CorrelationProcess.cc
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/*
* To change this license header, choose License Headers in Project Properties.
* To change this template file, choose Tools | Templates
* and open the template in the editor.
*/
/*
* File: CorrelationProcess.cc
* Author: hacene
*
* Created on September 27, 2021, 10:02 AM
*/
#include <stdlib.h>
#include <string>
#include <boost/lexical_cast.hpp>
#include "DicError.hh"
#include "AMDA_exception.hh"
#include "Operation.hh"
#include "ParameterManager.hh"
#include "ParamMgr.hh"
#include "ParameterCreatorFromExpression.hh"
#include "CorrelationProcess.hh"
#include "StatisticCorrelationCreator.hh"
#include "CorrelationFunctions.hh"
#include <typeinfo>
using namespace std;
using namespace boost;
using namespace log4cxx;
namespace AMDA {
namespace Parameters {
CorrelationProcess::CorrelationProcess(Parameter ¶meter) : MultiParamProcess_CRTP(parameter) {
_type = "";
}
CorrelationProcess::CorrelationProcess(const CorrelationProcess& pProcess, Parameter ¶meter) : MultiParamProcess_CRTP(pProcess, parameter),
_firstParamName(pProcess._firstParamName), _secondParamName(pProcess._secondParamName) {
_type = "";
}
CorrelationProcess::~CorrelationProcess() {
}
void CorrelationProcess::parse() {
ParameterCreatorFromExpression creator(_parameter.getParameterManager());
ParameterSPtr lParameter = creator.getOneParameterFromExpression(_parameter,_expression, isUserProcess());
_paramNameList[lParameter->getId()].first = lParameter;
_firstParamName = lParameter->getId();
lParameter = creator.getOneParameterFromExpression(_parameter,_attributList[0], isUserProcess());
_paramNameList[lParameter->getId()].first = lParameter;
_secondParamName = lParameter->getId();
}
void CorrelationProcess::establishConnection() {
parse();
MultiParamProcess::establishConnection();
}
TimeStamp CorrelationProcess::init() {
_windowtime = atof(_attributList[1].c_str());
if(_type.empty() && _attributList.size() >=3)
_type = _attributList[2];
TimeStamp timeStamp = MultiParamProcess::init();
ParamData* lfirstParamInput = _paramNameList[_firstParamName].first->getParamData(this).get();
ParamData* lSecondParamInput = _paramNameList[_secondParamName].first->getParamData(this).get();
StatisticCorrelationCreator lCreator(*this, _timeIntervalList, *lfirstParamInput, *lSecondParamInput, _windowtime, _type);
_operation = lCreator.getOperation();
_paramData = ParamDataSPtr(_operation->getParamOutput());
_paramData->setMinSampling(lfirstParamInput->getMinSampling());
return timeStamp;
}
// Covariance
CovarianceProcess::CovarianceProcess(Parameter& parameter):CorrelationProcess(parameter){
CorrelationProcess::_type = "covariance";
}
CovarianceProcess::CovarianceProcess(const CorrelationProcess& pProcess, Parameter& parameter):CorrelationProcess(pProcess, parameter){
CorrelationProcess::_type = "covariance";
}
CovarianceProcess::~CovarianceProcess(){
}
// Pearson
PearsonProcess::PearsonProcess(Parameter& parameter):CorrelationProcess(parameter){
CorrelationProcess::_type = "pearson";
}
PearsonProcess::PearsonProcess(const CorrelationProcess& pProcess, Parameter& parameter):CorrelationProcess(pProcess, parameter){
CorrelationProcess::_type = "pearson";
}
PearsonProcess::~PearsonProcess(){
}
// Kendall
KendallProcess::KendallProcess(Parameter& parameter):CorrelationProcess(parameter){
CorrelationProcess::_type = "kendall";
}
KendallProcess::KendallProcess(const CorrelationProcess& pProcess, Parameter& parameter):CorrelationProcess(pProcess, parameter){
CorrelationProcess::_type = "kendall";
}
KendallProcess::~KendallProcess(){
}
// Spearman
SpearmanProcess::SpearmanProcess(Parameter& parameter):CorrelationProcess(parameter){
CorrelationProcess::_type = "spearman";
}
SpearmanProcess::SpearmanProcess(const CorrelationProcess& pProcess, Parameter& parameter):CorrelationProcess(pProcess, parameter){
CorrelationProcess::_type = "spearman";
}
SpearmanProcess::~SpearmanProcess(){
}
}
}