ = rtc::Optional<VideoFrame>(video_frame);
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}
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void Wait() {
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// Frame comparisons can be very expensive. Wait for test to be done, but
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// at time-out check if frames_processed is going up. If so, give it more
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// time, otherwise fail. Hopefully this will reduce test flakiness.
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stats_polling_thread_.Start();
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int last_frames_processed = -1;
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int iteration = 0;
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while (!done_.Wait(VideoQualityTest::kDefaultTimeoutMs)) {
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int frames_processed;
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{
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rtc::CritScope crit(&comparison_lock_);
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frames_processed = frames_processed_;
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}
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// Print some output so test infrastructure won't think we've crashed.
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const char* kKeepAliveMessages[3] = {
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"Uh, I'm-I'm not quite dead, sir.",
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"Uh, I-I think uh, I could pull through, sir.",
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"Actually, I think I'm all right to come with you--"};
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printf("- %s\n", kKeepAliveMessages[iteration++ % 3]);
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if (last_frames_processed == -1) {
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last_frames_processed = frames_processed;
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continue;
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}
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if (frames_processed == last_frames_processed) {
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EXPECT_GT(frames_processed, last_frames_processed)
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<< "Analyzer stalled while waiting for test to finish.";
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done_.Set();
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break;
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}
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last_frames_processed = frames_processed;
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}
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if (iteration > 0)
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printf("- Farewell, sweet Concorde!\n");
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stats_polling_thread_.Stop();
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}
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rtc::VideoSinkInterface<VideoFrame>* pre_encode_proxy() {
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return &pre_encode_proxy_;
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}
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EncodedFrameObserver* encode_timing_proxy() { return &encode_timing_proxy_; }
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VideoCaptureInput* input_;
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test::LayerFilteringTransport* const transport_;
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PacketReceiver* receiver_;
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VideoSendStream* send_stream_;
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private:
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struct FrameComparison {
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FrameComparison()
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: dropped(false),
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send_time_ms(0),
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recv_time_ms(0),
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render_time_ms(0),
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encoded_frame_size(0) {}
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FrameComparison(const VideoFrame& reference,
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const VideoFrame& render,
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bool dropped,
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int64_t send_time_ms,
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int64_t recv_time_ms,
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int64_t render_time_ms,
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size_t encoded_frame_size)
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: reference(reference),
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render(render),
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dropped(dropped),
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send_time_ms(send_time_ms),
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recv_time_ms(recv_time_ms),
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render_time_ms(render_time_ms),
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encoded_frame_size(encoded_frame_size) {}
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VideoFrame reference;
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VideoFrame render;
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bool dropped;
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int64_t send_time_ms;
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int64_t recv_time_ms;
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int64_t render_time_ms;
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size_t encoded_frame_size;
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};
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struct Sample {
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Sample(int dropped,
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int64_t input_time_ms,
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int64_t send_time_ms,
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int64_t recv_time_ms,
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int64_t render_time_ms,
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size_t encoded_frame_size,
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double psnr,
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double ssim)
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: dropped(dropped),
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input_time_ms(input_time_ms),
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send_time_ms(send_time_ms),
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recv_time_ms(recv_time_ms),
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render_time_ms(render_time_ms),
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encoded_frame_size(encoded_frame_size),
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psnr(psnr),
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ssim(ssim) {}
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int dropped;
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int64_t input_time_ms;
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int64_t send_time_ms;
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int64_t recv_time_ms;
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int64_t render_time_ms;
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size_t encoded_frame_size;
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double psnr;
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double ssim;
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};
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// This class receives the send-side OnEncodeTiming and is provided to not
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// conflict with the receiver-side pre_decode_callback.
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class OnEncodeTimingProxy : public EncodedFrameObserver {
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public:
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explicit OnEncodeTimingProxy(VideoAnalyzer* parent) : parent_(parent) {}
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void OnEncodeTiming(int64_t ntp_time_ms, int encode_time_ms) override {
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parent_->MeasuredEncodeTiming(ntp_time_ms, encode_time_ms);
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}
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void EncodedFrameCallback(const EncodedFrame& frame) override {}
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private:
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VideoAnalyzer* const parent_;
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};
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// This class receives the send-side OnFrame callback and is provided to not
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// conflict with the receiver-side renderer callback.
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class PreEncodeProxy : public rtc::VideoSinkInterface<VideoFrame> {
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public:
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explicit PreEncodeProxy(VideoAnalyzer* parent) : parent_(parent) {}
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void OnFrame(const VideoFrame& video_frame) override {
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parent_->PreEncodeOnFrame(video_frame);
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}
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private:
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VideoAnalyzer* const parent_;
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};
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void AddFrameComparison(const VideoFrame& reference,
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const VideoFrame& render,
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bool dropped,
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int64_t render_time_ms)
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EXCLUSIVE_LOCKS_REQUIRED(crit_) {
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int64_t reference_timestamp = wrap_handler_.Unwrap(reference.timestamp());
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int64_t send_time_ms = send_times_[reference_timestamp];
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send_times_.erase(reference_timestamp);
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int64_t recv_time_ms = recv_times_[reference_timestamp];
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recv_times_.erase(reference_timestamp);
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// TODO(ivica): Make this work for > 2 streams.
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auto it = encoded_frame_sizes_.find(reference_timestamp);
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if (it == encoded_frame_sizes_.end())
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it = encoded_frame_sizes_.find(reference_timestamp - 1);
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size_t encoded_size = it == encoded_frame_sizes_.end() ? 0 : it->second;
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if (it != encoded_frame_sizes_.end())
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encoded_frame_sizes_.erase(it);
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VideoFrame reference_copy;
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VideoFrame render_copy;
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reference_copy.CopyFrame(reference);
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render_copy.CopyFrame(render);
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rtc::CritScope crit(&comparison_lock_);
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comparisons_.push_back(FrameComparison(reference_copy, render_copy, dropped,
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send_time_ms, recv_time_ms,
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render_time_ms, encoded_size));
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comparison_available_event_.Set();
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}
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static bool PollStatsThread(void* obj) {
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return static_cast<VideoAnalyzer*>(obj)->PollStats();
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}
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bool PollStats() {
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if (done_.Wait(kSendStatsPollingIntervalMs))
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return false;
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VideoSendStream::Stats stats = send_stream_->GetStats();
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rtc::CritScope crit(&comparison_lock_);
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// It's not certain that we yet have estimates for any of these stats. Check
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// that they are positive before mixing them in.
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if (stats.encode_frame_rate > 0)
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encode_frame_rate_.AddSample(stats.encode_frame_rate);
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if (stats.avg_encode_time_ms > 0)
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encode_time_ms.AddSample(stats.avg_encode_time_ms);
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if (stats.encode_usage_percent > 0)
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encode_usage_percent.AddSample(stats.encode_usage_percent);
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if (stats.media_bitrate_bps > 0)
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media_bitrate_bps.AddSample(stats.media_bitrate_bps);
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return true;
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}
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static bool FrameComparisonThread(void* obj) {
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return static_cast<VideoAnalyzer*>(obj)->CompareFrames();
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}
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bool CompareFrames() {
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if (AllFramesRecorded())
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return false;
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VideoFrame reference;
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VideoFrame render;
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FrameComparison comparison;
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if (!PopComparison(&comparison)) {
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// Wait until new comparison task is available, or test is done.
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// If done, wake up remaining threads waiting.
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comparison_available_event_.Wait(1000);
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if (AllFramesRecorded()) {
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comparison_available_event_.Set();
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return false;
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}
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return true; // Try again.
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}
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PerformFrameComparison(comparison);
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if (FrameProcessed()) {
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PrintResults();
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if (graph_data_output_file_)
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PrintSamplesToFile();
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done_.Set();
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comparison_available_event_.Set();
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return false;
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}
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return true;
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}
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bool PopComparison(FrameComparison* comparison) {
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rtc::CritScope crit(&comparison_lock_);
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// If AllFramesRecorded() is true, it means we have already popped
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// frames_to_process_ frames from comparisons_, so there is no more work
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// for this thread to be done. frames_processed_ might still be lower if
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// all comparisons are not done, but those frames are currently being
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// worked on by other threads.
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if (comparisons_.empty() || AllFramesRecorded())
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return false;
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*comparison = comparisons_.front();
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comparisons_.pop_front();
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FrameRecorded();
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return true;
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}
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// Increment counter for number of frames received for comparison.
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void FrameRecorded() {
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rtc::CritScope crit(&comparison_lock_);
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++frames_recorded_;
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}
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// Returns true if all frames to be compared have been taken from the queue.
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bool AllFramesRecorded() {
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rtc::CritScope crit(&comparison_lock_);
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assert(frames_recorded_ <= frames_to_process_);
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return frames_recorded_ == frames_to_process_;
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|
}
|
|
|
|
// Increase count of number of frames processed. Returns true if this was the
|
|
// last frame to be processed.
|
|
bool FrameProcessed() {
|
|
rtc::CritScope crit(&comparison_lock_);
|
|
++frames_processed_;
|
|
assert(frames_processed_ <= frames_to_process_);
|
|
return frames_processed_ == frames_to_process_;
|
|
}
|
|
|
|
void PrintResults() {
|
|
rtc::CritScope crit(&comparison_lock_);
|
|
PrintResult("psnr", psnr_, " dB");
|
|
PrintResult("ssim", ssim_, " score");
|
|
PrintResult("sender_time", sender_time_, " ms");
|
|
PrintResult("receiver_time", receiver_time_, " ms");
|
|
PrintResult("total_delay_incl_network", end_to_end_, " ms");
|
|
PrintResult("time_between_rendered_frames", rendered_delta_, " ms");
|
|
PrintResult("encoded_frame_size", encoded_frame_size_, " bytes");
|
|
PrintResult("encode_frame_rate", encode_frame_rate_, " fps");
|
|
PrintResult("encode_time", encode_time_ms, " ms");
|
|
PrintResult("encode_usage_percent", encode_usage_percent, " percent");
|
|
PrintResult("media_bitrate", media_bitrate_bps, " bps");
|
|
|
|
printf("RESULT dropped_frames: %s = %d frames\n", test_label_.c_str(),
|
|
dropped_frames_);
|
|
printf("RESULT dropped_frames_before_first_encode: %s = %d frames\n",
|
|
test_label_.c_str(), dropped_frames_before_first_encode_);
|
|
printf("RESULT dropped_frames_before_rendering: %s = %d frames\n",
|
|
test_label_.c_str(), dropped_frames_before_rendering_);
|
|
|
|
EXPECT_GT(psnr_.Mean(), avg_psnr_threshold_);
|
|
EXPECT_GT(ssim_.Mean(), avg_ssim_threshold_);
|
|
}
|
|
|
|
void PerformFrameComparison(const FrameComparison& comparison) {
|
|
// Perform expensive psnr and ssim calculations while not holding lock.
|
|
double psnr = I420PSNR(&comparison.reference, &comparison.render);
|
|
double ssim = I420SSIM(&comparison.reference, &comparison.render);
|
|
|
|
int64_t input_time_ms = comparison.reference.ntp_time_ms();
|
|
|
|
rtc::CritScope crit(&comparison_lock_);
|
|
if (graph_data_output_file_) {
|
|
samples_.push_back(
|
|
Sample(comparison.dropped, input_time_ms, comparison.send_time_ms,
|
|
comparison.recv_time_ms, comparison.render_time_ms,
|
|
comparison.encoded_frame_size, psnr, ssim));
|
|
}
|
|
psnr_.AddSample(psnr);
|
|
ssim_.AddSample(ssim);
|
|
|
|
if (comparison.dropped) {
|
|
++dropped_frames_;
|
|
return;
|
|
}
|
|
if (last_render_time_ != 0)
|
|
rendered_delta_.AddSample(comparison.render_time_ms - last_render_time_);
|
|
last_render_time_ = comparison.render_time_ms;
|
|
|
|
sender_time_.AddSample(comparison.send_time_ms - input_time_ms);
|
|
receiver_time_.AddSample(comparison.render_time_ms -
|
|
comparison.recv_time_ms);
|
|
end_to_end_.AddSample(comparison.render_time_ms - input_time_ms);
|
|
encoded_frame_size_.AddSample(comparison.encoded_frame_size);
|
|
}
|
|
|
|
void PrintResult(const char* result_type,
|
|
test::Statistics stats,
|
|
const char* unit) {
|
|
printf("RESULT %s: %s = {%f, %f}%s\n",
|
|
result_type,
|
|
test_label_.c_str(),
|
|
stats.Mean(),
|
|
stats.StandardDeviation(),
|
|
unit);
|
|
}
|
|
|
|
void PrintSamplesToFile(void) {
|
|
FILE* out = graph_data_output_file_;
|
|
rtc::CritScope crit(&comparison_lock_);
|
|
std::sort(samples_.begin(), samples_.end(),
|
|
[](const Sample& A, const Sample& B) -> bool {
|
|
return A.input_time_ms < B.input_time_ms;
|
|
});
|
|
|
|
fprintf(out, "%s\n", graph_title_.c_str());
|
|
fprintf(out, "%" PRIuS "\n", samples_.size());
|
|
fprintf(out,
|
|
"dropped "
|
|
"input_time_ms "
|
|
"send_time_ms "
|
|
"recv_time_ms "
|
|
"render_time_ms "
|
|
"encoded_frame_size "
|
|
"psnr "
|
|
"ssim "
|
|
"encode_time_ms\n");
|
|
int missing_encode_time_samples = 0;
|
|
for (const Sample& sample : samples_) {
|
|
auto it = samples_encode_time_ms_.find(sample.input_time_ms);
|
|
int encode_time_ms;
|
|
if (it != samples_encode_time_ms_.end()) {
|
|
encode_time_ms = it->second;
|
|
} else {
|
|
++missing_encode_time_samples;
|
|
encode_time_ms = -1;
|
|
}
|
|
fprintf(out, "%d %" PRId64 " %" PRId64 " %" PRId64 " %" PRId64 " %" PRIuS
|
|
" %lf %lf %d\n",
|
|
sample.dropped, sample.input_time_ms, sample.send_time_ms,
|
|
sample.recv_time_ms, sample.render_time_ms,
|
|
sample.encoded_frame_size, sample.psnr, sample.ssim,
|
|
encode_time_ms);
|
|
}
|
|
if (missing_encode_time_samples) {
|
|
fprintf(stderr,
|
|
"Warning: Missing encode_time_ms samples for %d frame(s).\n",
|
|
missing_encode_time_samples);
|
|
}
|
|
}
|
|
|
|
const std::string test_label_;
|
|
FILE* const graph_data_output_file_;
|
|
const std::string graph_title_;
|
|
const uint32_t ssrc_to_analyze_;
|
|
PreEncodeProxy pre_encode_proxy_;
|
|
OnEncodeTimingProxy encode_timing_proxy_;
|
|
std::vector<Sample> samples_ GUARDED_BY(comparison_lock_);
|
|
std::map<int64_t, int> samples_encode_time_ms_ GUARDED_BY(comparison_lock_);
|
|
test::Statistics sender_time_ GUARDED_BY(comparison_lock_);
|
|
test::Statistics receiver_time_ GUARDED_BY(comparison_lock_);
|
|
test::Statistics psnr_ GUARDED_BY(comparison_lock_);
|
|
test::Statistics ssim_ GUARDED_BY(comparison_lock_);
|
|
test::Statistics end_to_end_ GUARDED_BY(comparison_lock_);
|
|
test::Statistics rendered_delta_ GUARDED_BY(comparison_lock_);
|
|
test::Statistics encoded_frame_size_ GUARDED_BY(comparison_lock_);
|
|
test::Statistics encode_frame_rate_ GUARDED_BY(comparison_lock_);
|
|
test::Statistics encode_time_ms GUARDED_BY(comparison_lock_);
|
|
test::Statistics encode_usage_percent GUARDED_BY(comparison_lock_);
|
|
test::Statistics media_bitrate_bps GUARDED_BY(comparison_lock_);
|
|
|
|
const int frames_to_process_;
|
|
int frames_recorded_;
|
|
int frames_processed_;
|
|
int dropped_frames_;
|
|
int dropped_frames_before_first_encode_;
|
|
int dropped_frames_before_rendering_;
|
|
int64_t last_render_time_;
|
|
uint32_t rtp_timestamp_delta_;
|
|
|
|
rtc::CriticalSection crit_;
|
|
std::deque<VideoFrame> frames_ GUARDED_BY(crit_);
|
|
rtc::Optional<VideoFrame> last_rendered_frame_ GUARDED_BY(crit_);
|
|
rtc::TimestampWrapAroundHandler wrap_handler_ GUARDED_BY(crit_);
|
|
std::map<int64_t, int64_t> send_times_ GUARDED_BY(crit_);
|
|
std::map<int64_t, int64_t> recv_times_ GUARDED_BY(crit_);
|
|
std::map<int64_t, size_t> encoded_frame_sizes_ GUARDED_BY(crit_);
|
|
rtc::Optional<uint32_t> first_send_timestamp_ GUARDED_BY(crit_);
|
|
const double avg_psnr_threshold_;
|
|
const double avg_ssim_threshold_;
|
|
|
|
rtc::CriticalSection comparison_lock_;
|
|
std::vector<rtc::PlatformThread*> comparison_thread_pool_;
|
|
rtc::PlatformThread stats_polling_thread_;
|
|
rtc::Event comparison_available_event_;
|
|
std::deque<FrameComparison> comparisons_ GUARDED_BY(comparison_lock_);
|
|
rtc::Event done_;
|
|
};
|
|
|
|
VideoQualityTest::VideoQualityTest() : clock_(Clock::GetRealTimeClock()) {}
|
|
|
|
void VideoQualityTest::TestBody() {}
|
|
|
|
std::string VideoQualityTest::GenerateGraphTitle() const {
|
|
std::stringstream ss;
|
|
ss << params_.common.codec;
|
|
ss << " (" << params_.common.target_bitrate_bps / 1000 << "kbps";
|
|
ss << ", " << params_.common.fps << " FPS";
|
|
if (params_.screenshare.scroll_duration)
|
|
ss << ", " << params_.screenshare.scroll_duration << "s scroll";
|
|
if (params_.ss.streams.size() > 1)
|
|
ss << ", Stream #" << params_.ss.selected_stream;
|
|
if (params_.ss.num_spatial_layers > 1)
|
|
ss << ", Layer #" << params_.ss.selected_sl;
|
|
ss << ")";
|
|
return ss.str();
|
|
}
|
|
|
|
void VideoQualityTest::CheckParams() {
|
|
// Add a default stream in none specified.
|
|
if (params_.ss.streams.empty())
|
|
params_.ss.streams.push_back(VideoQualityTest::DefaultVideoStream(params_));
|
|
if (params_.ss.num_spatial_layers == 0)
|
|
params_.ss.num_spatial_layers = 1;
|
|
|
|
if (params_.pipe.loss_percent != 0 ||
|
|
params_.pipe.queue_length_packets != 0) {
|
|
// Since LayerFilteringTransport changes the sequence numbers, we can't
|
|
// use that feature with pack loss, since the NACK request would end up
|
|
// retransmitting the wrong packets.
|
|
RTC_CHECK(params_.ss.selected_sl == -1 ||
|
|
params_.ss.selected_sl == params_.ss.num_spatial_layers - 1);
|
|
RTC_CHECK(params_.common.selected_tl == -1 ||
|
|
params_.common.selected_tl ==
|
|
params_.common.num_temporal_layers - 1);
|
|
}
|
|
|
|
// TODO(ivica): Should max_bitrate_bps == -1 represent inf max bitrate, as it
|
|
// does in some parts of the code?
|
|
RTC_CHECK_GE(params_.common.max_bitrate_bps,
|
|
params_.common.target_bitrate_bps);
|
|
RTC_CHECK_GE(params_.common.target_bitrate_bps,
|
|
params_.common.min_bitrate_bps);
|
|
RTC_CHECK_LT(params_.common.selected_tl, params_.common.num_temporal_layers);
|
|
RTC_CHECK_LT(params_.ss.selected_stream, params_.ss.streams.size());
|
|
for (const VideoStream& stream : params_.ss.streams) {
|
|
RTC_CHECK_GE(stream.min_bitrate_bps, 0);
|
|
RTC_CHECK_GE(stream.target_bitrate_bps, stream.min_bitrate_bps);
|
|
RTC_CHECK_GE(stream.max_bitrate_bps, stream.target_bitrate_bps);
|
|
RTC_CHECK_EQ(static_cast<int>(stream.temporal_layer_thresholds_bps.size()),
|
|
params_.common.num_temporal_layers - 1);
|
|
}
|
|
// TODO(ivica): Should we check if the sum of all streams/layers is equal to
|
|
// the total bitrate? We anyway have to update them in the case bitrate
|
|
// estimator changes the total bitrates.
|
|
RTC_CHECK_GE(params_.ss.num_spatial_layers, 1);
|
|
RTC_CHECK_LE(params_.ss.selected_sl, params_.ss.num_spatial_layers);
|
|
RTC_CHECK(params_.ss.spatial_layers.empty() ||
|
|
params_.ss.spatial_layers.size() ==
|
|
static_cast<size_t>(params_.ss.num_spatial_layers));
|
|
if (params_.common.codec == "VP8") {
|
|
RTC_CHECK_EQ(params_.ss.num_spatial_layers, 1);
|
|
} else if (params_.common.codec == "VP9") {
|
|
RTC_CHECK_EQ(params_.ss.streams.size(), 1u);
|
|
}
|
|
}
|
|
|
|
// Static.
|
|
std::vector<int> VideoQualityTest::ParseCSV(const std::string& str) {
|
|
// Parse comma separated nonnegative integers, where some elements may be
|
|
// empty. The empty values are replaced with -1.
|
|
// E.g. "10,-20,,30,40" --> {10, 20, -1, 30,40}
|
|
// E.g. ",,10,,20," --> {-1, -1, 10, -1, 20, -1}
|
|
std::vector<int> result;
|
|
if (str.empty())
|
|
return result;
|
|
|
|
const char* p = str.c_str();
|
|
int value = -1;
|
|
int pos;
|
|
while (*p) {
|
|
if (*p == ',') {
|
|
result.push_back(value);
|
|
value = -1;
|
|
++p;
|
|
continue;
|
|
}
|
|
RTC_CHECK_EQ(sscanf(p, "%d%n", &value, &pos), 1)
|
|
<< "Unexpected non-number value.";
|
|
p += pos;
|
|
}
|
|
result.push_back(value);
|
|
return result;
|
|
}
|
|
|
|
// Static.
|
|
VideoStream VideoQualityTest::DefaultVideoStream(const Params& params) {
|
|
VideoStream stream;
|
|
stream.width = params.common.width;
|
|
stream.height = params.common.height;
|
|
stream.max_framerate = params.common.fps;
|
|
stream.min_bitrate_bps = params.common.min_bitrate_bps;
|
|
stream.target_bitrate_bps = params.common.target_bitrate_bps;
|
|
stream.max_bitrate_bps = params.common.max_bitrate_bps;
|
|
stream.max_qp = 52;
|
|
if (params.common.num_temporal_layers == 2)
|
|
stream.temporal_layer_thresholds_bps.push_back(stream.target_bitrate_bps);
|
|
return stream;
|
|
}
|
|
|
|
// Static.
|
|
void VideoQualityTest::FillScalabilitySettings(
|
|
Params* params,
|
|
const std::vector<std::string>& stream_descriptors,
|
|
size_t selected_stream,
|
|
int num_spatial_layers,
|
|
int selected_sl,
|
|
const std::vector<std::string>& sl_descriptors) {
|
|
// Read VideoStream and SpatialLayer elements from a list of comma separated
|
|
// lists. To use a default value for an element, use -1 or leave empty.
|
|
// Validity checks performed in CheckParams.
|
|
|
|
RTC_CHECK(params->ss.streams.empty());
|
|
for (auto descriptor : stream_descriptors) {
|
|
if (descriptor.empty())
|
|
continue;
|
|
VideoStream stream = VideoQualityTest::DefaultVideoStream(*params);
|
|
std::vector<int> v = VideoQualityTest::ParseCSV(descriptor);
|
|
if (v[0] != -1)
|
|
stream.width = static_cast<size_t>(v[0]);
|
|
if (v[1] != -1)
|
|
stream.height = static_cast<size_t>(v[1]);
|
|
if (v[2] != -1)
|
|
stream.max_framerate = v[2];
|
|
if (v[3] != -1)
|
|
stream.min_bitrate_bps = v[3];
|
|
if (v[4] != -1)
|
|
stream.target_bitrate_bps = v[4];
|
|
if (v[5] != -1)
|
|
stream.max_bitrate_bps = v[5];
|
|
if (v.size() > 6 && v[6] != -1)
|
|
stream.max_qp = v[6];
|
|
if (v.size() > 7) {
|
|
stream.temporal_layer_thresholds_bps.clear();
|
|
stream.temporal_layer_thresholds_bps.insert(
|
|
stream.temporal_layer_thresholds_bps.end(), v.begin() + 7, v.end());
|
|
} else {
|
|
// Automatic TL thresholds for more than two layers not supported.
|
|
RTC_CHECK_LE(params->common.num_temporal_layers, 2);
|
|
}
|
|
params->ss.streams.push_back(stream);
|
|
}
|
|
params->ss.selected_stream = selected_stream;
|
|
|
|
params->ss.num_spatial_layers = num_spatial_layers ? num_spatial_layers : 1;
|
|
params->ss.selected_sl = selected_sl;
|
|
RTC_CHECK(params->ss.spatial_layers.empty());
|
|
for (auto descriptor : sl_descriptors) {
|
|
if (descriptor.empty())
|
|
continue;
|
|
std::vector<int> v = VideoQualityTest::ParseCSV(descriptor);
|
|
RTC_CHECK_GT(v[2], 0);
|
|
|
|
SpatialLayer layer;
|
|
layer.scaling_factor_num = v[0] == -1 ? 1 : v[0];
|
|
layer.scaling_factor_den = v[1] == -1 ? 1 : v[1];
|
|
layer.target_bitrate_bps = v[2];
|
|
params->ss.spatial_layers.push_back(layer);
|
|
}
|
|
}
|
|
|
|
void VideoQualityTest::SetupCommon(Transport* send_transport,
|
|
Transport* recv_transport) {
|
|
if (params_.logs)
|
|
trace_to_stderr_.reset(new test::TraceToStderr);
|
|
|
|
size_t num_streams = params_.ss.streams.size();
|
|
CreateSendConfig(num_streams, 0, send_transport);
|
|
|
|
int payload_type;
|
|
if (params_.common.codec == "H264") {
|
|
encoder_.reset(VideoEncoder::Create(VideoEncoder::kH264));
|
|
payload_type = kPayloadTypeH264;
|
|
} else if (params_.common.codec == "VP8") {
|
|
encoder_.reset(VideoEncoder::Create(VideoEncoder::kVp8));
|
|
payload_type = kPayloadTypeVP8;
|
|
} else if (params_.common.codec == "VP9") {
|
|
encoder_.reset(VideoEncoder::Create(VideoEncoder::kVp9));
|
|
payload_type = kPayloadTypeVP9;
|
|
} else {
|
|
RTC_NOTREACHED() << "Codec not supported!";
|
|
return;
|
|
}
|
|
video_send_config_.encoder_settings.encoder = encoder_.get();
|
|
video_send_config_.encoder_settings.payload_name = params_.common.codec;
|
|
video_send_config_.encoder_settings.payload_type = payload_type;
|
|
video_send_config_.rtp.nack.rtp_history_ms = kNackRtpHistoryMs;
|
|
video_send_config_.rtp.rtx.payload_type = kSendRtxPayloadType;
|
|
for (size_t i = 0; i < num_streams; ++i)
|
|
video_send_config_.rtp.rtx.ssrcs.push_back(kSendRtxSsrcs[i]);
|
|
|
|
video_send_config_.rtp.extensions.clear();
|
|
if (params_.common.send_side_bwe) {
|
|
video_send_config_.rtp.extensions.push_back(
|
|
RtpExtension(RtpExtension::kTransportSequenceNumberUri,
|
|
test::kTransportSequenceNumberExtensionId));
|
|
} else {
|
|
video_send_config_.rtp.extensions.push_back(RtpExtension(
|
|
RtpExtension::kAbsSendTimeUri, test::kAbsSendTimeExtensionId));
|
|
}
|
|
|
|
video_encoder_config_.min_transmit_bitrate_bps =
|
|
params_.common.min_transmit_bps;
|
|
video_encoder_config_.streams = params_.ss.streams;
|
|
video_encoder_config_.spatial_layers = params_.ss.spatial_layers;
|
|
|
|
CreateMatchingReceiveConfigs(recv_transport);
|
|
|
|
for (size_t i = 0; i < num_streams; ++i) {
|
|
video_receive_configs_[i].rtp.nack.rtp_history_ms = kNackRtpHistoryMs;
|
|
video_receive_configs_[i].rtp.rtx[payload_type].ssrc = kSendRtxSsrcs[i];
|
|
video_receive_configs_[i].rtp.rtx[payload_type].payload_type =
|
|
kSendRtxPayloadType;
|
|
video_receive_configs_[i].rtp.transport_cc = params_.common.send_side_bwe;
|
|
}
|
|
}
|
|
|
|
void VideoQualityTest::SetupScreenshare() {
|
|
RTC_CHECK(params_.screenshare.enabled);
|
|
|
|
// Fill out codec settings.
|
|
video_encoder_config_.content_type = VideoEncoderConfig::ContentType::kScreen;
|
|
if (params_.common.codec == "VP8") {
|
|
codec_settings_.VP8 = VideoEncoder::GetDefaultVp8Settings();
|
|
codec_settings_.VP8.denoisingOn = false;
|
|
codec_settings_.VP8.frameDroppingOn = false;
|
|
codec_settings_.VP8.numberOfTemporalLayers =
|
|
static_cast<unsigned char>(params_.common.num_temporal_layers);
|
|
video_encoder_config_.encoder_specific_settings = &codec_settings_.VP8;
|
|
} else if (params_.common.codec == "VP9") {
|
|
codec_settings_.VP9 = VideoEncoder::GetDefaultVp9Settings();
|
|
codec_settings_.VP9.denoisingOn = false;
|
|
codec_settings_.VP9.frameDroppingOn = false;
|
|
codec_settings_.VP9.numberOfTemporalLayers =
|
|
static_cast<unsigned char>(params_.common.num_temporal_layers);
|
|
video_encoder_config_.encoder_specific_settings = &codec_settings_.VP9;
|
|
codec_settings_.VP9.numberOfSpatialLayers =
|
|
static_cast<unsigned char>(params_.ss.num_spatial_layers);
|
|
}
|
|
|
|
// Setup frame generator.
|
|
const size_t kWidth = 1850;
|
|
const size_t kHeight = 1110;
|
|
std::vector<std::string> slides;
|
|
slides.push_back(test::ResourcePath("web_screenshot_1850_1110", "yuv"));
|
|
slides.push_back(test::ResourcePath("presentation_1850_1110", "yuv"));
|
|
slides.push_back(test::ResourcePath("photo_1850_1110", "yuv"));
|
|
slides.push_back(test::ResourcePath("difficult_photo_1850_1110", "yuv"));
|
|
|
|
if (params_.screenshare.scroll_duration == 0) {
|
|
// Cycle image every slide_change_interval seconds.
|
|
frame_generator_.reset(test::FrameGenerator::CreateFromYuvFile(
|
|
slides, kWidth, kHeight,
|
|
params_.screenshare.slide_change_interval * params_.common.fps));
|
|
} else {
|
|
RTC_CHECK_LE(params_.common.width, kWidth);
|
|
RTC_CHECK_LE(params_.common.height, kHeight);
|
|
RTC_CHECK_GT(params_.screenshare.slide_change_interval, 0);
|
|
const int kPauseDurationMs = (params_.screenshare.slide_change_interval -
|
|
params_.screenshare.scroll_duration) *
|
|
1000;
|
|
RTC_CHECK_LE(params_.screenshare.scroll_duration,
|
|
params_.screenshare.slide_change_interval);
|
|
|
|
frame_generator_.reset(
|
|
test::FrameGenerator::CreateScrollingInputFromYuvFiles(
|
|
clock_, slides, kWidth, kHeight, params_.common.width,
|
|
params_.common.height, params_.screenshare.scroll_duration * 1000,
|
|
kPauseDurationMs));
|
|
}
|
|
}
|
|
|
|
void VideoQualityTest::CreateCapturer(VideoCaptureInput* input) {
|
|
if (params_.screenshare.enabled) {
|
|
test::FrameGeneratorCapturer* frame_generator_capturer =
|
|
new test::FrameGeneratorCapturer(
|
|
clock_, input, frame_generator_.release(), params_.common.fps);
|
|
EXPECT_TRUE(frame_generator_capturer->Init());
|
|
capturer_.reset(frame_generator_capturer);
|
|
} else {
|
|
if (params_.video.clip_name.empty()) {
|
|
capturer_.reset(test::VideoCapturer::Create(input, params_.common.width,
|
|
params_.common.height,
|
|
params_.common.fps, clock_));
|
|
} else {
|
|
capturer_.reset(test::FrameGeneratorCapturer::CreateFromYuvFile(
|
|
input, test::ResourcePath(params_.video.clip_name, "yuv"),
|
|
params_.common.width, params_.common.height, params_.common.fps,
|
|
clock_));
|
|
ASSERT_TRUE(capturer_) << "Could not create capturer for "
|
|
<< params_.video.clip_name
|
|
<< ".yuv. Is this resource file present?";
|
|
}
|
|
}
|
|
}
|
|
|
|
void VideoQualityTest::RunWithAnalyzer(const Params& params) {
|
|
params_ = params;
|
|
|
|
// TODO(ivica): Merge with RunWithRenderer and use a flag / argument to
|
|
// differentiate between the analyzer and the renderer case.
|
|
CheckParams();
|
|
|
|
FILE* graph_data_output_file = nullptr;
|
|
if (!params_.analyzer.graph_data_output_filename.empty()) {
|
|
graph_data_output_file =
|
|
fopen(params_.analyzer.graph_data_output_filename.c_str(), "w");
|
|
RTC_CHECK(graph_data_output_file)
|
|
<< "Can't open the file " << params_.analyzer.graph_data_output_filename
|
|
<< "!";
|
|
}
|
|
|
|
Call::Config call_config;
|
|
call_config.bitrate_config = params.common.call_bitrate_config;
|
|
CreateCalls(call_config, call_config);
|
|
|
|
test::LayerFilteringTransport send_transport(
|
|
params.pipe, sender_call_.get(), kPayloadTypeVP8, kPayloadTypeVP9,
|
|
params.common.selected_tl, params_.ss.selected_sl);
|
|
test::DirectTransport recv_transport(params.pipe, receiver_call_.get());
|
|
|
|
std::string graph_title = params_.analyzer.graph_title;
|
|
if (graph_title.empty())
|
|
graph_title = VideoQualityTest::GenerateGraphTitle();
|
|
|
|
// In the case of different resolutions, the functions calculating PSNR and
|
|
// SSIM return -1.0, instead of a positive value as usual. VideoAnalyzer
|
|
// aborts if the average psnr/ssim are below the given threshold, which is
|
|
// 0.0 by default. Setting the thresholds to -1.1 prevents the unnecessary
|
|
// abort.
|
|
VideoStream& selected_stream = params_.ss.streams[params_.ss.selected_stream];
|
|
int selected_sl = params_.ss.selected_sl != -1
|
|
? params_.ss.selected_sl
|
|
: params_.ss.num_spatial_layers - 1;
|
|
bool disable_quality_check =
|
|
selected_stream.width != params_.common.width ||
|
|
selected_stream.height != params_.common.height ||
|
|
(!params_.ss.spatial_layers.empty() &&
|
|
params_.ss.spatial_layers[selected_sl].scaling_factor_num !=
|
|
params_.ss.spatial_layers[selected_sl].scaling_factor_den);
|
|
if (disable_quality_check) {
|
|
fprintf(stderr,
|
|
"Warning: Calculating PSNR and SSIM for downsized resolution "
|
|
"not implemented yet! Skipping PSNR and SSIM calculations!");
|
|
}
|
|
|
|
VideoAnalyzer analyzer(
|
|
&send_transport, params_.analyzer.test_label,
|
|
disable_quality_check ? -1.1 : params_.analyzer.avg_psnr_threshold,
|
|
disable_quality_check ? -1.1 : params_.analyzer.avg_ssim_threshold,
|
|
params_.analyzer.test_durations_secs * params_.common.fps,
|
|
graph_data_output_file, graph_title,
|
|
kVideoSendSsrcs[params_.ss.selected_stream]);
|
|
|
|
analyzer.SetReceiver(receiver_call_->Receiver());
|
|
send_transport.SetReceiver(&analyzer);
|
|
recv_transport.SetReceiver(sender_call_->Receiver());
|
|
|
|
SetupCommon(&analyzer, &recv_transport);
|
|
video_receive_configs_[params_.ss.selected_stream].renderer = &analyzer;
|
|
video_send_config_.pre_encode_callback = analyzer.pre_encode_proxy();
|
|
for (auto& config : video_receive_configs_)
|
|
config.pre_decode_callback = &analyzer;
|
|
RTC_DCHECK(!video_send_config_.post_encode_callback);
|
|
video_send_config_.post_encode_callback = analyzer.encode_timing_proxy();
|
|
|
|
if (params_.screenshare.enabled)
|
|
SetupScreenshare();
|
|
|
|
CreateVideoStreams();
|
|
analyzer.input_ = video_send_stream_->Input();
|
|
analyzer.send_stream_ = video_send_stream_;
|
|
|
|
CreateCapturer(&analyzer);
|
|
|
|
video_send_stream_->Start();
|
|
for (VideoReceiveStream* receive_stream : video_receive_streams_)
|
|
receive_stream->Start();
|
|
capturer_->Start();
|
|
|
|
analyzer.Wait();
|
|
|
|
send_transport.StopSending();
|
|
recv_transport.StopSending();
|
|
|
|
capturer_->Stop();
|
|
for (VideoReceiveStream* receive_stream : video_receive_streams_)
|
|
receive_stream->Stop();
|
|
video_send_stream_->Stop();
|
|
|
|
DestroyStreams();
|
|
|
|
if (graph_data_output_file)
|
|
fclose(graph_data_output_file);
|
|
}
|
|
|
|
void VideoQualityTest::RunWithVideoRenderer(const Params& params) {
|
|
params_ = params;
|
|
CheckParams();
|
|
|
|
std::unique_ptr<test::VideoRenderer> local_preview(
|
|
test::VideoRenderer::Create("Local Preview", params_.common.width,
|
|
params_.common.height));
|
|
size_t stream_id = params_.ss.selected_stream;
|
|
std::string title = "Loopback Video";
|
|
if (params_.ss.streams.size() > 1) {
|
|
std::ostringstream s;
|
|
s << stream_id;
|
|
title += " - Stream #" + s.str();
|
|
}
|
|
|
|
std::unique_ptr<test::VideoRenderer> loopback_video(
|
|
test::VideoRenderer::Create(title.c_str(),
|
|
params_.ss.streams[stream_id].width,
|
|
params_.ss.streams[stream_id].height));
|
|
|
|
// TODO(ivica): Remove bitrate_config and use the default Call::Config(), to
|
|
// match the full stack tests.
|
|
Call::Config call_config;
|
|
call_config.bitrate_config = params_.common.call_bitrate_config;
|
|
std::unique_ptr<Call> call(Call::Create(call_config));
|
|
|
|
test::LayerFilteringTransport transport(
|
|
params.pipe, call.get(), kPayloadTypeVP8, kPayloadTypeVP9,
|
|
params.common.selected_tl, params_.ss.selected_sl);
|
|
// TODO(ivica): Use two calls to be able to merge with RunWithAnalyzer or at
|
|
// least share as much code as possible. That way this test would also match
|
|
// the full stack tests better.
|
|
transport.SetReceiver(call->Receiver());
|
|
|
|
SetupCommon(&transport, &transport);
|
|
|
|
video_send_config_.local_renderer = local_preview.get();
|
|
video_receive_configs_[stream_id].renderer = loopback_video.get();
|
|
|
|
if (params.common.fec) {
|
|
video_send_config_.rtp.fec.red_payload_type = kRedPayloadType;
|
|
video_send_config_.rtp.fec.ulpfec_payload_type = kUlpfecPayloadType;
|
|
video_receive_configs_[stream_id].rtp.fec.red_payload_type =
|
|
kRedPayloadType;
|
|
video_receive_configs_[stream_id].rtp.fec.ulpfec_payload_type =
|
|
kUlpfecPayloadType;
|
|
}
|
|
|
|
if (params_.screenshare.enabled)
|
|
SetupScreenshare();
|
|
|
|
video_send_stream_ =
|
|
call->CreateVideoSendStream(video_send_config_, video_encoder_config_);
|
|
VideoReceiveStream* receive_stream =
|
|
call->CreateVideoReceiveStream(video_receive_configs_[stream_id].Copy());
|
|
CreateCapturer(video_send_stream_->Input());
|
|
|
|
receive_stream->Start();
|
|
video_send_stream_->Start();
|
|
capturer_->Start();
|
|
|
|
test::PressEnterToContinue();
|
|
|
|
capturer_->Stop();
|
|
video_send_stream_->Stop();
|
|
receive_stream->Stop();
|
|
|
|
call->DestroyVideoReceiveStream(receive_stream);
|
|
call->DestroyVideoSendStream(video_send_stream_);
|
|
|
|
transport.StopSending();
|
|
}
|
|
|
|
} // namespace webrtc
|