* -------------------------------------------------------------------------
* 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: TestMxpiObjectPostProcessor.
* Author: MindX SDK
* Create: 2021
* History: NA
*/
#include <map>
#include <vector>
#include <gtest/gtest.h>
#include "MxBase/Utils/StringUtils.h"
#include "MxBase/Utils/FileUtils.h"
#include "MxTools/PluginToolkit/base/MxpiBufferDump.h"
#include "MxTools/PluginToolkit/buffer/MxpiBufferManager.h"
#include "MxpiCommon/DumpDataHelper.h"
#include "MxpiCommon/PluginTestHelper.h"
#include "MxPlugins/MxpiModelPostProcessors/MxpiObjectPostProcessor.h"
using namespace MxBase;
using namespace MxTools;
using namespace MxPlugins;
namespace {
ExportPluginRegister(mxpi_objectpostprocessor)
void Init()
{
gst_init(nullptr, nullptr);
PluginRegister(mxpi_objectpostprocessor);
}
class TestMxpiObjectPostProcessor : public testing::Test {
public:
virtual void SetUp()
{
PluginTestHelper::gstBufferVec_.clear();
std::cout << "SetUp()" << std::endl;
if (APP_ERR_OK != MxBase::Log::Init()) {
LogWarn << "failed to init log.";
}
}
virtual void TearDown()
{
std::cout << "TearDown()" << std::endl;
}
};
TEST_F(TestMxpiObjectPostProcessor, TestMxpiObjectPostProcessor_Should_Return_Success_When_Param_Valid)
{
std::map<std::string, std::string> properties = {
{"dataSource", "mxpi_tensorinfer0"},
{"postProcessConfigPath", "../models/yolov3/yolov3_tf_bs1_fp16.cfg"},
{"labelPath", "../models/yolov3/coco.names"},
{"postProcessLibPath", "../../../../../../mxBase/dist/lib/modelpostprocessors/libyolov3postprocess.so"},
};
auto pluginPtr =
PluginTestHelper::GetPluginInstance<MxpiObjectPostProcessor>("mxpi_objectpostprocessor", properties);
ASSERT_NE(pluginPtr, nullptr);
pluginPtr->elementName_ = "mxpi_objectpostprocessor0";
std::vector<MxpiBuffer*> bufferVec;
PluginTestHelper::GetMxpiBufferFromFiles({"./mxpi_tensorinfer0.json"}, bufferVec);
auto ret = pluginPtr->Process(bufferVec);
EXPECT_EQ(ret, APP_ERR_OK);
EXPECT_TRUE(PluginTestHelper::CheckResult({ "./mxpi_objectpostprocessor0.json" }, {"mxpi_objectpostprocessor0"}));
ret = pluginPtr->DeInit();
EXPECT_EQ(ret, APP_ERR_OK);
}
TEST_F(TestMxpiObjectPostProcessor, TestMxpiObjectPostProcessor_Should_Return_Success_When_Python)
{
std::map<std::string, std::string> properties = {
{"dataSource", "mxpi_tensorinfer0"},
{"funcLanguage", "python"},
{"className", "Yolov3PostProcess"},
{"pythonModule", "postprocess.post"},
{"postProcessConfigPath", "../models/yolov3/yolov3_tf_bs1_fp16.cfg"},
{"labelPath", "../models/yolov3/coco.names"},
{"postProcessLibPath", "../../../../../../mxBase/dist/lib/modelpostprocessors/libyolov3postprocess.so"},
};
auto pluginPtr =
PluginTestHelper::GetPluginInstance<MxpiObjectPostProcessor>("mxpi_objectpostprocessor", properties);
ASSERT_NE(pluginPtr, nullptr);
pluginPtr->elementName_ = "mxpi_objectpostprocessor0";
std::vector<MxpiBuffer*> bufferVec;
PluginTestHelper::GetMxpiBufferFromFiles({"./mxpi_tensorinfer0.json"}, bufferVec);
auto ret = pluginPtr->Process(bufferVec);
EXPECT_EQ(ret, APP_ERR_OK);
ret = pluginPtr->DeInit();
EXPECT_EQ(ret, APP_ERR_OK);
}
TEST_F(TestMxpiObjectPostProcessor, TestMxpiObjectPostProcessor_Should_Return_Fail_When_Properties_Empty)
{
std::map<std::string, std::string> properties = {};
auto pluginPtr =
PluginTestHelper::GetPluginInstance<MxpiObjectPostProcessor>("mxpi_objectpostprocessor", properties);
ASSERT_NE(pluginPtr, nullptr);
pluginPtr->elementName_ = "mxpi_objectpostprocessor0";
std::vector<MxpiBuffer*> bufferVec;
PluginTestHelper::GetMxpiBufferFromFiles({"./mxpi_tensorinfer0.json"}, bufferVec);
auto ret = pluginPtr->Process(bufferVec);
EXPECT_NE(ret, APP_ERR_OK);
ret = pluginPtr->DeInit();
EXPECT_EQ(ret, APP_ERR_OK);
}
}
int main(int argc, char* argv[])
{
testing::InitGoogleTest(&argc, argv);
Init();
return RUN_ALL_TESTS();
}