/*
 *  Copyright (c) 2012 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/audio_processing/audio_processing_impl.h"

#include <algorithm>
#include <array>
#include <atomic>
#include <cstdint>
#include <cstdio>
#include <cstring>
#include <memory>
#include <optional>
#include <string>
#include <utility>
#include <vector>

#include "absl/base/nullability.h"
#include "absl/strings/string_view.h"
#include "api/array_view.h"
#include "api/audio/audio_processing.h"
#include "api/audio/audio_processing_statistics.h"
#include "api/audio/audio_view.h"
#include "api/audio/echo_canceller3_config.h"
#include "api/audio/echo_control.h"
#include "api/audio/neural_residual_echo_estimator.h"
#include "api/environment/environment.h"
#include "api/field_trials_view.h"
#include "api/scoped_refptr.h"
#include "api/task_queue/task_queue_base.h"
#include "common_audio/audio_converter.h"
#include "common_audio/include/audio_util.h"
#include "modules/audio_processing/aec3/echo_canceller3.h"
#include "modules/audio_processing/aec_dump/aec_dump_factory.h"
#include "modules/audio_processing/agc/agc_manager_direct.h"
#include "modules/audio_processing/agc/gain_control.h"
#include "modules/audio_processing/agc2/input_volume_controller.h"
#include "modules/audio_processing/agc2/input_volume_stats_reporter.h"
#include "modules/audio_processing/audio_buffer.h"
#include "modules/audio_processing/capture_levels_adjuster/capture_levels_adjuster.h"
#include "modules/audio_processing/gain_control_impl.h"
#include "modules/audio_processing/gain_controller2.h"
#include "modules/audio_processing/high_pass_filter.h"
#include "modules/audio_processing/include/aec_dump.h"
#include "modules/audio_processing/logging/apm_data_dumper.h"
#include "modules/audio_processing/ns/noise_suppressor.h"
#include "modules/audio_processing/ns/ns_config.h"
#include "modules/audio_processing/post_filter.h"
#include "modules/audio_processing/render_queue_item_verifier.h"
#include "modules/audio_processing/rms_level.h"
#include "rtc_base/checks.h"
#include "rtc_base/denormal_disabler.h"
#include "rtc_base/logging.h"
#include "rtc_base/swap_queue.h"
#include "rtc_base/synchronization/mutex.h"
#include "rtc_base/time_utils.h"
#include "rtc_base/trace_event.h"
#include "system_wrappers/include/metrics.h"

#define RETURN_ON_ERR(expr) \
  do {                      \
    int err = (expr);       \
    if (err != kNoError) {  \
      return err;           \
    }                       \
  } while (0)

namespace webrtc {

namespace {

bool SampleRateSupportsMultiBand(int sample_rate_hz) {
  return sample_rate_hz == AudioProcessing::kSampleRate32kHz ||
         sample_rate_hz == AudioProcessing::kSampleRate48kHz;
}

// Checks whether the high-pass filter should be done in the full-band.
bool EnforceSplitBandHpf(const FieldTrialsView& field_trials) {
  return field_trials.IsEnabled("WebRTC-FullBandHpfKillSwitch");
}

// Identify the native processing rate that best handles a sample rate.
// Always returns one of 16000, 32000 and 48000 Hz.
int SuitableProcessRate(int minimum_rate,
                        int max_splitting_rate,
                        bool band_splitting_required) {
  const int uppermost_native_rate =
      band_splitting_required ? max_splitting_rate : 48000;
  for (auto rate : {16000, 32000, 48000}) {
    if (rate >= uppermost_native_rate) {
      return uppermost_native_rate;
    }
    if (rate >= minimum_rate) {
      return rate;
    }
  }
  RTC_DCHECK_NOTREACHED();
  return uppermost_native_rate;
}

GainControl::Mode Agc1ConfigModeToInterfaceMode(
    AudioProcessing::Config::GainController1::Mode mode) {
  using Agc1Config = AudioProcessing::Config::GainController1;
  switch (mode) {
    case Agc1Config::kAdaptiveAnalog:
      return GainControl::kAdaptiveAnalog;
    case Agc1Config::kAdaptiveDigital:
      return GainControl::kAdaptiveDigital;
    case Agc1Config::kFixedDigital:
      return GainControl::kFixedDigital;
  }
  RTC_CHECK_NOTREACHED();
}

bool MinimizeProcessingForUnusedOutput(const FieldTrialsView& field_trials) {
  return !field_trials.IsEnabled("WebRTC-MutedStateKillSwitch");
}

// Maximum lengths that frame of samples being passed from the render side to
// the capture side can have (does not apply to AEC3).
const size_t kMaxAllowedValuesOfSamplesPerBand = 160;
const size_t kMaxAllowedValuesOfSamplesPerFrame = 480;

// Maximum number of frames to buffer in the render queue.
// TODO(peah): Decrease this once we properly handle hugely unbalanced
// reverse and forward call numbers.
const size_t kMaxNumFramesToBuffer = 100;

void PackRenderAudioBufferForEchoDetector(const AudioBuffer& audio,
                                          std::vector<float>& packed_buffer) {
  packed_buffer.clear();
  packed_buffer.insert(packed_buffer.end(), audio.channels_const()[0],
                       audio.channels_const()[0] + audio.num_frames());
}

// Options for gracefully handling processing errors.
enum class FormatErrorOutputOption {
  kOutputExactCopyOfInput,
  kOutputBroadcastCopyOfFirstInputChannel,
  kOutputSilence,
  kDoNothing
};

enum class AudioFormatValidity {
  // Format is supported by APM.
  kValidAndSupported,
  // Format has a reasonable interpretation but is not supported.
  kValidButUnsupportedSampleRate,
  // The remaining enums values signal that the audio does not have a reasonable
  // interpretation and cannot be used.
  kInvalidSampleRate,
  kInvalidChannelCount
};

AudioFormatValidity ValidateAudioFormat(const StreamConfig& config) {
  if (config.sample_rate_hz() < 0)
    return AudioFormatValidity::kInvalidSampleRate;
  if (config.num_channels() == 0)
    return AudioFormatValidity::kInvalidChannelCount;

  // Format has a reasonable interpretation, but may still be unsupported.
  if (config.sample_rate_hz() < 8000 ||
      config.sample_rate_hz() > AudioBuffer::kMaxSampleRate)
    return AudioFormatValidity::kValidButUnsupportedSampleRate;

  // Format is fully supported.
  return AudioFormatValidity::kValidAndSupported;
}

int AudioFormatValidityToErrorCode(AudioFormatValidity validity) {
  switch (validity) {
    case AudioFormatValidity::kValidAndSupported:
      return AudioProcessing::kNoError;
    case AudioFormatValidity::kValidButUnsupportedSampleRate:  // fall-through
    case AudioFormatValidity::kInvalidSampleRate:
      return AudioProcessing::kBadSampleRateError;
    case AudioFormatValidity::kInvalidChannelCount:
      return AudioProcessing::kBadNumberChannelsError;
  }
  RTC_DCHECK(false);
}

// Returns an AudioProcessing::Error together with the best possible option for
// output audio content.
std::pair<int, FormatErrorOutputOption> ChooseErrorOutputOption(
    const StreamConfig& input_config,
    const StreamConfig& output_config) {
  AudioFormatValidity input_validity = ValidateAudioFormat(input_config);
  AudioFormatValidity output_validity = ValidateAudioFormat(output_config);

  if (input_validity == AudioFormatValidity::kValidAndSupported &&
      output_validity == AudioFormatValidity::kValidAndSupported &&
      (output_config.num_channels() == 1 ||
       output_config.num_channels() == input_config.num_channels())) {
    return {AudioProcessing::kNoError, FormatErrorOutputOption::kDoNothing};
  }

  int error_code = AudioFormatValidityToErrorCode(input_validity);
  if (error_code == AudioProcessing::kNoError) {
    error_code = AudioFormatValidityToErrorCode(output_validity);
  }
  if (error_code == AudioProcessing::kNoError) {
    // The individual formats are valid but there is some error - must be
    // channel mismatch.
    error_code = AudioProcessing::kBadNumberChannelsError;
  }

  FormatErrorOutputOption output_option;
  if (output_validity != AudioFormatValidity::kValidAndSupported &&
      output_validity != AudioFormatValidity::kValidButUnsupportedSampleRate) {
    // The output format is uninterpretable: cannot do anything.
    output_option = FormatErrorOutputOption::kDoNothing;
  } else if (input_validity != AudioFormatValidity::kValidAndSupported &&
             input_validity !=
                 AudioFormatValidity::kValidButUnsupportedSampleRate) {
    // The input format is uninterpretable: cannot use it, must output silence.
    output_option = FormatErrorOutputOption::kOutputSilence;
  } else if (input_config.sample_rate_hz() != output_config.sample_rate_hz()) {
    // Sample rates do not match: Cannot copy input into output, output silence.
    // Note: If the sample rates are in a supported range, we could resample.
    // However, that would significantly increase complexity of this error
    // handling code.
    output_option = FormatErrorOutputOption::kOutputSilence;
  } else if (input_config.num_channels() != output_config.num_channels()) {
    // Channel counts do not match: We cannot easily map input channels to
    // output channels.
    output_option =
        FormatErrorOutputOption::kOutputBroadcastCopyOfFirstInputChannel;
  } else {
    // The formats match exactly.
    RTC_DCHECK(input_config == output_config);
    output_option = FormatErrorOutputOption::kOutputExactCopyOfInput;
  }
  return std::make_pair(error_code, output_option);
}

// Checks if the audio format is supported. If not, the output is populated in a
// best-effort manner and an APM error code is returned.
int HandleUnsupportedAudioFormats(const int16_t* const src,
                                  const StreamConfig& input_config,
                                  const StreamConfig& output_config,
                                  int16_t* const dest) {
  RTC_DCHECK(src);
  RTC_DCHECK(dest);

  auto [error_code, output_option] =
      ChooseErrorOutputOption(input_config, output_config);
  if (error_code == AudioProcessing::kNoError)
    return AudioProcessing::kNoError;

  const size_t num_output_channels = output_config.num_channels();
  switch (output_option) {
    case FormatErrorOutputOption::kOutputSilence:
      memset(dest, 0, output_config.num_samples() * sizeof(int16_t));
      break;
    case FormatErrorOutputOption::kOutputBroadcastCopyOfFirstInputChannel:
      for (size_t i = 0; i < output_config.num_frames(); ++i) {
        int16_t sample = src[input_config.num_channels() * i];
        for (size_t ch = 0; ch < num_output_channels; ++ch) {
          dest[ch + num_output_channels * i] = sample;
        }
      }
      break;
    case FormatErrorOutputOption::kOutputExactCopyOfInput:
      memcpy(dest, src, output_config.num_samples() * sizeof(int16_t));
      break;
    case FormatErrorOutputOption::kDoNothing:
      break;
  }
  return error_code;
}

// Checks if the audio format is supported. If not, the output is populated in a
// best-effort manner and an APM error code is returned.
int HandleUnsupportedAudioFormats(const float* const* src,
                                  const StreamConfig& input_config,
                                  const StreamConfig& output_config,
                                  float* const* dest) {
  RTC_DCHECK(src);
  RTC_DCHECK(dest);
  for (size_t i = 0; i < input_config.num_channels(); ++i) {
    RTC_DCHECK(src[i]);
  }
  for (size_t i = 0; i < output_config.num_channels(); ++i) {
    RTC_DCHECK(dest[i]);
  }

  auto [error_code, output_option] =
      ChooseErrorOutputOption(input_config, output_config);
  if (error_code == AudioProcessing::kNoError)
    return AudioProcessing::kNoError;

  const size_t num_output_channels = output_config.num_channels();
  switch (output_option) {
    case FormatErrorOutputOption::kOutputSilence:
      for (size_t ch = 0; ch < num_output_channels; ++ch) {
        memset(dest[ch], 0, output_config.num_frames() * sizeof(float));
      }
      break;
    case FormatErrorOutputOption::kOutputBroadcastCopyOfFirstInputChannel:
      for (size_t ch = 0; ch < num_output_channels; ++ch) {
        memcpy(dest[ch], src[0], output_config.num_frames() * sizeof(float));
      }
      break;
    case FormatErrorOutputOption::kOutputExactCopyOfInput:
      for (size_t ch = 0; ch < num_output_channels; ++ch) {
        memcpy(dest[ch], src[ch], output_config.num_frames() * sizeof(float));
      }
      break;
    case FormatErrorOutputOption::kDoNothing:
      break;
  }
  return error_code;
}

bool NeedEchoController(const AudioProcessing::Config& config,
                        bool has_echo_control_factory) {
  // For legacy reasons, having an echo control factory overrides the config.
  return config.echo_canceller.enabled || has_echo_control_factory;
}

constexpr int kUnspecifiedDataDumpInputVolume = -100;
constexpr int kBandSplitRate = AudioProcessing::kSampleRate16kHz;

}  // namespace

// Throughout webrtc, it's assumed that success is represented by zero.
static_assert(AudioProcessing::kNoError == 0, "kNoError must be zero");

AudioProcessingImpl::SubmoduleStates::SubmoduleStates(
    bool capture_post_processor_enabled,
    bool render_pre_processor_enabled,
    bool capture_analyzer_enabled)
    : capture_post_processor_enabled_(capture_post_processor_enabled),
      render_pre_processor_enabled_(render_pre_processor_enabled),
      capture_analyzer_enabled_(capture_analyzer_enabled) {}

bool AudioProcessingImpl::SubmoduleStates::Update(
    bool high_pass_filter_enabled,
    bool noise_suppressor_enabled,
    bool adaptive_gain_controller_enabled,
    bool gain_controller2_enabled,
    bool gain_adjustment_enabled,
    bool echo_controller_enabled) {
  bool changed = false;
  changed |= (high_pass_filter_enabled != high_pass_filter_enabled_);
  changed |= (noise_suppressor_enabled != noise_suppressor_enabled_);
  changed |=
      (adaptive_gain_controller_enabled != adaptive_gain_controller_enabled_);
  changed |= (gain_controller2_enabled != gain_controller2_enabled_);
  changed |= (gain_adjustment_enabled != gain_adjustment_enabled_);
  changed |= (echo_controller_enabled != echo_controller_enabled_);
  if (changed) {
    high_pass_filter_enabled_ = high_pass_filter_enabled;
    noise_suppressor_enabled_ = noise_suppressor_enabled;
    adaptive_gain_controller_enabled_ = adaptive_gain_controller_enabled;
    gain_controller2_enabled_ = gain_controller2_enabled;
    gain_adjustment_enabled_ = gain_adjustment_enabled;
    echo_controller_enabled_ = echo_controller_enabled;
  }

  changed |= first_update_;
  first_update_ = false;
  return changed;
}

bool AudioProcessingImpl::SubmoduleStates::CaptureMultiBandSubModulesActive()
    const {
  return CaptureMultiBandProcessingPresent();
}

bool AudioProcessingImpl::SubmoduleStates::CaptureMultiBandProcessingPresent()
    const {
  // If echo controller is present, assume it performs active processing.
  return CaptureMultiBandProcessingActive(/*ec_processing_active=*/true);
}

bool AudioProcessingImpl::SubmoduleStates::CaptureMultiBandProcessingActive(
    bool ec_processing_active) const {
  return high_pass_filter_enabled_ || mobile_echo_controller_enabled_ ||
         noise_suppressor_enabled_ || adaptive_gain_controller_enabled_ ||
         (echo_controller_enabled_ && ec_processing_active);
}

bool AudioProcessingImpl::SubmoduleStates::CaptureFullBandProcessingActive()
    const {
  return gain_controller2_enabled_ || capture_post_processor_enabled_ ||
         gain_adjustment_enabled_;
}

bool AudioProcessingImpl::SubmoduleStates::CaptureAnalyzerActive() const {
  return capture_analyzer_enabled_;
}

bool AudioProcessingImpl::SubmoduleStates::RenderMultiBandSubModulesActive()
    const {
  return RenderMultiBandProcessingActive() || mobile_echo_controller_enabled_ ||
         adaptive_gain_controller_enabled_ || echo_controller_enabled_;
}

bool AudioProcessingImpl::SubmoduleStates::RenderFullBandProcessingActive()
    const {
  return render_pre_processor_enabled_;
}

bool AudioProcessingImpl::SubmoduleStates::RenderMultiBandProcessingActive()
    const {
  return false;
}

bool AudioProcessingImpl::SubmoduleStates::HighPassFilteringRequired() const {
  return high_pass_filter_enabled_ || mobile_echo_controller_enabled_ ||
         noise_suppressor_enabled_;
}

bool AudioProcessingImpl::SubmoduleStates::EchoControllerEnabled() const {
  return echo_controller_enabled_;
}

AudioProcessingImpl::AudioProcessingImpl(const Environment& env)
    : AudioProcessingImpl(env,
                          /*config=*/{},
                          /*echo_canceller_config=*/std::nullopt,
                          /*echo_canceller_multichannel_config=*/std::nullopt,
                          /*capture_post_processor=*/nullptr,
                          /*render_pre_processor=*/nullptr,
                          /*echo_control_factory=*/nullptr,
                          /*echo_detector=*/nullptr,
                          /*capture_analyzer=*/nullptr,
                          /*neural_residual_echo_estimator=*/nullptr) {}

std::atomic<int> AudioProcessingImpl::instance_count_(0);

AudioProcessingImpl::AudioProcessingImpl(
    const Environment& env,
    const AudioProcessing::Config& config,
    std::optional<EchoCanceller3Config> echo_canceller_config,
    std::optional<EchoCanceller3Config> echo_canceller_multichannel_config,
    std::unique_ptr<CustomProcessing> capture_post_processor,
    std::unique_ptr<CustomProcessing> render_pre_processor,
    std::unique_ptr<EchoControlFactory> echo_control_factory,
    scoped_refptr<EchoDetector> echo_detector,
    std::unique_ptr<CustomAudioAnalyzer> capture_analyzer,
    std::unique_ptr<NeuralResidualEchoEstimator> neural_residual_echo_estimator)
    : env_(env),
      data_dumper_(new ApmDataDumper(instance_count_.fetch_add(1) + 1)),
      capture_runtime_settings_(RuntimeSettingQueueSize()),
      render_runtime_settings_(RuntimeSettingQueueSize()),
      capture_runtime_settings_enqueuer_(&capture_runtime_settings_),
      render_runtime_settings_enqueuer_(&render_runtime_settings_),
      echo_control_factory_(std::move(echo_control_factory)),
      config_(config),
      echo_canceller_config_(echo_canceller_config),
      echo_canceller_multichannel_config_(echo_canceller_multichannel_config),
      submodule_states_(!!capture_post_processor,
                        !!render_pre_processor,
                        !!capture_analyzer),
      submodules_(std::move(capture_post_processor),
                  std::move(render_pre_processor),
                  std::move(echo_detector),
                  std::move(capture_analyzer),
                  std::move(neural_residual_echo_estimator)),
      constants_(
          !env.field_trials().IsEnabled(
              "WebRTC-ApmExperimentalMultiChannelRenderKillSwitch"),
          !env.field_trials().IsEnabled(
              "WebRTC-ApmExperimentalMultiChannelCaptureKillSwitch"),
          EnforceSplitBandHpf(env.field_trials()),
          MinimizeProcessingForUnusedOutput(env.field_trials()),
          env.field_trials().IsEnabled("WebRTC-ApmEnforce48kHzProcessingRate")),
      capture_(),
      capture_nonlocked_(),
      applied_input_volume_stats_reporter_(
          InputVolumeStatsReporter::InputVolumeType::kApplied),
      recommended_input_volume_stats_reporter_(
          InputVolumeStatsReporter::InputVolumeType::kRecommended) {
  RTC_LOG(LS_INFO) << "Injected APM submodules:"
                      "\nEcho control factory: "
                   << !!echo_control_factory_
                   << "\nEcho detector: " << !!submodules_.echo_detector
                   << "\nCapture analyzer: " << !!submodules_.capture_analyzer
                   << "\nCapture post processor: "
                   << !!submodules_.capture_post_processor
                   << "\nRender pre processor: "
                   << !!submodules_.render_pre_processor
                   << "\nNeural residual echo estimator "
                   << !!submodules_.neural_residual_echo_estimator;
  if (!DenormalDisabler::IsSupported()) {
    RTC_LOG(LS_INFO) << "Denormal disabler unsupported";
  }

  RTC_LOG(LS_INFO) << "AudioProcessing: " << config_.ToString();

  Initialize();
}

AudioProcessingImpl::~AudioProcessingImpl() = default;

int AudioProcessingImpl::Initialize() {
  // Run in a single-threaded manner during initialization.
  MutexLock lock_render(&mutex_render_);
  MutexLock lock_capture(&mutex_capture_);
  InitializeLocked();
  return kNoError;
}

int AudioProcessingImpl::Initialize(const ProcessingConfig& processing_config) {
  // Run in a single-threaded manner during initialization.
  MutexLock lock_render(&mutex_render_);
  MutexLock lock_capture(&mutex_capture_);
  InitializeLocked(processing_config);
  return kNoError;
}

void AudioProcessingImpl::MaybeInitializeRender(
    const StreamConfig& input_config,
    const StreamConfig& output_config) {
  ProcessingConfig processing_config = formats_.api_format;
  processing_config.reverse_input_stream() = input_config;
  processing_config.reverse_output_stream() = output_config;

  if (processing_config == formats_.api_format) {
    return;
  }

  MutexLock lock_capture(&mutex_capture_);
  InitializeLocked(processing_config);
}

void AudioProcessingImpl::InitializeLocked() {
  UpdateActiveSubmoduleStates();

  const int render_audiobuffer_sample_rate_hz =
      formats_.api_format.reverse_output_stream().num_frames() == 0
          ? formats_.render_processing_format.sample_rate_hz()
          : formats_.api_format.reverse_output_stream().sample_rate_hz();
  if (formats_.api_format.reverse_input_stream().num_channels() > 0) {
    render_.render_audio.reset(new AudioBuffer(
        formats_.api_format.reverse_input_stream().sample_rate_hz(),
        formats_.api_format.reverse_input_stream().num_channels(),
        formats_.render_processing_format.sample_rate_hz(),
        formats_.render_processing_format.num_channels(),
        render_audiobuffer_sample_rate_hz,
        formats_.render_processing_format.num_channels()));
    if (formats_.api_format.reverse_input_stream() !=
        formats_.api_format.reverse_output_stream()) {
      render_.render_converter = AudioConverter::Create(
          formats_.api_format.reverse_input_stream().num_channels(),
          formats_.api_format.reverse_input_stream().num_frames(),
          formats_.api_format.reverse_output_stream().num_channels(),
          formats_.api_format.reverse_output_stream().num_frames());
    } else {
      render_.render_converter.reset(nullptr);
    }
  } else {
    render_.render_audio.reset(nullptr);
    render_.render_converter.reset(nullptr);
  }

  // Enforce adaptive downmixing when the echo canceller is active and
  // multi-channel processing is used.
  AudioProcessing::Config::Pipeline::DownmixMethod downmixing_method =
      config_.pipeline.capture_downmix_method;
  AudioProcessing::Config::Pipeline::DownmixMethod downmixing_method_stereo =
      config_.pipeline.capture_downmix_method_stereo_aec;

  capture_.capture_audio.reset(new AudioBuffer(
      formats_.api_format.input_stream().sample_rate_hz(),
      formats_.api_format.input_stream().num_channels(),
      capture_nonlocked_.capture_processing_format.sample_rate_hz(),
      formats_.api_format.output_stream().num_channels(),
      formats_.api_format.output_stream().sample_rate_hz(), downmixing_method,
      downmixing_method_stereo));
  if (capture_nonlocked_.capture_processing_format.sample_rate_hz() <
          formats_.api_format.output_stream().sample_rate_hz() &&
      formats_.api_format.output_stream().sample_rate_hz() == 48000) {
    capture_.capture_fullband_audio.reset(
        new AudioBuffer(formats_.api_format.input_stream().sample_rate_hz(),
                        formats_.api_format.input_stream().num_channels(),
                        formats_.api_format.output_stream().sample_rate_hz(),
                        formats_.api_format.output_stream().num_channels(),
                        formats_.api_format.output_stream().sample_rate_hz(),
                        downmixing_method, downmixing_method_stereo));
  } else {
    capture_.capture_fullband_audio.reset();
  }

  AllocateRenderQueue();

  InitializeGainController1();
  InitializeHighPassFilter(true);
  InitializeResidualEchoDetector();
  InitializeEchoController();
  InitializeGainController2();
  InitializeNoiseSuppressor();
  InitializeAnalyzer();
  InitializePostProcessor();
  InitializePreProcessor();
  InitializeCaptureLevelsAdjuster();

  if (aec_dump_) {
    aec_dump_->WriteInitMessage(formats_.api_format, TimeUTCMillis());
  }
}

void AudioProcessingImpl::InitializeLocked(const ProcessingConfig& config) {
  UpdateActiveSubmoduleStates();

  formats_.api_format = config;

  // Choose maximum rate to use for the split filtering.
  RTC_DCHECK(config_.pipeline.maximum_internal_processing_rate == 48000 ||
             config_.pipeline.maximum_internal_processing_rate == 32000);
  int max_splitting_rate = 48000;
  if (config_.pipeline.maximum_internal_processing_rate == 32000 &&
      !constants_.enforce_48_khz_max_internal_processing_rate) {
    max_splitting_rate = config_.pipeline.maximum_internal_processing_rate;
  }

  int capture_processing_rate = SuitableProcessRate(
      std::min(formats_.api_format.input_stream().sample_rate_hz(),
               formats_.api_format.output_stream().sample_rate_hz()),
      max_splitting_rate,
      submodule_states_.CaptureMultiBandSubModulesActive() ||
          submodule_states_.RenderMultiBandSubModulesActive());
  RTC_DCHECK(capture_processing_rate == 16000 ||
             capture_processing_rate == 32000 ||
             capture_processing_rate == 48000);

  capture_nonlocked_.capture_processing_format =
      StreamConfig(capture_processing_rate);

  int render_processing_rate;
  if (!submodule_states_.EchoControllerEnabled()) {
    render_processing_rate = SuitableProcessRate(
        std::min(formats_.api_format.reverse_input_stream().sample_rate_hz(),
                 formats_.api_format.reverse_output_stream().sample_rate_hz()),
        max_splitting_rate,
        submodule_states_.CaptureMultiBandSubModulesActive() ||
            submodule_states_.RenderMultiBandSubModulesActive());
  } else {
    render_processing_rate = capture_processing_rate;
  }
  RTC_DCHECK(render_processing_rate == 16000 ||
             render_processing_rate == 32000 ||
             render_processing_rate == 48000);

  if (submodule_states_.RenderMultiBandSubModulesActive()) {
    // By default, downmix the render stream to mono for analysis. This has been
    // demonstrated to work well for AEC in most practical scenarios.
    const bool multi_channel_render = config_.pipeline.multi_channel_render &&
                                      constants_.multi_channel_render_support;
    int render_processing_num_channels =
        multi_channel_render
            ? formats_.api_format.reverse_input_stream().num_channels()
            : 1;
    formats_.render_processing_format =
        StreamConfig(render_processing_rate, render_processing_num_channels);
  } else {
    formats_.render_processing_format = StreamConfig(
        formats_.api_format.reverse_input_stream().sample_rate_hz(),
        formats_.api_format.reverse_input_stream().num_channels());
  }

  InitializeLocked();
}

void AudioProcessingImpl::ApplyConfig(const AudioProcessing::Config& config) {
  // Run in a single-threaded manner when applying the settings.
  MutexLock lock_render(&mutex_render_);
  MutexLock lock_capture(&mutex_capture_);

  RTC_LOG(LS_INFO) << "AudioProcessing::ApplyConfig: " << config.ToString();

  const bool pipeline_config_changed =
      config_.pipeline.multi_channel_render !=
          config.pipeline.multi_channel_render ||
      config_.pipeline.multi_channel_capture !=
          config.pipeline.multi_channel_capture ||
      config_.pipeline.maximum_internal_processing_rate !=
          config.pipeline.maximum_internal_processing_rate ||
      config_.pipeline.capture_downmix_method !=
          config.pipeline.capture_downmix_method ||
      config_.pipeline.capture_downmix_method_stereo_aec !=
          config.pipeline.capture_downmix_method_stereo_aec;

  const bool aec_config_changed =
      config_.echo_canceller.enabled != config.echo_canceller.enabled;

  const bool agc1_config_changed =
      config_.gain_controller1 != config.gain_controller1;

  const bool agc2_config_changed =
      config_.gain_controller2 != config.gain_controller2;

  const bool ns_config_changed =
      config_.noise_suppression.enabled != config.noise_suppression.enabled ||
      config_.noise_suppression.level != config.noise_suppression.level;

  const bool pre_amplifier_config_changed =
      config_.pre_amplifier.enabled != config.pre_amplifier.enabled ||
      config_.pre_amplifier.fixed_gain_factor !=
          config.pre_amplifier.fixed_gain_factor;

  const bool gain_adjustment_config_changed =
      config_.capture_level_adjustment != config.capture_level_adjustment;

  config_ = config;

  if (aec_config_changed) {
    InitializeEchoController();
  }

  if (ns_config_changed) {
    InitializeNoiseSuppressor();
  }

  InitializeHighPassFilter(false);

  if (agc1_config_changed) {
    InitializeGainController1();
  }

  const bool config_ok = GainController2::Validate(config_.gain_controller2);
  if (!config_ok) {
    RTC_LOG(LS_ERROR)
        << "Invalid Gain Controller 2 config; using the default config.";
    config_.gain_controller2 = AudioProcessing::Config::GainController2();
  }

  if (agc2_config_changed) {
    InitializeGainController2();
  }

  if (pre_amplifier_config_changed || gain_adjustment_config_changed) {
    InitializeCaptureLevelsAdjuster();
  }

  // Reinitialization must happen after all submodule configuration to avoid
  // additional reinitializations on the next capture / render processing call.
  bool reinitialization_needed =
      UpdateActiveSubmoduleStates() || pipeline_config_changed;
  if (reinitialization_needed) {
    InitializeLocked(formats_.api_format);
  }
}

int AudioProcessingImpl::proc_sample_rate_hz() const {
  // Used as callback from submodules, hence locking is not allowed.
  return capture_nonlocked_.capture_processing_format.sample_rate_hz();
}

int AudioProcessingImpl::proc_fullband_sample_rate_hz() const {
  return capture_.capture_fullband_audio
             ? capture_.capture_fullband_audio->num_frames() * 100
             : capture_nonlocked_.capture_processing_format.sample_rate_hz();
}

int AudioProcessingImpl::proc_split_sample_rate_hz() const {
  return kBandSplitRate;
}

size_t AudioProcessingImpl::num_reverse_channels() const {
  // Used as callback from submodules, hence locking is not allowed.
  return formats_.render_processing_format.num_channels();
}

size_t AudioProcessingImpl::num_input_channels() const {
  // Used as callback from submodules, hence locking is not allowed.
  return formats_.api_format.input_stream().num_channels();
}

size_t AudioProcessingImpl::num_proc_channels() const {
  // Used as callback from submodules, hence locking is not allowed.
  const bool multi_channel_capture = config_.pipeline.multi_channel_capture &&
                                     constants_.multi_channel_capture_support;
  if (submodule_states_.EchoControllerEnabled() && !multi_channel_capture) {
    return 1;
  }
  return num_output_channels();
}

size_t AudioProcessingImpl::num_output_channels() const {
  // Used as callback from submodules, hence locking is not allowed.
  return formats_.api_format.output_stream().num_channels();
}

void AudioProcessingImpl::set_output_will_be_muted(bool muted) {
  MutexLock lock(&mutex_capture_);
  HandleCaptureOutputUsedSetting(!muted);
}

void AudioProcessingImpl::HandleCaptureOutputUsedSetting(
    bool capture_output_used) {
  capture_.capture_output_used =
      capture_output_used || !constants_.minimize_processing_for_unused_output;

  if (submodules_.agc_manager) {
    submodules_.agc_manager->HandleCaptureOutputUsedChange(
        capture_.capture_output_used);
  }
  if (submodules_.echo_controller) {
    submodules_.echo_controller->SetCaptureOutputUsage(
        capture_.capture_output_used);
  }
  if (submodules_.noise_suppressor) {
    submodules_.noise_suppressor->SetCaptureOutputUsage(
        capture_.capture_output_used);
  }
  if (submodules_.gain_controller2) {
    submodules_.gain_controller2->SetCaptureOutputUsed(
        capture_.capture_output_used);
  }
}

void AudioProcessingImpl::SetRuntimeSetting(RuntimeSetting setting) {
  PostRuntimeSetting(setting);
}

bool AudioProcessingImpl::PostRuntimeSetting(RuntimeSetting setting) {
  switch (setting.type()) {
    case RuntimeSetting::Type::kCustomRenderProcessingRuntimeSetting:
    case RuntimeSetting::Type::kPlayoutAudioDeviceChange:
      return render_runtime_settings_enqueuer_.Enqueue(setting);
    case RuntimeSetting::Type::kCapturePreGain:
    case RuntimeSetting::Type::kCapturePostGain:
    case RuntimeSetting::Type::kCaptureCompressionGain:
    case RuntimeSetting::Type::kCaptureFixedPostGain:
    case RuntimeSetting::Type::kCaptureOutputUsed:
      return capture_runtime_settings_enqueuer_.Enqueue(setting);
    case RuntimeSetting::Type::kPlayoutVolumeChange: {
      bool enqueueing_successful;
      enqueueing_successful =
          capture_runtime_settings_enqueuer_.Enqueue(setting);
      enqueueing_successful =
          render_runtime_settings_enqueuer_.Enqueue(setting) &&
          enqueueing_successful;
      return enqueueing_successful;
    }
    case RuntimeSetting::Type::kNotSpecified:
      RTC_DCHECK_NOTREACHED();
      return true;
  }
  // The language allows the enum to have a non-enumerator
  // value. Check that this doesn't happen.
  RTC_DCHECK_NOTREACHED();
  return true;
}

AudioProcessingImpl::RuntimeSettingEnqueuer::RuntimeSettingEnqueuer(
    SwapQueue<RuntimeSetting>* runtime_settings)
    : runtime_settings_(*runtime_settings) {
  RTC_DCHECK(runtime_settings);
}

AudioProcessingImpl::RuntimeSettingEnqueuer::~RuntimeSettingEnqueuer() =
    default;

bool AudioProcessingImpl::RuntimeSettingEnqueuer::Enqueue(
    RuntimeSetting setting) {
  const bool successful_insert = runtime_settings_.Insert(&setting);

  if (!successful_insert) {
    RTC_LOG(LS_ERROR) << "Cannot enqueue a new runtime setting.";
  }
  return successful_insert;
}

void AudioProcessingImpl::MaybeInitializeCapture(
    const StreamConfig& input_config,
    const StreamConfig& output_config) {
  ProcessingConfig processing_config;
  bool reinitialization_required = false;
  {
    // Acquire the capture lock in order to access api_format. The lock is
    // released immediately, as we may need to acquire the render lock as part
    // of the conditional reinitialization.
    MutexLock lock_capture(&mutex_capture_);
    processing_config = formats_.api_format;
    reinitialization_required = UpdateActiveSubmoduleStates();
  }

  if (processing_config.input_stream() != input_config) {
    reinitialization_required = true;
  }

  if (processing_config.output_stream() != output_config) {
    reinitialization_required = true;
  }

  if (reinitialization_required) {
    MutexLock lock_render(&mutex_render_);
    MutexLock lock_capture(&mutex_capture_);
    // Reread the API format since the render format may have changed.
    processing_config = formats_.api_format;
    processing_config.input_stream() = input_config;
    processing_config.output_stream() = output_config;
    InitializeLocked(processing_config);
  }
}

int AudioProcessingImpl::ProcessStream(const float* const* src,
                                       const StreamConfig& input_config,
                                       const StreamConfig& output_config,
                                       float* const* dest) {
  TRACE_EVENT0("webrtc", "AudioProcessing::ProcessStream_StreamConfig");
  DenormalDisabler denormal_disabler;
  RETURN_ON_ERR(
      HandleUnsupportedAudioFormats(src, input_config, output_config, dest));
  MaybeInitializeCapture(input_config, output_config);

  MutexLock lock_capture(&mutex_capture_);

  if (aec_dump_) {
    RecordUnprocessedCaptureStream(src);
  }

  capture_.capture_audio->CopyFrom(src, formats_.api_format.input_stream());
  if (capture_.capture_fullband_audio) {
    capture_.capture_fullband_audio->CopyFrom(
        src, formats_.api_format.input_stream());
  }
  RETURN_ON_ERR(ProcessCaptureStreamLocked());
  if (capture_.capture_fullband_audio) {
    capture_.capture_fullband_audio->CopyTo(formats_.api_format.output_stream(),
                                            dest);
  } else {
    capture_.capture_audio->CopyTo(formats_.api_format.output_stream(), dest);
  }

  if (aec_dump_) {
    RecordProcessedCaptureStream(dest);
  }
  return kNoError;
}

void AudioProcessingImpl::HandleCaptureRuntimeSettings() {
  RuntimeSetting setting;
  int num_settings_processed = 0;
  while (capture_runtime_settings_.Remove(&setting)) {
    if (aec_dump_) {
      aec_dump_->WriteRuntimeSetting(setting);
    }
    switch (setting.type()) {
      case RuntimeSetting::Type::kCapturePreGain:
        if (config_.pre_amplifier.enabled ||
            config_.capture_level_adjustment.enabled) {
          float value;
          setting.GetFloat(&value);
          // If the pre-amplifier is used, apply the new gain to the
          // pre-amplifier regardless if the capture level adjustment is
          // activated. This approach allows both functionalities to coexist
          // until they have been properly merged.
          if (config_.pre_amplifier.enabled) {
            config_.pre_amplifier.fixed_gain_factor = value;
          } else {
            config_.capture_level_adjustment.pre_gain_factor = value;
          }

          // Use both the pre-amplifier and the capture level adjustment gains
          // as pre-gains.
          float gain = 1.f;
          if (config_.pre_amplifier.enabled) {
            gain *= config_.pre_amplifier.fixed_gain_factor;
          }
          if (config_.capture_level_adjustment.enabled) {
            gain *= config_.capture_level_adjustment.pre_gain_factor;
          }

          submodules_.capture_levels_adjuster->SetPreGain(gain);
        }
        // TODO(bugs.chromium.org/9138): Log setting handling by Aec Dump.
        break;
      case RuntimeSetting::Type::kCapturePostGain:
        if (config_.capture_level_adjustment.enabled) {
          float value;
          setting.GetFloat(&value);
          config_.capture_level_adjustment.post_gain_factor = value;
          submodules_.capture_levels_adjuster->SetPostGain(
              config_.capture_level_adjustment.post_gain_factor);
        }
        // TODO(bugs.chromium.org/9138): Log setting handling by Aec Dump.
        break;
      case RuntimeSetting::Type::kCaptureCompressionGain: {
        if (!submodules_.agc_manager &&
            !(submodules_.gain_controller2 &&
              config_.gain_controller2.input_volume_controller.enabled)) {
          float value;
          setting.GetFloat(&value);
          int int_value = static_cast<int>(value + .5f);
          config_.gain_controller1.compression_gain_db = int_value;
          if (submodules_.gain_control) {
            int error =
                submodules_.gain_control->set_compression_gain_db(int_value);
            RTC_DCHECK_EQ(kNoError, error);
          }
        }
        break;
      }
      case RuntimeSetting::Type::kCaptureFixedPostGain: {
        if (submodules_.gain_controller2) {
          float value;
          setting.GetFloat(&value);
          config_.gain_controller2.fixed_digital.gain_db = value;
          submodules_.gain_controller2->SetFixedGainDb(value);
        }
        break;
      }
      case RuntimeSetting::Type::kPlayoutVolumeChange: {
        int value;
        setting.GetInt(&value);
        capture_.playout_volume = value;
        break;
      }
      case RuntimeSetting::Type::kPlayoutAudioDeviceChange:
        RTC_DCHECK_NOTREACHED();
        break;
      case RuntimeSetting::Type::kCustomRenderProcessingRuntimeSetting:
        RTC_DCHECK_NOTREACHED();
        break;
      case RuntimeSetting::Type::kNotSpecified:
        RTC_DCHECK_NOTREACHED();
        break;
      case RuntimeSetting::Type::kCaptureOutputUsed:
        bool value;
        setting.GetBool(&value);
        HandleCaptureOutputUsedSetting(value);
        break;
    }
    ++num_settings_processed;
  }

  if (num_settings_processed >= RuntimeSettingQueueSize()) {
    // Handle overrun of the runtime settings queue, which likely will has
    // caused settings to be discarded.
    HandleOverrunInCaptureRuntimeSettingsQueue();
  }
}

void AudioProcessingImpl::HandleOverrunInCaptureRuntimeSettingsQueue() {
  // Fall back to a safe state for the case when a setting for capture output
  // usage setting has been missed.
  HandleCaptureOutputUsedSetting(/*capture_output_used=*/true);
}

void AudioProcessingImpl::HandleRenderRuntimeSettings() {
  RuntimeSetting setting;
  while (render_runtime_settings_.Remove(&setting)) {
    if (aec_dump_) {
      aec_dump_->WriteRuntimeSetting(setting);
    }
    switch (setting.type()) {
      case RuntimeSetting::Type::kPlayoutAudioDeviceChange:  // fall-through
      case RuntimeSetting::Type::kPlayoutVolumeChange:       // fall-through
      case RuntimeSetting::Type::kCustomRenderProcessingRuntimeSetting:
        if (submodules_.render_pre_processor) {
          submodules_.render_pre_processor->SetRuntimeSetting(setting);
        }
        break;
      case RuntimeSetting::Type::kCapturePreGain:          // fall-through
      case RuntimeSetting::Type::kCapturePostGain:         // fall-through
      case RuntimeSetting::Type::kCaptureCompressionGain:  // fall-through
      case RuntimeSetting::Type::kCaptureFixedPostGain:    // fall-through
      case RuntimeSetting::Type::kCaptureOutputUsed:       // fall-through
      case RuntimeSetting::Type::kNotSpecified:
        RTC_DCHECK_NOTREACHED();
        break;
    }
  }
}

void AudioProcessingImpl::QueueBandedRenderAudio(AudioBuffer* audio) {
  RTC_DCHECK_GE(160, audio->num_frames_per_band());

  if (!submodules_.agc_manager && submodules_.gain_control) {
    GainControlImpl::PackRenderAudioBuffer(*audio, &agc_render_queue_buffer_);
    // Insert the samples into the queue.
    if (!agc_render_signal_queue_->Insert(&agc_render_queue_buffer_)) {
      // The data queue is full and needs to be emptied.
      EmptyQueuedRenderAudio();

      // Retry the insert (should always work).
      bool result = agc_render_signal_queue_->Insert(&agc_render_queue_buffer_);
      RTC_DCHECK(result);
    }
  }
}

void AudioProcessingImpl::QueueNonbandedRenderAudio(AudioBuffer* audio) {
  if (submodules_.echo_detector) {
    PackRenderAudioBufferForEchoDetector(*audio, red_render_queue_buffer_);
    RTC_DCHECK(red_render_signal_queue_);
    // Insert the samples into the queue.
    if (!red_render_signal_queue_->Insert(&red_render_queue_buffer_)) {
      // The data queue is full and needs to be emptied.
      EmptyQueuedRenderAudio();

      // Retry the insert (should always work).
      bool result = red_render_signal_queue_->Insert(&red_render_queue_buffer_);
      RTC_DCHECK(result);
    }
  }
}

void AudioProcessingImpl::AllocateRenderQueue() {
  const size_t new_agc_render_queue_element_max_size =
      std::max(static_cast<size_t>(1), kMaxAllowedValuesOfSamplesPerBand);

  const size_t new_red_render_queue_element_max_size =
      std::max(static_cast<size_t>(1), kMaxAllowedValuesOfSamplesPerFrame);

  // Reallocate the queues if the queue item sizes are too small to fit the
  // data to put in the queues.

  if (agc_render_queue_element_max_size_ <
      new_agc_render_queue_element_max_size) {
    agc_render_queue_element_max_size_ = new_agc_render_queue_element_max_size;

    std::vector<int16_t> template_queue_element(
        agc_render_queue_element_max_size_);

    agc_render_signal_queue_.reset(
        new SwapQueue<std::vector<int16_t>, RenderQueueItemVerifier<int16_t>>(
            kMaxNumFramesToBuffer, template_queue_element,
            RenderQueueItemVerifier<int16_t>(
                agc_render_queue_element_max_size_)));

    agc_render_queue_buffer_.resize(agc_render_queue_element_max_size_);
    agc_capture_queue_buffer_.resize(agc_render_queue_element_max_size_);
  } else {
    agc_render_signal_queue_->Clear();
  }

  if (submodules_.echo_detector) {
    if (red_render_queue_element_max_size_ <
        new_red_render_queue_element_max_size) {
      red_render_queue_element_max_size_ =
          new_red_render_queue_element_max_size;

      std::vector<float> template_queue_element(
          red_render_queue_element_max_size_);

      red_render_signal_queue_.reset(
          new SwapQueue<std::vector<float>, RenderQueueItemVerifier<float>>(
              kMaxNumFramesToBuffer, template_queue_element,
              RenderQueueItemVerifier<float>(
                  red_render_queue_element_max_size_)));

      red_render_queue_buffer_.resize(red_render_queue_element_max_size_);
      red_capture_queue_buffer_.resize(red_render_queue_element_max_size_);
    } else {
      red_render_signal_queue_->Clear();
    }
  }
}

void AudioProcessingImpl::EmptyQueuedRenderAudio() {
  MutexLock lock_capture(&mutex_capture_);
  EmptyQueuedRenderAudioLocked();
}

void AudioProcessingImpl::EmptyQueuedRenderAudioLocked() {
  if (submodules_.gain_control) {
    while (agc_render_signal_queue_->Remove(&agc_capture_queue_buffer_)) {
      submodules_.gain_control->ProcessRenderAudio(agc_capture_queue_buffer_);
    }
  }

  if (submodules_.echo_detector) {
    while (red_render_signal_queue_->Remove(&red_capture_queue_buffer_)) {
      submodules_.echo_detector->AnalyzeRenderAudio(red_capture_queue_buffer_);
    }
  }
}

int AudioProcessingImpl::ProcessStream(const int16_t* const src,
                                       const StreamConfig& input_config,
                                       const StreamConfig& output_config,
                                       int16_t* const dest) {
  TRACE_EVENT0("webrtc", "AudioProcessing::ProcessStream_AudioFrame");

  RETURN_ON_ERR(
      HandleUnsupportedAudioFormats(src, input_config, output_config, dest));
  MaybeInitializeCapture(input_config, output_config);

  MutexLock lock_capture(&mutex_capture_);
  DenormalDisabler denormal_disabler;

  if (aec_dump_) {
    RecordUnprocessedCaptureStream(src, input_config);
  }

  capture_.capture_audio->CopyFrom(src, input_config);
  if (capture_.capture_fullband_audio) {
    capture_.capture_fullband_audio->CopyFrom(src, input_config);
  }
  RETURN_ON_ERR(ProcessCaptureStreamLocked());
  if (submodule_states_.CaptureMultiBandProcessingPresent() ||
      submodule_states_.CaptureFullBandProcessingActive()) {
    if (capture_.capture_fullband_audio) {
      capture_.capture_fullband_audio->CopyTo(output_config, dest);
    } else {
      capture_.capture_audio->CopyTo(output_config, dest);
    }
  }

  if (aec_dump_) {
    RecordProcessedCaptureStream(dest, output_config);
  }
  return kNoError;
}

int AudioProcessingImpl::ProcessCaptureStreamLocked() {
  EmptyQueuedRenderAudioLocked();
  HandleCaptureRuntimeSettings();
  DenormalDisabler denormal_disabler;

  data_dumper_->DumpRaw(
      "applied_input_volume",
      capture_.applied_input_volume.value_or(kUnspecifiedDataDumpInputVolume));

  AudioBuffer* capture_buffer = capture_.capture_audio.get();  // For brevity.
  AudioBuffer* linear_aec_buffer = capture_.linear_aec_output.get();

  if (submodules_.high_pass_filter &&
      config_.high_pass_filter.apply_in_full_band &&
      !constants_.enforce_split_band_hpf) {
    submodules_.high_pass_filter->Process(capture_buffer,
                                          /*use_split_band_data=*/false);
  }

  if (submodules_.capture_levels_adjuster) {
    if (config_.capture_level_adjustment.analog_mic_gain_emulation.enabled) {
      // When the input volume is emulated, retrieve the volume applied to the
      // input audio and notify that to APM so that the volume is passed to the
      // active AGC.
      set_stream_analog_level_locked(
          submodules_.capture_levels_adjuster->GetAnalogMicGainLevel());
    }
    submodules_.capture_levels_adjuster->ApplyPreLevelAdjustment(
        *capture_buffer);
  }

  capture_input_rms_.Analyze(ArrayView<const float>(
      capture_buffer->channels_const()[0],
      capture_nonlocked_.capture_processing_format.num_frames()));
  const bool log_rms = ++capture_rms_interval_counter_ >= 1000;
  if (log_rms) {
    capture_rms_interval_counter_ = 0;
    RmsLevel::Levels levels = capture_input_rms_.AverageAndPeak();
    RTC_HISTOGRAM_COUNTS_LINEAR("WebRTC.Audio.ApmCaptureInputLevelAverageRms",
                                levels.average, 1, RmsLevel::kMinLevelDb, 64);
    RTC_HISTOGRAM_COUNTS_LINEAR("WebRTC.Audio.ApmCaptureInputLevelPeakRms",
                                levels.peak, 1, RmsLevel::kMinLevelDb, 64);
  }

  if (capture_.applied_input_volume.has_value()) {
    applied_input_volume_stats_reporter_.UpdateStatistics(
        *capture_.applied_input_volume);
  }

  if (submodules_.echo_controller) {
    // Determine if the echo path gain has changed by checking all the gains
    // applied before AEC.
    capture_.echo_path_gain_change = capture_.applied_input_volume_changed;

    // Detect and flag any change in the capture level adjustment pre-gain.
    if (submodules_.capture_levels_adjuster) {
      float pre_adjustment_gain =
          submodules_.capture_levels_adjuster->GetPreAdjustmentGain();
      capture_.echo_path_gain_change =
          capture_.echo_path_gain_change ||
          (capture_.prev_pre_adjustment_gain != pre_adjustment_gain &&
           capture_.prev_pre_adjustment_gain >= 0.0f);
      capture_.prev_pre_adjustment_gain = pre_adjustment_gain;
    }

    // Detect volume change.
    capture_.echo_path_gain_change =
        capture_.echo_path_gain_change ||
        (capture_.prev_playout_volume != capture_.playout_volume &&
         capture_.prev_playout_volume >= 0);
    capture_.prev_playout_volume = capture_.playout_volume;

    submodules_.echo_controller->AnalyzeCapture(capture_buffer);
  }

  if (submodules_.agc_manager) {
    submodules_.agc_manager->AnalyzePreProcess(*capture_buffer);
  }

  if (submodules_.gain_controller2 &&
      config_.gain_controller2.input_volume_controller.enabled) {
    // Expect the volume to be available if the input controller is enabled.
    RTC_DCHECK(capture_.applied_input_volume.has_value());
    if (capture_.applied_input_volume.has_value()) {
      submodules_.gain_controller2->Analyze(*capture_.applied_input_volume,
                                            *capture_buffer);
    }
  }

  if (submodule_states_.CaptureMultiBandSubModulesActive() &&
      SampleRateSupportsMultiBand(
          capture_nonlocked_.capture_processing_format.sample_rate_hz())) {
    capture_buffer->SplitIntoFrequencyBands();
  }

  const bool multi_channel_capture = config_.pipeline.multi_channel_capture &&
                                     constants_.multi_channel_capture_support;
  if (submodules_.echo_controller && !multi_channel_capture) {
    // Force down-mixing of the number of channels after the detection of
    // capture signal saturation.
    // TODO(peah): Look into ensuring that this kind of tampering with the
    // AudioBuffer functionality should not be needed.
    capture_buffer->set_num_channels(1);
  }

  if (submodules_.high_pass_filter &&
      (!config_.high_pass_filter.apply_in_full_band ||
       constants_.enforce_split_band_hpf)) {
    submodules_.high_pass_filter->Process(capture_buffer,
                                          /*use_split_band_data=*/true);
  }

  if (submodules_.gain_control) {
    RETURN_ON_ERR(
        submodules_.gain_control->AnalyzeCaptureAudio(*capture_buffer));
  }

  if ((!config_.noise_suppression.analyze_linear_aec_output_when_available ||
       !linear_aec_buffer) &&
      submodules_.noise_suppressor) {
    submodules_.noise_suppressor->Analyze(*capture_buffer);
  }

    if (submodules_.echo_controller) {
      data_dumper_->DumpRaw("stream_delay", stream_delay_ms());

      if (capture_.was_stream_delay_set) {
        submodules_.echo_controller->SetAudioBufferDelay(stream_delay_ms());
      }

      submodules_.echo_controller->ProcessCapture(
          capture_buffer, linear_aec_buffer, capture_.echo_path_gain_change);
    }

    if (config_.noise_suppression.analyze_linear_aec_output_when_available &&
        linear_aec_buffer && submodules_.noise_suppressor) {
      submodules_.noise_suppressor->Analyze(*linear_aec_buffer);
    }

    if (submodules_.noise_suppressor) {
      submodules_.noise_suppressor->Process(capture_buffer);
    }

  if (submodules_.agc_manager) {
    submodules_.agc_manager->Process(*capture_buffer);

    std::optional<int> new_digital_gain =
        submodules_.agc_manager->GetDigitalCompressionGain();
    if (new_digital_gain && submodules_.gain_control) {
      submodules_.gain_control->set_compression_gain_db(*new_digital_gain);
    }
  }

  if (submodules_.gain_control) {
    // TODO(peah): Add reporting from AEC3 whether there is echo.
    RETURN_ON_ERR(submodules_.gain_control->ProcessCaptureAudio(
        capture_buffer, /*stream_has_echo*/ false));
  }

  if (submodule_states_.CaptureMultiBandProcessingPresent() &&
      SampleRateSupportsMultiBand(
          capture_nonlocked_.capture_processing_format.sample_rate_hz())) {
    capture_buffer->MergeFrequencyBands();
  }

  if (capture_.capture_output_used) {
    if (capture_.capture_fullband_audio) {
      const auto& ec = submodules_.echo_controller;
      bool ec_active = ec ? ec->ActiveProcessing() : false;
      // Only update the fullband buffer if the multiband processing has changed
      // the signal. Keep the original signal otherwise.
      if (submodule_states_.CaptureMultiBandProcessingActive(ec_active)) {
        capture_buffer->CopyTo(capture_.capture_fullband_audio.get());
      }
      capture_buffer = capture_.capture_fullband_audio.get();
    }

    if (submodules_.echo_detector) {
      submodules_.echo_detector->AnalyzeCaptureAudio(ArrayView<const float>(
          capture_buffer->channels()[0], capture_buffer->num_frames()));
    }

    // Experimental APM sub-module that analyzes `capture_buffer`.
    if (submodules_.capture_analyzer) {
      submodules_.capture_analyzer->Analyze(capture_buffer);
    }

    if (submodules_.gain_controller2) {
      // TODO(bugs.webrtc.org/7494): Let AGC2 detect applied input volume
      // changes.
      submodules_.gain_controller2->Process(
          capture_.applied_input_volume_changed, capture_buffer);
    }

    if (submodules_.post_filter) {
      submodules_.post_filter->Process(*capture_buffer);
    }

    if (submodules_.capture_post_processor) {
      submodules_.capture_post_processor->Process(capture_buffer);
    }

    capture_output_rms_.Analyze(ArrayView<const float>(
        capture_buffer->channels_const()[0],
        capture_nonlocked_.capture_processing_format.num_frames()));
    if (log_rms) {
      RmsLevel::Levels levels = capture_output_rms_.AverageAndPeak();
      RTC_HISTOGRAM_COUNTS_LINEAR(
          "WebRTC.Audio.ApmCaptureOutputLevelAverageRms", levels.average, 1,
          RmsLevel::kMinLevelDb, 64);
      RTC_HISTOGRAM_COUNTS_LINEAR("WebRTC.Audio.ApmCaptureOutputLevelPeakRms",
                                  levels.peak, 1, RmsLevel::kMinLevelDb, 64);
    }

    // Compute echo-detector stats.
    if (submodules_.echo_detector) {
      auto ed_metrics = submodules_.echo_detector->GetMetrics();
      capture_.stats.residual_echo_likelihood = ed_metrics.echo_likelihood;
      capture_.stats.residual_echo_likelihood_recent_max =
          ed_metrics.echo_likelihood_recent_max;
    }
  }

  // Compute echo-controller stats.
  if (submodules_.echo_controller) {
    auto ec_metrics = submodules_.echo_controller->GetMetrics();
    capture_.stats.echo_return_loss = ec_metrics.echo_return_loss;
    capture_.stats.echo_return_loss_enhancement =
        ec_metrics.echo_return_loss_enhancement;
    capture_.stats.delay_ms = ec_metrics.delay_ms;
  }

  // Pass stats for reporting.
  stats_reporter_.UpdateStatistics(capture_.stats);

  UpdateRecommendedInputVolumeLocked();
  if (capture_.recommended_input_volume.has_value()) {
    recommended_input_volume_stats_reporter_.UpdateStatistics(
        *capture_.recommended_input_volume);
  }

  if (submodules_.capture_levels_adjuster) {
    submodules_.capture_levels_adjuster->ApplyPostLevelAdjustment(
        *capture_buffer);

    if (config_.capture_level_adjustment.analog_mic_gain_emulation.enabled) {
      // If the input volume emulation is used, retrieve the recommended input
      // volume and set that to emulate the input volume on the next processed
      // audio frame.
      RTC_DCHECK(capture_.recommended_input_volume.has_value());
      submodules_.capture_levels_adjuster->SetAnalogMicGainLevel(
          *capture_.recommended_input_volume);
    }
  }

  // Temporarily set the output to zero after the stream has been unmuted
  // (capture output is again used). The purpose of this is to avoid clicks and
  // artefacts in the audio that results when the processing again is
  // reactivated after unmuting.
  if (!capture_.capture_output_used_last_frame &&
      capture_.capture_output_used) {
    for (size_t ch = 0; ch < capture_buffer->num_channels(); ++ch) {
      ArrayView<float> channel_view(capture_buffer->channels()[ch],
                                    capture_buffer->num_frames());
      std::fill(channel_view.begin(), channel_view.end(), 0.f);
    }
  }
  capture_.capture_output_used_last_frame = capture_.capture_output_used;

  capture_.was_stream_delay_set = false;

  data_dumper_->DumpRaw("recommended_input_volume",
                        capture_.recommended_input_volume.value_or(
                            kUnspecifiedDataDumpInputVolume));

  return kNoError;
}

int AudioProcessingImpl::AnalyzeReverseStream(
    const float* const* data,
    const StreamConfig& reverse_config) {
  TRACE_EVENT0("webrtc", "AudioProcessing::AnalyzeReverseStream_StreamConfig");
  MutexLock lock(&mutex_render_);
  DenormalDisabler denormal_disabler;
  RTC_DCHECK(data);
  for (size_t i = 0; i < reverse_config.num_channels(); ++i) {
    RTC_DCHECK(data[i]);
  }
  RETURN_ON_ERR(
      AudioFormatValidityToErrorCode(ValidateAudioFormat(reverse_config)));

  MaybeInitializeRender(reverse_config, reverse_config);
  return AnalyzeReverseStreamLocked(data, reverse_config, reverse_config);
}

int AudioProcessingImpl::ProcessReverseStream(const float* const* src,
                                              const StreamConfig& input_config,
                                              const StreamConfig& output_config,
                                              float* const* dest) {
  TRACE_EVENT0("webrtc", "AudioProcessing::ProcessReverseStream_StreamConfig");
  MutexLock lock(&mutex_render_);
  DenormalDisabler denormal_disabler;
  RETURN_ON_ERR(
      HandleUnsupportedAudioFormats(src, input_config, output_config, dest));

  MaybeInitializeRender(input_config, output_config);

  RETURN_ON_ERR(AnalyzeReverseStreamLocked(src, input_config, output_config));

  if (submodule_states_.RenderMultiBandProcessingActive() ||
      submodule_states_.RenderFullBandProcessingActive()) {
    render_.render_audio->CopyTo(formats_.api_format.reverse_output_stream(),
                                 dest);
  } else if (formats_.api_format.reverse_input_stream() !=
             formats_.api_format.reverse_output_stream()) {
    render_.render_converter->Convert(src, input_config.num_samples(), dest,
                                      output_config.num_samples());
  } else {
    CopyAudioIfNeeded(src, input_config.num_frames(),
                      input_config.num_channels(), dest);
  }

  return kNoError;
}

int AudioProcessingImpl::AnalyzeReverseStreamLocked(
    const float* const* src,
    const StreamConfig& /* input_config */,
    const StreamConfig& /* output_config */) {
  if (aec_dump_) {
    const size_t channel_size =
        formats_.api_format.reverse_input_stream().num_frames();
    const size_t num_channels =
        formats_.api_format.reverse_input_stream().num_channels();
    aec_dump_->WriteRenderStreamMessage(src, num_channels, channel_size);
  }
  render_.render_audio->CopyFrom(src,
                                 formats_.api_format.reverse_input_stream());
  return ProcessRenderStreamLocked();
}

int AudioProcessingImpl::ProcessReverseStream(const int16_t* const src,
                                              const StreamConfig& input_config,
                                              const StreamConfig& output_config,
                                              int16_t* const dest) {
  TRACE_EVENT0("webrtc", "AudioProcessing::ProcessReverseStream_AudioFrame");

  MutexLock lock(&mutex_render_);
  DenormalDisabler denormal_disabler;

  RETURN_ON_ERR(
      HandleUnsupportedAudioFormats(src, input_config, output_config, dest));
  MaybeInitializeRender(input_config, output_config);

  if (aec_dump_) {
    aec_dump_->WriteRenderStreamMessage(src, input_config.num_frames(),
                                        input_config.num_channels());
  }

  render_.render_audio->CopyFrom(src, input_config);
  RETURN_ON_ERR(ProcessRenderStreamLocked());
  if (submodule_states_.RenderMultiBandProcessingActive() ||
      submodule_states_.RenderFullBandProcessingActive()) {
    render_.render_audio->CopyTo(output_config, dest);
  }
  return kNoError;
}

int AudioProcessingImpl::ProcessRenderStreamLocked() {
  AudioBuffer* render_buffer = render_.render_audio.get();  // For brevity.

  HandleRenderRuntimeSettings();
  DenormalDisabler denormal_disabler;

  if (submodules_.render_pre_processor) {
    submodules_.render_pre_processor->Process(render_buffer);
  }

  QueueNonbandedRenderAudio(render_buffer);

  if (submodule_states_.RenderMultiBandSubModulesActive() &&
      SampleRateSupportsMultiBand(
          formats_.render_processing_format.sample_rate_hz())) {
    render_buffer->SplitIntoFrequencyBands();
  }

  if (submodule_states_.RenderMultiBandSubModulesActive()) {
    QueueBandedRenderAudio(render_buffer);
  }

  // TODO(peah): Perform the queuing inside QueueRenderAudiuo().
  if (submodules_.echo_controller) {
    submodules_.echo_controller->AnalyzeRender(render_buffer);
  }

  if (submodule_states_.RenderMultiBandProcessingActive() &&
      SampleRateSupportsMultiBand(
          formats_.render_processing_format.sample_rate_hz())) {
    render_buffer->MergeFrequencyBands();
  }

  return kNoError;
}

int AudioProcessingImpl::set_stream_delay_ms(int delay) {
  MutexLock lock(&mutex_capture_);
  Error retval = kNoError;
  capture_.was_stream_delay_set = true;

  if (delay < 0) {
    delay = 0;
    retval = kBadStreamParameterWarning;
  }

  // TODO(ajm): the max is rather arbitrarily chosen; investigate.
  if (delay > 500) {
    delay = 500;
    retval = kBadStreamParameterWarning;
  }

  capture_nonlocked_.stream_delay_ms = delay;
  return retval;
}

bool AudioProcessingImpl::GetLinearAecOutput(
    ArrayView<std::array<float, 160>> linear_output) const {
  MutexLock lock(&mutex_capture_);
  AudioBuffer* linear_aec_buffer = capture_.linear_aec_output.get();

  RTC_DCHECK(linear_aec_buffer);
  if (linear_aec_buffer) {
    RTC_DCHECK_EQ(1, linear_aec_buffer->num_bands());
    RTC_DCHECK_EQ(linear_output.size(), linear_aec_buffer->num_channels());

    for (size_t ch = 0; ch < linear_aec_buffer->num_channels(); ++ch) {
      RTC_DCHECK_EQ(linear_output[ch].size(), linear_aec_buffer->num_frames());
      ArrayView<const float> channel_view =
          ArrayView<const float>(linear_aec_buffer->channels_const()[ch],
                                 linear_aec_buffer->num_frames());
      FloatS16ToFloat(channel_view.data(), channel_view.size(),
                      linear_output[ch].data());
    }
    return true;
  }
  RTC_LOG(LS_ERROR) << "No linear AEC output available";
  RTC_DCHECK_NOTREACHED();
  return false;
}

int AudioProcessingImpl::stream_delay_ms() const {
  // Used as callback from submodules, hence locking is not allowed.
  return capture_nonlocked_.stream_delay_ms;
}

void AudioProcessingImpl::set_stream_key_pressed(bool key_pressed) {
  MutexLock lock(&mutex_capture_);
  capture_.key_pressed = key_pressed;
}

void AudioProcessingImpl::set_stream_analog_level(int level) {
  MutexLock lock_capture(&mutex_capture_);
  set_stream_analog_level_locked(level);
}

void AudioProcessingImpl::set_stream_analog_level_locked(int level) {
  capture_.applied_input_volume_changed =
      capture_.applied_input_volume.has_value() &&
      *capture_.applied_input_volume != level;
  capture_.applied_input_volume = level;

  // Invalidate any previously recommended input volume which will be updated by
  // `ProcessStream()`.
  capture_.recommended_input_volume = std::nullopt;

  if (submodules_.agc_manager) {
    submodules_.agc_manager->set_stream_analog_level(level);
    return;
  }

  if (submodules_.gain_control) {
    int error = submodules_.gain_control->set_stream_analog_level(level);
    RTC_DCHECK_EQ(kNoError, error);
    return;
  }
}

int AudioProcessingImpl::recommended_stream_analog_level() const {
  MutexLock lock_capture(&mutex_capture_);
  if (!capture_.applied_input_volume.has_value()) {
    RTC_LOG(LS_ERROR) << "set_stream_analog_level has not been called";
  }
  // Input volume to recommend when `set_stream_analog_level()` is not called.
  constexpr int kFallBackInputVolume = 255;
  // When APM has no input volume to recommend, return the latest applied input
  // volume that has been observed in order to possibly produce no input volume
  // change. If no applied input volume has been observed, return a fall-back
  // value.
  return capture_.recommended_input_volume.value_or(
      capture_.applied_input_volume.value_or(kFallBackInputVolume));
}

void AudioProcessingImpl::UpdateRecommendedInputVolumeLocked() {
  if (!capture_.applied_input_volume.has_value()) {
    // When `set_stream_analog_level()` is not called, no input level can be
    // recommended.
    capture_.recommended_input_volume = std::nullopt;
    return;
  }

  if (submodules_.agc_manager) {
    capture_.recommended_input_volume =
        submodules_.agc_manager->recommended_analog_level();
    return;
  }

  if (submodules_.gain_control) {
    capture_.recommended_input_volume =
        submodules_.gain_control->stream_analog_level();
    return;
  }

  if (submodules_.gain_controller2 &&
      config_.gain_controller2.input_volume_controller.enabled) {
    capture_.recommended_input_volume =
        submodules_.gain_controller2->recommended_input_volume();
    return;
  }

  capture_.recommended_input_volume = capture_.applied_input_volume;
}

bool AudioProcessingImpl::CreateAndAttachAecDump(absl::string_view file_name,
                                                 int64_t max_log_size_bytes,
                                                 TaskQueueBase* absl_nonnull
                                                     worker_queue) {
  std::unique_ptr<AecDump> aec_dump =
      AecDumpFactory::Create(file_name, max_log_size_bytes, worker_queue);
  if (!aec_dump) {
    return false;
  }

  AttachAecDump(std::move(aec_dump));
  return true;
}

bool AudioProcessingImpl::CreateAndAttachAecDump(FILE* handle,
                                                 int64_t max_log_size_bytes,
                                                 TaskQueueBase* absl_nonnull
                                                     worker_queue) {
  std::unique_ptr<AecDump> aec_dump =
      AecDumpFactory::Create(handle, max_log_size_bytes, worker_queue);
  if (!aec_dump) {
    return false;
  }

  AttachAecDump(std::move(aec_dump));
  return true;
}

void AudioProcessingImpl::AttachAecDump(std::unique_ptr<AecDump> aec_dump) {
  RTC_DCHECK(aec_dump);
  MutexLock lock_render(&mutex_render_);
  MutexLock lock_capture(&mutex_capture_);

  // The previously attached AecDump will be destroyed with the
  // 'aec_dump' parameter, which is after locks are released.
  aec_dump_.swap(aec_dump);
  WriteAecDumpConfigMessage(true);
  aec_dump_->WriteInitMessage(formats_.api_format, TimeUTCMillis());
}

void AudioProcessingImpl::DetachAecDump() {
  // The d-tor of a task-queue based AecDump blocks until all pending
  // tasks are done. This construction avoids blocking while holding
  // the render and capture locks.
  std::unique_ptr<AecDump> aec_dump = nullptr;
  {
    MutexLock lock_render(&mutex_render_);
    MutexLock lock_capture(&mutex_capture_);
    aec_dump = std::move(aec_dump_);
  }
}

AudioProcessing::Config AudioProcessingImpl::GetConfig() const {
  MutexLock lock_render(&mutex_render_);
  MutexLock lock_capture(&mutex_capture_);
  return config_;
}

bool AudioProcessingImpl::UpdateActiveSubmoduleStates() {
  return submodule_states_.Update(
      config_.high_pass_filter.enabled, !!submodules_.noise_suppressor,
      !!submodules_.gain_control, !!submodules_.gain_controller2,
      config_.pre_amplifier.enabled || config_.capture_level_adjustment.enabled,
      NeedEchoController(config_, !!echo_control_factory_));
}

void AudioProcessingImpl::InitializeHighPassFilter(bool forced_reset) {
  bool high_pass_filter_needed_by_aec =
      config_.echo_canceller.enabled &&
      config_.echo_canceller.enforce_high_pass_filtering;
  if (submodule_states_.HighPassFilteringRequired() ||
      high_pass_filter_needed_by_aec) {
    bool use_full_band = config_.high_pass_filter.apply_in_full_band &&
                         !constants_.enforce_split_band_hpf;
    int rate = use_full_band ? proc_fullband_sample_rate_hz()
                             : proc_split_sample_rate_hz();
    size_t num_channels =
        use_full_band ? num_output_channels() : num_proc_channels();

    if (!submodules_.high_pass_filter ||
        rate != submodules_.high_pass_filter->sample_rate_hz() ||
        forced_reset ||
        num_channels != submodules_.high_pass_filter->num_channels()) {
      submodules_.high_pass_filter.reset(
          new HighPassFilter(rate, num_channels));
    }
  } else {
    submodules_.high_pass_filter.reset();
  }
}

void AudioProcessingImpl::InitializeEchoController() {
  submodules_.echo_controller.reset();
  capture_.linear_aec_output.reset();
  submodules_.post_filter.reset();

  bool use_echo_controller =
      NeedEchoController(config_, !!echo_control_factory_);

  if (use_echo_controller) {
    // Create and activate the echo controller.
    if (echo_control_factory_) {
      submodules_.echo_controller = echo_control_factory_->Create(
          env_, proc_sample_rate_hz(), num_reverse_channels(),
          num_proc_channels(),
          submodules_.neural_residual_echo_estimator.get());
      RTC_DCHECK(submodules_.echo_controller);
    } else {
      EchoCanceller3Config config_to_use =
          echo_canceller_config_.value_or(EchoCanceller3Config());
      std::optional<EchoCanceller3Config> multichannel_config_to_use =
          echo_canceller_multichannel_config_;
      if (!echo_canceller_config_.has_value() &&
          !multichannel_config_to_use.has_value()) {
        // We create a default multichannel config only if the user has set no
        // config: If the user only provides a non-multichannel config, that
        // config is used for both mono and multichannel AEC.
        multichannel_config_to_use =
            EchoCanceller3Config::CreateDefaultMultichannelConfig();
      }
      submodules_.echo_controller = std::make_unique<EchoCanceller3>(
          env_, config_to_use, multichannel_config_to_use,
          submodules_.neural_residual_echo_estimator.get(),
          proc_sample_rate_hz(), num_reverse_channels(), num_proc_channels());
    }

    // Setup the storage for returning the linear AEC output.
    if (config_.echo_canceller.export_linear_aec_output) {
      constexpr int kLinearOutputRateHz = 16000;
      capture_.linear_aec_output = std::make_unique<AudioBuffer>(
          kLinearOutputRateHz, num_proc_channels(), kLinearOutputRateHz,
          num_proc_channels(), kLinearOutputRateHz, num_proc_channels());
    }

    if (!env_.field_trials().IsEnabled("WebRTC-PostFilterKillSwitch")) {
      // Only creates a PostFilter if current sample-rate is high enough to
      // require a filter.
      submodules_.post_filter = PostFilter::CreateIfNeeded(
          proc_sample_rate_hz(), num_proc_channels());
    }

    return;
  }
}

void AudioProcessingImpl::InitializeGainController1() {
  if (config_.gain_controller2.enabled &&
      config_.gain_controller2.input_volume_controller.enabled &&
      config_.gain_controller1.enabled &&
      (config_.gain_controller1.mode ==
           AudioProcessing::Config::GainController1::kAdaptiveAnalog ||
       config_.gain_controller1.analog_gain_controller.enabled)) {
    RTC_LOG(LS_ERROR) << "APM configuration not valid: "
                      << "Multiple input volume controllers enabled.";
  }

  if (!config_.gain_controller1.enabled) {
    submodules_.agc_manager.reset();
    submodules_.gain_control.reset();
    return;
  }

  RTC_HISTOGRAM_BOOLEAN(
      "WebRTC.Audio.GainController.Analog.Enabled",
      config_.gain_controller1.analog_gain_controller.enabled);

  if (!submodules_.gain_control) {
    submodules_.gain_control.reset(new GainControlImpl());
  }

  submodules_.gain_control->Initialize(num_proc_channels(),
                                       proc_sample_rate_hz());
  if (!config_.gain_controller1.analog_gain_controller.enabled) {
    int error = submodules_.gain_control->set_mode(
        Agc1ConfigModeToInterfaceMode(config_.gain_controller1.mode));
    RTC_DCHECK_EQ(kNoError, error);
    error = submodules_.gain_control->set_target_level_dbfs(
        config_.gain_controller1.target_level_dbfs);
    RTC_DCHECK_EQ(kNoError, error);
    error = submodules_.gain_control->set_compression_gain_db(
        config_.gain_controller1.compression_gain_db);
    RTC_DCHECK_EQ(kNoError, error);
    error = submodules_.gain_control->enable_limiter(
        config_.gain_controller1.enable_limiter);
    RTC_DCHECK_EQ(kNoError, error);
    constexpr int kAnalogLevelMinimum = 0;
    constexpr int kAnalogLevelMaximum = 255;
    error = submodules_.gain_control->set_analog_level_limits(
        kAnalogLevelMinimum, kAnalogLevelMaximum);
    RTC_DCHECK_EQ(kNoError, error);

    submodules_.agc_manager.reset();
    return;
  }

  if (!submodules_.agc_manager || submodules_.agc_manager->num_channels() !=
                                      static_cast<int>(num_proc_channels())) {
    int stream_analog_level = -1;
    const bool re_creation = !!submodules_.agc_manager;
    if (re_creation) {
      stream_analog_level = submodules_.agc_manager->recommended_analog_level();
    }
    submodules_.agc_manager = std::make_unique<AgcManagerDirect>(
        env_, num_proc_channels(),
        config_.gain_controller1.analog_gain_controller);
    if (re_creation) {
      submodules_.agc_manager->set_stream_analog_level(stream_analog_level);
    }
  }
  submodules_.agc_manager->Initialize();
  submodules_.agc_manager->SetupDigitalGainControl(*submodules_.gain_control);
  submodules_.agc_manager->HandleCaptureOutputUsedChange(
      capture_.capture_output_used);
}

void AudioProcessingImpl::InitializeGainController2() {
  if (!config_.gain_controller2.enabled) {
    submodules_.gain_controller2.reset();
    return;
  }
  // Input volume controller configuration if the AGC2 is running
  // and its parameters require to fully switch the gain control to
  // AGC2.
  const InputVolumeController::Config input_volume_controller_config =
      InputVolumeController::Config{};
  submodules_.gain_controller2 = std::make_unique<GainController2>(
      env_, config_.gain_controller2, input_volume_controller_config,
      proc_fullband_sample_rate_hz(), num_output_channels(),
      /*use_internal_vad=*/true);
  submodules_.gain_controller2->SetCaptureOutputUsed(
      capture_.capture_output_used);
}

void AudioProcessingImpl::InitializeNoiseSuppressor() {
  submodules_.noise_suppressor.reset();

  if (config_.noise_suppression.enabled) {
    auto map_level =
        [](AudioProcessing::Config::NoiseSuppression::Level level) {
          using NoiseSuppresionConfig =
              AudioProcessing::Config::NoiseSuppression;
          switch (level) {
            case NoiseSuppresionConfig::kLow:
              return NsConfig::SuppressionLevel::k6dB;
            case NoiseSuppresionConfig::kModerate:
              return NsConfig::SuppressionLevel::k12dB;
            case NoiseSuppresionConfig::kHigh:
              return NsConfig::SuppressionLevel::k18dB;
            case NoiseSuppresionConfig::kVeryHigh:
              return NsConfig::SuppressionLevel::k21dB;
          }
          RTC_CHECK_NOTREACHED();
        };

    NsConfig cfg;
    cfg.target_level = map_level(config_.noise_suppression.level);
    submodules_.noise_suppressor = std::make_unique<NoiseSuppressor>(
        cfg, proc_sample_rate_hz(), num_proc_channels());
  }
}

void AudioProcessingImpl::InitializeCaptureLevelsAdjuster() {
  if (config_.pre_amplifier.enabled ||
      config_.capture_level_adjustment.enabled) {
    // Use both the pre-amplifier and the capture level adjustment gains as
    // pre-gains.
    float pre_gain = 1.f;
    if (config_.pre_amplifier.enabled) {
      pre_gain *= config_.pre_amplifier.fixed_gain_factor;
    }
    if (config_.capture_level_adjustment.enabled) {
      pre_gain *= config_.capture_level_adjustment.pre_gain_factor;
    }

    submodules_.capture_levels_adjuster =
        std::make_unique<CaptureLevelsAdjuster>(
            config_.capture_level_adjustment.analog_mic_gain_emulation.enabled,
            config_.capture_level_adjustment.analog_mic_gain_emulation
                .initial_level,
            pre_gain, config_.capture_level_adjustment.post_gain_factor);
  } else {
    submodules_.capture_levels_adjuster.reset();
  }
}

void AudioProcessingImpl::InitializeResidualEchoDetector() {
  if (submodules_.echo_detector) {
    submodules_.echo_detector->Initialize(
        proc_fullband_sample_rate_hz(), 1,
        formats_.render_processing_format.sample_rate_hz(), 1);
  }
}

void AudioProcessingImpl::InitializeAnalyzer() {
  if (submodules_.capture_analyzer) {
    submodules_.capture_analyzer->Initialize(proc_fullband_sample_rate_hz(),
                                             num_proc_channels());
  }
}

void AudioProcessingImpl::InitializePostProcessor() {
  if (submodules_.capture_post_processor) {
    submodules_.capture_post_processor->Initialize(
        proc_fullband_sample_rate_hz(), num_proc_channels());
  }
}

void AudioProcessingImpl::InitializePreProcessor() {
  if (submodules_.render_pre_processor) {
    submodules_.render_pre_processor->Initialize(
        formats_.render_processing_format.sample_rate_hz(),
        formats_.render_processing_format.num_channels());
  }
}

void AudioProcessingImpl::WriteAecDumpConfigMessage(bool forced) {
  if (!aec_dump_) {
    return;
  }

  std::string experiments_description = "";
  // TODO(peah): Add semicolon-separated concatenations of experiment
  // descriptions for other submodules.
  if (!!submodules_.capture_post_processor) {
    experiments_description += "CapturePostProcessor;";
  }
  if (!!submodules_.render_pre_processor) {
    experiments_description += "RenderPreProcessor;";
  }
  if (submodule_states_.EchoControllerEnabled()) {
    experiments_description += "EchoController;";
  }
  if (config_.gain_controller2.enabled) {
    experiments_description += "GainController2;";
  }
  if (submodules_.neural_residual_echo_estimator) {
    experiments_description += "NeuralResidualEchoEstimator;";
  }

  InternalAPMConfig apm_config;

  apm_config.aec_enabled = config_.echo_canceller.enabled;
  apm_config.aec_delay_agnostic_enabled = false;
  apm_config.aec_extended_filter_enabled = false;
  apm_config.aec_suppression_level = 0;

  apm_config.agc_enabled = !!submodules_.gain_control;

  apm_config.agc_mode = submodules_.gain_control
                            ? static_cast<int>(submodules_.gain_control->mode())
                            : GainControl::kAdaptiveAnalog;
  apm_config.agc_limiter_enabled =
      submodules_.gain_control ? submodules_.gain_control->is_limiter_enabled()
                               : false;
  apm_config.noise_robust_agc_enabled = !!submodules_.agc_manager;

  apm_config.hpf_enabled = config_.high_pass_filter.enabled;

  apm_config.ns_enabled = config_.noise_suppression.enabled;
  apm_config.ns_level = static_cast<int>(config_.noise_suppression.level);

  apm_config.experiments_description = experiments_description;
  apm_config.pre_amplifier_enabled = config_.pre_amplifier.enabled;
  apm_config.pre_amplifier_fixed_gain_factor =
      config_.pre_amplifier.fixed_gain_factor;

  apm_config.api_config_string = config_.ToString();

  if (!forced && apm_config == apm_config_for_aec_dump_) {
    return;
  }
  aec_dump_->WriteConfig(apm_config);
  apm_config_for_aec_dump_ = apm_config;
}

void AudioProcessingImpl::RecordUnprocessedCaptureStream(
    const float* const* src) {
  RTC_DCHECK(aec_dump_);
  WriteAecDumpConfigMessage(false);

  const size_t channel_size = formats_.api_format.input_stream().num_frames();
  const size_t num_channels = formats_.api_format.input_stream().num_channels();
  for (size_t ch = 0u; ch < num_channels; ++ch) {
    aec_dump_->AddCaptureStreamInput(
        MonoView<const float>(src[ch], channel_size));
  }
  RecordAudioProcessingState();
}

void AudioProcessingImpl::RecordUnprocessedCaptureStream(
    const int16_t* const data,
    const StreamConfig& config) {
  RTC_DCHECK(aec_dump_);
  WriteAecDumpConfigMessage(false);

  aec_dump_->AddCaptureStreamInput(data, config.num_channels(),
                                   config.num_frames());
  RecordAudioProcessingState();
}

void AudioProcessingImpl::RecordProcessedCaptureStream(
    const float* const* processed_capture_stream) {
  RTC_DCHECK(aec_dump_);

  const size_t channel_size = formats_.api_format.output_stream().num_frames();
  const size_t num_channels =
      formats_.api_format.output_stream().num_channels();
  for (size_t ch = 0u; ch < num_channels; ++ch) {
    aec_dump_->AddCaptureStreamOutput(
        MonoView<const float>(processed_capture_stream[ch], channel_size));
  }

  aec_dump_->WriteCaptureStreamMessage();
}

void AudioProcessingImpl::RecordProcessedCaptureStream(
    const int16_t* const data,
    const StreamConfig& config) {
  RTC_DCHECK(aec_dump_);

  aec_dump_->AddCaptureStreamOutput(data, config.num_channels(),
                                    config.num_frames());
  aec_dump_->WriteCaptureStreamMessage();
}

void AudioProcessingImpl::RecordAudioProcessingState() {
  RTC_DCHECK(aec_dump_);
  AecDump::AudioProcessingState audio_proc_state;
  audio_proc_state.delay = capture_nonlocked_.stream_delay_ms;
  audio_proc_state.drift = 0;
  audio_proc_state.applied_input_volume = capture_.applied_input_volume;
  audio_proc_state.keypress = capture_.key_pressed;
  aec_dump_->AddAudioProcessingState(audio_proc_state);
}

AudioProcessingImpl::ApmCaptureState::ApmCaptureState()
    : was_stream_delay_set(false),
      capture_output_used(true),
      capture_output_used_last_frame(true),
      key_pressed(false),
      capture_processing_format(kSampleRate16kHz),
      echo_path_gain_change(false),
      prev_pre_adjustment_gain(-1.0f),
      playout_volume(-1),
      prev_playout_volume(-1),
      applied_input_volume_changed(false) {}

AudioProcessingImpl::ApmCaptureState::~ApmCaptureState() = default;

AudioProcessingImpl::ApmRenderState::ApmRenderState() = default;

AudioProcessingImpl::ApmRenderState::~ApmRenderState() = default;

AudioProcessingImpl::ApmStatsReporter::ApmStatsReporter()
    : stats_message_queue_(1) {}

AudioProcessingImpl::ApmStatsReporter::~ApmStatsReporter() = default;

AudioProcessingStats AudioProcessingImpl::ApmStatsReporter::GetStatistics() {
  MutexLock lock_stats(&mutex_stats_);
  bool new_stats_available = stats_message_queue_.Remove(&cached_stats_);
  // If the message queue is full, return the cached stats.
  static_cast<void>(new_stats_available);

  return cached_stats_;
}

void AudioProcessingImpl::ApmStatsReporter::UpdateStatistics(
    const AudioProcessingStats& new_stats) {
  AudioProcessingStats stats_to_queue = new_stats;
  bool stats_message_passed = stats_message_queue_.Insert(&stats_to_queue);
  // If the message queue is full, discard the new stats.
  static_cast<void>(stats_message_passed);
}

}  // namespace webrtc