modules/video_coding/codecs/test/videocodec_test_fixture_impl.cc

/*
 *  Copyright (c) 2017 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 "modules/video_coding/codecs/test/videocodec_test_fixture_impl.h"

#include <algorithm>
#include <cmath>
#include <memory>
#include <utility>

#include "absl/memory/memory.h"
#include "api/video_codecs/sdp_video_format.h"
#include "common_types.h"  // NOLINT(build/include)
#include "media/base/h264_profile_level_id.h"
#include "media/base/mediaconstants.h"
#include "media/engine/internaldecoderfactory.h"
#include "media/engine/internalencoderfactory.h"
#include "media/engine/simulcast.h"
#include "modules/video_coding/codecs/vp9/svc_config.h"
#include "modules/video_coding/include/video_codec_interface.h"
#include "rtc_base/checks.h"
#include "rtc_base/cpu_time.h"
#include "rtc_base/event.h"
#include "rtc_base/file.h"
#include "rtc_base/strings/string_builder.h"
#include "system_wrappers/include/cpu_info.h"
#include "system_wrappers/include/sleep.h"
#include "test/gtest.h"
#include "test/testsupport/fileutils.h"
#include "test/video_codec_settings.h"

namespace webrtc {
namespace test {

using VideoStatistics = VideoCodecTestStats::VideoStatistics;

namespace {
const int kBaseKeyFrameInterval = 3000;
const int kMaxBitrateBps = 5000 * 1000;  // From kSimulcastFormats.
const double kBitratePriority = 1.0;
const int kMaxFramerateFps = 30;
const int kMaxQp = 56;

void ConfigureSimulcast(VideoCodec* codec_settings) {
  const std::vector<webrtc::VideoStream> streams = cricket::GetSimulcastConfig(
      codec_settings->numberOfSimulcastStreams, codec_settings->width,
      codec_settings->height, kMaxBitrateBps, kBitratePriority, kMaxQp,
      kMaxFramerateFps, /* is_screenshare = */ false, true);

  for (size_t i = 0; i < streams.size(); ++i) {
    SimulcastStream* ss = &codec_settings->simulcastStream[i];
    ss->width = static_cast<uint16_t>(streams[i].width);
    ss->height = static_cast<uint16_t>(streams[i].height);
    ss->numberOfTemporalLayers =
        static_cast<unsigned char>(*streams[i].num_temporal_layers);
    ss->maxBitrate = streams[i].max_bitrate_bps / 1000;
    ss->targetBitrate = streams[i].target_bitrate_bps / 1000;
    ss->minBitrate = streams[i].min_bitrate_bps / 1000;
    ss->qpMax = streams[i].max_qp;
    ss->active = true;
  }
}

void ConfigureSvc(VideoCodec* codec_settings) {
  RTC_CHECK_EQ(kVideoCodecVP9, codec_settings->codecType);

  const std::vector<SpatialLayer> layers = GetSvcConfig(
      codec_settings->width, codec_settings->height, kMaxFramerateFps,
      codec_settings->VP9()->numberOfSpatialLayers,
      codec_settings->VP9()->numberOfTemporalLayers,
      /* is_screen_sharing = */ false);
  ASSERT_EQ(codec_settings->VP9()->numberOfSpatialLayers, layers.size())
      << "GetSvcConfig returned fewer spatial layers than configured.";

  for (size_t i = 0; i < layers.size(); ++i) {
    codec_settings->spatialLayers[i] = layers[i];
  }
}

std::string CodecSpecificToString(const VideoCodec& codec) {
  char buf[1024];
  rtc::SimpleStringBuilder ss(buf);
  switch (codec.codecType) {
    case kVideoCodecVP8:
      ss << "complexity: " << static_cast<int>(codec.VP8().complexity);
      ss << "\nnum_temporal_layers: "
         << static_cast<int>(codec.VP8().numberOfTemporalLayers);
      ss << "\ndenoising: " << codec.VP8().denoisingOn;
      ss << "\nautomatic_resize: " << codec.VP8().automaticResizeOn;
      ss << "\nframe_dropping: " << codec.VP8().frameDroppingOn;
      ss << "\nkey_frame_interval: " << codec.VP8().keyFrameInterval;
      break;
    case kVideoCodecVP9:
      ss << "complexity: " << static_cast<int>(codec.VP9().complexity);
      ss << "\nnum_temporal_layers: "
         << static_cast<int>(codec.VP9().numberOfTemporalLayers);
      ss << "\nnum_spatial_layers: "
         << static_cast<int>(codec.VP9().numberOfSpatialLayers);
      ss << "\ndenoising: " << codec.VP9().denoisingOn;
      ss << "\nframe_dropping: " << codec.VP9().frameDroppingOn;
      ss << "\nkey_frame_interval: " << codec.VP9().keyFrameInterval;
      ss << "\nadaptive_qp_mode: " << codec.VP9().adaptiveQpMode;
      ss << "\nautomatic_resize: " << codec.VP9().automaticResizeOn;
      ss << "\nflexible_mode: " << codec.VP9().flexibleMode;
      break;
    case kVideoCodecH264:
      ss << "frame_dropping: " << codec.H264().frameDroppingOn;
      ss << "\nkey_frame_interval: " << codec.H264().keyFrameInterval;
      ss << "\nprofile: " << codec.H264().profile;
      break;
    default:
      break;
  }
  return ss.str();
}

bool RunEncodeInRealTime(const VideoCodecTestFixtureImpl::Config& config) {
  if (config.measure_cpu || config.encode_in_real_time) {
    return true;
  }
  return false;
}

std::string FilenameWithParams(
    const VideoCodecTestFixtureImpl::Config& config) {
  return config.filename + "_" + config.CodecName() + "_" +
         std::to_string(config.codec_settings.startBitrate);
}

}  // namespace

VideoCodecTestFixtureImpl::Config::Config() = default;

void VideoCodecTestFixtureImpl::Config::SetCodecSettings(
    std::string codec_name,
    size_t num_simulcast_streams,
    size_t num_spatial_layers,
    size_t num_temporal_layers,
    bool denoising_on,
    bool frame_dropper_on,
    bool spatial_resize_on,
    size_t width,
    size_t height) {
  this->codec_name = codec_name;
  VideoCodecType codec_type = PayloadStringToCodecType(codec_name);
  webrtc::test::CodecSettings(codec_type, &codec_settings);

  // TODO(brandtr): Move the setting of |width| and |height| to the tests, and
  // DCHECK that they are set before initializing the codec instead.
  codec_settings.width = static_cast<uint16_t>(width);
  codec_settings.height = static_cast<uint16_t>(height);

  RTC_CHECK(num_simulcast_streams >= 1 &&
            num_simulcast_streams <= kMaxSimulcastStreams);
  RTC_CHECK(num_spatial_layers >= 1 && num_spatial_layers <= kMaxSpatialLayers);
  RTC_CHECK(num_temporal_layers >= 1 &&
            num_temporal_layers <= kMaxTemporalStreams);

  // Simulcast is only available with VP8.
  RTC_CHECK(num_simulcast_streams < 2 || codec_type == kVideoCodecVP8);

  // Spatial scalability is only available with VP9.
  RTC_CHECK(num_spatial_layers < 2 || codec_type == kVideoCodecVP9);

  // Some base code requires numberOfSimulcastStreams to be set to zero
  // when simulcast is not used.
  codec_settings.numberOfSimulcastStreams =
      num_simulcast_streams <= 1 ? 0
                                 : static_cast<uint8_t>(num_simulcast_streams);

  switch (codec_settings.codecType) {
    case kVideoCodecVP8:
      codec_settings.VP8()->numberOfTemporalLayers =
          static_cast<uint8_t>(num_temporal_layers);
      codec_settings.VP8()->denoisingOn = denoising_on;
      codec_settings.VP8()->automaticResizeOn = spatial_resize_on;
      codec_settings.VP8()->frameDroppingOn = frame_dropper_on;
      codec_settings.VP8()->keyFrameInterval = kBaseKeyFrameInterval;
      break;
    case kVideoCodecVP9:
      codec_settings.VP9()->numberOfTemporalLayers =
          static_cast<uint8_t>(num_temporal_layers);
      codec_settings.VP9()->denoisingOn = denoising_on;
      codec_settings.VP9()->frameDroppingOn = frame_dropper_on;
      codec_settings.VP9()->keyFrameInterval = kBaseKeyFrameInterval;
      codec_settings.VP9()->automaticResizeOn = spatial_resize_on;
      codec_settings.VP9()->numberOfSpatialLayers =
          static_cast<uint8_t>(num_spatial_layers);
      break;
    case kVideoCodecH264:
      codec_settings.H264()->frameDroppingOn = frame_dropper_on;
      codec_settings.H264()->keyFrameInterval = kBaseKeyFrameInterval;
      break;
    default:
      break;
  }

  if (codec_settings.numberOfSimulcastStreams > 1) {
    ConfigureSimulcast(&codec_settings);
  } else if (codec_settings.codecType == kVideoCodecVP9 &&
             codec_settings.VP9()->numberOfSpatialLayers > 1) {
    ConfigureSvc(&codec_settings);
  }
}

size_t VideoCodecTestFixtureImpl::Config::NumberOfCores() const {
  return use_single_core ? 1 : CpuInfo::DetectNumberOfCores();
}

size_t VideoCodecTestFixtureImpl::Config::NumberOfTemporalLayers() const {
  if (codec_settings.codecType == kVideoCodecVP8) {
    return codec_settings.VP8().numberOfTemporalLayers;
  } else if (codec_settings.codecType == kVideoCodecVP9) {
    return codec_settings.VP9().numberOfTemporalLayers;
  } else {
    return 1;
  }
}

size_t VideoCodecTestFixtureImpl::Config::NumberOfSpatialLayers() const {
  if (codec_settings.codecType == kVideoCodecVP9) {
    return codec_settings.VP9().numberOfSpatialLayers;
  } else {
    return 1;
  }
}

size_t VideoCodecTestFixtureImpl::Config::NumberOfSimulcastStreams() const {
  return codec_settings.numberOfSimulcastStreams;
}

std::string VideoCodecTestFixtureImpl::Config::ToString() const {
  std::string codec_type = CodecTypeToPayloadString(codec_settings.codecType);
  rtc::StringBuilder ss;
  ss << "filename: " << filename;
  ss << "\nnum_frames: " << num_frames;
  ss << "\nmax_payload_size_bytes: " << max_payload_size_bytes;
  ss << "\ndecode: " << decode;
  ss << "\nuse_single_core: " << use_single_core;
  ss << "\nmeasure_cpu: " << measure_cpu;
  ss << "\nnum_cores: " << NumberOfCores();
  ss << "\nkeyframe_interval: " << keyframe_interval;
  ss << "\ncodec_type: " << codec_type;
  ss << "\n\n--> codec_settings";
  ss << "\nwidth: " << codec_settings.width;
  ss << "\nheight: " << codec_settings.height;
  ss << "\nmax_framerate_fps: " << codec_settings.maxFramerate;
  ss << "\nstart_bitrate_kbps: " << codec_settings.startBitrate;
  ss << "\nmax_bitrate_kbps: " << codec_settings.maxBitrate;
  ss << "\nmin_bitrate_kbps: " << codec_settings.minBitrate;
  ss << "\nmax_qp: " << codec_settings.qpMax;
  ss << "\nnum_simulcast_streams: "
     << static_cast<int>(codec_settings.numberOfSimulcastStreams);
  ss << "\n\n--> codec_settings." << codec_type;
  ss << "\n" << CodecSpecificToString(codec_settings);
  if (codec_settings.numberOfSimulcastStreams > 1) {
    for (int i = 0; i < codec_settings.numberOfSimulcastStreams; ++i) {
      ss << "\n\n--> codec_settings.simulcastStream[" << i << "]";
      const SimulcastStream& simulcast_stream =
          codec_settings.simulcastStream[i];
      ss << "\nwidth: " << simulcast_stream.width;
      ss << "\nheight: " << simulcast_stream.height;
      ss << "\nnum_temporal_layers: "
         << static_cast<int>(simulcast_stream.numberOfTemporalLayers);
      ss << "\nmin_bitrate_kbps: " << simulcast_stream.minBitrate;
      ss << "\ntarget_bitrate_kbps: " << simulcast_stream.targetBitrate;
      ss << "\nmax_bitrate_kbps: " << simulcast_stream.maxBitrate;
      ss << "\nmax_qp: " << simulcast_stream.qpMax;
      ss << "\nactive: " << simulcast_stream.active;
    }
  }
  ss << "\n";
  return ss.Release();
}

std::string VideoCodecTestFixtureImpl::Config::CodecName() const {
  std::string name = codec_name;
  if (name.empty()) {
    name = CodecTypeToPayloadString(codec_settings.codecType);
  }
  if (codec_settings.codecType == kVideoCodecH264) {
    if (h264_codec_settings.profile == H264::kProfileConstrainedHigh) {
      return name + "-CHP";
    } else {
      RTC_DCHECK_EQ(h264_codec_settings.profile,
                    H264::kProfileConstrainedBaseline);
      return name + "-CBP";
    }
  }
  return name;
}

// TODO(kthelgason): Move this out of the test fixture impl and
// make available as a shared utility class.
void VideoCodecTestFixtureImpl::H264KeyframeChecker::CheckEncodedFrame(
    webrtc::VideoCodecType codec,
    const EncodedImage& encoded_frame) const {
  EXPECT_EQ(kVideoCodecH264, codec);
  bool contains_sps = false;
  bool contains_pps = false;
  bool contains_idr = false;
  const std::vector<webrtc::H264::NaluIndex> nalu_indices =
      webrtc::H264::FindNaluIndices(encoded_frame._buffer,
                                    encoded_frame._length);
  for (const webrtc::H264::NaluIndex& index : nalu_indices) {
    webrtc::H264::NaluType nalu_type = webrtc::H264::ParseNaluType(
        encoded_frame._buffer[index.payload_start_offset]);
    if (nalu_type == webrtc::H264::NaluType::kSps) {
      contains_sps = true;
    } else if (nalu_type == webrtc::H264::NaluType::kPps) {
      contains_pps = true;
    } else if (nalu_type == webrtc::H264::NaluType::kIdr) {
      contains_idr = true;
    }
  }
  if (encoded_frame._frameType == kVideoFrameKey) {
    EXPECT_TRUE(contains_sps) << "Keyframe should contain SPS.";
    EXPECT_TRUE(contains_pps) << "Keyframe should contain PPS.";
    EXPECT_TRUE(contains_idr) << "Keyframe should contain IDR.";
  } else if (encoded_frame._frameType == kVideoFrameDelta) {
    EXPECT_FALSE(contains_sps) << "Delta frame should not contain SPS.";
    EXPECT_FALSE(contains_pps) << "Delta frame should not contain PPS.";
    EXPECT_FALSE(contains_idr) << "Delta frame should not contain IDR.";
  } else {
    RTC_NOTREACHED();
  }
}

class VideoCodecTestFixtureImpl::CpuProcessTime final {
 public:
  explicit CpuProcessTime(const Config& config) : config_(config) {}
  ~CpuProcessTime() {}

  void Start() {
    if (config_.measure_cpu) {
      cpu_time_ -= rtc::GetProcessCpuTimeNanos();
      wallclock_time_ -= rtc::SystemTimeNanos();
    }
  }
  void Stop() {
    if (config_.measure_cpu) {
      cpu_time_ += rtc::GetProcessCpuTimeNanos();
      wallclock_time_ += rtc::SystemTimeNanos();
    }
  }
  void Print() const {
    if (config_.measure_cpu) {
      printf("cpu_usage_percent: %f\n",
             GetUsagePercent() / config_.NumberOfCores());
      printf("\n");
    }
  }

 private:
  double GetUsagePercent() const {
    return static_cast<double>(cpu_time_) / wallclock_time_ * 100.0;
  }

  const Config config_;
  int64_t cpu_time_ = 0;
  int64_t wallclock_time_ = 0;
};

VideoCodecTestFixtureImpl::VideoCodecTestFixtureImpl(Config config)
    : encoder_factory_(absl::make_unique<InternalEncoderFactory>()),
      decoder_factory_(absl::make_unique<InternalDecoderFactory>()),
      config_(config) {}

VideoCodecTestFixtureImpl::VideoCodecTestFixtureImpl(
    Config config,
    std::unique_ptr<VideoDecoderFactory> decoder_factory,
    std::unique_ptr<VideoEncoderFactory> encoder_factory)
    : encoder_factory_(std::move(encoder_factory)),
      decoder_factory_(std::move(decoder_factory)),
      config_(config) {}

VideoCodecTestFixtureImpl::~VideoCodecTestFixtureImpl() = default;

// Processes all frames in the clip and verifies the result.
void VideoCodecTestFixtureImpl::RunTest(
    const std::vector<RateProfile>& rate_profiles,
    const std::vector<RateControlThresholds>* rc_thresholds,
    const std::vector<QualityThresholds>* quality_thresholds,
    const BitstreamThresholds* bs_thresholds) {
  RTC_DCHECK(!rate_profiles.empty());

  // To emulate operation on a production VideoStreamEncoder, we call the
  // codecs on a task queue.
  rtc::test::TaskQueueForTest task_queue("VidProc TQ");

  SetUpAndInitObjects(&task_queue,
                      static_cast<const int>(rate_profiles[0].target_kbps),
                      static_cast<const int>(rate_profiles[0].input_fps));
  PrintSettings(&task_queue);
  ProcessAllFrames(&task_queue, rate_profiles);
  ReleaseAndCloseObjects(&task_queue);

  AnalyzeAllFrames(rate_profiles, rc_thresholds, quality_thresholds,
                   bs_thresholds);
}

void VideoCodecTestFixtureImpl::ProcessAllFrames(
    rtc::TaskQueue* task_queue,
    const std::vector<RateProfile>& rate_profiles) {
  // Process all frames.
  size_t rate_update_index = 0;

  // Set initial rates.
  task_queue->PostTask([this, &rate_profiles, rate_update_index] {
    processor_->SetRates(rate_profiles[rate_update_index].target_kbps,
                         rate_profiles[rate_update_index].input_fps);
  });

  cpu_process_time_->Start();

  for (size_t frame_number = 0; frame_number < config_.num_frames;
       ++frame_number) {
    if (frame_number ==
        rate_profiles[rate_update_index].frame_index_rate_update) {
      ++rate_update_index;
      RTC_DCHECK_GT(rate_profiles.size(), rate_update_index);

      task_queue->PostTask([this, &rate_profiles, rate_update_index] {
        processor_->SetRates(rate_profiles[rate_update_index].target_kbps,
                             rate_profiles[rate_update_index].input_fps);
      });
    }

    task_queue->PostTask([this] { processor_->ProcessFrame(); });

    if (RunEncodeInRealTime(config_)) {
      // Roughly pace the frames.
      const size_t frame_duration_ms =
          rtc::kNumMillisecsPerSec / rate_profiles[rate_update_index].input_fps;
      SleepMs(static_cast<int>(frame_duration_ms));
    }
  }

  // Wait until we know that the last frame has been sent for encode.
  rtc::Event sync_event;
  task_queue->PostTask([&sync_event] { sync_event.Set(); });
  sync_event.Wait(rtc::Event::kForever);

  // Give the VideoProcessor pipeline some time to process the last frame,
  // and then release the codecs.
  SleepMs(1 * rtc::kNumMillisecsPerSec);
  cpu_process_time_->Stop();
}

void VideoCodecTestFixtureImpl::AnalyzeAllFrames(
    const std::vector<RateProfile>& rate_profiles,
    const std::vector<RateControlThresholds>* rc_thresholds,
    const std::vector<QualityThresholds>* quality_thresholds,
    const BitstreamThresholds* bs_thresholds) {
  for (size_t rate_update_idx = 0; rate_update_idx < rate_profiles.size();
       ++rate_update_idx) {
    const size_t first_frame_num =
        (rate_update_idx == 0)
            ? 0
            : rate_profiles[rate_update_idx - 1].frame_index_rate_update;
    const size_t last_frame_num =
        rate_profiles[rate_update_idx].frame_index_rate_update - 1;
    RTC_CHECK(last_frame_num >= first_frame_num);

    std::vector<VideoStatistics> layer_stats =
        stats_.SliceAndCalcLayerVideoStatistic(first_frame_num, last_frame_num);
    printf("==> Receive stats\n");
    for (const auto& layer_stat : layer_stats) {
      printf("%s\n\n", layer_stat.ToString("recv_").c_str());
    }

    VideoStatistics send_stat = stats_.SliceAndCalcAggregatedVideoStatistic(
        first_frame_num, last_frame_num);
    printf("==> Send stats\n");
    printf("%s\n", send_stat.ToString("send_").c_str());

    const RateControlThresholds* rc_threshold =
        rc_thresholds ? &(*rc_thresholds)[rate_update_idx] : nullptr;
    const QualityThresholds* quality_threshold =
        quality_thresholds ? &(*quality_thresholds)[rate_update_idx] : nullptr;

    VerifyVideoStatistic(send_stat, rc_threshold, quality_threshold,
                         bs_thresholds,
                         rate_profiles[rate_update_idx].target_kbps,
                         rate_profiles[rate_update_idx].input_fps);
  }

  if (config_.print_frame_level_stats) {
    stats_.PrintFrameStatistics();
  }

  cpu_process_time_->Print();
  printf("\n");
}

void VideoCodecTestFixtureImpl::VerifyVideoStatistic(
    const VideoStatistics& video_stat,
    const RateControlThresholds* rc_thresholds,
    const QualityThresholds* quality_thresholds,
    const BitstreamThresholds* bs_thresholds,
    size_t target_bitrate_kbps,
    float input_framerate_fps) {
  if (rc_thresholds) {
    const float bitrate_mismatch_percent =
        100 * std::fabs(1.0f * video_stat.bitrate_kbps - target_bitrate_kbps) /
        target_bitrate_kbps;
    const float framerate_mismatch_percent =
        100 * std::fabs(video_stat.framerate_fps - input_framerate_fps) /
        input_framerate_fps;
    EXPECT_LE(bitrate_mismatch_percent,
              rc_thresholds->max_avg_bitrate_mismatch_percent);
    EXPECT_LE(video_stat.time_to_reach_target_bitrate_sec,
              rc_thresholds->max_time_to_reach_target_bitrate_sec);
    EXPECT_LE(framerate_mismatch_percent,
              rc_thresholds->max_avg_framerate_mismatch_percent);
    EXPECT_LE(video_stat.avg_delay_sec,
              rc_thresholds->max_avg_buffer_level_sec);
    EXPECT_LE(video_stat.max_key_frame_delay_sec,
              rc_thresholds->max_max_key_frame_delay_sec);
    EXPECT_LE(video_stat.max_delta_frame_delay_sec,
              rc_thresholds->max_max_delta_frame_delay_sec);
    EXPECT_LE(video_stat.num_spatial_resizes,
              rc_thresholds->max_num_spatial_resizes);
    EXPECT_LE(video_stat.num_key_frames, rc_thresholds->max_num_key_frames);
  }

  if (quality_thresholds) {
    EXPECT_GT(video_stat.avg_psnr, quality_thresholds->min_avg_psnr);
    EXPECT_GT(video_stat.min_psnr, quality_thresholds->min_min_psnr);
    EXPECT_GT(video_stat.avg_ssim, quality_thresholds->min_avg_ssim);
    EXPECT_GT(video_stat.min_ssim, quality_thresholds->min_min_ssim);
  }

  if (bs_thresholds) {
    EXPECT_LE(video_stat.max_nalu_size_bytes,
              bs_thresholds->max_max_nalu_size_bytes);
  }
}

void VideoCodecTestFixtureImpl::CreateEncoderAndDecoder() {
  SdpVideoFormat::Parameters params;
  if (config_.codec_settings.codecType == kVideoCodecH264) {
    const char* packetization_mode =
        config_.h264_codec_settings.packetization_mode ==
                H264PacketizationMode::NonInterleaved
            ? "1"
            : "0";
    params = {{cricket::kH264FmtpProfileLevelId,
               *H264::ProfileLevelIdToString(H264::ProfileLevelId(
                   config_.h264_codec_settings.profile, H264::kLevel3_1))},
              {cricket::kH264FmtpPacketizationMode, packetization_mode}};
  } else {
    params = {};
  }
  SdpVideoFormat format(config_.codec_name);

  encoder_ = encoder_factory_->CreateVideoEncoder(format);
  EXPECT_TRUE(encoder_) << "Encoder not successfully created.";

  const size_t num_simulcast_or_spatial_layers = std::max(
      config_.NumberOfSimulcastStreams(), config_.NumberOfSpatialLayers());
  for (size_t i = 0; i < num_simulcast_or_spatial_layers; ++i) {
    decoders_.push_back(std::unique_ptr<VideoDecoder>(
        decoder_factory_->CreateVideoDecoder(format)));
  }

  for (const auto& decoder : decoders_) {
    EXPECT_TRUE(decoder) << "Decoder not successfully created.";
  }
}

void VideoCodecTestFixtureImpl::DestroyEncoderAndDecoder() {
  decoders_.clear();
  encoder_.reset();
}

VideoCodecTestStats& VideoCodecTestFixtureImpl::GetStats() {
  return stats_;
}

void VideoCodecTestFixtureImpl::SetUpAndInitObjects(
    rtc::test::TaskQueueForTest* task_queue,
    int initial_bitrate_kbps,
    int initial_framerate_fps) {
  config_.codec_settings.minBitrate = 0;
  config_.codec_settings.startBitrate = initial_bitrate_kbps;
  config_.codec_settings.maxFramerate = initial_framerate_fps;

  // Create file objects for quality analysis.
  source_frame_reader_.reset(
      new YuvFrameReaderImpl(config_.filepath, config_.codec_settings.width,
                             config_.codec_settings.height));
  EXPECT_TRUE(source_frame_reader_->Init());

  RTC_DCHECK(encoded_frame_writers_.empty());
  RTC_DCHECK(decoded_frame_writers_.empty());
  const size_t num_simulcast_or_spatial_layers = std::max(
      config_.NumberOfSimulcastStreams(), config_.NumberOfSpatialLayers());
  for (size_t simulcast_svc_idx = 0;
       simulcast_svc_idx < num_simulcast_or_spatial_layers;
       ++simulcast_svc_idx) {
    const std::string output_filename_base = OutputPath() +
                                             FilenameWithParams(config_) + "_" +
                                             std::to_string(simulcast_svc_idx);

    if (config_.visualization_params.save_encoded_ivf) {
      rtc::File post_encode_file =
          rtc::File::Create(output_filename_base + ".ivf");
      encoded_frame_writers_.push_back(
          IvfFileWriter::Wrap(std::move(post_encode_file), 0));
    }

    if (config_.visualization_params.save_decoded_y4m) {
      FrameWriter* decoded_frame_writer = new Y4mFrameWriterImpl(
          output_filename_base + ".y4m", config_.codec_settings.width,
          config_.codec_settings.height, initial_framerate_fps);
      EXPECT_TRUE(decoded_frame_writer->Init());
      decoded_frame_writers_.push_back(
          std::unique_ptr<FrameWriter>(decoded_frame_writer));
    }
  }

  stats_.Clear();

  cpu_process_time_.reset(new CpuProcessTime(config_));

  task_queue->SendTask([this]() {
    CreateEncoderAndDecoder();
    processor_ = absl::make_unique<VideoProcessor>(
        encoder_.get(), &decoders_, source_frame_reader_.get(), config_,
        &stats_,
        encoded_frame_writers_.empty() ? nullptr : &encoded_frame_writers_,
        decoded_frame_writers_.empty() ? nullptr : &decoded_frame_writers_);
  });
}

void VideoCodecTestFixtureImpl::ReleaseAndCloseObjects(
    rtc::test::TaskQueueForTest* task_queue) {
  task_queue->SendTask([this]() {
    processor_.reset();
    // The VideoProcessor must be destroyed before the codecs.
    DestroyEncoderAndDecoder();
  });

  source_frame_reader_->Close();

  // Close visualization files.
  for (auto& encoded_frame_writer : encoded_frame_writers_) {
    EXPECT_TRUE(encoded_frame_writer->Close());
  }
  encoded_frame_writers_.clear();
  for (auto& decoded_frame_writer : decoded_frame_writers_) {
    decoded_frame_writer->Close();
  }
  decoded_frame_writers_.clear();
}

void VideoCodecTestFixtureImpl::PrintSettings(
    rtc::test::TaskQueueForTest* task_queue) const {
  printf("==> Config\n");
  printf("%s\n", config_.ToString().c_str());

  printf("==> Codec names\n");
  std::string encoder_name;
  std::string decoder_name;
  task_queue->SendTask([this, &encoder_name, &decoder_name] {
    encoder_name = encoder_->GetEncoderInfo().implementation_name;
    decoder_name = decoders_.at(0)->ImplementationName();
  });
  printf("enc_impl_name: %s\n", encoder_name.c_str());
  printf("dec_impl_name: %s\n", decoder_name.c_str());
  if (encoder_name == decoder_name) {
    printf("codec_impl_name: %s_%s\n", config_.CodecName().c_str(),
           encoder_name.c_str());
  }
  printf("\n");
}

}  // namespace test
}  // namespace webrtc