Analysis.cc
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Analysis.cc
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	// -- C++ --
	#include "Rivet/Config/RivetCommon.hh"
	#include "Rivet/Analysis.hh"
	#include "Rivet/AnalysisHandler.hh"
	#include "Rivet/AnalysisInfo.hh"
	#include "Rivet/Tools/BeamConstraint.hh"

	namespace Rivet {


	Analysis::Analysis(const string& name)
	: _crossSection(-1.0),
	_gotCrossSection(false),
	_analysishandler(NULL)
	{
	ProjectionApplier::_allowProjReg = false;
	_defaultname = name;

	unique_ptr<AnalysisInfo> ai = AnalysisInfo::make(name);
	assert(ai);
	_info = move(ai);
	assert(_info);
	}

	double Analysis::sqrtS() const {
	return handler().sqrtS();
	}

	const ParticlePair& Analysis::beams() const {
	return handler().beams();
	}

	const PdgIdPair Analysis::beamIds() const {
	return handler().beamIds();
	}


	const string Analysis::histoDir() const {
	/// @todo Cache in a member variable
	string _histoDir;
	if (_histoDir.empty()) {
	_histoDir = "/" + name();
	if (handler().runName().length() > 0) {
	_histoDir = "/" + handler().runName() + _histoDir;
	}
	replace_all(_histoDir, "//", "/"); //< iterates until none
	}
	return _histoDir;
	}


	const string Analysis::histoPath(const string& hname) const {
	const string path = histoDir() + "/" + hname;
	return path;
	}


	const string Analysis::histoPath(unsigned int datasetId, unsigned int xAxisId, unsigned int yAxisId) const {
	return histoDir() + "/" + makeAxisCode(datasetId, xAxisId, yAxisId);
	}


	const string Analysis::makeAxisCode(unsigned int datasetId, unsigned int xAxisId, unsigned int yAxisId) const {
	stringstream axisCode;
	axisCode << "d";
	if (datasetId < 10) axisCode << 0;
	axisCode << datasetId;
	axisCode << "-x";
	if (xAxisId < 10) axisCode << 0;
	axisCode << xAxisId;
	axisCode << "-y";
	if (yAxisId < 10) axisCode << 0;
	axisCode << yAxisId;
	return axisCode.str();
	}


	Log& Analysis::getLog() const {
	string logname = "Rivet.Analysis." + name();
	return Log::getLog(logname);
	}


	size_t Analysis::numEvents() const {
	return handler().numEvents();
	}


	double Analysis::sumOfWeights() const {
	return handler().sumOfWeights();
	}


	///////////////////////////////////////////


	bool Analysis::isCompatible(const ParticlePair& beams) const {
	return isCompatible(beams.first.pid(), beams.second.pid(),
	beams.first.energy(), beams.second.energy());
	}


	bool Analysis::isCompatible(PdgId beam1, PdgId beam2, double e1, double e2) const {
	PdgIdPair beams(beam1, beam2);
	pair<double,double> energies(e1, e2);
	return isCompatible(beams, energies);
	}


	bool Analysis::isCompatible(const PdgIdPair& beams, const pair<double,double>& energies) const {
	// First check the beam IDs
	bool beamIdsOk = false;
	foreach (const PdgIdPair& bp, requiredBeams()) {
	if (compatible(beams, bp)) {
	beamIdsOk = true;
	break;
	}
	}
	if (!beamIdsOk) return false;

	// Next check that the energies are compatible (within 1% or 1 GeV, whichever is larger, for a bit of UI forgiveness)

	/// @todo Use some sort of standard ordering to improve comparisons, esp. when the two beams are different particles
	bool beamEnergiesOk = requiredEnergies().size() > 0 ? false : true;
	typedef pair<double,double> DoublePair;
	foreach (const DoublePair& ep, requiredEnergies()) {
	if ((fuzzyEquals(ep.first, energies.first, 0.01) && fuzzyEquals(ep.second, energies.second, 0.01)) \|\|
	(fuzzyEquals(ep.first, energies.second, 0.01) && fuzzyEquals(ep.second, energies.first, 0.01)) \|\|
	(abs(ep.first - energies.first) < 1GeV && abs(ep.second - energies.second) < 1GeV) \|\|
	(abs(ep.first - energies.second) < 1GeV && abs(ep.second - energies.first) < 1GeV)) {
	beamEnergiesOk = true;
	break;
	}
	}
	return beamEnergiesOk;

	/// @todo Need to also check internal consistency of the analysis'
	/// beam requirements with those of the projections it uses.
	}


	///////////////////////////////////////////


	Analysis& Analysis::setCrossSection(double xs) {
	_crossSection = xs;
	_gotCrossSection = true;
	return *this;
	}

	double Analysis::crossSection() const {
	if (!_gotCrossSection \|\| std::isnan(_crossSection)) {
	string errMsg = "You did not set the cross section for the analysis " + name();
	throw Error(errMsg);
	}
	return _crossSection;
	}

	double Analysis::crossSectionPerEvent() const {
	return _crossSection/sumOfWeights();
	}



	////////////////////////////////////////////////////////////
	// Histogramming


	void Analysis::_cacheRefData() const {
	if (_refdata.empty()) {
	MSG_TRACE("Getting refdata cache for paper " << name());
	_refdata = getRefData(name());
	}
	}


	const Scatter2D& Analysis::refData(const string& hname) const {
	_cacheRefData();
	MSG_TRACE("Using histo bin edges for " << name() << ":" << hname);
	if (!_refdata[hname]) {
	MSG_ERROR("Can't find reference histogram " << hname);
	throw Exception("Reference data " + hname + " not found.");
	}
	return dynamic_cast<Scatter2D&>(*_refdata[hname]);
	}


	const Scatter2D& Analysis::refData(unsigned int datasetId, unsigned int xAxisId, unsigned int yAxisId) const {
	const string hname = makeAxisCode(datasetId, xAxisId, yAxisId);
	return refData(hname);
	}


	void Analysis::book(CounterPtr & ctr,
	const string& cname,
	const string& title) {
	const string path = histoPath(cname);
	ctr = CounterPtr(handler().numWeights(), Counter(path, title));
	addAnalysisObject(ctr);
	MSG_TRACE("Made counter " << cname << " for " << name());
	}


	void Analysis::book(CounterPtr & ctr, unsigned int datasetId, unsigned int xAxisId, unsigned int yAxisId,
	const string& title) {
	// const string& xtitle,
	// const string& ytitle) {
	const string axisCode = makeAxisCode(datasetId, xAxisId, yAxisId);
	book(ctr, axisCode, title);
	}


	void Analysis::book(Histo1DPtr & histo, const string& hname,
	size_t nbins, double lower, double upper,
	const string& title,
	const string& xtitle,
	const string& ytitle) {
	const string path = histoPath(hname);

	Histo1D hist = Histo1D(nbins, lower, upper, path, title);

	hist.setAnnotation("XLabel", xtitle);
	hist.setAnnotation("YLabel", ytitle);

	histo = Histo1DPtr(handler().numWeights(), hist);

	addAnalysisObject(histo);
	MSG_TRACE("Made histogram " << hname << " for " << name());
	}

	void Analysis::book(Histo1DPtr & histo, const string& hname,
	const vector<double>& binedges,
	const string& title,
	const string& xtitle,
	const string& ytitle) {
	const string path = histoPath(hname);

	Histo1D hist = Histo1D(binedges, path, title);

	hist.setAnnotation("XLabel", xtitle);
	hist.setAnnotation("YLabel", ytitle);


	histo = Histo1DPtr(handler().numWeights(), hist);
	addAnalysisObject(histo);

	MSG_TRACE("Made histogram " << hname << " for " << name());
	}


	void Analysis::book(Histo1DPtr & histo, const string& hname,
	const Scatter2D& refscatter,
	const string& title,
	const string& xtitle,
	const string& ytitle) {
	const string path = histoPath(hname);
	Histo1D hist = Histo1D(refscatter, path);

	hist.setTitle(title);
	hist.setAnnotation("XLabel", xtitle);
	hist.setAnnotation("YLabel", ytitle);

	histo = Histo1DPtr(handler().numWeights(), hist);
	addAnalysisObject(histo);

	MSG_TRACE("Made histogram " << hname << " for " << name());
	}

	void Analysis::book(Histo1DPtr & histo, const string& hname,
	const string& title,
	const string& xtitle,
	const string& ytitle) {
	const Scatter2D& refdata = refData(hname);
	book(histo, hname, refdata, title, xtitle, ytitle);
	}


	void Analysis::book(Histo1DPtr & histo, unsigned int datasetId, unsigned int xAxisId, unsigned int yAxisId,
	const string& title,
	const string& xtitle,
	const string& ytitle) {
	const string axisCode = makeAxisCode(datasetId, xAxisId, yAxisId);
	book(histo, axisCode, title, xtitle, ytitle);
	}


	/// @todo Add booking methods which take a path, titles and a reference Scatter from which to book


	/////////////////


	void Analysis::book(Histo2DPtr & h2d,const string& hname,
	size_t nxbins, double xlower, double xupper,
	size_t nybins, double ylower, double yupper,
	const string& title,
	const string& xtitle,
	const string& ytitle,
	const string& ztitle)
	{
	const string path = histoPath(hname);

	Histo2D hist(nxbins, xlower, xupper, nybins, ylower, yupper, path, title);
	hist.setAnnotation("XLabel", xtitle);
	hist.setAnnotation("YLabel", ytitle);
	hist.setAnnotation("ZLabel", ztitle);

	h2d = Histo2DPtr(handler().numWeights(), hist);
	addAnalysisObject(h2d);

	MSG_TRACE("Made 2D histogram " << hname << " for " << name());
	}


	void Analysis::book(Histo2DPtr & h2d,const string& hname,
	const vector<double>& xbinedges,
	const vector<double>& ybinedges,
	const string& title,
	const string& xtitle,
	const string& ytitle,
	const string& ztitle)
	{
	const string path = histoPath(hname);

	Histo2D hist(xbinedges, ybinedges, path, title);
	hist.setAnnotation("XLabel", xtitle);
	hist.setAnnotation("YLabel", ytitle);
	hist.setAnnotation("ZLabel", ztitle);

	h2d = Histo2DPtr(handler().numWeights(), hist);
	addAnalysisObject(h2d);

	MSG_TRACE("Made 2D histogram " << hname << " for " << name());
	}


	void Analysis::book(Profile1DPtr & p1d,const string& hname,
	size_t nbins, double lower, double upper,
	const string& title,
	const string& xtitle,
	const string& ytitle) {
	const string path = histoPath(hname);

	Profile1D prof(nbins, lower, upper, path, title);
	prof.setAnnotation("XLabel", xtitle);
	prof.setAnnotation("YLabel", ytitle);

	p1d = Profile1DPtr(handler().numWeights(), prof);
	addAnalysisObject(p1d);

	MSG_TRACE("Made profile histogram " << hname << " for " << name());
	}


	void Analysis::book(Profile1DPtr & p1d,const string& hname,
	const vector<double>& binedges,
	const string& title,
	const string& xtitle,
	const string& ytitle) {
	const string path = histoPath(hname);
	Profile1D prof(binedges, path, title);
	prof.setAnnotation("XLabel", xtitle);
	prof.setAnnotation("YLabel", ytitle);

	p1d = Profile1DPtr(handler().numWeights(), prof);
	addAnalysisObject(p1d);

	MSG_TRACE("Made profile histogram " << hname << " for " << name());
	}


	void Analysis::book(Profile1DPtr & p1d,const string& hname,
	const Scatter2D& refscatter,
	const string& title,
	const string& xtitle,
	const string& ytitle) {
	const string path = histoPath(hname);
	Profile1D prof(refscatter, path);
	prof.setTitle(title);
	prof.setAnnotation("XLabel", xtitle);
	prof.setAnnotation("YLabel", ytitle);

	p1d = Profile1DPtr(handler().numWeights(), prof);
	addAnalysisObject(p1d);

	MSG_TRACE("Made profile histogram " << hname << " for " << name());
	}


	void Analysis::book(Profile1DPtr & p1d,const string& hname,
	const string& title,
	const string& xtitle,
	const string& ytitle) {
	const Scatter2D& refdata = refData(hname);
	book(p1d, hname, refdata, title, xtitle, ytitle);
	}


	void Analysis::book(Profile1DPtr & p1d,unsigned int datasetId, unsigned int xAxisId, unsigned int yAxisId,
	const string& title,
	const string& xtitle,
	const string& ytitle) {
	const string axisCode = makeAxisCode(datasetId, xAxisId, yAxisId);
	book(p1d, axisCode, title, xtitle, ytitle);
	}


	void Analysis::book(Profile2DPtr & p2d, const string& hname,
	size_t nxbins, double xlower, double xupper,
	size_t nybins, double ylower, double yupper,
	const string& title,
	const string& xtitle,
	const string& ytitle,
	const string& ztitle)
	{
	const string path = histoPath(hname);
	Profile2D prof(nxbins, xlower, xupper, nybins, ylower, yupper, path, title);
	prof.setAnnotation("XLabel", xtitle);
	prof.setAnnotation("YLabel", ytitle);
	prof.setAnnotation("ZLabel", ztitle);

	p2d = Profile2DPtr(handler().numWeights(), prof);
	addAnalysisObject(p2d);

	MSG_TRACE("Made 2D profile histogram " << hname << " for " << name());
	}


	void Analysis::book(Profile2DPtr & p2d, const string& hname,
	const vector<double>& xbinedges,
	const vector<double>& ybinedges,
	const string& title,
	const string& xtitle,
	const string& ytitle,
	const string& ztitle)
	{
	const string path = histoPath(hname);
	Profile2D prof(xbinedges, ybinedges, path, title);
	prof.setAnnotation("XLabel", xtitle);
	prof.setAnnotation("YLabel", ytitle);
	prof.setAnnotation("ZLabel", ztitle);

	p2d = Profile2DPtr(handler().numWeights(), prof);
	addAnalysisObject(p2d);

	MSG_TRACE("Made 2D profile histogram " << hname << " for " << name());
	}


	void Analysis::book(Scatter2DPtr & s2d, unsigned int datasetId, unsigned int xAxisId, unsigned int yAxisId,
	bool copy_pts,
	const string& title,
	const string& xtitle,
	const string& ytitle) {
	const string axisCode = makeAxisCode(datasetId, xAxisId, yAxisId);
	book(s2d, axisCode, copy_pts, title, xtitle, ytitle);
	}


	void Analysis::book(Scatter2DPtr & s2d, const string& hname,
	bool copy_pts,
	const string& title,
	const string& xtitle,
	const string& ytitle) {
	Scatter2D scat;
	const string path = histoPath(hname);
	if (copy_pts) {
	const Scatter2D& refdata = refData(hname);
	scat = Scatter2D(refdata, path);
	foreach (Point2D& p, scat.points()) p.setY(0, 0);
	} else {
	scat = Scatter2D(path);
	}

	scat.setTitle(title);
	scat.setAnnotation("XLabel", xtitle);
	scat.setAnnotation("YLabel", ytitle);

	s2d = Scatter2DPtr(handler().numWeights(), scat);
	addAnalysisObject(s2d);

	MSG_TRACE("Made scatter " << hname << " for " << name());
	}


	void Analysis::book(Scatter2DPtr & s2d, const string& hname,
	size_t npts, double lower, double upper,
	const string& title,
	const string& xtitle,
	const string& ytitle) {
	const string path = histoPath(hname);
	Scatter2D scat;
	const double binwidth = (upper-lower)/npts;
	for (size_t pt = 0; pt < npts; ++pt) {
	const double bincentre = lower + (pt + 0.5) * binwidth;
	scat.addPoint(bincentre, 0, binwidth/2.0, 0);
	}
	scat.setTitle(title);
	scat.setAnnotation("XLabel", xtitle);
	scat.setAnnotation("YLabel", ytitle);

	s2d = Scatter2DPtr(handler().numWeights(), scat);
	addAnalysisObject(s2d);

	MSG_TRACE("Made scatter " << hname << " for " << name());
	}


	void Analysis::book(Scatter2DPtr & s2d, const string& hname,
	const vector<double>& binedges,
	const string& title,
	const string& xtitle,
	const string& ytitle) {
	const string path = histoPath(hname);
	Scatter2D scat;
	for (size_t pt = 0; pt < binedges.size()-1; ++pt) {
	const double bincentre = (binedges[pt] + binedges[pt+1]) / 2.0;
	const double binwidth = binedges[pt+1] - binedges[pt];
	scat.addPoint(bincentre, 0, binwidth/2.0, 0);
	}

	scat.setTitle(title);
	scat.setAnnotation("XLabel", xtitle);
	scat.setAnnotation("YLabel", ytitle);

	s2d = Scatter2DPtr(handler().numWeights(), scat);
	addAnalysisObject(s2d);


	MSG_TRACE("Made scatter " << hname << " for " << name());
	}


	void Analysis::divide(CounterPtr c1, CounterPtr c2, Scatter1DPtr s) const {
	const string path = s->path();
	s = c1 / *c2;
	s->setPath(path);
	}

	void Analysis::divide(const Counter& c1, const Counter& c2, Scatter1DPtr s) const {
	const string path = s->path();
	*s = c1 / c2;
	s->setPath(path);
	}


	void Analysis::divide(Histo1DPtr h1, Histo1DPtr h2, Scatter2DPtr s) const {
	const string path = s->path();
	s = h1 / *h2;
	s->setPath(path);
	}

	void Analysis::divide(const Histo1D& h1, const Histo1D& h2, Scatter2DPtr s) const {
	const string path = s->path();
	*s = h1 / h2;
	s->setPath(path);
	}


	void Analysis::divide(Profile1DPtr p1, Profile1DPtr p2, Scatter2DPtr s) const {
	const string path = s->path();
	s = p1 / *p2;
	s->setPath(path);
	}

	void Analysis::divide(const Profile1D& p1, const Profile1D& p2, Scatter2DPtr s) const {
	const string path = s->path();
	*s = p1 / p2;
	s->setPath(path);
	}


	void Analysis::divide(Histo2DPtr h1, Histo2DPtr h2, Scatter3DPtr s) const {
	const string path = s->path();
	s = h1 / *h2;
	s->setPath(path);
	}

	void Analysis::divide(const Histo2D& h1, const Histo2D& h2, Scatter3DPtr s) const {
	const string path = s->path();
	*s = h1 / h2;
	s->setPath(path);
	}


	void Analysis::divide(Profile2DPtr p1, Profile2DPtr p2, Scatter3DPtr s) const {
	const string path = s->path();
	s = p1 / *p2;
	s->setPath(path);
	}

	void Analysis::divide(const Profile2D& p1, const Profile2D& p2, Scatter3DPtr s) const {
	const string path = s->path();
	*s = p1 / p2;
	s->setPath(path);
	}


	/// @todo Counter and Histo2D efficiencies and asymms


	void Analysis::efficiency(Histo1DPtr h1, Histo1DPtr h2, Scatter2DPtr s) const {
	const string path = s->path();
	s = YODA::efficiency(h1, *h2);
	s->setPath(path);
	}

	void Analysis::efficiency(const Histo1D& h1, const Histo1D& h2, Scatter2DPtr s) const {
	const string path = s->path();
	*s = YODA::efficiency(h1, h2);
	s->setPath(path);
	}


	void Analysis::asymm(Histo1DPtr h1, Histo1DPtr h2, Scatter2DPtr s) const {
	const string path = s->path();
	s = YODA::asymm(h1, *h2);
	s->setPath(path);
	}

	void Analysis::asymm(const Histo1D& h1, const Histo1D& h2, Scatter2DPtr s) const {
	const string path = s->path();
	*s = YODA::asymm(h1, h2);
	s->setPath(path);
	}


	void Analysis::scale(CounterPtr cnt, double factor) {
	if (!cnt) {
	MSG_WARNING("Failed to scale counter=NULL in analysis " << name() << " (scale=" << factor << ")");
	return;
	}
	if (std::isnan(factor) \|\| std::isinf(factor)) {
	MSG_WARNING("Failed to scale counter=" << cnt->path() << " in analysis: " << name() << " (invalid scale factor = " << factor << ")");
	factor = 0;
	}
	MSG_TRACE("Scaling counter " << cnt->path() << " by factor " << factor);
	try {
	cnt->scaleW(factor);
	} catch (YODA::Exception& we) {
	MSG_WARNING("Could not scale counter " << cnt->path());
	return;
	}
	}


	void Analysis::normalize(Histo1DPtr histo, double norm, bool includeoverflows) {
	if (!histo) {
	MSG_WARNING("Failed to normalize histo=NULL in analysis " << name() << " (norm=" << norm << ")");
	return;
	}
	MSG_TRACE("Normalizing histo " << histo->path() << " to " << norm);
	try {
	histo->normalize(norm, includeoverflows);
	} catch (YODA::Exception& we) {
	MSG_WARNING("Could not normalize histo " << histo->path());
	return;
	}
	}


	void Analysis::scale(Histo1DPtr histo, double factor) {
	if (!histo) {
	MSG_WARNING("Failed to scale histo=NULL in analysis " << name() << " (scale=" << factor << ")");
	return;
	}
	if (std::isnan(factor) \|\| std::isinf(factor)) {
	MSG_WARNING("Failed to scale histo=" << histo->path() << " in analysis: " << name() << " (invalid scale factor = " << factor << ")");
	factor = 0;
	}
	MSG_TRACE("Scaling histo " << histo->path() << " by factor " << factor);
	try {
	histo->scaleW(factor);
	} catch (YODA::Exception& we) {
	MSG_WARNING("Could not scale histo " << histo->path());
	return;
	}
	}


	void Analysis::normalize(Histo2DPtr histo, double norm, bool includeoverflows) {
	if (!histo) {
	MSG_ERROR("Failed to normalize histo=NULL in analysis " << name() << " (norm=" << norm << ")");
	return;
	}
	MSG_TRACE("Normalizing histo " << histo->path() << " to " << norm);
	try {
	histo->normalize(norm, includeoverflows);
	} catch (YODA::Exception& we) {
	MSG_WARNING("Could not normalize histo " << histo->path());
	return;
	}
	}


	void Analysis::scale(Histo2DPtr histo, double factor) {
	if (!histo) {
	MSG_ERROR("Failed to scale histo=NULL in analysis " << name() << " (scale=" << factor << ")");
	return;
	}
	if (std::isnan(factor) \|\| std::isinf(factor)) {
	MSG_ERROR("Failed to scale histo=" << histo->path() << " in analysis: " << name() << " (invalid scale factor = " << factor << ")");
	factor = 0;
	}
	MSG_TRACE("Scaling histo " << histo->path() << " by factor " << factor);
	try {
	histo->scaleW(factor);
	} catch (YODA::Exception& we) {
	MSG_WARNING("Could not scale histo " << histo->path());
	return;
	}
	}


	void Analysis::integrate(Histo1DPtr h, Scatter2DPtr s) const {
	// preserve the path info
	const string path = s->path();
	s = toIntegralHisto(h);
	s->setPath(path);
	}

	void Analysis::integrate(const Histo1D& h, Scatter2DPtr s) const {
	// preserve the path info
	const string path = s->path();
	*s = toIntegralHisto(h);
	s->setPath(path);
	}


	/// @todo 2D versions of integrate... defined how, exactly?!?


	//////////////////////////////////


	// @todo
	// special handling for scatters
	void Analysis::addAnalysisObject(const shared_ptr<Scatter1DPtr>& ao) {
	_scatters.push_back(ao);
	}
	void Analysis::addAnalysisObject(const shared_ptr<Scatter2DPtr>& ao) {
	_scatters.push_back(ao);
	}
	void Analysis::addAnalysisObject(const shared_ptr<Scatter3DPtr>& ao) {
	_scatters.push_back(ao);
	}

	void Analysis::addAnalysisObject(MultiweightAOPtr & ao) {
	_analysisobjects.push_back(ao);
	}

	void Analysis::removeAnalysisObject(const string& path) {
	for (auto it = _analysisobjects.begin();
	it != _analysisobjects.end(); ++it) {
	if ((*it).get()->path() == path) {
	_analysisobjects.erase(it);
	break;
	}
	}

	for (auto it = _scatters.begin(); it != _scatters.end(); ++it) {
	if ((**it)->path() == path) {
	_scatters.erase(it);
	break;
	}
	}
	}

	/// @todo can we really remove (multiweighted) analysis objects by == operator??
	void Analysis::removeAnalysisObject(const Scatter1DPtr& ao) {
	for (auto it = _scatters.begin(); it != _scatters.end(); ++it) {
	if (**it == ao) {
	_scatters.erase(it);
	break;
	}
	}
	}

	void Analysis::removeAnalysisObject(const Scatter2DPtr& ao) {
	for (auto it = _scatters.begin(); it != _scatters.end(); ++it) {
	if (**it == ao) {
	_scatters.erase(it);
	break;
	}
	}
	}

	void Analysis::removeAnalysisObject(const Scatter3DPtr& ao) {
	for (auto it = _scatters.begin(); it != _scatters.end(); ++it) {
	if (**it == ao) {
	_scatters.erase(it);
	break;
	}
	}
	}

	void Analysis::removeAnalysisObject(const MultiweightAOPtr& ao) {
	for (auto it = _analysisobjects.begin(); it != _analysisobjects.end(); ++it) {
	if ((*it).get() == ao) {
	_analysisobjects.erase(it);
	break;
	}
	}
	}

	}

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