OTS/OTSCPP/OTSClassifyEngine/ExpressionClassifyEngine.cpp

#pragma  once
#include "stdafx.h"
#include "ExpressionClassifyEngine.h"
#include "ExpressionParseEngine/LogicExp.h"
#include "XMLSerialization.h"
#include <map>
#include <Element.h>
#include "ExpressionParseEngine/OTSSTDLibFileMgr.h"
#include "COTSUtilityDllFunExport.h"

namespace OTSClassifyEngine
{
	using namespace expInterpreter;
bool ExpressionClassifyEngine::Init()
{
	CSTDLibFileMgrPtr pLibFileMgr = CSTDLibFileMgrPtr(new CSTDLibFileMgr(m_StrName));
	
	m_std = ParticleSTDPtr(new ParticleSTD());
	if (!pLibFileMgr->LoadPartSTD(m_std))
	{
		return FALSE;
	}
	 pLibFileMgr->LoadMaxEDSRulesData(m_std);
	 if (!pLibFileMgr->LoadZeroElementRulesData(m_std))
	 {
		 //return false;
	 }
	
	 string constantStr = pLibFileMgr->LoadConstantsData();
	 std::map<std::string, double> m_mapConstants;
	 m_mapConstants.clear();
	 std::vector<std::string> strs;
	 xmls::SplitString(constantStr, strs, ",");
	 for (std::string s : strs)
	 {
		 std::vector<std::string> oneExp;
		 xmls::SplitString(s, oneExp, "=");
		 m_mapConstants[oneExp[0]] = std::atof(oneExp[1].c_str());
	 }

	 m_std->setConstantsMap(m_mapConstants);
	return true;
}

bool ExpressionClassifyEngine::ClassifyExpression(COTSParticlePtr particle, CPosXrayPtr xray)
{

	if (particle != nullptr )//process the particle with the xray data
	{
		
		std::map<std::string, CElementChemistryPtr> mapChemistrys;
		CElementChemistriesList partEles;
		//zero element process,if satisfied the condition than set the particular element percentage to 0.and make it 100% of all the other element percentage.
		if (xray != nullptr)
		{
			auto& originalPartEles = xray->GetElementQuantifyData();//find all the elements containing in the particle xray.
			 partEles = ZeroElementProcess(particle, xray);//
			for (auto ch : partEles)
			{
				mapChemistrys[ch->GetName().GetBuffer()] = ch;
			}
		}
		


		
		

		PartSTDRuleItemList ruleItems = m_std->GetSTDRuleItems();
		std::vector<PartSTDRuleItemPtr> matchedItems;
		for (auto itm : ruleItems)
		{
			//if the element quantity is not match the std item's keyelement num than they are unmatching.
			if (partEles.size() < itm->GetKeyElementList().size())
			{

				continue;
			}

			auto& mapStdEles = itm->GetMapElements();
			bool bMatch = true;
			// if the particle does not contain all the key elements of the item than they are unmatching.
			for (auto che : mapStdEles)
			{

				auto chemical = mapChemistrys.find(che.second->GetName().GetBuffer());
				if (chemical == mapChemistrys.end())
				{

					bMatch = false;
					break;
				}
			}

			if (!bMatch) continue;

			std::string exp = itm->GetExpressionStr();
		
			
			ProcessAllPropertiesWithParticleData(exp, mapChemistrys, itm, particle);

			//calculate the expression which has been processed.
			
			bool rst = CalcuExp(exp);

	
			
			if (rst)
			{
				
				matchedItems.push_back(itm);
			}
			else
			{
				continue;
			}
			
		}
		if (matchedItems.size() > 0)
		{
			auto matchedItem = matchedItems[0];
			for (auto itm : matchedItems)
			{

				if (itm->GetExpressionStr().size() > matchedItem->GetExpressionStr().size())
				{
					matchedItem = itm;
				}
				
			}
			particle->SetType(OTS_PARTICLE_TYPE::IDENTIFIED);
			particle->SetClassifyId(matchedItem->GetID());
			particle->SetColor(matchedItem->GetColor());
			particle->SetClassifyName(matchedItem->GetName());
			particle->SetHardness(matchedItem->GetHardness());
			particle->SetDensity(matchedItem->GetDensity());
			particle->SetConductivity(matchedItem->GetElectrical_conductivity());
			particle->SetGroupId(matchedItem->GetGrpID());
			particle->SetGroupColor(matchedItem->GetGrpColor());
			particle->SetGroupName(matchedItem->GetGrpName());
			if (matchedItem->GetIsElementAnalysis() == false)
			{

				matchedItem->AddXraySpectrum(particle->GetXrayInfo());
			}
			
			
		}
		else
		{
			particle->SetType(OTS_PARTICLE_TYPE::NOT_IDENTIFIED);
			particle->SetClassifyName("Not Identified");
			particle->SetColor("#000000");
			particle->SetGroupId((int)OTS_PARTICLE_TYPE::NOT_IDENTIFIED);
			particle->SetGroupName("Not Identified");
			particle->SetGroupColor("#000000");
		}

		
		return true;
	}
	else if(particle != nullptr && xray == nullptr)//process particle without xray data
	{
		PartSTDRuleItemList stdItems = m_std->GetSTDRuleItems();

		for (auto itm : stdItems)
		{
			std::string exp = itm->GetExpressionStr();
			//if the rule demand any element infomation then they won't match.
			if (itm->GetKeyElementList().size() > 0 || itm->GetSubElementList().size() > 0)
			{
				continue;
			}

			ProcessImgPropertiesWithParticleData(exp, itm, particle);
			

			//calculate the expression which has been processed.

			bool rst = CalcuExp(exp);
			if (rst)
			{
				//int id = itm->GetID();
				particle->SetType(OTS_PARTICLE_TYPE::IDENTIFIED);
				particle->SetClassifyId(itm->GetID());
				particle->SetColor(itm->GetColor());
				particle->SetClassifyName(itm->GetName());
				particle->SetHardness(itm->GetHardness());
				particle->SetDensity(itm->GetDensity());
				particle->SetConductivity(itm->GetElectrical_conductivity());

				particle->SetGroupId(itm->GetGrpID());
				particle->SetGroupColor(itm->GetGrpColor());
				particle->SetGroupName(itm->GetGrpName());

				

				return true;
			}
			else
			{
				continue;
			}
		}
		particle->SetType(OTS_PARTICLE_TYPE::NOT_IDENTIFIED);
		particle->SetClassifyName("Not Identified");
		particle->SetColor("#000000");
		particle->SetGroupId((int)OTS_PARTICLE_TYPE::NOT_IDENTIFIED);
		particle->SetGroupColor("#000000");
		particle->SetGroupName("Not Identified");
		return true;
	}
}







bool ExpressionClassifyEngine::IfNeedMaxEDS(COTSParticlePtr particle, CPosXrayPtr xray, double& MaxEDSTime)
{
	if (particle == nullptr || xray == nullptr) return false;
	MaxEDSRuleList Rules = m_std->GetMaxEDSRules();
	for (auto rule : Rules)
	{
		std::string exp = rule->m_expressionStr;
		auto& partEles = xray->GetElementQuantifyData();//find all the elements containing in the particle xray.
		if (partEles.size() < rule->m_elementList.size())
		{

			continue;// if the size not match then continue.
		}
		std::map<CString, CElementChemistryPtr> mapChe;
		for (auto ch : partEles)
		{
			mapChe[ch->GetName()] = ch;
		}
		auto& usingEles = rule->m_elementList;
		bool bMatch=true;
		for (auto che : usingEles)
		{
			auto chemical = mapChe.find(che->GetName());
			if (chemical == mapChe.end())
			{
				bMatch = false;
				break;
				
			}
		}
		if (!bMatch) continue;//if cann't find the element in the particle's element,then continue.

		// all the rule's using element are contained in the particle then we replace the element with the percentage value

		for (std::string s : rule->m_OtherpropertyList)
		{
			if (s.find("_elem")!=std::string::npos)
			{
				auto val = GetAtomicNoBySortingPercentage(s.c_str(), xray);
				
				xmls::ReplaceAll(exp, s, std::to_string(val));
			}
			if (s.find("Element#")!=std::string::npos)
			{
				auto val = GetEleNameBySortingPercentage(s.c_str(), xray);//find the "Element#1" and  replace it with the real element name. 
				auto& elelist = rule->m_elementList;
				elelist.push_back(CElementPtr(new CElement(val)));// then replace it in the next step.
				
			
				xmls::ReplaceAll(exp, s, val.GetBuffer());
			}

		}
		for (auto eleChemistry : rule->m_elementList)
		{
			auto e = mapChe[eleChemistry->GetName()];

			std::string name = eleChemistry->GetName();
			
			xmls::ReplaceAll(exp, name, std::to_string(e->GetPercentage()));
		}
		for (std::string s : rule->m_ImgPropertyList)
		{
			auto val = particle->GetImgPropertyValueByName(s.c_str());
			
			xmls::ReplaceAll(exp, s, std::to_string(val));
		}


		bool rst = CalcuExp(exp);
		if (rst)
		{
			MaxEDSTime = rule->m_MaxEDSTime;
			return true;

		}
		else
		{
			continue;
		}
	}
	MaxEDSTime = 0;
	return false;
}

CString ExpressionClassifyEngine::GetEleNameBySortingPercentage(CString sortingNostr, CPosXrayPtr xrayInfo)
{
	std::map<double, CElementChemistryPtr> mapPercent;
	std::map<int, CElementChemistryPtr> mapSorted;
	auto eles = xrayInfo->GetElementQuantifyData();
	for (auto e : eles)
	{
		mapPercent[e->GetPercentage()] = e;
	}
	auto itr = --mapPercent.end();
	for (int i=0;itr != mapPercent.begin();)
	{
		
		mapSorted.insert(std::pair<int, CElementChemistryPtr>(i, itr->second));
			itr--;
			i++;
	}
	std::string NoStr = sortingNostr;
	std::vector<string> strs;
	xmls::SplitString(NoStr, strs, "#");
	int No = std::stoi(strs[1]);
	if (mapSorted.size() > No)
	{
		return  mapSorted[No]->GetName();

	}
	else
	{
		return _T("");
	}
}
double ExpressionClassifyEngine::GetMacValue(CString MacStr)
{
	auto mapconstant = m_std->GetMapConstants();
	
	if (mapconstant.find(MacStr.GetBuffer()) != mapconstant.end())
	{
		return mapconstant[MacStr.GetBuffer()];
	}
	else
	{
		return 0.0;
	}

}


int ExpressionClassifyEngine::GetAtomicNoBySortingPercentage(CString sortingNostr, CPosXrayPtr xrayInfo)
{
	std::map<double, CElementChemistryPtr> mapPercent;
	std::map<int, CElementChemistryPtr> mapSorted;
	auto eles = xrayInfo->GetElementQuantifyData();
	if (eles.size() == 0)
	{
		return 0;
	}
	for (auto e : eles)
	{
		mapPercent[e->GetPercentage()] = e;
	}
	
	auto itr = --mapPercent.end();
	for (int i = 0; itr != mapPercent.begin(); )
	{
		
			
			mapSorted.insert(std::pair<int, CElementChemistryPtr>(i, itr->second));
		
			itr--;
		i++;
	}
	std::string NoStr = sortingNostr;
	int No=10;
	if (sortingNostr == "first_elem") No = 0;
	if (sortingNostr == "second_elem") No = 1;
	if (sortingNostr == "third_elem") No = 2;
	if (sortingNostr == "fourth_elem") No = 3;
	if (sortingNostr == "fifth_elem") No = 4;
	if (sortingNostr == "sixth_elem") No = 5;
	if (sortingNostr == "seventh_elem") No =6;
	if (sortingNostr == "eighth_elem") No = 7;
	if (sortingNostr == "ninth_elem") No = 8;
	if (sortingNostr == "tenth_elem") No =9;
	if (mapSorted.size() > No)
	{
		std::string elename = mapSorted[No]->GetName();
		CElementPtr ele = CElementPtr(new CElement(elename.c_str()));
		return ele->GetAtomNum();
	}
	else
	{
		return 0;
	}
	
}

CElementChemistriesList ExpressionClassifyEngine::ZeroElementProcess(COTSParticlePtr particle, CPosXrayPtr xray)
{

	auto& originalPartEles = xray->GetElementQuantifyData();//find all the elements containing in the particle xray.
	CElementChemistriesList partEles;
	for (auto che : originalPartEles)
	{
		auto newChe = CElementChemistryPtr(new CElementChemistry(che.get()));
		partEles.push_back(newChe);
	}
	//make it 100% in total.(so called the "Normalization")
	double rawPercentage = 0;
	for (auto ele : partEles)
	{
		rawPercentage += ele->GetPercentage();
	}
	for (auto ele : partEles)
	{
		ele->SetPercentage(ele->GetPercentage() / rawPercentage * 100);
	}
	//zero element process
	std::map<CString, CElementChemistryPtr> mapChe;
	for (auto ch : partEles)
	{
		mapChe[ch->GetName()] = ch;
	}
	ZeroElementRuleList Rules = m_std->GetZeroRules();
	for (auto rule : Rules)
	{
		std::string exp = rule->GetExpressionStr();

		if (partEles.size() < rule->GetUsingElementList().size())
		{

			continue;// if the size not match then continue.
		}

		auto& usingEles = rule->GetUsingElementList();
		bool bMatch = true;
		for (auto che : usingEles)
		{
			auto chemical = mapChe.find(che->GetName());
			if (chemical == mapChe.end())
			{
				bMatch = false;
				break;//if cann't find the element in the particle's element,then continue.
			}
		}
		if (bMatch == false) continue;
		// all the rule's using elements are contained in the particle then we replace the element with the percentage value

		for (std::string s : rule->GetOtherpropertyList())
		{
			if (s.find("_elem")!=std::string::npos)
			{
				auto val = GetAtomicNoBySortingPercentage(s.c_str(), xray);

				
				xmls::ReplaceAll(exp, s, std::to_string(val));
			}
			if (s.find("Element#")!=std::string::npos)
			{
				auto val = GetEleNameBySortingPercentage(s.c_str(), xray);//find the "Element#1" and  replace it with the real element name. 
				auto elelist = rule->GetUsingElementList();
				elelist.push_back(CElementPtr(new CElement(val)));// then replace it in the next step.
				rule->SetUsingElementList(elelist);
			
				xmls::ReplaceAll(exp, s, val.GetBuffer());
			}
			
			

		}

		for (auto eleChemistry : rule->GetUsingElementList())
		{
			auto e = mapChe.find(eleChemistry->GetName());
			if (e != mapChe.end())
			{
				std::string name = eleChemistry->GetName();
			
			xmls::ReplaceAll(exp, name, std::to_string((*e).second->GetPercentage()));
			}
			

		}

		for (std::string s : rule->GetImgPropertyList())
		{
			auto val = particle->GetImgPropertyValueByName(s.c_str());
			
			xmls::ReplaceAll(exp, s, std::to_string(val));
		}

		for (int i = 0; i < 10; i++)
		{
			std::string macStr = "MAC#" + std::to_string(i);
			if (exp.find(macStr) != std::string::npos)
			{
				auto val = GetMacValue(macStr.c_str());//find the "Mac#1" and  replace it with the real element name. 
				xmls::ReplaceAll(exp, macStr, std::to_string(val));
			}

		}
		bool rst = CalcuExp(exp);
		if (rst)
		{
			auto itr = std::find_if(partEles.begin(), partEles.end(), [rule](CElementChemistryPtr ele) {return ele->GetName() == CString(rule->GetZeroElementName().c_str()); });
				if (itr != partEles.end())
				{
					//partEles.erase(itr);//if satisfied the condition then erase the element(zero the element).
					(*itr)->SetPercentage(0);//if satisfied the condition then set element percentage to 0(zero the element).
					double sumPercentage=0;
					for (auto ele : partEles)
					{
						sumPercentage += ele->GetPercentage();
					}
					for (auto ele : partEles)
					{
						if (sumPercentage != 0)
						{
							ele->SetPercentage(ele->GetPercentage() / sumPercentage * 100);
						}
						
					}

				}
				
			
		}
		else
		{
			continue;
		}
	}
	particle->GetXrayInfo()->SetElementQuantifyData(partEles);//set the particle's xray element quantify data to the new partEles.
	return partEles;

}

void ExpressionClassifyEngine::ProcessAllPropertiesWithParticleData(std::string& exp,
	std::map<std::string, CElementChemistryPtr>& mapChemistrys,
	PartSTDRuleItemPtr itm, 
	COTSParticlePtr particle
	)
{
	// process the special property name such as "first_elem" and "Element#1" etc.
	auto xray = particle->GetXrayInfo();
	for (std::string s : itm->GetUsingOtherpropertyList())
	{

		if (s.find("_elem") != std::string::npos)
		{
			auto val = GetAtomicNoBySortingPercentage(s.c_str(), xray);

			xmls::ReplaceAll(exp, s, std::to_string(val));
		}

		if (s.find("Element#") != std::string::npos)
		{
			auto val = GetEleNameBySortingPercentage(s.c_str(), xray);//find the "Element#1" and  replace it with the real element name. 
			auto elelist = itm->GetKeyElementList();
			elelist.push_back(CElementPtr(new CElement(val)));// then replace it in the next step.
			itm->SetKeyElementList(elelist);
			xmls::ReplaceAll(exp, s, val.GetBuffer());
		}
	}
	//process the element property
	for (auto eleChemistry : itm->GetAllSortedEleList())
	{
		auto e = mapChemistrys.find(eleChemistry->GetName().GetBuffer());

		if (e != mapChemistrys.end())
		{
			std::string name = eleChemistry->GetName();

			xmls::ReplaceAll(exp, name, std::to_string(e->second->GetPercentage()));
		}
		else
		{
			std::string name = eleChemistry->GetName();

			xmls::ReplaceAll(exp, name, "0");
		}
	}

	//process the image property
	for (std::string s : itm->GetUsingImgPropertyNameList())
	{
		auto val = particle->GetImgPropertyValueByName(s.c_str());
		xmls::ReplaceAll(exp, s, std::to_string(val));
	}
	//process the "true" keyword.
	if (exp.find("true") != std::string::npos)
	{
		xmls::ReplaceAll(exp, "true", "(1=1)");
	}
	//process the "false" keyword.
	if (exp.find("false") != std::string::npos)
	{
		xmls::ReplaceAll(exp, "false", "(1=0)");
	}
	//process the contant value
	for (int i = 0; i < 10; i++)
	{
		std::string macStr = "MAC#" + std::to_string(i);
		if (exp.find(macStr) != std::string::npos)
		{
			auto val = GetMacValue(macStr.c_str());//find the "Mac#1" and  replace it with the real element name. 
			xmls::ReplaceAll(exp, macStr, std::to_string(val));
		}

	}
}

void ExpressionClassifyEngine::ProcessImgPropertiesWithParticleData(std::string& exp, PartSTDRuleItemPtr itm, COTSParticlePtr particle)
{
	//process the image property
	for (std::string s : itm->GetUsingImgPropertyNameList())
	{
		auto val = particle->GetImgPropertyValueByName(s.c_str());
		xmls::ReplaceAll(exp, s, std::to_string(val));
	}
	//process the "true" keyword.
	if (exp.find("true") != std::string::npos)
	{
		xmls::ReplaceAll(exp, "true", "(1=1)");
	}
	//process the "false" keyword.
	if (exp.find("false") != std::string::npos)
	{
		xmls::ReplaceAll(exp, "false", "(1=0)");
	}
	//process the constant value
	for (int i = 0; i < 10; i++)
	{
		std::string macStr = "MAC#" + std::to_string(i);
		if (exp.find(macStr) != std::string::npos)
		{
			auto val = GetMacValue(macStr.c_str());//find the "Mac#1" and  replace it with the real element name. 
			xmls::ReplaceAll(exp, macStr, std::to_string(val));
		}

	}
}

bool ExpressionClassifyEngine::ZeroElementProcess(COTSParticlePtr particle)
{
	auto chems = ZeroElementProcess(particle, particle->GetXrayInfo());
	particle->GetXrayInfo()->SetElementQuantifyData(chems);
	return true;
}

bool ExpressionClassifyEngine::ClassifyBySpectrum(COTSParticlePtr particle, CPosXrayPtr xray)
{
	return false;
}



bool ExpressionClassifyEngine::ClassifyByExpressionTemporarySpectrum(COTSParticlePtr particle, CPosXrayPtr xray)
{
	
	PartSTDRuleItemList ruleItems = m_std->GetSTDRuleItems();
	
	for (auto itm : ruleItems)
	{
		if (itm->GetIsElementAnalysis() == false)
		{
			auto sim = itm->CalculateSimilarity(xray);
			if (sim > 0.90)
			{
				particle->SetType(OTS_PARTICLE_TYPE::IDENTIFIED);
				particle->SetClassifyId(itm->GetID());
				particle->SetColor(itm->GetColor());
				particle->SetClassifyName(itm->GetName());
				particle->SetHardness(itm->GetHardness());
				particle->SetDensity(itm->GetDensity());
				particle->SetConductivity(itm->GetElectrical_conductivity());

				particle->SetGroupId(itm->GetGrpID());
				particle->SetGroupColor(itm->GetGrpColor());
				particle->SetGroupName(itm->GetGrpName());
				break;
			}
		}

	}
	return true;
}

bool ExpressionClassifyEngine::ClassifyIncA(COTSParticlePtr particle, int SteelTech, CPosXrayPtr xray)
{
	return false;
}


OTSClassifyEngine::CLEEnginePtr GetParticleEngine(std::string a_libName)
{
	static CLEEnginePtr engine;
	static std::string libName="";
	if (engine == NULL || libName != a_libName)
	{
		engine = CLEEnginePtr(new ExpressionClassifyEngine(a_libName));
		libName = a_libName;
		if (!engine->Init())
		{
			return NULL;
		}
	}
	return engine;
}
}