* -------------------------------------------------------------------------
* 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/MxpiDumpData.pb.h>
#include "MxBase/Log/Log.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 MxpiSemanticSegPostProcessorTest : public testing::Test {
public:
virtual void SetUp()
{
std::cout << "SetUp()" << std::endl;
}
virtual void TearDown()
{
std::cout << "TearDown()" << std::endl;
}
};
TEST_F(MxpiSemanticSegPostProcessorTest, DISABLED_TestBasic)
{
LogInfo << "********case MxpiSemanticSegPostProcessorTest********";
std::string input = FileUtils::ReadFileContent("people.jpg");
MxStreamManager mxStreamManager;
mxStreamManager.InitManager();
APP_ERROR ret = mxStreamManager.CreateMultipleStreamsFromFile("SemanticSegPostProcessor.pipeline");
EXPECT_EQ(ret, APP_ERR_OK);
MxstDataInput mxstDataInput;
mxstDataInput.dataPtr = (uint32_t*) input.c_str();
mxstDataInput.dataSize = input.size();
std::string streamName = "unet_simple";
mxStreamManager.SendData(streamName, 0, mxstDataInput);
sleep(2);
mxStreamManager.StopStream(streamName);
std::string result = FileUtils::ReadFileContent("semanticsegpostprocessor.output");
std::string test = FileUtils::ReadFileContent("result.output");
EXPECT_TRUE(MxPlugins::DumpDataHelper::CompareDumpData(result, test));
}
TEST_F(MxpiSemanticSegPostProcessorTest, TestDeepLabv3)
{
LogInfo << "********case MxpiSemanticSegPostProcessorTestDeepLabv3********";
std::string input = FileUtils::ReadFileContent("test_deeplabv3.jpg");
MxStreamManager mxStreamManager;
mxStreamManager.InitManager();
APP_ERROR ret = mxStreamManager.CreateMultipleStreamsFromFile("./pipeline/deeplabv3_mindspore.pipeline");
EXPECT_EQ(ret, APP_ERR_OK);
MxstDataInput mxstDataInput;
mxstDataInput.dataPtr = (uint32_t*) input.c_str();
mxstDataInput.dataSize = input.size();
std::string streamName = "segmentation";
mxStreamManager.SendData(streamName, 0, mxstDataInput);
sleep(2);
mxStreamManager.StopStream(streamName);
std::string result = FileUtils::ReadFileContent("./output/deeplabv3.output");
std::string test = FileUtils::ReadFileContent("./output/deeplabv3Actual.output");
EXPECT_TRUE(MxPlugins::DumpDataHelper::CompareDumpData(result, test));
}
TEST_F(MxpiSemanticSegPostProcessorTest, TestDeepLabv3tf)
{
LogInfo << "********case MxpiSemanticSegPostProcessorTestDeepLabv3tf********";
std::string input = FileUtils::ReadFileContent("test_deeplabv3.jpg");
MxStreamManager mxStreamManager;
mxStreamManager.InitManager();
APP_ERROR ret = mxStreamManager.CreateMultipleStreamsFromFile("./pipeline/deeplabv3tf.pipeline");
EXPECT_EQ(ret, APP_ERR_OK);
MxstDataInput mxstDataInput;
mxstDataInput.dataPtr = (uint32_t*) input.c_str();
mxstDataInput.dataSize = input.size();
std::string streamName = "segmentation";
mxStreamManager.SendData(streamName, 0, mxstDataInput);
sleep(2);
mxStreamManager.StopStream(streamName);
std::string result = FileUtils::ReadFileContent("./output/deeplabv3tf.output");
std::string test = FileUtils::ReadFileContent("./output/deeplabv3tfActual.output");
EXPECT_TRUE(MxPlugins::DumpDataHelper::CompareDumpData(result, test));
}
TEST_F(MxpiSemanticSegPostProcessorTest, TestDeepLabv3pt)
{
LogInfo << "********case MxpiSemanticSegPostProcessorTestDeepLabv3pt********";
std::string input = FileUtils::ReadFileContent("test_deeplabv3.jpg");
MxStreamManager mxStreamManager;
mxStreamManager.InitManager();
APP_ERROR ret = mxStreamManager.CreateMultipleStreamsFromFile("./pipeline/deeplabv3pt.pipeline");
EXPECT_EQ(ret, APP_ERR_OK);
MxstDataInput mxstDataInput;
mxstDataInput.dataPtr = (uint32_t*) input.c_str();
mxstDataInput.dataSize = input.size();
std::string streamName = "segmentation";
mxStreamManager.SendData(streamName, 0, mxstDataInput);
sleep(2);
mxStreamManager.StopStream(streamName);
std::string result = FileUtils::ReadFileContent("./output/deeplabv3pt.output");
std::string test = FileUtils::ReadFileContent("./output/deeplabv3ptActual.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;
}