ParamOutputDataMining.cc
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/*
* ParamOutputDataMining.cc
*
* Created on: 23 août 2013
* Author: CS
*/
#include <string>
#include <iostream>
#include <sstream>
#include <iomanip>
#include <string.h>
#include <time.h>
#include <map>
#include <set>
#include <limits>
#include "ParamOutputDataMining.hh"
#include "DicError.hh"
// Parameters
#include "ParameterManager.hh"
#include "Parameter.hh"
#include "ParamData.hh"
#include "TimeUtil.hh"
#include "Helper.hh"
#include "Process.hh"
#include "Config.hh"
#include "DD_time.hh"
// TimeTable
#include "AbstractWriter.hh"
#include "AsciiWriter.hh"
#include "InternalXMLWriter.hh"
#include "VOTableWriter.hh"
#include "TimeTableCatalogUtil.hh"
// DD_Client_r_Lib
#include "TimeUtil.hh"
#include "ParamMgr.hh"
using namespace AMDA::Parameters;
using namespace TimeTableCatalog;
namespace AMDA {
namespace ParamOutputImpl {
namespace DataMining {
const std::map<std::string, TimeTable::TIME_FORMAT> ParamOutputDataMining::TIME_FORMAT_MAP = {
{"", TimeTable::TIME_FORMAT::UNKNOWN},
{"ISO", TimeTable::TIME_FORMAT::YYYYMMDDThhmmss}
};
const std::map<std::string, std::string> ParamOutputDataMining::FILE_FORMAT_MAP = {
{"ASCII", AsciiWriter::FORMAT},
{"XML", InternalXMLWriter::FORMAT},
{"VOT", VOTableWriter::FORMAT}
};
static const std::string ONE_FILE = "one-file";
static const std::string ONE_FILE_PER_INTERVAL = "one-file-per-interval";
ParamOutputDataMining::ParamOutputDataMining(ParameterManager& pParameterManager) :
ParamOutput(pParameterManager),
_fileFormat(FILE_FORMAT_MAP.find("ASCII")->second),
_timeFormat(TIME_FORMAT_MAP.find("ISO")->second),
_outputStructure(ONE_FILE),
_fileName("timeTable_PARAMID_XXX"),
_firstVisit(true),
_taskPriority(PRIORITY::PARAM) {
}
ParamOutputDataMining::~ParamOutputDataMining() {
}
void ParamOutputDataMining::establishConnection() {
// TODO check if _paramName is set otherwise throw an error
LOG4CXX_DEBUG(_logger, "ParamOutputDataMining::establishConnection : " << "Retrieve parameter");
_parameter = _parameterManager.getSampledParameter(_paramName, _samplingMode, _samplingValue, _gapThreshold);
if(_parameter == NULL) {
LOG4CXX_ERROR(_logger,"ParamOutput::init parameter : \""<< _paramName <<"\" Not Exist" );
BOOST_THROW_EXCEPTION( ParamOutput_exception());
} else {
_parameter->openConnection(this);
_samplingValue = getSamplingInTreeParameter(_parameter);
_gapThreshold = _parameter->getGapThreshold();
}
}
void ParamOutputDataMining::init() {
if(_timeIntervalList->size() != 0) {
getParameter()->init(this, _timeIntervalList);
} else {
// No need to initialize parameter when there is no time interval to process.
}
AMDA::Info::ParamInfoSPtr paramInfo = AMDA::Info::ParamMgr::getInstance()->getParamInfoFromId(_parameter->getInfoId());
if (paramInfo != nullptr) {
_expression = paramInfo->getProcessDescription();
}
if (_expression.empty()) {
_expression = "Unknown";
}
}
/**
* @note Create instance of DataMiningType
*/
void ParamOutputDataMining::createDataMiningWriter() {
// DataMiningTooSmall.
DataMiningInvalidInterval lDataMiningTooSmall = DataMiningTooSmall(this);
lDataMiningTooSmall.setWorkPath(_workPath);
// Set the biggest time interval because there is no need to parse each time interval.
if (!_timeIntervalListTooSmall->empty())
lDataMiningTooSmall.setTimeInterval(*_currentTimeInterval);
// Calculated digit number must be greater than minimum digit number constant.
std::stringstream buf;
buf << _timeIntervalListTooSmall->size();
unsigned int lDigitNumber = buf.str().size();
if(lDigitNumber < DataMiningType::MIN_DIGIT_NUMBER) {
lDigitNumber = DataMiningType::MIN_DIGIT_NUMBER;
}
// DataMiningTrue
DataMiningValidInterval lDataMiningTrue = DataMiningTrue(this);
lDataMiningTrue.setWorkPath(_workPath);
lDataMiningTrue.setDigitNumber(lDigitNumber);
// DataMiningNoData
DataMiningValidInterval lDataMiningNoData = DataMiningNoData(this);
lDataMiningNoData.setWorkPath(_workPath);
lDataMiningNoData.setDigitNumber(lDigitNumber);
// Define first time interval.
// if(_outputStructure == ONE_FILE) {
// We must give start time of the first time interval and end time of the last time interval
// lDataMiningTrue.setTimeInterval(TimeInterval(_timeIntervalList->front()._startTime, _timeIntervalList->back()._stopTime));
// lDataMiningNoData.setTimeInterval(TimeInterval(_timeIntervalList->front()._startTime, _timeIntervalList->back()._stopTime));
// } else {
lDataMiningTrue.setTimeInterval(*_currentTimeInterval);
lDataMiningNoData.setTimeInterval(*_currentTimeInterval);
// }
// Push in valid interval list
_dataMiningValidIntervalList.push_back(lDataMiningTrue);
_dataMiningValidIntervalList.push_back(lDataMiningNoData);
// Push in invalid inteval list
_dataMiningInvalidIntervalList.push_back(lDataMiningTooSmall);
}
/**
* @note Process data where time interval list is valid (greater or equal than sampling time).
*/
void ParamOutputDataMining::processInvalidInterval() {
for (DataMiningInvalidIntervalList::iterator it = _dataMiningInvalidIntervalList.begin(); it != _dataMiningInvalidIntervalList.end(); ++it) {
// Store invalid time interval in time table.
(*it).createInterval(_timeIntervalListTooSmall.get());
// Write information in time table.
(*it).fillInformation(_timeFormat, _fileName, 0);
}
}
/**
* @note Process data where time interval list is invalid (less than sampling time).
*/
void ParamOutputDataMining::processValidInterval() {
// Index of created file
int lFileIndex = 0;
do {
try {
_paramDataIndexInfo = getParameter()->getAsync(this).get();
getParameter()->getParamData(this)->accept(*this);
if (_paramDataIndexInfo._timeIntToProcessChanged) {
// Set next time interval.
LOG4CXX_DEBUG(_logger, "ParamOutputDataMining => Next Time Interval");
++_currentTimeInterval;
if (_currentTimeInterval == _timeIntervalList->end()) {
_paramDataIndexInfo._timeIntToProcessChanged = false;
continue;
}
// Increase index for the filename.
if(_outputStructure == ONE_FILE_PER_INTERVAL) {
lFileIndex++;
}
// For each DataMiningValidInterval write time table content and change time interval.
for(DataMiningValidIntervalList::iterator it = _dataMiningValidIntervalList.begin(); it != _dataMiningValidIntervalList.end(); ++it) {
if(_outputStructure == ONE_FILE_PER_INTERVAL) {
(*it).fillInformation(_timeFormat, _fileName, lFileIndex);
}
// Change time interval
(*it).setTimeInterval(*_currentTimeInterval);
}
}
} catch(AMDA::AMDA_exception & e) {
e << AMDA::errno_code(AMDA_PARAM_OUTPUT_ERR);
throw;
}
} while (!_paramDataIndexInfo._noMoreTimeInt);
// Increase index for the filename.
if(_outputStructure == ONE_FILE_PER_INTERVAL) {
lFileIndex++;
}
// For each DataMiningValidInterval fill information of time table (description, history, filename, ...).
for(DataMiningValidIntervalList::iterator it = _dataMiningValidIntervalList.begin(); it != _dataMiningValidIntervalList.end(); ++it) {
(*it).fillInformation(_timeFormat, _fileName, lFileIndex);
}
}
void ParamOutputDataMining::apply() {
// Check if all needed parameter are set
// If sampling value is set to 0 that's to say
// time_resolution tag was not set in param xml file.
if(_samplingValue == 0) {
// Retrieve default sampling time for this param
if(_parameter->getTimeResolution() == 0) {
_samplingValue = _parameter->getParamData(this)->getMinSampling();
} else {
_samplingValue = _parameter->getTimeResolution();
}
}
// Check if intervals creation must be canceled.
if (!cancelIntervalCreation()) {
// Create DataMiningTrue, DataMiningNoData, DataMiningTooSmall
createDataMiningWriter();
// Process invalid interval
processInvalidInterval();
// Process valid interval
if(_timeIntervalList->size() != 0) {
processValidInterval();
} else {
// Nothing to do.
}
} else {
LOG4CXX_DEBUG(_logger, "ParamOutputDataMining => The output treatment with priority '" << _taskPriority << "' for param name '" << _paramName << "' is aborted because there is an other treatment with an higher priority");
_parameter->closeConnection(this);
}
}
bool ParamOutputDataMining::cancelIntervalCreation() {
// The output is aborted only if there is an other output on the same param
// that have an higher priority
bool lAbortTreatment = false;
// If this output has the highest priority don't check other output
if(_taskPriority == (PRIORITY::HIGHER_PRIORITY_VALUE - 1)) {
// Nothing to do
} else {
// Search for other output that are of type ParamOutputDataMining which work on the same param.
// If the found output has an higher priority than the current output, the current output task is aborted.
ParamOutputList lParamOutputList = _parameterManager.getParamOutputList();
for(std::list<ParamOutputSPtr>::iterator it=lParamOutputList.begin(); it != lParamOutputList.end(); ++it) {
if (typeid((*(it->get()))) == typeid(ParamOutputDataMining)) {
ParamOutputDataMining* lOtherOutput = dynamic_cast<ParamOutputDataMining*>(it->get());
// Check if the other output work on the same param and has an higher priority
if(lOtherOutput->getParamName() == _paramName && lOtherOutput->getOutputPriority() > _taskPriority) {
lAbortTreatment = true;
}
}
}
}
return lAbortTreatment;
}
void ParamOutputDataMining::terminate() {
std::vector<std::string> lFilenames;
// For each DataMiningValidInterval write time table content.
for(DataMiningValidIntervalList::iterator it = _dataMiningValidIntervalList.begin(); it != _dataMiningValidIntervalList.end(); ++it) {
lFilenames = (*it).write(_fileFormat);
_files.insert(_files.end(), lFilenames.begin(), lFilenames.end());
}
for(DataMiningInvalidIntervalList::iterator it = _dataMiningInvalidIntervalList.begin(); it != _dataMiningInvalidIntervalList.end(); ++it) {
lFilenames = (*it).write(_fileFormat);
_files.insert(_files.end(), lFilenames.begin(), lFilenames.end());
}
// Call post processing
ParamOutput::terminate();
}
/**
* @overload VisitorOfParamData::visit(ParamDataScalaireShort *)
*/
void ParamOutputDataMining::visit(AMDA::Parameters::ParamDataScalaireShort * /*pParamData*/) {
ERROR_EXCEPTION("Not Implemented!");
}
/**
* @overload VisitorOfParamData::visit(ParamDataScalaireFloat *)
*/
void ParamOutputDataMining::visit(AMDA::Parameters::ParamDataScalaireFloat * /*pParamData*/) {
ERROR_EXCEPTION("Not Implemented!");
}
/**
* @overload VisitorOfParamData::visit(ParamDataScalaireDouble *)
*/
void ParamOutputDataMining::visit(AMDA::Parameters::ParamDataScalaireDouble * /*pParamData*/) {
ERROR_EXCEPTION("Not Implemented!");
}
/**
* @overload VisitorOfParamData::visit(ParamDataScalaireLongDouble *)
*/
void ParamOutputDataMining::visit(AMDA::Parameters::ParamDataScalaireLongDouble * /*pParamData*/) {
ERROR_EXCEPTION("Not Implemented!");
}
/**
* @overload VisitorOfParamData::visit(ParamDataScalaireInt *)
*/
void ParamOutputDataMining::visit(AMDA::Parameters::ParamDataScalaireInt * /*pParamData*/) {
ERROR_EXCEPTION("Not Implemented!");
}
/**
* @overload VisitorOfParamData::visit(ParamDataLogicalData *)
*/
void ParamOutputDataMining::visit(AMDA::Parameters::ParamDataLogicalData * pParamData) {
LOG4CXX_DEBUG(_logger, "ParamOutputDataMining => create output");
for(DataMiningValidIntervalList::iterator it = _dataMiningValidIntervalList.begin(); it != _dataMiningValidIntervalList.end(); ++it) {
(*it).createInterval(pParamData, _paramDataIndexInfo);
}
}
/**
* @overload VisitorOfParamData::visit(ParamDataTab1DShort *)
*/
void ParamOutputDataMining::visit(AMDA::Parameters::ParamDataTab1DShort * /*pParamData*/) {
ERROR_EXCEPTION("Not Implemented!");
}
/**
* @overload VisitorOfParamData::visit(ParamDataTab1DFloat *)
*/
void ParamOutputDataMining::visit(AMDA::Parameters::ParamDataTab1DFloat * /*pParamData*/) {
ERROR_EXCEPTION("Not Implemented!");
}
/**
* @overload VisitorOfParamData::visit(ParamDataTab1DDouble *)
*/
void ParamOutputDataMining::visit(AMDA::Parameters::ParamDataTab1DDouble * /*pParamData*/) {
ERROR_EXCEPTION("Not Implemented!");
}
/**
* @overload VisitorOfParamData::visit(ParamDataTab1DLongDouble *)
*/
void ParamOutputDataMining::visit(AMDA::Parameters::ParamDataTab1DLongDouble * /*pParamData*/) {
ERROR_EXCEPTION("Not Implemented!");
}
/**
* @overload VisitorOfParamData::visit(ParamDataTab1DInt *)
*/
void ParamOutputDataMining::visit(AMDA::Parameters::ParamDataTab1DInt * /*pParamData*/) {
ERROR_EXCEPTION("Not Implemented!");
}
/**
* @overload VisitorOfParamData::visit(ParamDataTab1DLogicalData *)
*/
void ParamOutputDataMining::visit(AMDA::Parameters::ParamDataTab1DLogicalData * /*pParamData*/) {
ERROR_EXCEPTION("Not Implemented!");
}
/**
* @overload VisitorOfParamData::visit(ParamDataTab2DShort *)
*/
void ParamOutputDataMining::visit(AMDA::Parameters::ParamDataTab2DShort *) {
ERROR_EXCEPTION("Not Implemented!");
}
/**
* @overload VisitorOfParamData::visit(ParamDataTab2DFloat *)
*/
void ParamOutputDataMining::visit(AMDA::Parameters::ParamDataTab2DFloat *) {
ERROR_EXCEPTION("Not Implemented!");
}
/**
* @overload VisitorOfParamData::visit(ParamDataTab2DDouble *)
*/
void ParamOutputDataMining::visit(AMDA::Parameters::ParamDataTab2DDouble *) {
ERROR_EXCEPTION("Not Implemented!");
}
/**
* @overload VisitorOfParamData::visit(ParamDataTab2DLongDouble *)
*/
void ParamOutputDataMining::visit(AMDA::Parameters::ParamDataTab2DLongDouble *) {
ERROR_EXCEPTION("Not Implemented!");
}
/**
* @overload VisitorOfParamData::visit(ParamDataTab2DInt *)
*/
void ParamOutputDataMining::visit(AMDA::Parameters::ParamDataTab2DInt *) {
ERROR_EXCEPTION("Not Implemented!");
}
/**
* @overload VisitorOfParamData::visit(ParamDataTab2DLogicalData *)
*/
void ParamOutputDataMining::visit(AMDA::Parameters::ParamDataTab2DLogicalData *) {
ERROR_EXCEPTION("Not Implemented!");
}
// Access method
/**
* @brief Set the file format value. This function do a mapping between value in the output request XML file
* and Time Table writer format.
*/
void ParamOutputDataMining::setFileFormat(const std::string& pFileFormat) {
std::map<std::string, std::string>::const_iterator it;
it = FILE_FORMAT_MAP.find(pFileFormat);
std::string lFileFormatMapValue;
if(it != FILE_FORMAT_MAP.end()) {
lFileFormatMapValue = it->second;
} else {
lFileFormatMapValue = FILE_FORMAT_MAP.find("ASCII")->second;
}
_fileFormat = lFileFormatMapValue;
}
/**
* @brief Set the time format value. This function do a mapping between value in the output request XML file
* and Time Table time format.
*/
void ParamOutputDataMining::setTimeFormat(std::string pTimeFormat) {
std::map<std::string, TimeTable::TIME_FORMAT>::const_iterator it;
it = TIME_FORMAT_MAP.find(pTimeFormat);
TimeTable::TIME_FORMAT lTimeFormatMapValue;
if(it != TIME_FORMAT_MAP.end()) {
lTimeFormatMapValue = it->second;
} else {
lTimeFormatMapValue = TIME_FORMAT_MAP.find("")->second;
}
_timeFormat = lTimeFormatMapValue;
}
} // namespace DataMining
} // namespace ParamOutputImpl
} /* namespace AMDA */