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Shunkai Yaoa4ab38c2022-10-14 01:07:47 +00001/*
2 * Copyright (C) 2022 The Android Open Source Project
3 *
4 * Licensed under the Apache License, Version 2.0 (the "License");
5 * you may not use this file except in compliance with the License.
6 * You may obtain a copy of the License at
7 *
8 * http://www.apache.org/licenses/LICENSE-2.0
9 *
10 * Unless required by applicable law or agreed to in writing, software
11 * distributed under the License is distributed on an "AS IS" BASIS,
12 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
13 * See the License for the specific language governing permissions and
14 * limitations under the License.
15 */
16
17#pragma once
18
Shunkai Yao812d5b42022-11-16 18:08:50 +000019#include <algorithm>
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +000020#include <memory>
21#include <string>
Shunkai Yao0a0c45e2023-02-13 17:41:11 +000022#include <type_traits>
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +000023#include <unordered_map>
Shunkai Yaof60fc372023-12-12 17:48:18 +000024#include <utility>
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +000025#include <vector>
26
Mikhail Naganov872d4a62023-03-09 18:19:01 -080027#include <Utils.h>
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +000028#include <aidl/android/hardware/audio/effect/IEffect.h>
29#include <aidl/android/hardware/audio/effect/IFactory.h>
30#include <aidl/android/media/audio/common/AudioChannelLayout.h>
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +000031#include <android/binder_auto_utils.h>
32#include <fmq/AidlMessageQueue.h>
Krzysztof KosiƄskia3a78a62023-03-04 00:58:52 +000033#include <gtest/gtest.h>
Shunkai Yao9e60e632023-06-23 04:34:50 +000034#include <system/audio_aidl_utils.h>
Shunkai Yao0a0c45e2023-02-13 17:41:11 +000035#include <system/audio_effects/aidl_effects_utils.h>
Shunkai Yaof8be1ac2023-03-06 18:41:27 +000036#include <system/audio_effects/effect_uuid.h>
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +000037
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +000038#include "EffectFactoryHelper.h"
39#include "TestUtils.h"
Sneha Patil93e4eb52024-02-13 14:09:48 +053040#include "pffft.hpp"
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +000041
42using namespace android;
43using aidl::android::hardware::audio::effect::CommandId;
44using aidl::android::hardware::audio::effect::Descriptor;
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +000045using aidl::android::hardware::audio::effect::IEffect;
Shunkai Yao65c7c702024-01-09 20:50:53 +000046using aidl::android::hardware::audio::effect::kEventFlagDataMqUpdate;
Shunkai Yao41888a22023-04-10 17:13:30 +000047using aidl::android::hardware::audio::effect::kEventFlagNotEmpty;
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +000048using aidl::android::hardware::audio::effect::Parameter;
Shunkai Yao0a0c45e2023-02-13 17:41:11 +000049using aidl::android::hardware::audio::effect::Range;
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +000050using aidl::android::hardware::audio::effect::State;
51using aidl::android::hardware::common::fmq::SynchronizedReadWrite;
52using aidl::android::media::audio::common::AudioChannelLayout;
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +000053using aidl::android::media::audio::common::AudioFormatDescription;
54using aidl::android::media::audio::common::AudioFormatType;
55using aidl::android::media::audio::common::AudioUuid;
56using aidl::android::media::audio::common::PcmType;
Shunkai Yao9e60e632023-06-23 04:34:50 +000057using ::android::audio::utils::toString;
Shunkai Yao41888a22023-04-10 17:13:30 +000058using ::android::hardware::EventFlag;
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +000059
Shunkai Yao812d5b42022-11-16 18:08:50 +000060const AudioFormatDescription kDefaultFormatDescription = {
Shunkai Yao6afc8552022-10-26 22:47:20 +000061 .type = AudioFormatType::PCM, .pcm = PcmType::FLOAT_32_BIT, .encoding = ""};
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +000062
Shunkai Yao812d5b42022-11-16 18:08:50 +000063typedef ::android::AidlMessageQueue<IEffect::Status,
64 ::aidl::android::hardware::common::fmq::SynchronizedReadWrite>
65 StatusMQ;
66typedef ::android::AidlMessageQueue<float,
67 ::aidl::android::hardware::common::fmq::SynchronizedReadWrite>
68 DataMQ;
69
Shunkai Yao9e60e632023-06-23 04:34:50 +000070static inline std::string getPrefix(Descriptor& descriptor) {
Jaideep Sharmae4c7a962023-06-14 19:14:44 +053071 std::string prefix = "Implementor_" + descriptor.common.implementor + "_name_" +
Shunkai Yao9e60e632023-06-23 04:34:50 +000072 descriptor.common.name + "_UUID_" + toString(descriptor.common.id.uuid);
Sneha Patil94abce02024-04-03 12:15:03 +053073 std::replace_if(
74 prefix.begin(), prefix.end(), [](const char c) { return !std::isalnum(c); }, '_');
Jaideep Sharmae4c7a962023-06-14 19:14:44 +053075 return prefix;
76}
77
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +000078class EffectHelper {
79 public:
Shunkai Yao812d5b42022-11-16 18:08:50 +000080 static void create(std::shared_ptr<IFactory> factory, std::shared_ptr<IEffect>& effect,
Shunkai Yaocb0fc412022-12-15 20:34:32 +000081 Descriptor& desc, binder_status_t status = EX_NONE) {
Shunkai Yao812d5b42022-11-16 18:08:50 +000082 ASSERT_NE(factory, nullptr);
Shunkai Yaocb0fc412022-12-15 20:34:32 +000083 auto& id = desc.common.id;
84 ASSERT_STATUS(status, factory->createEffect(id.uuid, &effect));
Shunkai Yao812d5b42022-11-16 18:08:50 +000085 if (status == EX_NONE) {
Jaideep Sharmae4c7a962023-06-14 19:14:44 +053086 ASSERT_NE(effect, nullptr) << toString(id.uuid);
Shunkai Yao812d5b42022-11-16 18:08:50 +000087 }
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +000088 }
89
Shunkai Yaocb0fc412022-12-15 20:34:32 +000090 static void destroyIgnoreRet(std::shared_ptr<IFactory> factory,
91 std::shared_ptr<IEffect> effect) {
92 if (factory && effect) {
93 factory->destroyEffect(effect);
94 }
95 }
96
Shunkai Yao812d5b42022-11-16 18:08:50 +000097 static void destroy(std::shared_ptr<IFactory> factory, std::shared_ptr<IEffect> effect,
98 binder_status_t status = EX_NONE) {
99 ASSERT_NE(factory, nullptr);
100 ASSERT_NE(effect, nullptr);
Shunkai Yaocb0fc412022-12-15 20:34:32 +0000101 ASSERT_STATUS(status, factory->destroyEffect(effect));
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +0000102 }
103
Shunkai Yao812d5b42022-11-16 18:08:50 +0000104 static void open(std::shared_ptr<IEffect> effect, const Parameter::Common& common,
105 const std::optional<Parameter::Specific>& specific,
106 IEffect::OpenEffectReturn* ret, binder_status_t status = EX_NONE) {
107 ASSERT_NE(effect, nullptr);
Shunkai Yaocb0fc412022-12-15 20:34:32 +0000108 ASSERT_STATUS(status, effect->open(common, specific, ret));
Shunkai Yao812d5b42022-11-16 18:08:50 +0000109 }
110
111 static void open(std::shared_ptr<IEffect> effect, int session = 0,
112 binder_status_t status = EX_NONE) {
113 ASSERT_NE(effect, nullptr);
114 Parameter::Common common = EffectHelper::createParamCommon(session);
115 IEffect::OpenEffectReturn ret;
Shunkai Yaocb0fc412022-12-15 20:34:32 +0000116 ASSERT_NO_FATAL_FAILURE(open(effect, common, std::nullopt /* specific */, &ret, status));
Shunkai Yao812d5b42022-11-16 18:08:50 +0000117 }
118
Shunkai Yaocb0fc412022-12-15 20:34:32 +0000119 static void closeIgnoreRet(std::shared_ptr<IEffect> effect) {
120 if (effect) {
121 effect->close();
122 }
123 }
Shunkai Yao812d5b42022-11-16 18:08:50 +0000124 static void close(std::shared_ptr<IEffect> effect, binder_status_t status = EX_NONE) {
125 if (effect) {
Shunkai Yaocb0fc412022-12-15 20:34:32 +0000126 ASSERT_STATUS(status, effect->close());
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +0000127 }
128 }
Shunkai Yao812d5b42022-11-16 18:08:50 +0000129 static void getDescriptor(std::shared_ptr<IEffect> effect, Descriptor& desc,
130 binder_status_t status = EX_NONE) {
131 ASSERT_NE(effect, nullptr);
Shunkai Yaocb0fc412022-12-15 20:34:32 +0000132 ASSERT_STATUS(status, effect->getDescriptor(&desc));
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +0000133 }
Shunkai Yao812d5b42022-11-16 18:08:50 +0000134 static void expectState(std::shared_ptr<IEffect> effect, State expectState,
135 binder_status_t status = EX_NONE) {
136 ASSERT_NE(effect, nullptr);
137 State state;
Shunkai Yaocb0fc412022-12-15 20:34:32 +0000138 ASSERT_STATUS(status, effect->getState(&state));
139 ASSERT_EQ(expectState, state);
140 }
141 static void commandIgnoreRet(std::shared_ptr<IEffect> effect, CommandId command) {
142 if (effect) {
143 effect->command(command);
144 }
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +0000145 }
Shunkai Yao812d5b42022-11-16 18:08:50 +0000146 static void command(std::shared_ptr<IEffect> effect, CommandId command,
147 binder_status_t status = EX_NONE) {
148 ASSERT_NE(effect, nullptr);
Shunkai Yaocb0fc412022-12-15 20:34:32 +0000149 ASSERT_STATUS(status, effect->command(command));
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +0000150 }
Shunkai Yao812d5b42022-11-16 18:08:50 +0000151 static void allocateInputData(const Parameter::Common common, std::unique_ptr<DataMQ>& mq,
152 std::vector<float>& buffer) {
153 ASSERT_NE(mq, nullptr);
Mikhail Naganov872d4a62023-03-09 18:19:01 -0800154 auto frameSize = ::aidl::android::hardware::audio::common::getFrameSizeInBytes(
Shunkai Yao812d5b42022-11-16 18:08:50 +0000155 common.input.base.format, common.input.base.channelMask);
156 const size_t floatsToWrite = mq->availableToWrite();
Shunkai Yaocb0fc412022-12-15 20:34:32 +0000157 ASSERT_NE(0UL, floatsToWrite);
158 ASSERT_EQ(frameSize * common.input.frameCount, floatsToWrite * sizeof(float));
Shunkai Yao812d5b42022-11-16 18:08:50 +0000159 buffer.resize(floatsToWrite);
160 std::fill(buffer.begin(), buffer.end(), 0x5a);
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +0000161 }
Shunkai Yao41888a22023-04-10 17:13:30 +0000162 static void writeToFmq(std::unique_ptr<StatusMQ>& statusMq, std::unique_ptr<DataMQ>& dataMq,
163 const std::vector<float>& buffer) {
164 const size_t available = dataMq->availableToWrite();
Shunkai Yaocb0fc412022-12-15 20:34:32 +0000165 ASSERT_NE(0Ul, available);
Shunkai Yao812d5b42022-11-16 18:08:50 +0000166 auto bufferFloats = buffer.size();
167 auto floatsToWrite = std::min(available, bufferFloats);
Shunkai Yao41888a22023-04-10 17:13:30 +0000168 ASSERT_TRUE(dataMq->write(buffer.data(), floatsToWrite));
169
170 EventFlag* efGroup;
171 ASSERT_EQ(::android::OK,
172 EventFlag::createEventFlag(statusMq->getEventFlagWord(), &efGroup));
173 ASSERT_NE(nullptr, efGroup);
174 efGroup->wake(kEventFlagNotEmpty);
175 ASSERT_EQ(::android::OK, EventFlag::deleteEventFlag(&efGroup));
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +0000176 }
Shunkai Yao812d5b42022-11-16 18:08:50 +0000177 static void readFromFmq(std::unique_ptr<StatusMQ>& statusMq, size_t statusNum,
178 std::unique_ptr<DataMQ>& dataMq, size_t expectFloats,
Shunkai Yaob49631f2023-02-03 01:44:32 +0000179 std::vector<float>& buffer,
180 std::optional<int> expectStatus = STATUS_OK) {
181 if (0 == statusNum) {
182 ASSERT_EQ(0ul, statusMq->availableToRead());
183 return;
184 }
Shunkai Yao812d5b42022-11-16 18:08:50 +0000185 IEffect::Status status{};
Shunkai Yaocb0fc412022-12-15 20:34:32 +0000186 ASSERT_TRUE(statusMq->readBlocking(&status, statusNum));
Shunkai Yaob49631f2023-02-03 01:44:32 +0000187 if (expectStatus.has_value()) {
188 ASSERT_EQ(expectStatus.value(), status.status);
189 }
190
191 ASSERT_EQ(expectFloats, (unsigned)status.fmqProduced);
192 ASSERT_EQ(expectFloats, dataMq->availableToRead());
193 if (expectFloats != 0) {
194 ASSERT_TRUE(dataMq->read(buffer.data(), expectFloats));
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +0000195 }
196 }
Shunkai Yao65c7c702024-01-09 20:50:53 +0000197 static void expectDataMqUpdateEventFlag(std::unique_ptr<StatusMQ>& statusMq) {
198 EventFlag* efGroup;
199 ASSERT_EQ(::android::OK,
200 EventFlag::createEventFlag(statusMq->getEventFlagWord(), &efGroup));
201 ASSERT_NE(nullptr, efGroup);
202 uint32_t efState = 0;
203 EXPECT_EQ(::android::OK, efGroup->wait(kEventFlagDataMqUpdate, &efState, 1'000'000 /*1ms*/,
204 true /* retry */));
205 EXPECT_TRUE(efState & kEventFlagDataMqUpdate);
206 }
Shunkai Yao812d5b42022-11-16 18:08:50 +0000207 static Parameter::Common createParamCommon(
208 int session = 0, int ioHandle = -1, int iSampleRate = 48000, int oSampleRate = 48000,
209 long iFrameCount = 0x100, long oFrameCount = 0x100,
210 AudioChannelLayout inputChannelLayout =
211 AudioChannelLayout::make<AudioChannelLayout::layoutMask>(
212 AudioChannelLayout::LAYOUT_STEREO),
213 AudioChannelLayout outputChannelLayout =
214 AudioChannelLayout::make<AudioChannelLayout::layoutMask>(
215 AudioChannelLayout::LAYOUT_STEREO)) {
216 Parameter::Common common;
217 common.session = session;
218 common.ioHandle = ioHandle;
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +0000219
Shunkai Yao812d5b42022-11-16 18:08:50 +0000220 auto& input = common.input;
221 auto& output = common.output;
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +0000222 input.base.sampleRate = iSampleRate;
Shunkai Yao812d5b42022-11-16 18:08:50 +0000223 input.base.channelMask = inputChannelLayout;
224 input.base.format = kDefaultFormatDescription;
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +0000225 input.frameCount = iFrameCount;
226 output.base.sampleRate = oSampleRate;
Shunkai Yao812d5b42022-11-16 18:08:50 +0000227 output.base.channelMask = outputChannelLayout;
228 output.base.format = kDefaultFormatDescription;
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +0000229 output.frameCount = oFrameCount;
Shunkai Yao812d5b42022-11-16 18:08:50 +0000230 return common;
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +0000231 }
232
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +0000233 typedef ::android::AidlMessageQueue<
234 IEffect::Status, ::aidl::android::hardware::common::fmq::SynchronizedReadWrite>
235 StatusMQ;
236 typedef ::android::AidlMessageQueue<
Shunkai Yao6afc8552022-10-26 22:47:20 +0000237 float, ::aidl::android::hardware::common::fmq::SynchronizedReadWrite>
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +0000238 DataMQ;
239
240 class EffectParam {
241 public:
242 std::unique_ptr<StatusMQ> statusMQ;
243 std::unique_ptr<DataMQ> inputMQ;
244 std::unique_ptr<DataMQ> outputMQ;
245 };
Shunkai Yao0a0c45e2023-02-13 17:41:11 +0000246
247 template <typename T, Range::Tag tag>
248 static bool isParameterValid(const T& target, const Descriptor& desc) {
249 if (desc.capability.range.getTag() != tag) {
250 return true;
251 }
252 const auto& ranges = desc.capability.range.get<tag>();
253 return inRange(target, ranges);
254 }
255
256 /**
257 * Add to test value set: (min+max)/2, minimum/maximum numeric limits, and min-1/max+1 if
258 * result still in numeric limits after -1/+1.
259 * Only use this when the type of test value is basic type (std::is_arithmetic return true).
260 */
261 template <typename S, typename = std::enable_if_t<std::is_arithmetic_v<S>>>
262 static std::set<S> expandTestValueBasic(std::set<S>& s) {
Shunkai Yao0a0c45e2023-02-13 17:41:11 +0000263 const auto minLimit = std::numeric_limits<S>::min(),
264 maxLimit = std::numeric_limits<S>::max();
265 if (s.size()) {
Shraddha Basantwanib76f5ab2023-03-27 16:00:03 +0530266 const auto min = *s.begin(), max = *s.rbegin();
Shunkai Yao5ed80c52023-09-07 17:42:39 +0000267 s.insert((min & max) + ((min ^ max) >> 1));
268 if (min > minLimit + 1) {
Shunkai Yao0a0c45e2023-02-13 17:41:11 +0000269 s.insert(min - 1);
270 }
Shunkai Yao5ed80c52023-09-07 17:42:39 +0000271 if (max < maxLimit - 1) {
Shunkai Yao0a0c45e2023-02-13 17:41:11 +0000272 s.insert(max + 1);
273 }
274 }
275 s.insert(minLimit);
276 s.insert(maxLimit);
277 return s;
278 }
279
Shunkai Yaof60fc372023-12-12 17:48:18 +0000280 template <typename T, typename S, Range::Tag R, typename T::Tag tag>
Shunkai Yao0a0c45e2023-02-13 17:41:11 +0000281 static std::set<S> getTestValueSet(
Shunkai Yaof60fc372023-12-12 17:48:18 +0000282 std::vector<std::pair<std::shared_ptr<IFactory>, Descriptor>> descList) {
Shunkai Yao0a0c45e2023-02-13 17:41:11 +0000283 std::set<S> result;
Shunkai Yaof60fc372023-12-12 17:48:18 +0000284 for (const auto& [_, desc] : descList) {
Shunkai Yao0a0c45e2023-02-13 17:41:11 +0000285 if (desc.capability.range.getTag() == R) {
286 const auto& ranges = desc.capability.range.get<R>();
287 for (const auto& range : ranges) {
288 if (range.min.getTag() == tag) {
289 result.insert(range.min.template get<tag>());
290 }
291 if (range.max.getTag() == tag) {
292 result.insert(range.max.template get<tag>());
293 }
294 }
295 }
296 }
Shunkai Yaof60fc372023-12-12 17:48:18 +0000297 return result;
298 }
299
300 template <typename T, typename S, Range::Tag R, typename T::Tag tag, typename Functor>
301 static std::set<S> getTestValueSet(
302 std::vector<std::pair<std::shared_ptr<IFactory>, Descriptor>> descList,
303 Functor functor) {
304 auto result = getTestValueSet<T, S, R, tag>(descList);
Shunkai Yao0a0c45e2023-02-13 17:41:11 +0000305 return functor(result);
306 }
Sneha Patilf533b502023-10-25 12:39:55 +0530307
308 static void processAndWriteToOutput(std::vector<float>& inputBuffer,
309 std::vector<float>& outputBuffer,
310 const std::shared_ptr<IEffect>& mEffect,
311 IEffect::OpenEffectReturn* mOpenEffectReturn) {
312 // Initialize AidlMessagequeues
313 auto statusMQ = std::make_unique<EffectHelper::StatusMQ>(mOpenEffectReturn->statusMQ);
314 ASSERT_TRUE(statusMQ->isValid());
315 auto inputMQ = std::make_unique<EffectHelper::DataMQ>(mOpenEffectReturn->inputDataMQ);
316 ASSERT_TRUE(inputMQ->isValid());
317 auto outputMQ = std::make_unique<EffectHelper::DataMQ>(mOpenEffectReturn->outputDataMQ);
318 ASSERT_TRUE(outputMQ->isValid());
319
320 // Enabling the process
321 ASSERT_NO_FATAL_FAILURE(command(mEffect, CommandId::START));
322 ASSERT_NO_FATAL_FAILURE(expectState(mEffect, State::PROCESSING));
323
324 // Write from buffer to message queues and calling process
325 EXPECT_NO_FATAL_FAILURE(EffectHelper::writeToFmq(statusMQ, inputMQ, inputBuffer));
326
327 // Read the updated message queues into buffer
328 EXPECT_NO_FATAL_FAILURE(EffectHelper::readFromFmq(statusMQ, 1, outputMQ,
329 outputBuffer.size(), outputBuffer));
330
331 // Disable the process
332 ASSERT_NO_FATAL_FAILURE(command(mEffect, CommandId::RESET));
333 ASSERT_NO_FATAL_FAILURE(expectState(mEffect, State::IDLE));
334 }
Sneha Patil93e4eb52024-02-13 14:09:48 +0530335
336 // Find FFT bin indices for testFrequencies and get bin center frequencies
337 void roundToFreqCenteredToFftBin(std::vector<int>& testFrequencies,
338 std::vector<int>& binOffsets, const float kBinWidth) {
339 for (size_t i = 0; i < testFrequencies.size(); i++) {
340 binOffsets[i] = std::round(testFrequencies[i] / kBinWidth);
341 testFrequencies[i] = std::round(binOffsets[i] * kBinWidth);
342 }
343 }
344
345 // Generate multitone input between -1 to +1 using testFrequencies
346 void generateMultiTone(const std::vector<int>& testFrequencies, std::vector<float>& input,
347 const int samplingFrequency) {
348 for (size_t i = 0; i < input.size(); i++) {
349 input[i] = 0;
350
351 for (size_t j = 0; j < testFrequencies.size(); j++) {
352 input[i] += sin(2 * M_PI * testFrequencies[j] * i / samplingFrequency);
353 }
354 input[i] /= testFrequencies.size();
355 }
356 }
357
358 // Use FFT transform to convert the buffer to frequency domain
359 // Compute its magnitude at binOffsets
360 std::vector<float> calculateMagnitude(const std::vector<float>& buffer,
361 const std::vector<int>& binOffsets, const int nPointFFT) {
362 std::vector<float> fftInput(nPointFFT);
363 PFFFT_Setup* inputHandle = pffft_new_setup(nPointFFT, PFFFT_REAL);
364 pffft_transform_ordered(inputHandle, buffer.data(), fftInput.data(), nullptr,
365 PFFFT_FORWARD);
366 pffft_destroy_setup(inputHandle);
367 std::vector<float> bufferMag(binOffsets.size());
368 for (size_t i = 0; i < binOffsets.size(); i++) {
369 size_t k = binOffsets[i];
370 bufferMag[i] = sqrt((fftInput[k * 2] * fftInput[k * 2]) +
371 (fftInput[k * 2 + 1] * fftInput[k * 2 + 1]));
372 }
373
374 return bufferMag;
375 }
Shunkai Yaoa4ab38c2022-10-14 01:07:47 +0000376};