audio/aidl/vts/VtsHalBassBoostTargetTest.cpp - LeafOS-Project/android_hardware_interfaces - Gitiles

 /*
  * Copyright (C) 2022 The Android Open Source Project
  *
  * Licensed under the Apache License, Version 2.0 (the "License");
  * you may not use this file except in compliance with the License.
  * You may obtain a copy of the License at
  *
  *      http://www.apache.org/licenses/LICENSE-2.0
  *
  * Unless required by applicable law or agreed to in writing, software
  * distributed under the License is distributed on an "AS IS" BASIS,
  * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
  * See the License for the specific language governing permissions and
  * limitations under the License.
  */

 #include <limits.h>

 #define LOG_TAG "VtsHalBassBoostTest"
 #include <aidl/Vintf.h>
 #include <android-base/logging.h>
 #include "EffectHelper.h"
 #include "pffft.hpp"

 using namespace android;

 using aidl::android::hardware::audio::common::getChannelCount;
 using aidl::android::hardware::audio::effect::BassBoost;
 using aidl::android::hardware::audio::effect::Capability;
 using aidl::android::hardware::audio::effect::Descriptor;
 using aidl::android::hardware::audio::effect::getEffectTypeUuidBassBoost;
 using aidl::android::hardware::audio::effect::IEffect;
 using aidl::android::hardware::audio::effect::IFactory;
 using aidl::android::hardware::audio::effect::Parameter;
 using aidl::android::hardware::audio::effect::Range;
 using android::hardware::audio::common::testing::detail::TestExecutionTracer;

 // minimal HAL interface version to run bassboost data path test
 constexpr int32_t kMinDataTestHalVersion = 2;
 static const std::vector<int32_t> kLayouts = {AudioChannelLayout::LAYOUT_STEREO,
                                               AudioChannelLayout::LAYOUT_MONO};
 /*
  * Testing parameter range, assuming the parameter supported by effect is in this range.
  * Parameter should be within the valid range defined in the documentation,
  * for any supported value test expects EX_NONE from IEffect.setParameter(),
  * otherwise expect EX_ILLEGAL_ARGUMENT.
  */

 class BassBoostEffectHelper : public EffectHelper {
   public:
     void SetUpBassBoost(int32_t layout = AudioChannelLayout::LAYOUT_STEREO) {
         ASSERT_NE(nullptr, mFactory);
         ASSERT_NO_FATAL_FAILURE(create(mFactory, mEffect, mDescriptor));
         setFrameCounts(layout);

         AudioChannelLayout channelLayout =
                 AudioChannelLayout::make<AudioChannelLayout::layoutMask>(layout);

         Parameter::Specific specific = getDefaultParamSpecific();
         Parameter::Common common = EffectHelper::createParamCommon(
                 0 /* session */, 1 /* ioHandle */, kSamplingFrequency /* iSampleRate */,
                 kSamplingFrequency /* oSampleRate */, mInputFrameCount /* iFrameCount */,
                 mOutputFrameCount /* oFrameCount */, channelLayout, channelLayout);
         ASSERT_NO_FATAL_FAILURE(open(mEffect, common, specific, &mOpenEffectReturn, EX_NONE));
         ASSERT_NE(nullptr, mEffect);
     }

     void TearDownBassBoost() {
         ASSERT_NO_FATAL_FAILURE(close(mEffect));
         ASSERT_NO_FATAL_FAILURE(destroy(mFactory, mEffect));
         mOpenEffectReturn = IEffect::OpenEffectReturn{};
     }

     Parameter::Specific getDefaultParamSpecific() {
         BassBoost bb = BassBoost::make<BassBoost::strengthPm>(0);
         Parameter::Specific specific =
                 Parameter::Specific::make<Parameter::Specific::bassBoost>(bb);
         return specific;
     }

     void setFrameCounts(int32_t inputBufferLayout) {
         int channelCount = getChannelCount(
                 AudioChannelLayout::make<AudioChannelLayout::layoutMask>(inputBufferLayout));
         mInputFrameCount = kInputSize / channelCount;
         mOutputFrameCount = kInputSize / channelCount;
     }

     Parameter createBassBoostParam(int strength) {
         return Parameter::make<Parameter::specific>(
                 Parameter::Specific::make<Parameter::Specific::bassBoost>(
                         BassBoost::make<BassBoost::strengthPm>(strength)));
     }

     bool isStrengthValid(int strength) {
         auto bb = BassBoost::make<BassBoost::strengthPm>(strength);
         return isParameterValid<BassBoost, Range::bassBoost>(bb, mDescriptor);
     }

     void setAndVerifyParameters(int strength, binder_exception_t expected) {
         auto expectedParam = createBassBoostParam(strength);
         EXPECT_STATUS(expected, mEffect->setParameter(expectedParam)) << expectedParam.toString();

         if (expected == EX_NONE) {
             auto bbId = BassBoost::Id::make<BassBoost::Id::commonTag>(
                     BassBoost::Tag(BassBoost::strengthPm));
             auto id = Parameter::Id::make<Parameter::Id::bassBoostTag>(bbId);
             // get parameter
             Parameter getParam;
             // if set success, then get should match
             EXPECT_STATUS(expected, mEffect->getParameter(id, &getParam));
             EXPECT_EQ(expectedParam, getParam) << "\nexpectedParam:" << expectedParam.toString()
                                                << "\ngetParam:" << getParam.toString();
         }
     }

     static constexpr int kSamplingFrequency = 44100;
     static constexpr int kDurationMilliSec = 2000;
     static constexpr int kInputSize = kSamplingFrequency * kDurationMilliSec / 1000;
     long mInputFrameCount, mOutputFrameCount;
     std::shared_ptr<IFactory> mFactory;
     Descriptor mDescriptor;
     std::shared_ptr<IEffect> mEffect;
     IEffect::OpenEffectReturn mOpenEffectReturn;
 };

 /**
  * Here we focus on specific parameter checking, general IEffect interfaces testing performed in
  * VtsAudioEffectTargetTest.
  */
 enum ParamName { PARAM_INSTANCE_NAME, PARAM_STRENGTH };
 using BassBoostParamTestParam = std::tuple<std::pair<std::shared_ptr<IFactory>, Descriptor>, int>;

 class BassBoostParamTest : public ::testing::TestWithParam<BassBoostParamTestParam>,
                            public BassBoostEffectHelper {
   public:
     BassBoostParamTest() : mParamStrength(std::get<PARAM_STRENGTH>(GetParam())) {
         std::tie(mFactory, mDescriptor) = std::get<PARAM_INSTANCE_NAME>(GetParam());
     }

     void SetUp() override { ASSERT_NO_FATAL_FAILURE(SetUpBassBoost()); }
     void TearDown() override { TearDownBassBoost(); }

     int mParamStrength = 0;
 };

 TEST_P(BassBoostParamTest, SetAndGetStrength) {
     if (isStrengthValid(mParamStrength)) {
         ASSERT_NO_FATAL_FAILURE(setAndVerifyParameters(mParamStrength, EX_NONE));
     } else {
         ASSERT_NO_FATAL_FAILURE(setAndVerifyParameters(mParamStrength, EX_ILLEGAL_ARGUMENT));
     }
 }

 enum DataParamName { DATA_INSTANCE_NAME, DATA_LAYOUT };

 using BassBoostDataTestParam =
         std::tuple<std::pair<std::shared_ptr<IFactory>, Descriptor>, int32_t>;

 class BassBoostDataTest : public ::testing::TestWithParam<BassBoostDataTestParam>,
                           public BassBoostEffectHelper {
   public:
     BassBoostDataTest() : mChannelLayout(std::get<DATA_LAYOUT>(GetParam())) {
         std::tie(mFactory, mDescriptor) = std::get<DATA_INSTANCE_NAME>(GetParam());
         mStrengthValues = getTestValueSet<BassBoost, int, Range::bassBoost, BassBoost::strengthPm>(
                 {std::get<DATA_INSTANCE_NAME>(GetParam())}, expandTestValueBasic<int>);
     }

     void SetUp() override {
         SKIP_TEST_IF_DATA_UNSUPPORTED(mDescriptor.common.flags);
         ASSERT_NO_FATAL_FAILURE(SetUpBassBoost(mChannelLayout));
         if (int32_t version;
             mEffect->getInterfaceVersion(&version).isOk() && version < kMinDataTestHalVersion) {
             GTEST_SKIP() << "Skipping the data test for version: " << version << "\n";
         }
     }

     void TearDown() override {
         SKIP_TEST_IF_DATA_UNSUPPORTED(mDescriptor.common.flags);
         TearDownBassBoost();
     }

     // Find FFT bin indices for testFrequencies and get bin center frequencies
     void roundToFreqCenteredToFftBin(std::vector<int>& testFrequencies,
                                      std::vector<int>& binOffsets) {
         for (size_t i = 0; i < testFrequencies.size(); i++) {
             binOffsets[i] = std::round(testFrequencies[i] / kBinWidth);
             testFrequencies[i] = std::round(binOffsets[i] * kBinWidth);
         }
     }

     // Generate multitone input between -1 to +1 using testFrequencies
     void generateMultiTone(const std::vector<int>& testFrequencies, std::vector<float>& input) {
         for (auto i = 0; i < kInputSize; i++) {
             input[i] = 0;

             for (size_t j = 0; j < testFrequencies.size(); j++) {
                 input[i] += sin(2 * M_PI * testFrequencies[j] * i / kSamplingFrequency);
             }
             input[i] /= testFrequencies.size();
         }
     }

     // Use FFT transform to convert the buffer to frequency domain
     // Compute its magnitude at binOffsets
     std::vector<float> calculateMagnitude(const std::vector<float>& buffer,
                                           const std::vector<int>& binOffsets) {
         std::vector<float> fftInput(kNPointFFT);
         PFFFT_Setup* inputHandle = pffft_new_setup(kNPointFFT, PFFFT_REAL);
         pffft_transform_ordered(inputHandle, buffer.data(), fftInput.data(), nullptr,
                                 PFFFT_FORWARD);
         pffft_destroy_setup(inputHandle);
         std::vector<float> bufferMag(binOffsets.size());
         for (size_t i = 0; i < binOffsets.size(); i++) {
             size_t k = binOffsets[i];
             bufferMag[i] = sqrt((fftInput[k * 2] * fftInput[k * 2]) +
                                 (fftInput[k * 2 + 1] * fftInput[k * 2 + 1]));
         }

         return bufferMag;
     }

     // Calculate gain difference between low frequency and high frequency magnitude
     float calculateGainDiff(const std::vector<float>& inputMag,
                             const std::vector<float>& outputMag) {
         std::vector<float> gains(inputMag.size());

         for (size_t i = 0; i < inputMag.size(); i++) {
             gains[i] = 20 * log10(outputMag[i] / inputMag[i]);
         }

         return gains[0] - gains[1];
     }

     static constexpr int kNPointFFT = 32768;
     static constexpr float kBinWidth = (float)kSamplingFrequency / kNPointFFT;
     std::set<int> mStrengthValues;
     int32_t mChannelLayout;
 };

 TEST_P(BassBoostDataTest, IncreasingStrength) {
     // Frequencies to generate multitone input
     std::vector<int> testFrequencies = {100, 1000};

     // FFT bin indices for testFrequencies
     std::vector<int> binOffsets(testFrequencies.size());

     std::vector<float> input(kInputSize);
     std::vector<float> baseOutput(kInputSize);

     std::vector<float> inputMag(testFrequencies.size());
     float prevGain = -100;

     roundToFreqCenteredToFftBin(testFrequencies, binOffsets);

     generateMultiTone(testFrequencies, input);

     inputMag = calculateMagnitude(input, binOffsets);

     if (isStrengthValid(0)) {
         ASSERT_NO_FATAL_FAILURE(setAndVerifyParameters(0, EX_NONE));
     } else {
         GTEST_SKIP() << "Strength not supported, skipping the test\n";
     }

     ASSERT_NO_FATAL_FAILURE(
             processAndWriteToOutput(input, baseOutput, mEffect, &mOpenEffectReturn));

     std::vector<float> baseMag(testFrequencies.size());
     baseMag = calculateMagnitude(baseOutput, binOffsets);
     float baseDiff = calculateGainDiff(inputMag, baseMag);

     for (int strength : mStrengthValues) {
         // Skipping the further steps for invalid strength values
         if (!isStrengthValid(strength)) {
             continue;
         }

         ASSERT_NO_FATAL_FAILURE(setAndVerifyParameters(strength, EX_NONE));

         std::vector<float> output(kInputSize);
         std::vector<float> outputMag(testFrequencies.size());

         ASSERT_NO_FATAL_FAILURE(
                 processAndWriteToOutput(input, output, mEffect, &mOpenEffectReturn));

         outputMag = calculateMagnitude(output, binOffsets);
         float diff = calculateGainDiff(inputMag, outputMag);

         ASSERT_GT(diff, prevGain);
         ASSERT_GT(diff, baseDiff);
         prevGain = diff;
     }
 }

 std::vector<std::pair<std::shared_ptr<IFactory>, Descriptor>> kDescPair;
 INSTANTIATE_TEST_SUITE_P(
         BassBoostTest, BassBoostParamTest,
         ::testing::Combine(
                 testing::ValuesIn(kDescPair = EffectFactoryHelper::getAllEffectDescriptors(
                                           IFactory::descriptor, getEffectTypeUuidBassBoost())),
                 testing::ValuesIn(EffectHelper::getTestValueSet<BassBoost, int, Range::bassBoost,
                                                                 BassBoost::strengthPm>(
                         kDescPair, EffectHelper::expandTestValueBasic<int>))),
         [](const testing::TestParamInfo<BassBoostParamTest::ParamType>& info) {
             auto descriptor = std::get<PARAM_INSTANCE_NAME>(info.param).second;
             std::string strength = std::to_string(std::get<PARAM_STRENGTH>(info.param));
             std::string name = getPrefix(descriptor) + "_strength_" + strength;
             std::replace_if(
                     name.begin(), name.end(), [](const char c) { return !std::isalnum(c); }, '_');
             return name;
         });

 GTEST_ALLOW_UNINSTANTIATED_PARAMETERIZED_TEST(BassBoostParamTest);

 INSTANTIATE_TEST_SUITE_P(
         BassBoostTest, BassBoostDataTest,
         ::testing::Combine(testing::ValuesIn(EffectFactoryHelper::getAllEffectDescriptors(
                                    IFactory::descriptor, getEffectTypeUuidBassBoost())),
                            testing::ValuesIn(kLayouts)),
         [](const testing::TestParamInfo<BassBoostDataTest::ParamType>& info) {
             auto descriptor = std::get<DATA_INSTANCE_NAME>(info.param).second;
             std::string layout = std::to_string(std::get<DATA_LAYOUT>(info.param));
             std::string name = getPrefix(descriptor) + "_layout_" + layout;
             std::replace_if(
                     name.begin(), name.end(), [](const char c) { return !std::isalnum(c); }, '_');
             return name;
         });

 GTEST_ALLOW_UNINSTANTIATED_PARAMETERIZED_TEST(BassBoostDataTest);

 int main(int argc, char** argv) {
     ::testing::InitGoogleTest(&argc, argv);
     ::testing::UnitTest::GetInstance()->listeners().Append(new TestExecutionTracer());
     ABinderProcess_setThreadPoolMaxThreadCount(1);
     ABinderProcess_startThreadPool();
     return RUN_ALL_TESTS();
 }
	/*
	* Copyright (C) 2022 The Android Open Source Project
	*
	* Licensed under the Apache License, Version 2.0 (the "License");
	* you may not use this file except in compliance with the License.
	* You may obtain a copy of the License at
	*
	* http://www.apache.org/licenses/LICENSE-2.0
	*
	* Unless required by applicable law or agreed to in writing, software
	* distributed under the License is distributed on an "AS IS" BASIS,
	* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
	* See the License for the specific language governing permissions and
	* limitations under the License.
	*/

	#include <limits.h>

	#define LOG_TAG "VtsHalBassBoostTest"
	#include <aidl/Vintf.h>
	#include <android-base/logging.h>
	#include "EffectHelper.h"
	#include "pffft.hpp"

	using namespace android;

	using aidl::android::hardware::audio::common::getChannelCount;
	using aidl::android::hardware::audio::effect::BassBoost;
	using aidl::android::hardware::audio::effect::Capability;
	using aidl::android::hardware::audio::effect::Descriptor;
	using aidl::android::hardware::audio::effect::getEffectTypeUuidBassBoost;
	using aidl::android::hardware::audio::effect::IEffect;
	using aidl::android::hardware::audio::effect::IFactory;
	using aidl::android::hardware::audio::effect::Parameter;
	using aidl::android::hardware::audio::effect::Range;
	using android::hardware::audio::common::testing::detail::TestExecutionTracer;

	// minimal HAL interface version to run bassboost data path test
	constexpr int32_t kMinDataTestHalVersion = 2;
	static const std::vector<int32_t> kLayouts = {AudioChannelLayout::LAYOUT_STEREO,
	AudioChannelLayout::LAYOUT_MONO};
	/*
	* Testing parameter range, assuming the parameter supported by effect is in this range.
	* Parameter should be within the valid range defined in the documentation,
	* for any supported value test expects EX_NONE from IEffect.setParameter(),
	* otherwise expect EX_ILLEGAL_ARGUMENT.
	*/

	class BassBoostEffectHelper : public EffectHelper {
	public:
	void SetUpBassBoost(int32_t layout = AudioChannelLayout::LAYOUT_STEREO) {
	ASSERT_NE(nullptr, mFactory);
	ASSERT_NO_FATAL_FAILURE(create(mFactory, mEffect, mDescriptor));
	setFrameCounts(layout);

	AudioChannelLayout channelLayout =
	AudioChannelLayout::make<AudioChannelLayout::layoutMask>(layout);

	Parameter::Specific specific = getDefaultParamSpecific();
	Parameter::Common common = EffectHelper::createParamCommon(
	0 /* session /, 1 / ioHandle /, kSamplingFrequency / iSampleRate */,
	kSamplingFrequency /* oSampleRate /, mInputFrameCount / iFrameCount */,
	mOutputFrameCount /* oFrameCount */, channelLayout, channelLayout);
	ASSERT_NO_FATAL_FAILURE(open(mEffect, common, specific, &mOpenEffectReturn, EX_NONE));
	ASSERT_NE(nullptr, mEffect);
	}

	void TearDownBassBoost() {
	ASSERT_NO_FATAL_FAILURE(close(mEffect));
	ASSERT_NO_FATAL_FAILURE(destroy(mFactory, mEffect));
	mOpenEffectReturn = IEffect::OpenEffectReturn{};
	}

	Parameter::Specific getDefaultParamSpecific() {
	BassBoost bb = BassBoost::make<BassBoost::strengthPm>(0);
	Parameter::Specific specific =
	Parameter::Specific::make<Parameter::Specific::bassBoost>(bb);
	return specific;
	}

	void setFrameCounts(int32_t inputBufferLayout) {
	int channelCount = getChannelCount(
	AudioChannelLayout::make<AudioChannelLayout::layoutMask>(inputBufferLayout));
	mInputFrameCount = kInputSize / channelCount;
	mOutputFrameCount = kInputSize / channelCount;
	}

	Parameter createBassBoostParam(int strength) {
	return Parameter::make<Parameter::specific>(
	Parameter::Specific::make<Parameter::Specific::bassBoost>(
	BassBoost::make<BassBoost::strengthPm>(strength)));
	}

	bool isStrengthValid(int strength) {
	auto bb = BassBoost::make<BassBoost::strengthPm>(strength);
	return isParameterValid<BassBoost, Range::bassBoost>(bb, mDescriptor);
	}

	void setAndVerifyParameters(int strength, binder_exception_t expected) {
	auto expectedParam = createBassBoostParam(strength);
	EXPECT_STATUS(expected, mEffect->setParameter(expectedParam)) << expectedParam.toString();

	if (expected == EX_NONE) {
	auto bbId = BassBoost::Id::make<BassBoost::Id::commonTag>(
	BassBoost::Tag(BassBoost::strengthPm));
	auto id = Parameter::Id::make<Parameter::Id::bassBoostTag>(bbId);
	// get parameter
	Parameter getParam;
	// if set success, then get should match
	EXPECT_STATUS(expected, mEffect->getParameter(id, &getParam));
	EXPECT_EQ(expectedParam, getParam) << "\nexpectedParam:" << expectedParam.toString()
	<< "\ngetParam:" << getParam.toString();
	}
	}

	static constexpr int kSamplingFrequency = 44100;
	static constexpr int kDurationMilliSec = 2000;
	static constexpr int kInputSize = kSamplingFrequency * kDurationMilliSec / 1000;
	long mInputFrameCount, mOutputFrameCount;
	std::shared_ptr<IFactory> mFactory;
	Descriptor mDescriptor;
	std::shared_ptr<IEffect> mEffect;
	IEffect::OpenEffectReturn mOpenEffectReturn;
	};

	/**
	* Here we focus on specific parameter checking, general IEffect interfaces testing performed in
	* VtsAudioEffectTargetTest.
	*/
	enum ParamName { PARAM_INSTANCE_NAME, PARAM_STRENGTH };
	using BassBoostParamTestParam = std::tuple<std::pair<std::shared_ptr<IFactory>, Descriptor>, int>;

	class BassBoostParamTest : public ::testing::TestWithParam<BassBoostParamTestParam>,
	public BassBoostEffectHelper {
	public:
	BassBoostParamTest() : mParamStrength(std::get<PARAM_STRENGTH>(GetParam())) {
	std::tie(mFactory, mDescriptor) = std::get<PARAM_INSTANCE_NAME>(GetParam());
	}

	void SetUp() override { ASSERT_NO_FATAL_FAILURE(SetUpBassBoost()); }
	void TearDown() override { TearDownBassBoost(); }

	int mParamStrength = 0;
	};

	TEST_P(BassBoostParamTest, SetAndGetStrength) {
	if (isStrengthValid(mParamStrength)) {
	ASSERT_NO_FATAL_FAILURE(setAndVerifyParameters(mParamStrength, EX_NONE));
	} else {
	ASSERT_NO_FATAL_FAILURE(setAndVerifyParameters(mParamStrength, EX_ILLEGAL_ARGUMENT));
	}
	}

	enum DataParamName { DATA_INSTANCE_NAME, DATA_LAYOUT };

	using BassBoostDataTestParam =
	std::tuple<std::pair<std::shared_ptr<IFactory>, Descriptor>, int32_t>;

	class BassBoostDataTest : public ::testing::TestWithParam<BassBoostDataTestParam>,
	public BassBoostEffectHelper {
	public:
	BassBoostDataTest() : mChannelLayout(std::get<DATA_LAYOUT>(GetParam())) {
	std::tie(mFactory, mDescriptor) = std::get<DATA_INSTANCE_NAME>(GetParam());
	mStrengthValues = getTestValueSet<BassBoost, int, Range::bassBoost, BassBoost::strengthPm>(
	{std::get<DATA_INSTANCE_NAME>(GetParam())}, expandTestValueBasic<int>);
	}

	void SetUp() override {
	SKIP_TEST_IF_DATA_UNSUPPORTED(mDescriptor.common.flags);
	ASSERT_NO_FATAL_FAILURE(SetUpBassBoost(mChannelLayout));
	if (int32_t version;
	mEffect->getInterfaceVersion(&version).isOk() && version < kMinDataTestHalVersion) {
	GTEST_SKIP() << "Skipping the data test for version: " << version << "\n";
	}
	}

	void TearDown() override {
	SKIP_TEST_IF_DATA_UNSUPPORTED(mDescriptor.common.flags);
	TearDownBassBoost();
	}

	// Find FFT bin indices for testFrequencies and get bin center frequencies
	void roundToFreqCenteredToFftBin(std::vector<int>& testFrequencies,
	std::vector<int>& binOffsets) {
	for (size_t i = 0; i < testFrequencies.size(); i++) {
	binOffsets[i] = std::round(testFrequencies[i] / kBinWidth);
	testFrequencies[i] = std::round(binOffsets[i] * kBinWidth);
	}
	}

	// Generate multitone input between -1 to +1 using testFrequencies
	void generateMultiTone(const std::vector<int>& testFrequencies, std::vector<float>& input) {
	for (auto i = 0; i < kInputSize; i++) {
	input[i] = 0;

	for (size_t j = 0; j < testFrequencies.size(); j++) {
	input[i] += sin(2 * M_PI * testFrequencies[j] * i / kSamplingFrequency);
	}
	input[i] /= testFrequencies.size();
	}
	}

	// Use FFT transform to convert the buffer to frequency domain
	// Compute its magnitude at binOffsets
	std::vector<float> calculateMagnitude(const std::vector<float>& buffer,
	const std::vector<int>& binOffsets) {
	std::vector<float> fftInput(kNPointFFT);
	PFFFT_Setup* inputHandle = pffft_new_setup(kNPointFFT, PFFFT_REAL);
	pffft_transform_ordered(inputHandle, buffer.data(), fftInput.data(), nullptr,
	PFFFT_FORWARD);
	pffft_destroy_setup(inputHandle);
	std::vector<float> bufferMag(binOffsets.size());
	for (size_t i = 0; i < binOffsets.size(); i++) {
	size_t k = binOffsets[i];
	bufferMag[i] = sqrt((fftInput[k * 2] * fftInput[k * 2]) +
	(fftInput[k * 2 + 1] * fftInput[k * 2 + 1]));
	}

	return bufferMag;
	}

	// Calculate gain difference between low frequency and high frequency magnitude
	float calculateGainDiff(const std::vector<float>& inputMag,
	const std::vector<float>& outputMag) {
	std::vector<float> gains(inputMag.size());

	for (size_t i = 0; i < inputMag.size(); i++) {
	gains[i] = 20 * log10(outputMag[i] / inputMag[i]);
	}

	return gains[0] - gains[1];
	}

	static constexpr int kNPointFFT = 32768;
	static constexpr float kBinWidth = (float)kSamplingFrequency / kNPointFFT;
	std::set<int> mStrengthValues;
	int32_t mChannelLayout;
	};

	TEST_P(BassBoostDataTest, IncreasingStrength) {
	// Frequencies to generate multitone input
	std::vector<int> testFrequencies = {100, 1000};

	// FFT bin indices for testFrequencies
	std::vector<int> binOffsets(testFrequencies.size());

	std::vector<float> input(kInputSize);
	std::vector<float> baseOutput(kInputSize);

	std::vector<float> inputMag(testFrequencies.size());
	float prevGain = -100;

	roundToFreqCenteredToFftBin(testFrequencies, binOffsets);

	generateMultiTone(testFrequencies, input);

	inputMag = calculateMagnitude(input, binOffsets);

	if (isStrengthValid(0)) {
	ASSERT_NO_FATAL_FAILURE(setAndVerifyParameters(0, EX_NONE));
	} else {
	GTEST_SKIP() << "Strength not supported, skipping the test\n";
	}

	ASSERT_NO_FATAL_FAILURE(
	processAndWriteToOutput(input, baseOutput, mEffect, &mOpenEffectReturn));

	std::vector<float> baseMag(testFrequencies.size());
	baseMag = calculateMagnitude(baseOutput, binOffsets);
	float baseDiff = calculateGainDiff(inputMag, baseMag);

	for (int strength : mStrengthValues) {
	// Skipping the further steps for invalid strength values
	if (!isStrengthValid(strength)) {
	continue;
	}

	ASSERT_NO_FATAL_FAILURE(setAndVerifyParameters(strength, EX_NONE));

	std::vector<float> output(kInputSize);
	std::vector<float> outputMag(testFrequencies.size());

	ASSERT_NO_FATAL_FAILURE(
	processAndWriteToOutput(input, output, mEffect, &mOpenEffectReturn));

	outputMag = calculateMagnitude(output, binOffsets);
	float diff = calculateGainDiff(inputMag, outputMag);

	ASSERT_GT(diff, prevGain);
	ASSERT_GT(diff, baseDiff);
	prevGain = diff;
	}
	}

	std::vector<std::pair<std::shared_ptr<IFactory>, Descriptor>> kDescPair;
	INSTANTIATE_TEST_SUITE_P(
	BassBoostTest, BassBoostParamTest,
	::testing::Combine(
	testing::ValuesIn(kDescPair = EffectFactoryHelper::getAllEffectDescriptors(
	IFactory::descriptor, getEffectTypeUuidBassBoost())),
	testing::ValuesIn(EffectHelper::getTestValueSet<BassBoost, int, Range::bassBoost,
	BassBoost::strengthPm>(
	kDescPair, EffectHelper::expandTestValueBasic<int>))),
	[](const testing::TestParamInfo<BassBoostParamTest::ParamType>& info) {
	auto descriptor = std::get<PARAM_INSTANCE_NAME>(info.param).second;
	std::string strength = std::to_string(std::get<PARAM_STRENGTH>(info.param));
	std::string name = getPrefix(descriptor) + "_strength_" + strength;
	std::replace_if(
	name.begin(), name.end(), [](const char c) { return !std::isalnum(c); }, '_');
	return name;
	});

	GTEST_ALLOW_UNINSTANTIATED_PARAMETERIZED_TEST(BassBoostParamTest);

	INSTANTIATE_TEST_SUITE_P(
	BassBoostTest, BassBoostDataTest,
	::testing::Combine(testing::ValuesIn(EffectFactoryHelper::getAllEffectDescriptors(
	IFactory::descriptor, getEffectTypeUuidBassBoost())),
	testing::ValuesIn(kLayouts)),
	[](const testing::TestParamInfo<BassBoostDataTest::ParamType>& info) {
	auto descriptor = std::get<DATA_INSTANCE_NAME>(info.param).second;
	std::string layout = std::to_string(std::get<DATA_LAYOUT>(info.param));
	std::string name = getPrefix(descriptor) + "_layout_" + layout;
	std::replace_if(
	name.begin(), name.end(), [](const char c) { return !std::isalnum(c); }, '_');
	return name;
	});

	GTEST_ALLOW_UNINSTANTIATED_PARAMETERIZED_TEST(BassBoostDataTest);

	int main(int argc, char** argv) {
	::testing::InitGoogleTest(&argc, argv);
	::testing::UnitTest::GetInstance()->listeners().Append(new TestExecutionTracer());
	ABinderProcess_setThreadPoolMaxThreadCount(1);
	ABinderProcess_startThreadPool();
	return RUN_ALL_TESTS();
	}