* -------------------------------------------------------------------------
* 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: TestMxpiTextGenerationPostProcessor.
* Author: MindX SDK
* Create: 2025
* History: NA
*/
#include <map>
#include <vector>
#include <string>
#include <memory>
#include <gtest/gtest.h>
#include "MxBase/Utils/StringUtils.h"
#include "MxBase/Utils/FileUtils.h"
#include "MxTools/PluginToolkit/base/MxpiBufferDump.h"
#include "MxTools/PluginToolkit/PostProcessPluginBases/MxImagePostProcessorBase.h"
#include "MxTools/PluginToolkit/buffer/MxpiBufferManager.h"
#include "MxpiCommon/DumpDataHelper.h"
#include "MxpiCommon/PluginTestHelper.h"
#include "MxPlugins/MxpiModelPostProcessors/MxpiTextGenerationPostProcessor.h"
using namespace MxBase;
using namespace MxTools;
using namespace MxPlugins;
namespace {
ExportPluginRegister(mxpi_textgenerationpostprocessor) void Init()
{
gst_init(nullptr, nullptr);
PluginRegister(mxpi_textgenerationpostprocessor);
}
class TestMxpiTextGenerationPostProcessor : public testing::Test {
public:
virtual void SetUp()
{
PluginTestHelper::gstBufferVec_.clear();
if (APP_ERR_OK != MxBase::Log::Init()) {
LogWarn << "failed to init log.";
}
}
std::map<std::string, std::string> properties_ = {
{"dataSource", "mxpi_tensorinfer0"},
{"postProcessConfigPath", "/home/simon/models/crnn/crnn_ssh_2.cfg"},
{"labelPath", "/home/simon/models/crnn/crnn_ssh_2.names"},
{"postProcessLibPath", "../lib/libcrnnpostprocess.so"},
};
std::shared_ptr<std::string> postProcessConfigPathPtr_ =
std::make_shared<std::string>("/home/simon/models/crnn/crnn_ssh_2.cfg");
std::shared_ptr<std::string> postProcessConfigContentPtr_ =
std::make_shared<std::string>("{\"CLASS_NUM\": \"35\","
"\"OBJECT_NUM\": \"32\","
"\"CHECK_MODEL\": \"true\","
"\"WITH_ARGMAX\": \"true\","
"\"BLANK_INDEX\": \"36\"}");
std::shared_ptr<std::string> labelPathPtr_ =
std::make_shared<std::string>("/home/simon/models/crnn/crnn_ssh_2.names");
std::shared_ptr<std::string> postProcessLibPathPtr_ = std::make_shared<std::string>("../lib/libcrnnpostprocess.so");
std::shared_ptr<std::string> classNamePtr_ = std::make_shared<std::string>("CrnnPostProcess");
std::shared_ptr<std::string> pythonModulePtr_ = std::make_shared<std::string>("postprocess.post");
std::shared_ptr<std::string> funcLanguagePtr_ = std::make_shared<std::string>("c++");
std::map<std::string, std::shared_ptr<void>> configParamMap_ = {
{"postProcessConfigPath", std::static_pointer_cast<void>(postProcessConfigPathPtr_)},
{"postProcessConfigContent", std::static_pointer_cast<void>(postProcessConfigContentPtr_)},
{"labelPath", std::static_pointer_cast<void>(labelPathPtr_)},
{"postProcessLibPath", std::static_pointer_cast<void>(postProcessLibPathPtr_)},
{"funcLanguage", std::static_pointer_cast<void>(funcLanguagePtr_)},
{"className", std::static_pointer_cast<void>(classNamePtr_)},
{"pythonModule", std::static_pointer_cast<void>(pythonModulePtr_)}};
};
TEST_F(TestMxpiTextGenerationPostProcessor, Test_TextGenerationPostProcessor_Init_Return_Success_With_Cpp)
{
auto pluginPtr = PluginTestHelper::GetPluginInstance<MxpiTextGenerationPostProcessor>(
"mxpi_textgenerationpostprocessor", properties_);
EXPECT_NE(pluginPtr, nullptr);
pluginPtr->elementName_ = "mxpi_textgenerationpostprocessor0";
auto ret = pluginPtr->Init(configParamMap_);
EXPECT_EQ(ret, APP_ERR_OK);
ret = pluginPtr->DeInit();
EXPECT_EQ(ret, APP_ERR_OK);
}
TEST_F(TestMxpiTextGenerationPostProcessor, Test_TextGenerationPostProcessor_Init_Return_Success_With_Python)
{
auto pluginPtr = PluginTestHelper::GetPluginInstance<MxpiTextGenerationPostProcessor>(
"mxpi_textgenerationpostprocessor", properties_);
EXPECT_NE(pluginPtr, nullptr);
pluginPtr->elementName_ = "mxpi_textgenerationpostprocessor0";
configParamMap_["funcLanguage"] = std::make_shared<std::string>("python");
auto ret = pluginPtr->Init(configParamMap_);
EXPECT_EQ(ret, APP_ERR_OK);
ret = pluginPtr->DeInit();
EXPECT_EQ(ret, APP_ERR_OK);
}
TEST_F(TestMxpiTextGenerationPostProcessor,
Test_TextGenerationPostProcessor_Init_Return_Success_With_Wrong_Lib_Path)
{
auto pluginPtr = PluginTestHelper::GetPluginInstance<MxpiTextGenerationPostProcessor>(
"mxpi_textgenerationpostprocessor", properties_);
EXPECT_NE(pluginPtr, nullptr);
pluginPtr->elementName_ = "mxpi_textgenerationpostprocessor0";
configParamMap_["postProcessLibPath"] = std::make_shared<std::string>("libcrnnpostprocess.so");
auto ret = pluginPtr->Init(configParamMap_);
EXPECT_EQ(ret, APP_ERR_OK);
ret = pluginPtr->DeInit();
EXPECT_EQ(ret, APP_ERR_OK);
}
TEST_F(TestMxpiTextGenerationPostProcessor, Test_TextGenerationPostProcessor_Process_Return_Success)
{
auto pluginPtr = PluginTestHelper::GetPluginInstance<MxpiTextGenerationPostProcessor>(
"mxpi_textgenerationpostprocessor", properties_);
EXPECT_NE(pluginPtr, nullptr);
pluginPtr->elementName_ = "mxpi_textgenerationpostprocessor0";
std::vector<MxpiBuffer *> bufferVec;
PluginTestHelper::GetMxpiBufferFromFiles({"./mxpi_tensorinfer0.json"}, bufferVec);
auto ret = pluginPtr->Process(bufferVec);
EXPECT_EQ(ret, APP_ERR_OK);
}
}
int main(int argc, char *argv[])
{
testing::InitGoogleTest(&argc, argv);
Init();
return RUN_ALL_TESTS();
}