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LoadEventPreNexus2.cpp
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LoadEventPreNexus2.cpp
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// Mantid Repository : https://github.com/mantidproject/mantid
//
// Copyright © 2018 ISIS Rutherford Appleton Laboratory UKRI,
// NScD Oak Ridge National Laboratory, European Spallation Source,
// Institut Laue - Langevin & CSNS, Institute of High Energy Physics, CAS
// SPDX - License - Identifier: GPL - 3.0 +
#include "MantidDataHandling/LoadEventPreNexus2.h"
#include "MantidAPI/Axis.h"
#include "MantidAPI/FileFinder.h"
#include "MantidAPI/FileProperty.h"
#include "MantidAPI/RegisterFileLoader.h"
#include "MantidAPI/Run.h"
#include "MantidAPI/WorkspaceFactory.h"
#include "MantidDataObjects/EventList.h"
#include "MantidDataObjects/EventWorkspace.h"
#include "MantidDataObjects/Workspace2D.h"
#include "MantidGeometry/IDetector.h"
#include "MantidGeometry/Instrument.h"
#include "MantidGeometry/Instrument/DetectorInfo.h"
#include "MantidKernel/ArrayProperty.h"
#include "MantidKernel/BinaryFile.h"
#include "MantidKernel/BoundedValidator.h"
#include "MantidKernel/CPUTimer.h"
#include "MantidKernel/ConfigService.h"
#include "MantidKernel/DateAndTime.h"
#include "MantidKernel/FileValidator.h"
#include "MantidKernel/Glob.h"
#include "MantidKernel/InstrumentInfo.h"
#include "MantidKernel/ListValidator.h"
#include "MantidKernel/OptionalBool.h"
#include "MantidKernel/System.h"
#include "MantidKernel/TimeSeriesProperty.h"
#include "MantidKernel/UnitFactory.h"
#include "MantidKernel/VisibleWhenProperty.h"
#include <algorithm>
#include <functional>
#include <set>
#include <sstream>
#include <stdexcept>
#include <vector>
#if BOOST_VERSION < 107100
#include <boost/timer.hpp>
#else
#include <boost/timer/timer.hpp>
#endif
#include <Poco/File.h>
#include <Poco/Path.h>
namespace Mantid::DataHandling {
DECLARE_FILELOADER_ALGORITHM(LoadEventPreNexus2)
using namespace Kernel;
using namespace API;
using namespace Geometry;
using namespace DataObjects;
using DataObjects::EventList;
using DataObjects::EventWorkspace;
using DataObjects::EventWorkspace_sptr;
using std::ifstream;
using std::runtime_error;
using std::string;
using std::stringstream;
using std::vector;
using Types::Core::DateAndTime;
using Types::Event::TofEvent;
//------------------------------------------------------------------------------------------------
// constants for locating the parameters to use in execution
//------------------------------------------------------------------------------------------------
static const string EVENT_PARAM("EventFilename");
static const string PULSEID_PARAM("PulseidFilename");
static const string MAP_PARAM("MappingFilename");
static const string PID_PARAM("SpectrumList");
static const string PARALLEL_PARAM("UseParallelProcessing");
static const string BLOCK_SIZE_PARAM("LoadingBlockSize");
static const string OUT_PARAM("OutputWorkspace");
/// All pixel ids with matching this mask are errors.
static const PixelType ERROR_PID = 0x80000000;
/// The maximum possible tof as native type
static const uint32_t MAX_TOF_UINT32 = std::numeric_limits<uint32_t>::max();
/// Conversion factor between 100 nanoseconds and 1 microsecond.
static const double TOF_CONVERSION = .1;
/// Conversion factor between picoColumbs and microAmp*hours
static const double CURRENT_CONVERSION = 1.e-6 / 3600.;
/// Veto flag: 0xFF00000000000
static const uint64_t VETOFLAG(72057594037927935);
static const string EVENT_EXTS[] = {"_neutron_event.dat", "_neutron0_event.dat", "_neutron1_event.dat",
"_neutron2_event.dat", "_neutron3_event.dat", "_neutron4_event.dat",
"_live_neutron_event.dat"};
static const string PULSE_EXTS[] = {"_pulseid.dat", "_pulseid0.dat", "_pulseid1.dat", "_pulseid2.dat",
"_pulseid3.dat", "_pulseid4.dat", "_live_pulseid.dat"};
static const int NUM_EXT = 7;
//-----------------------------------------------------------------------------
// Statistic Functions
//-----------------------------------------------------------------------------
//----------------------------------------------------------------------------------------------
/** Parse preNexus file name to get run number
*/
static string getRunnumber(const string &filename) {
// start by trimming the filename
string runnumber(Poco::Path(filename).getBaseName());
if (runnumber.find("neutron") >= string::npos)
return "0";
std::size_t left = runnumber.find('_');
std::size_t right = runnumber.find('_', left + 1);
return runnumber.substr(left + 1, right - left - 1);
}
//----------------------------------------------------------------------------------------------
/** Generate Pulse ID file name from preNexus event file's name
*/
static string generatePulseidName(string eventfile) {
// initialize vector of endings and put live at the beginning
vector<string> eventExts(EVENT_EXTS, EVENT_EXTS + NUM_EXT);
std::reverse(eventExts.begin(), eventExts.end());
vector<string> pulseExts(PULSE_EXTS, PULSE_EXTS + NUM_EXT);
std::reverse(pulseExts.begin(), pulseExts.end());
// look for the correct ending
for (std::size_t i = 0; i < eventExts.size(); ++i) {
size_t start = eventfile.find(eventExts[i]);
if (start != string::npos)
return eventfile.replace(start, eventExts[i].size(), pulseExts[i]);
}
// give up and return nothing
return "";
}
//----------------------------------------------------------------------------------------------
/** Generate mapping file name from Event workspace's instrument
*/
static string generateMappingfileName(EventWorkspace_sptr &wksp) {
// get the name of the mapping file as set in the parameter files
std::vector<string> temp = wksp->getInstrument()->getStringParameter("TS_mapping_file");
if (temp.empty())
return "";
string mapping = temp[0];
// Try to get it from the working directory
Poco::File localmap(mapping);
if (localmap.exists())
return mapping;
// Try to get it from the data directories
string dataversion = Mantid::API::FileFinder::Instance().getFullPath(mapping);
if (!dataversion.empty())
return dataversion;
// get a list of all proposal directories
string instrument = wksp->getInstrument()->getName();
Poco::File base("/SNS/" + instrument + "/");
// try short instrument name
if (!base.exists()) {
instrument = Kernel::ConfigService::Instance().getInstrument(instrument).shortName();
base = Poco::File("/SNS/" + instrument + "/");
if (!base.exists())
return "";
}
vector<string> dirs; // poco won't let me reuse temp
base.list(dirs);
// check all of the proposals for the mapping file in the canonical place
const string CAL("_CAL");
const size_t CAL_LEN = CAL.length(); // cache to make life easier
vector<string> files;
for (auto &dir : dirs) {
if ((dir.length() > CAL_LEN) && (dir.compare(dir.length() - CAL.length(), CAL.length(), CAL) == 0)) {
std::string path = std::string(base.path()).append("/").append(dir).append("/calibrations/").append(mapping);
if (Poco::File(path).exists())
files.emplace_back(path);
}
}
if (files.empty())
return "";
else if (files.size() == 1)
return files[0];
else // just assume that the last one is the right one, this should never be
// fired
return *(files.rbegin());
}
//----------------------------------------------------------------------------------------------
/** Return the confidence with with this algorithm can load the file
* @param descriptor A descriptor for the file
* @returns An integer specifying the confidence level. 0 indicates it will
* not
* be used
*/
int LoadEventPreNexus2::confidence(Kernel::FileDescriptor &descriptor) const {
if (descriptor.extension().rfind("dat") == std::string::npos)
return 0;
// If this looks like a binary file where the exact file length is a
// multiple
// of the DasEvent struct then we're probably okay.
if (descriptor.isAscii())
return 0;
const size_t objSize = sizeof(DasEvent);
auto &handle = descriptor.data();
// get the size of the file in bytes and reset the handle back to the
// beginning
handle.seekg(0, std::ios::end);
const auto filesize = static_cast<size_t>(handle.tellg());
handle.seekg(0, std::ios::beg);
if (filesize % objSize == 0)
return 80;
else
return 0;
}
//----------------------------------------------------------------------------------------------
/** Constructor
*/
LoadEventPreNexus2::LoadEventPreNexus2()
: Mantid::API::IFileLoader<Kernel::FileDescriptor>(), prog(nullptr), spectra_list(), pulsetimes(), event_indices(),
proton_charge(), proton_charge_tot(0), pixel_to_wkspindex(), pixelmap(), detid_max(), eventfile(nullptr),
num_events(0), num_pulses(0), numpixel(0), num_good_events(0), num_error_events(0), num_bad_events(0),
num_wrongdetid_events(0), num_ignored_events(0), first_event(0), max_events(0), using_mapping_file(false),
loadOnlySomeSpectra(false), spectraLoadMap(), longest_tof(0), shortest_tof(0), parallelProcessing(false),
pulsetimesincreasing(false), m_dbOutput(false), m_dbOpBlockNumber(0), m_dbOpNumEvents(0), m_dbOpNumPulses(0) {}
//----------------------------------------------------------------------------------------------
/** Initialize the algorithm, i.e, declare properties
*/
void LoadEventPreNexus2::init() {
// which files to use
vector<string> eventExts(EVENT_EXTS, EVENT_EXTS + NUM_EXT);
declareProperty(std::make_unique<FileProperty>(EVENT_PARAM, "", FileProperty::Load, eventExts),
"The name of the neutron event file to read, including its full or "
"relative path. In most cases, the file typically ends in "
"neutron_event.dat (N.B. case sensitive if running on Linux).");
vector<string> pulseExts(PULSE_EXTS, PULSE_EXTS + NUM_EXT);
declareProperty(std::make_unique<FileProperty>(PULSEID_PARAM, "", FileProperty::OptionalLoad, pulseExts),
"File containing the accelerator pulse information; the "
"filename will be found automatically if not specified.");
declareProperty(std::make_unique<FileProperty>(MAP_PARAM, "", FileProperty::OptionalLoad, ".dat"),
"File containing the pixel mapping (DAS pixels to pixel IDs) file "
"(typically INSTRUMENT_TS_YYYY_MM_DD.dat). The filename will be found "
"automatically if not specified.");
// which pixels to load
declareProperty(std::make_unique<ArrayProperty<int64_t>>(PID_PARAM),
"A list of individual spectra (pixel IDs) to read, specified "
"as e.g. 10:20. Only used if set.");
auto mustBePositive = std::make_shared<BoundedValidator<int>>();
mustBePositive->setLower(1);
declareProperty("ChunkNumber", EMPTY_INT(), mustBePositive,
"If loading the file by sections ('chunks'), this is the "
"section number of this execution of the algorithm.");
declareProperty("TotalChunks", EMPTY_INT(), mustBePositive,
"If loading the file by sections ('chunks'), this is the "
"total number of sections.");
// TotalChunks is only meaningful if ChunkNumber is set
// Would be nice to be able to restrict ChunkNumber to be <= TotalChunks at
// validation
setPropertySettings("TotalChunks", std::make_unique<VisibleWhenProperty>("ChunkNumber", IS_NOT_DEFAULT));
std::vector<std::string> propOptions{"Auto", "Serial", "Parallel"};
declareProperty("UseParallelProcessing", "Auto", std::make_shared<StringListValidator>(propOptions),
"Use multiple cores for loading the data?\n"
" Auto: Use serial loading for small data sets, parallel "
"for large data sets.\n"
" Serial: Use a single core.\n"
" Parallel: Use all available cores.");
// the output workspace name
declareProperty(std::make_unique<WorkspaceProperty<IEventWorkspace>>(OUT_PARAM, "", Direction::Output),
"The name of the workspace that will be created, filled "
"with the read-in "
"data and stored in the [[Analysis Data Service]].");
declareProperty(std::make_unique<WorkspaceProperty<MatrixWorkspace>>("EventNumberWorkspace", "", Direction::Output,
PropertyMode::Optional),
"Workspace with number of events per pulse");
// Some debugging options
auto mustBeNonNegative = std::make_shared<BoundedValidator<int>>();
mustBeNonNegative->setLower(0);
declareProperty("DBOutputBlockNumber", EMPTY_INT(), mustBeNonNegative,
"Index of the loading block for debugging output. ");
declareProperty("DBNumberOutputEvents", 40, mustBePositive,
"Number of output events for debugging purpose. Must be "
"defined with DBOutputBlockNumber.");
declareProperty("DBNumberOutputPulses", EMPTY_INT(), mustBePositive,
"Number of output pulses for debugging purpose. ");
std::string dbgrp = "Investigation Use";
setPropertyGroup("EventNumberWorkspace", dbgrp);
setPropertyGroup("DBOutputBlockNumber", dbgrp);
setPropertyGroup("DBNumberOutputEvents", dbgrp);
setPropertyGroup("DBNumberOutputPulses", dbgrp);
}
//----------------------------------------------------------------------------------------------
/** Execute the algorithm
* Procedure:
* 1. check all the inputs
* 2. create an EventWorkspace object
* 3. process events
* 4. set out output
*/
void LoadEventPreNexus2::exec() {
g_log.information("Executing LoadEventPreNexus Ver 2.0");
// Process input properties
// a. Check 'chunk' properties are valid, if set
const int chunks = getProperty("TotalChunks");
if (!isEmpty(chunks) && int(getProperty("ChunkNumber")) > chunks) {
throw std::out_of_range("ChunkNumber cannot be larger than TotalChunks");
}
prog = std::make_unique<Progress>(this, 0.0, 1.0, 100);
// b. what spectra (pixel ID's) to load
this->spectra_list = this->getProperty(PID_PARAM);
// c. the event file is needed in case the pulseid fileanme is empty
string event_filename = this->getPropertyValue(EVENT_PARAM);
string pulseid_filename = this->getPropertyValue(PULSEID_PARAM);
bool throwError = true;
if (pulseid_filename.empty()) {
pulseid_filename = generatePulseidName(event_filename);
if (!pulseid_filename.empty()) {
if (Poco::File(pulseid_filename).exists()) {
this->g_log.information() << "Found pulseid file " << pulseid_filename << '\n';
throwError = false;
} else {
pulseid_filename = "";
}
}
}
processInvestigationInputs();
// Read input files
prog->report("Loading Pulse ID file");
this->readPulseidFile(pulseid_filename, throwError);
prog->report("Loading Event File");
this->openEventFile(event_filename);
// Correct event indexes mased by veto flag
unmaskVetoEventIndex();
// Optinally output event number / pulse file
std::string diswsname = getPropertyValue("EventNumberWorkspace");
if (!diswsname.empty()) {
MatrixWorkspace_sptr disws = generateEventDistribtionWorkspace();
setProperty("EventNumberWorkspace", disws);
}
// Create otuput Workspace
prog->report("Creating output workspace");
createOutputWorkspace(event_filename);
// Process the events into pixels
procEvents(localWorkspace);
// Set output
this->setProperty<IEventWorkspace_sptr>(OUT_PARAM, localWorkspace);
// Fast frequency sample environment data
this->processImbedLogs();
} // exec()
//------------------------------------------------------------------------------------------------
/** Create and set up output Event Workspace
*/
void LoadEventPreNexus2::createOutputWorkspace(const std::string &event_filename) {
// Create the output workspace
localWorkspace = EventWorkspace_sptr(new EventWorkspace());
// Make sure to initialize. We can use dummy numbers for arguments, for
// event
// workspace it doesn't matter
localWorkspace->initialize(1, 1, 1);
// Set the units
localWorkspace->getAxis(0)->unit() = UnitFactory::Instance().create("TOF");
localWorkspace->setYUnit("Counts");
// Set title
localWorkspace->setTitle("Dummy Title");
// Property run_start
if (this->num_pulses > 0) {
// add the start of the run as a ISO8601 date/time string. The start = the
// first pulse.
// (this is used in LoadInstrument to find the right instrument file to
// use).
localWorkspace->mutableRun().addProperty("run_start", pulsetimes[0].toISO8601String(), true);
}
// Property run_number
localWorkspace->mutableRun().addProperty("run_number", getRunnumber(event_filename));
// Get the instrument!
prog->report("Loading Instrument");
this->runLoadInstrument(event_filename, localWorkspace);
// load the mapping file
prog->report("Loading Mapping File");
string mapping_filename = this->getPropertyValue(MAP_PARAM);
if (mapping_filename.empty()) {
mapping_filename = generateMappingfileName(localWorkspace);
if (!mapping_filename.empty())
this->g_log.information() << "Found mapping file \"" << mapping_filename << "\"\n";
}
this->loadPixelMap(mapping_filename);
// Replace workspace by workspace of correct size
// Number of non-monitors in instrument
size_t nSpec = localWorkspace->getInstrument()->getDetectorIDs(true).size();
if (!this->spectra_list.empty())
nSpec = this->spectra_list.size();
auto tmp = createWorkspace<EventWorkspace>(nSpec, 2, 1);
WorkspaceFactory::Instance().initializeFromParent(*localWorkspace, *tmp, true);
localWorkspace = std::move(tmp);
}
//------------------------------------------------------------------------------------------------
/** Some Pulse ID and event indexes might be wrong. Remove them.
*/
void LoadEventPreNexus2::unmaskVetoEventIndex() {
// Unmask veto bit from vetoed events
PARALLEL_FOR_NO_WSP_CHECK()
for (int i = 0; i < static_cast<int>(event_indices.size()); ++i) {
PARALLEL_START_INTERRUPT_REGION
uint64_t eventindex = event_indices[i];
if (eventindex > static_cast<uint64_t>(max_events)) {
// Is veto, use the unmasked event index
uint64_t realeventindex = eventindex & VETOFLAG;
event_indices[i] = realeventindex;
}
// Check
uint64_t eventindexcheck = event_indices[i];
if (eventindexcheck > static_cast<uint64_t>(max_events)) {
g_log.information() << "Check: Pulse " << i << ": unphysical event index = " << eventindexcheck << "\n";
}
PARALLEL_END_INTERRUPT_REGION
}
PARALLEL_CHECK_INTERRUPT_REGION
}
//------------------------------------------------------------------------------------------------
/** Generate a workspace with distribution of events with pulse
* Workspace has 2 spectrum. spectrum 0 is the number of events in one
* pulse.
* specrum 1 is the accumulated number of events
*/
API::MatrixWorkspace_sptr LoadEventPreNexus2::generateEventDistribtionWorkspace() {
// Generate workspace of 2 spectrum
size_t nspec = 2;
size_t sizex = event_indices.size();
size_t sizey = sizex;
MatrixWorkspace_sptr disws = std::dynamic_pointer_cast<MatrixWorkspace>(
WorkspaceFactory::Instance().create("Workspace2D", nspec, sizex, sizey));
g_log.debug() << "Event indexes size = " << event_indices.size() << ", "
<< "Number of pulses = " << pulsetimes.size() << "\n";
// Put x-values
for (size_t i = 0; i < 2; ++i) {
auto &dataX = disws->mutableX(i);
dataX[0] = 0;
for (size_t j = 0; j < sizex; ++j) {
int64_t time = pulsetimes[j].totalNanoseconds() - pulsetimes[0].totalNanoseconds();
dataX[j] = static_cast<double>(time) * 1.0E-9;
}
}
// Put y-values
auto &dataY0 = disws->mutableY(0);
auto &dataY1 = disws->mutableY(1);
dataY0[0] = 0;
dataY1[1] = static_cast<double>(event_indices[0]);
for (size_t i = 1; i < sizey; ++i) {
dataY0[i] = static_cast<double>(event_indices[i] - event_indices[i - 1]);
dataY1[i] = static_cast<double>(event_indices[i]);
}
return disws;
}
//----------------------------------------------------------------------------------------------
/** Process imbed logs (marked by bad pixel IDs)
*/
void LoadEventPreNexus2::processImbedLogs() {
for (const auto pid : this->wrongdetids) {
// a. pixel ID -> index
const auto mit = this->wrongdetidmap.find(pid);
size_t mindex = mit->second;
if (mindex > this->wrongdetid_pulsetimes.size()) {
g_log.error() << "Wrong Index " << mindex << " for Pixel " << pid << '\n';
throw std::invalid_argument("Wrong array index for pixel from map");
} else {
g_log.information() << "Processing imbed log marked by Pixel " << pid
<< " with size = " << this->wrongdetid_pulsetimes[mindex].size() << '\n';
}
std::stringstream ssname;
ssname << "Pixel" << pid;
std::string logname = ssname.str();
// d. Add this to log
this->addToWorkspaceLog(logname, mindex);
g_log.notice() << "Processed imbedded log " << logname << "\n";
} // ENDFOR pit
}
//----------------------------------------------------------------------------------------------
/** Add absolute time series to log. Use TOF as log value for this type of
* events
* @param logtitle :: name of the log
* @param mindex :: index of the log in pulse time ...
* - mindex: index of the the series in the list
*/
void LoadEventPreNexus2::addToWorkspaceLog(const std::string &logtitle, size_t mindex) {
// Create TimeSeriesProperty
auto property = new TimeSeriesProperty<double>(logtitle);
// Add entries
size_t nbins = this->wrongdetid_pulsetimes[mindex].size();
for (size_t k = 0; k < nbins; k++) {
double tof = this->wrongdetid_tofs[mindex][k];
DateAndTime pulsetime = wrongdetid_pulsetimes[mindex][k];
int64_t abstime_ns = pulsetime.totalNanoseconds() + static_cast<int64_t>(tof * 1000);
DateAndTime abstime(abstime_ns);
property->addValue(abstime, tof);
} // ENDFOR
// Add property to workspace
localWorkspace->mutableRun().addProperty(property, false);
g_log.information() << "Size of Property " << property->name() << " = " << property->size()
<< " vs Original Log Size = " << nbins << "\n";
}
//----------------------------------------------------------------------------------------------
/** Load the instrument geometry File
* @param eventfilename :: Used to pick the instrument.
* @param localWorkspace :: MatrixWorkspace in which to put the instrument
* geometry
*/
void LoadEventPreNexus2::runLoadInstrument(const std::string &eventfilename,
const MatrixWorkspace_sptr &localWorkspace) {
// start by getting just the filename
string instrument = Poco::Path(eventfilename).getFileName();
// initialize vector of endings and put live at the beginning
vector<string> eventExts(EVENT_EXTS, EVENT_EXTS + NUM_EXT);
std::reverse(eventExts.begin(), eventExts.end());
for (const auto &ending : eventExts) {
size_t pos = instrument.find(ending);
if (pos != string::npos) {
instrument = instrument.substr(0, pos);
break;
}
}
// determine the instrument parameter file
size_t pos = instrument.rfind('_'); // get rid of the run number
instrument = instrument.substr(0, pos);
// do the actual work
auto loadInst = createChildAlgorithm("LoadInstrument");
// Now execute the Child Algorithm. Catch and log any error, but don't stop.
loadInst->setPropertyValue("InstrumentName", instrument);
loadInst->setProperty<MatrixWorkspace_sptr>("Workspace", localWorkspace);
loadInst->setProperty("RewriteSpectraMap", Mantid::Kernel::OptionalBool(false));
loadInst->executeAsChildAlg();
// Populate the instrument parameters in this workspace - this works around
// a
// bug
localWorkspace->populateInstrumentParameters();
}
//----------------------------------------------------------------------------------------------
/** Turn a pixel id into a "corrected" pixelid and period.
*
*/
inline void LoadEventPreNexus2::fixPixelId(PixelType &pixel, uint32_t &period) const {
if (!this->using_mapping_file) { // nothing to do here
period = 0;
return;
}
PixelType unmapped_pid = pixel % this->numpixel;
period = (pixel - unmapped_pid) / this->numpixel;
pixel = this->pixelmap[unmapped_pid];
}
//----------------------------------------------------------------------------------------------
/** Process the event file properly in parallel
* @param workspace :: EventWorkspace to write to.
*/
void LoadEventPreNexus2::procEvents(DataObjects::EventWorkspace_sptr &workspace) {
//-------------------------------------------------------------------------
// Initialize statistic counters
//-------------------------------------------------------------------------
this->num_error_events = 0;
this->num_good_events = 0;
this->num_ignored_events = 0;
this->num_bad_events = 0;
this->num_wrongdetid_events = 0;
shortest_tof = static_cast<double>(MAX_TOF_UINT32) * TOF_CONVERSION;
longest_tof = 0.;
// Set up loading parameters
size_t loadBlockSize = Mantid::Kernel::DEFAULT_BLOCK_SIZE * 2;
size_t numBlocks = (max_events + loadBlockSize - 1) / loadBlockSize;
// We want to pad out empty pixels.
const auto &detectorInfo = workspace->detectorInfo();
const auto &detIDs = detectorInfo.detectorIDs();
// Determine processing mode
std::string procMode = getProperty("UseParallelProcessing");
if (procMode == "Serial")
parallelProcessing = false;
else if (procMode == "Parallel")
parallelProcessing = true;
else {
// Automatic determination. Loading serially (for me) is about 3 million
// events per second,
// (which is sped up by ~ x 3 with parallel processing, say 10 million per
// second, e.g. 7 million events more per seconds).
// compared to a setup time/merging time of about 10 seconds per million
// detectors.
double setUpTime = double(detectorInfo.size()) * 10e-6;
parallelProcessing = ((double(max_events) / 7e6) > setUpTime);
g_log.debug() << (parallelProcessing ? "Using" : "Not using") << " parallel processing.\n";
}
// determine maximum pixel id
const auto it = std::max_element(detIDs.cbegin(), detIDs.cend());
detid_max = it == detIDs.cend() ? 0 : *it;
// For slight speed up
loadOnlySomeSpectra = (!this->spectra_list.empty());
// Turn the spectra list into a map, for speed of access
for (auto &spectrum : spectra_list)
spectraLoadMap[spectrum] = true;
// Pad all the pixels
prog->report("Padding Pixels");
this->pixel_to_wkspindex.reserve(detid_max + 1); // starting at zero up to and including detid_max
// Set to zero
this->pixel_to_wkspindex.assign(detid_max + 1, 0);
size_t workspaceIndex = 0;
specnum_t spectrumNumber = 1;
for (size_t i = 0; i < detectorInfo.size(); ++i) {
if (!detectorInfo.isMonitor(i)) {
if (!loadOnlySomeSpectra || (spectraLoadMap.find(detIDs[i]) != spectraLoadMap.end())) {
this->pixel_to_wkspindex[detIDs[i]] = workspaceIndex;
EventList &spec = workspace->getSpectrum(workspaceIndex);
spec.setDetectorID(detIDs[i]);
spec.setSpectrumNo(spectrumNumber);
++workspaceIndex;
} else {
this->pixel_to_wkspindex[detIDs[i]] = -1;
}
++spectrumNumber;
}
}
CPUTimer tim;
//-------------------------------------------------------------------------
// Create the partial workspaces
//-------------------------------------------------------------------------
// Vector of partial workspaces, for parallel processing.
std::vector<EventWorkspace_sptr> partWorkspaces;
std::vector<DasEvent *> buffers;
/// Pointer to the vector of events
using EventVector_pt = std::vector<TofEvent> *;
/// Bare array of arrays of pointers to the EventVectors
EventVector_pt **eventVectors;
/// How many threads will we use?
size_t numThreads = 1;
if (parallelProcessing)
numThreads = size_t(PARALLEL_GET_MAX_THREADS);
partWorkspaces.resize(numThreads);
buffers.resize(numThreads);
eventVectors = new EventVector_pt *[numThreads];
PRAGMA_OMP( parallel for if (parallelProcessing) )
for (int i = 0; i < int(numThreads); i++) {
// This is the partial workspace we are about to create (if in parallel)
EventWorkspace_sptr partWS;
if (parallelProcessing) {
prog->report("Creating Partial Workspace");
// Create a partial workspace, copy all the spectra numbers and stuff
// (no actual events to copy though).
partWS = workspace->clone();
// Push it in the array
partWorkspaces[i] = partWS;
} else
partWS = workspace;
// Allocate the buffers
buffers[i] = new DasEvent[loadBlockSize];
// For each partial workspace, make an array where index = detector ID and
// value = pointer to the events vector
eventVectors[i] = new EventVector_pt[detid_max + 1];
EventVector_pt *theseEventVectors = eventVectors[i];
for (detid_t j = 0; j < detid_max + 1; ++j) {
size_t wi = pixel_to_wkspindex[j];
// Save a POINTER to the vector<tofEvent>
if (wi != static_cast<size_t>(-1))
theseEventVectors[j] = &partWS->getSpectrum(wi).getEvents();
else
theseEventVectors[j] = nullptr;
}
}
g_log.information() << tim << " to create " << partWorkspaces.size()
<< " workspaces (same as number of threads) for parallel loading " << numBlocks << " blocks. "
<< "\n";
prog->resetNumSteps(numBlocks, 0.1, 0.8);
//-------------------------------------------------------------------------
// LOAD THE DATA
//-------------------------------------------------------------------------
PRAGMA_OMP( parallel for schedule(dynamic, 1) if (parallelProcessing) )
for (int blockNum = 0; blockNum < int(numBlocks); blockNum++) {
PARALLEL_START_INTERRUPT_REGION
// Find the workspace for this particular thread
EventWorkspace_sptr ws;
size_t threadNum = 0;
if (parallelProcessing) {
threadNum = PARALLEL_THREAD_NUMBER;
ws = partWorkspaces[threadNum];
} else
ws = workspace;
// Get the buffer (for this thread)
DasEvent *event_buffer = buffers[threadNum];
// Get the speeding-up array of vector<tofEvent> where index = detid.
EventVector_pt *theseEventVectors = eventVectors[threadNum];
// Where to start in the file?
size_t fileOffset = first_event + (loadBlockSize * blockNum);
// May need to reduce size of last (or only) block
size_t current_event_buffer_size =
(blockNum == int(numBlocks - 1)) ? (max_events - (numBlocks - 1) * loadBlockSize) : loadBlockSize;
// Load this chunk of event data (critical block)
PARALLEL_CRITICAL(LoadEventPreNexus2_fileAccess) {
current_event_buffer_size = eventfile->loadBlockAt(event_buffer, fileOffset, current_event_buffer_size);
}
// This processes the events. Can be done in parallel!
bool dbprint = m_dbOutput && (blockNum == m_dbOpBlockNumber);
procEventsLinear(ws, theseEventVectors, event_buffer, current_event_buffer_size, fileOffset, dbprint);
// Report progress
prog->report("Load Event PreNeXus");
PARALLEL_END_INTERRUPT_REGION
}
PARALLEL_CHECK_INTERRUPT_REGION
g_log.debug() << tim << " to load the data.\n";
//-------------------------------------------------------------------------
// MERGE WORKSPACES BACK TOGETHER
//-------------------------------------------------------------------------
if (parallelProcessing) {
PARALLEL_START_INTERRUPT_REGION
prog->resetNumSteps(workspace->getNumberHistograms(), 0.8, 0.95);
// Merge all workspaces, index by index.
PARALLEL_FOR_NO_WSP_CHECK()
for (int iwi = 0; iwi < int(workspace->getNumberHistograms()); iwi++) {
auto wi = size_t(iwi);
// The output event list.
EventList &el = workspace->getSpectrum(wi);
el.clear(false);
// How many events will it have?
size_t numEvents = 0;
for (size_t i = 0; i < numThreads; i++)
numEvents += partWorkspaces[i]->getSpectrum(wi).getNumberEvents();
// This will avoid too much copying.
el.reserve(numEvents);
// Now merge the event lists
for (size_t i = 0; i < numThreads; i++) {
EventList &partEl = partWorkspaces[i]->getSpectrum(wi);
el += partEl.getEvents();
// Free up memory as you go along.
partEl.clear(false);
}
prog->report("Merging Workspaces");
}
g_log.debug() << tim << " to merge workspaces together.\n";
PARALLEL_END_INTERRUPT_REGION
}
PARALLEL_CHECK_INTERRUPT_REGION
//-------------------------------------------------------------------------
// Clean memory
//-------------------------------------------------------------------------
// Delete the buffers for each thread.
for (size_t i = 0; i < numThreads; i++) {
delete[] buffers[i];
delete[] eventVectors[i];
}
delete[] eventVectors;
// delete [] pulsetimes;
prog->resetNumSteps(3, 0.94, 1.00);
//-------------------------------------------------------------------------
// Finalize loading
//-------------------------------------------------------------------------
prog->report("Setting proton charge");
this->setProtonCharge(workspace);
g_log.debug() << tim << " to set the proton charge log."
<< "\n";
// Make sure the MRU is cleared
workspace->clearMRU();
// Now, create a default X-vector for histogramming, with just 2 bins.
auto axis = HistogramData::BinEdges{shortest_tof - 1, longest_tof + 1};
workspace->setAllX(axis);
this->pixel_to_wkspindex.clear();
/* Disabled! Final process on wrong detector id events
for (size_t vi = 0; vi < this->wrongdetid_abstimes.size(); vi ++){
std::sort(this->wrongdetid_abstimes[vi].begin(),
this->wrongdetid_abstimes[vi].end());
}
*/
//-------------------------------------------------------------------------
// Final message output
//-------------------------------------------------------------------------
g_log.notice() << "Read " << this->num_good_events << " events + " << this->num_error_events << " errors"
<< ". Shortest TOF: " << shortest_tof << " microsec; longest TOF: " << longest_tof << " microsec."
<< "\n"
<< "Bad Events = " << this->num_bad_events
<< " Events of Wrong Detector = " << this->num_wrongdetid_events << ", "
<< "Number of Wrong Detector IDs = " << this->wrongdetids.size() << "\n";
for (auto wit = this->wrongdetids.begin(); wit != this->wrongdetids.end(); ++wit) {
g_log.notice() << "Wrong Detector ID : " << *wit << '\n';
}
for (auto git = this->wrongdetidmap.begin(); git != this->wrongdetidmap.end(); ++git) {
PixelType tmpid = git->first;
size_t vindex = git->second;
g_log.notice() << "Pixel " << tmpid
<< ": Total number of events = " << this->wrongdetid_pulsetimes[vindex].size() << '\n';
}
} // End of procEvents
//----------------------------------------------------------------------------------------------
/** Linear-version of the procedure to process the event file properly.
* @param workspace :: EventWorkspace to write to.
* @param arrayOfVectors :: For speed up: this is an array, of size
* detid_max+1, where the
* index is a pixel ID, and the value is a pointer to the
* vector<tofEvent> in the given EventList.
* @param event_buffer :: The buffer containing the DAS events
* @param current_event_buffer_size :: The length of the given DAS buffer
* @param fileOffset :: Value for an offset into the binary file
* @param dbprint :: flag to print out events information
*/
void LoadEventPreNexus2::procEventsLinear(DataObjects::EventWorkspace_sptr & /*workspace*/,
std::vector<TofEvent> **arrayOfVectors, DasEvent *event_buffer,
size_t current_event_buffer_size, size_t fileOffset, bool dbprint) {
// Starting pulse time
DateAndTime pulsetime;
int64_t pulse_i = 0;
auto numPulses = static_cast<int64_t>(num_pulses);
if (event_indices.size() < num_pulses) {
g_log.warning() << "Event_indices vector is smaller than the pulsetimes array.\n";
numPulses = static_cast<int64_t>(event_indices.size());
}
// Local stastic parameters
size_t local_num_error_events = 0;
size_t local_num_bad_events = 0;
size_t local_num_wrongdetid_events = 0;
size_t local_num_ignored_events = 0;
size_t local_num_good_events = 0;
double local_shortest_tof = static_cast<double>(MAX_TOF_UINT32) * TOF_CONVERSION;
double local_longest_tof = 0.;
// Storages
std::map<PixelType, size_t> local_pidindexmap;
std::vector<std::vector<Types::Core::DateAndTime>> local_pulsetimes;
std::vector<std::vector<double>> local_tofs;
std::set<PixelType> local_wrongdetids;
// process the individual events
std::stringstream dbss;
// size_t numwrongpid = 0;
for (size_t i = 0; i < current_event_buffer_size; i++) {
DasEvent &temp = *(event_buffer + i);
PixelType pid = temp.pid;
bool iswrongdetid = false;
if (dbprint && i < m_dbOpNumEvents)
dbss << i << " \t" << temp.tof << " \t" << temp.pid << "\n";
// Filter out bad event
if ((pid & ERROR_PID) == ERROR_PID) {
local_num_error_events++;
local_num_bad_events++;
continue;
}
// Covert the pixel ID from DAS pixel to our pixel ID
// downstream monitor pixel for SNAP
if (pid == 1073741843)
pid = 1179648;
else if (this->using_mapping_file) {
PixelType unmapped_pid = pid % this->numpixel;
pid = this->pixelmap[unmapped_pid];
}
// Wrong pixel IDs
if (pid > static_cast<PixelType>(detid_max)) {
iswrongdetid = true;
local_num_error_events++;
local_num_wrongdetid_events++;
local_wrongdetids.insert(pid);
}
// Now check if this pid we want to load.
if (loadOnlySomeSpectra && !iswrongdetid) {
std::map<int64_t, bool>::iterator it;
it = spectraLoadMap.find(pid);
if (it == spectraLoadMap.end()) {
// Pixel ID was not found, so the event is being ignored.
local_num_ignored_events++;
continue;
}
}
// Upon this point, only 'good' events are left to work on
// Pulse: Find the pulse time for this event index
if (pulse_i < numPulses - 1) {
// This is the total offset into the file
size_t total_i = i + fileOffset;
// Go through event_index until you find where the index increases to
// encompass the current index.
// Your pulse = the one before.
while (!((total_i >= event_indices[pulse_i]) && (total_i < event_indices[pulse_i + 1]))) {
pulse_i++;
if (pulse_i >= (numPulses - 1))
break;
}
// Save the pulse time at this index for creating those events