* -------------------------------------------------------------------------
* This file is part of the Vision SDK project.
* Copyright (c) 2025 Huawei Technologies Co.,Ltd.
*
* Vision SDK is licensed under Mulan PSL v2.
* You can use this software according to the terms and conditions of the Mulan PSL v2.
* You may obtain a copy of Mulan PSL v2 at:
*
* http://license.coscl.org.cn/MulanPSL2
*
* THIS SOFTWARE IS PROVIDED ON AN "AS IS" BASIS, WITHOUT WARRANTIES OF ANY KIND,
* EITHER EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO NON-INFRINGEMENT,
* MERCHANTABILITY OR FIT FOR A PARTICULAR PURPOSE.
* See the Mulan PSL v2 for more details.
* -------------------------------------------------------------------------
* Description: MultiBatchsizeTest.
* Author: MindX SDK
* Create: 2021
* History: NA
*/
#include <iostream>
#include <gtest/gtest.h>
#include <glog/logging.h>
#include <google/protobuf/util/json_util.h>
#include <MxBase/Utils/FileUtils.h>
#include <MxTools/Proto/MxpiDataType.pb.h>
#include "MxBase/Log/Log.h"
#include "MxBase/Tensor/TensorBase/TensorBase.h"
#include "MxBase/DeviceManager/DeviceManager.h"
#include "MxStream/StreamManager/MxStreamManager.h"
#include "MxpiCommon/DumpDataHelper.h"
using namespace MxStream;
using namespace MxTools;
using namespace MxBase;
using namespace MxPlugins;
namespace {
class MxpiTextGenerationPostProcessorTest : public testing::Test {
public:
virtual void SetUp()
{
std::cout << "SetUp()" << std::endl;
}
virtual void TearDown()
{
std::cout << "TearDown()" << std::endl;
}
};
void GetProtobufData(const MxStream::MxstDataInput& dataInput, std::vector<MxStream::MxstProtobufIn>& dataBufferVec)
{
auto tensorPackageList = std::make_shared<MxTools::MxpiTensorPackageList>();
auto tensorPackage = tensorPackageList->add_tensorpackagevec();
auto tensorVec = tensorPackage->add_tensorvec();
tensorVec->set_tensordataptr((uint64_t)dataInput.dataPtr);
tensorVec->set_tensordatasize(dataInput.dataSize);
tensorVec->set_tensordatatype(MxBase::TENSOR_DTYPE_INT32);
tensorVec->set_memtype(MxTools::MXPI_MEMORY_HOST_NEW);
tensorVec->set_deviceid(0);
tensorVec->add_tensorshape(1);
const uint32_t inputLength = 128;
tensorVec->add_tensorshape(inputLength);
MxStream::MxstProtobufIn dataBuffer;
dataBuffer.key = "appsrc0";
dataBuffer.messagePtr = std::static_pointer_cast<google::protobuf::Message>(tensorPackageList);
dataBufferVec.push_back(dataBuffer);
}
TEST_F(MxpiTextGenerationPostProcessorTest, TestCrnn)
{
LogInfo << "********case MxpiTextGenerationPostProcessorTest TestCrnn********";
std::string input = FileUtils::ReadFileContent("word.jpg");
MxStreamManager mxStreamManager;
mxStreamManager.InitManager();
APP_ERROR ret = mxStreamManager.CreateMultipleStreamsFromFile("CrnnPostProcess.pipeline");
EXPECT_EQ(ret, APP_ERR_OK);
MxstDataInput mxstDataInput;
mxstDataInput.dataPtr = (uint32_t*) input.c_str();
mxstDataInput.dataSize = input.size();
std::string streamName = "crnnpostprocess";
mxStreamManager.SendData(streamName, 0, mxstDataInput);
sleep(2);
mxStreamManager.StopStream(streamName);
std::string result = FileUtils::ReadFileContent("crnnpostprocess.output");
std::string test = FileUtils::ReadFileContent("crnnresult.output");
EXPECT_TRUE(MxPlugins::DumpDataHelper::CompareDumpData(result, test));
}
TEST_F(MxpiTextGenerationPostProcessorTest, DISABLED_TestTransformer)
{
LogInfo << "********case MxpiTextGenerationPostProcessorTest TestTransformer********";
std::string input = FileUtils::ReadFileContent("../models/transformer/length_128_input_0.bin");
MxStreamManager mxStreamManager;
mxStreamManager.InitManager();
APP_ERROR ret = mxStreamManager.CreateMultipleStreamsFromFile("TransformerPostProcess.pipeline");
EXPECT_EQ(ret, APP_ERR_OK);
MxstDataInput mxstDataInput;
mxstDataInput.dataPtr = (uint32_t*) input.c_str();
mxstDataInput.dataSize = input.size();
std::vector<MxStream::MxstProtobufIn> dataBufferVec;
GetProtobufData(mxstDataInput, dataBufferVec);
std::string streamName = "transformerpostprocess";
mxStreamManager.SendProtobuf(streamName, 0, dataBufferVec);
sleep(2);
mxStreamManager.DestroyAllStreams();
std::string result = FileUtils::ReadFileContent("transformerpostprocess.output");
std::string test = FileUtils::ReadFileContent("transformerresult.output");
EXPECT_TRUE(MxPlugins::DumpDataHelper::CompareDumpData(result, test));
}
}
int main(int argc, char *argv[])
{
DeviceManager* deviceManager = DeviceManager::GetInstance();
deviceManager->InitDevices();
testing::InitGoogleTest(&argc, argv);
int ret = RUN_ALL_TESTS();
deviceManager->DestroyDevices();
return ret;
}