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Comparing UserCode/cbrown/Development/Plotting/Modules/GeneralToolBox.C (file contents):
Revision 1.22 by fronga, Tue Nov 13 13:27:37 2012 UTC vs.
Revision 1.40 by buchmann, Fri Apr 12 13:34:35 2013 UTC

#	Line 40 | Line 40
40		#include <TRandom.h>
41		#include <TGraphErrors.h>
42		#include <TROOT.h>
43	+	#include <TPolyLine.h>
44	+
45		#ifndef Verbosity
46		#define Verbosity 0
47		#endif
#	Line 64 | Line 66 | namespace PlottingSetup {
66		bool is2012=true;
67		bool is53reco=true;
68		bool openBox = true;
69	+	vector<TH1F*> FakeHistoHeap;
70	+	bool DrawMetSignalRegionMllLines=false; // whether to draw the lines in mll plots for the MET signal region
71	+	float ConsideredZWidth=20;
72		}
73
74		bool dopng=false;
#	Line 90 | Line 95 | void write_error(string funcname, string
95		void write_info(string funcname, string text);
96		string get_directory();
97		bool Contains(string wholestring, string findme);
98	+	TH1F* CollapseStack(THStack stack,TString hname);
99		//-------------------------------------------------------------------------------------
100
101		template<typename U>
#	Line 257 | Line 263 | void ensure_directory_exists(string this
263		}
264		}
265
266	+	void DeleteStack(THStack mcstack) {
267	+	TH1F* h;
268	+	TIter nextHist(mcstack.GetHists());
269	+	while ( h = (TH1F*)nextHist() ) {
270	+	h->Delete();
271	+	}
272	+	delete h;
273	+	}
274	+
275	+
276		void DeadEnd(string message) {
277		dout << endl;
278		dout << "\033[1;31m     _                _                  _  " << endl;
#	Line 425 | Line 441 | void CompleteSave(TVirtualPad *can, stri
441
442
443		void setlumi(float l) {
444	<	generaltoolboxlumi=l;
444	>	generaltoolboxlumi=l;
445		}
446
447		int write_first_line(vector<vector<string> > &entries) {
#	Line 583 | Line 599 | void DrawPrelim(float writelumi=generalt
599		string prel=" Preliminary";
600		if(PlottingSetup::PaperMode) prel="";
601		//prelimtext << "CMS Preliminary 2011 , #sqrt{s}= 7 TeV, L= O(1) fb^{-1}"; //temporary replacement
602	<	if(PlottingSetup::is53reco) prel += " 53X";
602	>	//  if(PlottingSetup::is53reco) prel += " 53X";
603		string energy="7 TeV";
604		if(PlottingSetup::is2012) energy="8 TeV";
605		if(writelumi == 0) {
606		if(isMC) prelimtext << "CMS Simulation, #sqrt{s} = " << energy;
607		else prelimtext << "CMS" << prel << ", #sqrt{s} = " << energy;
608		} else {
609	<	if(isMC) prelimtext << "CMS Simulation, #sqrt{s} = " << energy << ", L_{int} = " << std::setprecision(3) <<writelumi<<" "<<barn<<"^{-1}";
610	<	else prelimtext << "CMS" << prel << ", #sqrt{s} = " << energy << ", L_{int} = " << std::setprecision(3) <<writelumi<<" "<<barn<<"^{-1}";
609	>	if(isMC) prelimtext << "CMS Simulation, #sqrt{s} = " << energy << ", #scale[0.6]{#int}L dt = " << std::setprecision(3) <<writelumi<<" "<<barn<<"^{-1}";
610	>	else prelimtext << "CMS" << prel << ", #sqrt{s} = " << energy << ", #scale[0.6]{#int}L dt = " << std::setprecision(3) <<writelumi<<" "<<barn<<"^{-1}";
611		}
612		TPaveText *eventSelectionPaveText = new TPaveText(0.27, 0.93,0.77, 1.0,"blNDC");
613		eventSelectionPaveText->SetFillStyle(4000);
#	Line 1222 | Line 1238 | bool Contains(string wholestring, string
1238		else return false;
1239		}
1240
1241	+
1242		//////////////////////////////////////////////////////////////////////////////
1243		//
1244		// http://stackoverflow.com/questions/669438/how-to-get-memory-usage-at-run-time-in-c
#	Line 1234 | Line 1251 | bool Contains(string wholestring, string
1251		/* usage:
1252		double vm2, rss2;
1253		process_mem_usage(vm2, rss2);
1254	<	cout << "Memory usage: VM: " << vm << "; RSS: " << rss << endl;
1254	>	cout << "Memory usage: VM: " << vm2 << "; RSS: " << rss2 << endl;
1255		*/
1256
1257		void process_mem_usage(double& vm_usage, double& resident_set)
#	Line 1293 | Line 1310 | TGraphAsymmErrors* produce_ratio_graph(T
1310		}
1311
1312
1313	+	TLatex* WriteSelection(int njets) {
1314	+	string sel="Loose selection";
1315	+	if(njets==3) sel="Low E_{T}^{miss} selection";
1316	+	assert(njets==2||njets==3);
1317	+	TLatex *sele = new TLatex(0.97,0.135,sel.c_str());
1318	+	sele->SetNDC(true);
1319	+	sele->SetTextColor(TColor::GetColor("#848484"));
1320	+	sele->SetTextFont(42);
1321	+	sele->SetTextAlign(32);
1322	+	sele->SetTextSize(0.03);
1323	+	sele->SetTextAngle(270);
1324	+	return sele;
1325	+	}
1326	+
1327		Double_t MarcosChi2TestX(const TH1* h1, const TH1* h2, Double_t &chi2, Int_t &ndf, Int_t &igood, Option_t *option)
1328		{
1329
#	Line 1315 | Line 1346 | Double_t MarcosChi2TestX(const TH1* h1,
1346		return prob;
1347		}
1348
1349	<	/*void save_with_difference(TH1F *obs, vector<TH1F*> predictions, vector<float> prediction_weights, vector<float> prediction_uncerts, TVirtualPad *canvas, string savemeas) {
1350	<	if(predictions.size()<1) {
1320	<	write_warning(__FUNCTION__,"Cannot make a pred-obs prediction plot because the prediction vector is empty. aborting!");
1321	<	return;
1322	<	}
1323	<	TH1F *comppred = predictions[0]->Clone("comppred");
1324	<	comppred->Scale(prediction_weights[0]);
1325	<	for(int i=1;i<predictions.size();i++) comppred->Add(predictions[i],prediction_weights[i]);
1326	<
1327	<	TH1F *statpred = (TH1F*)comppred->Clone("statpred");
1328	<	for(int i=1;i<=statpred->GetNbinsX();i++) statpred->SetBinContent(0);
1329	<
1330	<	TH1F *syspred = predictions[0];
1331	<	for(int i=1;i<=syspred->GetNbinsX();i++) syspred->SetBinContent(i,prediction_weights[0]*prediction_weights[0]*prediction_uncerts[0]*prediction_uncerts[0]*syspred->GetBinContent(i)*syspred->GetBinContent(i));
1332	<	for(int i=1;i<predictions.size();i++) {
1333	<	for(int ibin=1;ibin<=predictions[i]->GetNbinsX();ibin++) {
1334	<	float newentry=syspred->GetBinContent(ibin);
1335	<	newentry+=(predictions[i]->GetBinContent(ibin))*(predictions[i]->GetBinContent(ibin))*prediction_weights[i]*prediction_weights[i]*prediction_uncerts[i]*prediction_uncerts[i];
1336	<	syspred->SetBinContent(ibin,newentry);
1337	<	}
1338	<	}
1339	<	for(int ibin=1;ibin<=syspred->GetNbinsX();ibin++) {
1340	<	syspred->SetBinError(ibin,syspred->GetBinContent(i)+statpred->GetBinError());
1341	<	syspred->SetBinContent(ibin,0);
1342	<	}
1349	>	void Save_With_Ratio(TH1F *nominator, TH1F *denominator, TVirtualPad *orig_canvas, string savemeas, bool do_bpred_ratio=false, bool extendrange=false, string yaxistitle="ratio",TH1F *syshisto=NULL) {
1350	>	//this function saves the pad being passed as well as a new one including the ratio.
1351
1352	+	orig_canvas->cd();
1353	+	orig_canvas->Update();
1354	+	CompleteSave(orig_canvas,savemeas);
1355	+	TVirtualPad *canvas = (TVirtualPad*) orig_canvas->Clone("TempCanvas");//otherwise the Ratio_main_canvas will own our pad and destroy it upon deletion
1356
1345	–	}
1346	–	*/
1347	–	void save_with_ratio(TH1F *nominator, TH1F *denominator, TVirtualPad *canvas, string savemeas, bool do_bpred_ratio=false, bool extendrange=false, string yaxistitle="ratio",TH1F *syshisto=NULL) {
1348	–	//this function saves the pad being passed as well as a new one including the ratio.
1349	–	CompleteSave(canvas,savemeas);
1350	–
1357		float bottommargin=gStyle->GetPadBottomMargin();
1358		float canvas_height=gStyle->GetCanvasDefH();
1359		float canvas_width=gStyle->GetCanvasDefW();
#	Line 1358 | Line 1364 | void save_with_ratio(TH1F *nominator, TH
1364
1365		float xstretchfactor=((1-ratiospace)*(1-gStyle->GetPadTopMargin()))/((1)*ratiospace);
1366
1367	<	TCanvas *main_canvas = new TCanvas("main_canvas","main_canvas",(Int_t)canvas_width,(Int_t)(canvas_height*(1+ratiospace)));
1367	>	TCanvas *Ratio_main_canvas = new TCanvas("Ratio_main_canvas","Ratio_main_canvas",(Int_t)canvas_width,(Int_t)(canvas_height*(1+ratiospace)));
1368		TPad *mainpad = new TPad("mainpad","mainpad",0,1-(1.0/(1+ratiospace)),1,1);//top (main) pad
1369		TPad *coverpad = new TPad("coverpad","coverpad",gStyle->GetPadLeftMargin()-0.008,1-(1.0/(1+ratiospace))-0.04,1,1-(1.0/(1+ratiospace))+0.103);//pad covering up the x scale
1370		TPad *bottompad = new TPad("bottompad", "Ratio Pad",0,0,1,(1-(1-bottommargin)/(1+ratiospace))-0.015); //bottom pad
1371
1372	<	main_canvas->Range(0,0,1,1);
1373	<	main_canvas->SetBorderSize(0);
1374	<	main_canvas->SetFrameFillColor(0);
1369	<
1372	>	Ratio_main_canvas->Range(0,0,1,1);
1373	>	Ratio_main_canvas->SetBorderSize(0);
1374	>	Ratio_main_canvas->SetFrameFillColor(0);
1375		mainpad->Draw();
1376		mainpad->cd();
1377		mainpad->Range(0,0,1,1);
#	Line 1376 | Line 1381 | void save_with_ratio(TH1F *nominator, TH
1381		canvas->Range(0,0,1,1);
1382		canvas->Draw("same");
1383		mainpad->Modified();
1384	<	main_canvas->cd();
1384	>	Ratio_main_canvas->cd();
1385		coverpad->Draw();
1386		coverpad->cd();
1387		coverpad->Range(0,0,1,1);
#	Line 1384 | Line 1389 | void save_with_ratio(TH1F *nominator, TH
1389		coverpad->SetBorderSize(0);
1390		coverpad->SetFrameFillColor(0);
1391		coverpad->Modified();
1392	<	main_canvas->cd();
1392	>	Ratio_main_canvas->cd();
1393		bottompad->SetTopMargin(ratiotopmargin);
1394		bottompad->SetBottomMargin(ratiobottommargin);
1395		bottompad->Draw();
#	Line 1393 | Line 1398 | void save_with_ratio(TH1F *nominator, TH
1398		bottompad->SetFillColor(kWhite);
1399		TH1F *ratio = (TH1F*)nominator->Clone(GetNumericHistoName().c_str());
1400		ratio->Divide(denominator);
1396	–
1397	–
1401		TGraphAsymmErrors *eratio;
1402		TH1F *SystDown;
1403		TH1F *SystUp;
#	Line 1420 | Line 1423 | void save_with_ratio(TH1F *nominator, TH
1423		}
1424
1425		}
1423	–	eratio->SetFillColor(TColor::GetColor("#00ADE1"));
1426
1427	<
1427	>	if(syshisto && !do_bpred_ratio) {
1428	>	SystDown = (TH1F*)syshisto->Clone("SystDown");
1429	>	SystUp = (TH1F*)syshisto->Clone("SystUp");
1430	>	for(int i=1;i<=syshisto->GetNbinsX();i++) {
1431	>	SystDown->SetBinContent(i,1-syshisto->GetBinContent(i));
1432	>	SystUp->SetBinContent(i,1+syshisto->GetBinContent(i));
1433	>	}
1434	>	SystDown->SetLineColor(TColor::GetColor("#006DE1"));
1435	>	SystUp->SetLineColor(TColor::GetColor("#006DE1"));
1436	>	}
1437	>	eratio->SetFillColor(TColor::GetColor("#00ADE1"));
1438		ratio->SetTitle("");
1439		ratio->GetYaxis()->SetRangeUser(0.0,2.0);
1440		if(do_bpred_ratio) ratio->GetYaxis()->SetRangeUser(0.0,2.0);
#	Line 1441 | Line 1453 | void save_with_ratio(TH1F *nominator, TH
1453		ratio->SetFillColor(TColor::GetColor("#58D3F7"));
1454		ratio->SetMarkerSize(0);
1455		ratio->Draw("e2");
1456	+
1457	+	TGraphAsymmErrors *ratio_center = (TGraphAsymmErrors*)eratio->Clone("ratio_center");
1458	+	for(int i=0;i<ratio_center->GetN();i++) {
1459	+	ratio_center->SetPointError(i,ratio_center->GetErrorXlow(i),ratio_center->GetErrorXhigh(i),0.005,0.005);
1460	+	}
1461	+	ratio_center->SetFillColor(TColor::GetColor("#006381"));
1462	+
1463		if(syshisto!=0) {
1464		//    sysratio->Draw("2");
1465		//    eratio->Draw("2,same");
#	Line 1450 | Line 1469 | void save_with_ratio(TH1F *nominator, TH
1469		} else {
1470		eratio->Draw("2");
1471		}
1472	+	ratio_center->Draw("2");
1473		ratio->Draw("same,axis");
1474		TLine *oneline = new TLine(ratio->GetXaxis()->GetBinLowEdge(1),1,ratio->GetXaxis()->GetBinLowEdge(ratio->GetNbinsX())+ratio->GetXaxis()->GetBinWidth(ratio->GetNbinsX()),1);
1475		oneline->SetLineStyle(2);
1476		oneline->SetLineColor(kBlue);
1477		oneline->Draw("same");
1478	<
1479	<	main_canvas->cd();
1480	<	main_canvas->Modified();
1481	<	main_canvas->cd();
1482	<	main_canvas->SetSelected(main_canvas);
1478	>	if(PlottingSetup::DrawMetSignalRegionMllLines) {
1479	>	cout << "Drawing extra lines in ratio this time around ... " << endl;
1480	>	float RatioYMax=2.0;
1481	>	if(extendrange) RatioYMax=4.0;
1482	>
1483	>	TLine *SRline   = new TLine(70,0,70,RatioYMax);
1484	>	TLine *ZLowLine = new TLine(91.2-PlottingSetup::ConsideredZWidth,0,91.2-PlottingSetup::ConsideredZWidth,RatioYMax);
1485	>	TLine *ZHiLine  = new TLine(91.2+PlottingSetup::ConsideredZWidth,0,91.2+PlottingSetup::ConsideredZWidth,RatioYMax);
1486	>
1487	>	SRline->SetLineStyle(2);
1488	>	ZLowLine->SetLineStyle(2);
1489	>	ZHiLine->SetLineStyle(2);
1490	>	SRline->SetLineColor(kGray+2);
1491	>	ZLowLine->SetLineColor(kGray+2);
1492	>	ZHiLine->SetLineColor(kGray+2);
1493	>	SRline->Draw();
1494	>	ZLowLine->Draw();
1495	>	ZHiLine->Draw();
1496	>	}
1497	>
1498	>	Ratio_main_canvas->cd();
1499	>	Ratio_main_canvas->Modified();
1500	>	Ratio_main_canvas->cd();
1501	>	Ratio_main_canvas->SetSelected(Ratio_main_canvas);
1502
1503	<	CompleteSave(main_canvas,savemeas+"_withratio");
1503	>	CompleteSave(Ratio_main_canvas,savemeas+"_withratio");
1504		bottompad->cd();
1505
1506		Double_t chi2;
#	Line 1489 | Line 1528 | void save_with_ratio(TH1F *nominator, TH
1528		CompleteRatio->SetTextAlign(31);
1529		CompleteRatio->Draw();
1530
1531	<	CompleteSave(main_canvas,savemeas+"_withratio_and_Chi2");
1531	>	CompleteSave(Ratio_main_canvas,savemeas+"_withratio_and_Chi2");
1532
1533		//  float KS   = nominator->KolmogorovTest(denominator);
1534		//  stringstream KStext;
1535		//  Chi2text << "KS = " << KS << endl;
1536		//cout << "Found : " << KStext.str() << endl;
1537
1538	+	delete eratio;
1539	+	delete ratio_center;
1540	+	delete ratio;
1541	+	delete Ratio_main_canvas;
1542	+	}
1543
1544	<	delete main_canvas;
1544	>	void Save_With_Ratio_And_Line(TH1F *nominator, TH1F *denominator, TVirtualPad *orig_canvas, string savemeas, bool do_bpred_ratio=false, bool extendrange=false, string yaxistitle="ratio",TH1F *syshisto=NULL) {
1545	>	PlottingSetup::ConsideredZWidth=10.0;
1546	>	PlottingSetup::DrawMetSignalRegionMllLines=true;
1547	>	Save_With_Ratio(nominator, denominator, orig_canvas, savemeas, do_bpred_ratio, extendrange, yaxistitle,syshisto);
1548	>	PlottingSetup::DrawMetSignalRegionMllLines=false;
1549	>	}
1550	>
1551	>	void Save_With_Ratio_And_Line(TH1F *nominator, THStack denominator, TVirtualPad *canvas, string savemeas, bool do_bpred_ratio=false) {
1552	>	TH1F *denominator_histo = (TH1F*) CollapseStack(denominator,"TemporaryStack");
1553	>	Save_With_Ratio_And_Line(nominator, denominator_histo, canvas, savemeas, do_bpred_ratio);
1554	>	delete denominator_histo;
1555		}
1556
1557	<	void save_with_ratio_and_sys_band(TH1F *nominator, TH1F *denominator, TVirtualPad *canvas, string savemeas, float systematic, string yaxistitle="SysRatio") {
1557	>	void save_with_ratio_and_sys_band(float ConsideredZWidth, TH1F *nominator, TH1F *denominator, TVirtualPad *orig_canvas, string savemeas, bool do_bpred_ratio=false, bool extendrange=false, string yaxistitle="ratio",TH1F *syshisto=NULL) {
1558		//this function saves the pad being passed as well as a new one including the SysRatio.
1559	<	CompleteSave(canvas,savemeas);
1559	>	orig_canvas->cd();
1560	>	orig_canvas->Update();
1561	>	CompleteSave(orig_canvas,savemeas);
1562	>
1563	>	TVirtualPad *canvas = (TVirtualPad*) orig_canvas->Clone("TempCanvas");//otherwise the Ratio_main_canvas will own our pad and destroy it upon deletion
1564
1565		float bottommargin=gStyle->GetPadBottomMargin();
1566		float canvas_height=gStyle->GetCanvasDefH();
1567		float canvas_width=gStyle->GetCanvasDefW();
1568	<	float SysRatiospace=0.25;// space the SysRatio should take up (relative to original pad)
1568	>	float ratiospace=0.25;// space the ratio should take up (relative to original pad)
1569
1570	<	float SysRatiobottommargin=0.3;
1571	<	float SysRatiotopmargin=0.1;
1570	>	float ratiobottommargin=0.3;
1571	>	float ratiotopmargin=0.1;
1572
1573	<	float xstretchfactor=((1-SysRatiospace)*(1-gStyle->GetPadTopMargin()))/((1)*SysRatiospace);
1573	>	float xstretchfactor=((1-ratiospace)*(1-gStyle->GetPadTopMargin()))/((1)*ratiospace);
1574
1575	<	TCanvas *MainCanvas = new TCanvas("MainCanvas","MainCanvas",(Int_t)canvas_width,(Int_t)(canvas_height*(1+SysRatiospace)));
1576	<	TPad *MainPad = new TPad("MainPad","MainPad",0,1-(1.0/(1+SysRatiospace)),1,1);//top (main) pad
1577	<	TPad *CoverPad = new TPad("CoverPad","CoverPad",gStyle->GetPadLeftMargin()-0.008,1-(1.0/(1+SysRatiospace))-0.04,1,1-(1.0/(1+SysRatiospace))+0.103);//pad covering up the x scale
1578	<	TPad *BottomPad = new TPad("BottomPad", "Ratio Pad",0,0,1,(1-(1-bottommargin)/(1+SysRatiospace))-0.015); //bottom pad
1579	<
1580	<	MainCanvas->Range(0,0,1,1);
1581	<	MainCanvas->SetBorderSize(0);
1582	<	MainCanvas->SetFrameFillColor(0);
1583	<
1584	<	MainPad->Draw();
1585	<	MainPad->cd();
1586	<	MainPad->Range(0,0,1,1);
1587	<	MainPad->SetFillColor(kWhite);
1588	<	MainPad->SetBorderSize(0);
1589	<	MainPad->SetFrameFillColor(0);
1575	>	TCanvas *Ratio_main_canvas = new TCanvas("Ratio_main_canvas","Ratio_main_canvas",(Int_t)canvas_width,(Int_t)(canvas_height*(1+ratiospace)));
1576	>	TPad *mainpad = new TPad("mainpad","mainpad",0,1-(1.0/(1+ratiospace)),1,1);//top (main) pad
1577	>	TPad *coverpad = new TPad("coverpad","coverpad",gStyle->GetPadLeftMargin()-0.008,1-(1.0/(1+ratiospace))-0.04,1,1-(1.0/(1+ratiospace))+0.103);//pad covering up the x scale
1578	>	TPad *bottompad = new TPad("bottompad", "Ratio Pad",0,0,1,(1-(1-bottommargin)/(1+ratiospace))-0.015); //bottom pad
1579	>
1580	>	Ratio_main_canvas->Range(0,0,1,1);
1581	>	Ratio_main_canvas->SetBorderSize(0);
1582	>	Ratio_main_canvas->SetFrameFillColor(0);
1583	>
1584	>	mainpad->Draw();
1585	>	mainpad->cd();
1586	>	mainpad->Range(0,0,1,1);
1587	>	mainpad->SetFillColor(kWhite);
1588	>	mainpad->SetBorderSize(0);
1589	>	mainpad->SetFrameFillColor(0);
1590		canvas->Range(0,0,1,1);
1591		canvas->Draw("same");
1592	<	MainPad->Modified();
1593	<	MainCanvas->cd();
1594	<	CoverPad->Draw();
1595	<	CoverPad->cd();
1596	<	CoverPad->Range(0,0,1,1);
1597	<	CoverPad->SetFillColor(kWhite);
1598	<	CoverPad->SetBorderSize(0);
1599	<	CoverPad->SetFrameFillColor(0);
1600	<	CoverPad->Modified();
1601	<	MainCanvas->cd();
1602	<	BottomPad->SetTopMargin(SysRatiotopmargin);
1603	<	BottomPad->SetBottomMargin(SysRatiobottommargin);
1604	<	BottomPad->Draw();
1605	<	BottomPad->cd();
1606	<	BottomPad->Range(0,0,1,1);
1607	<	BottomPad->SetFillColor(kWhite);
1608	<	TH1F *SysRatio = (TH1F*)nominator->Clone(GetNumericHistoName().c_str());
1609	<	SysRatio->Divide(denominator);
1592	>	mainpad->Modified();
1593	>	Ratio_main_canvas->cd();
1594	>	coverpad->Draw();
1595	>	coverpad->cd();
1596	>	coverpad->Range(0,0,1,1);
1597	>	coverpad->SetFillColor(kWhite);
1598	>	coverpad->SetBorderSize(0);
1599	>	coverpad->SetFrameFillColor(0);
1600	>	coverpad->Modified();
1601	>	Ratio_main_canvas->cd();
1602	>	bottompad->SetTopMargin(ratiotopmargin);
1603	>	bottompad->SetBottomMargin(ratiobottommargin);
1604	>	bottompad->Draw();
1605	>	bottompad->cd();
1606	>	bottompad->Range(0,0,1,1);
1607	>	bottompad->SetFillColor(kWhite);
1608	>	TH1F *ratio = (TH1F*)nominator->Clone(GetNumericHistoName().c_str());
1609	>	ratio->Divide(denominator);
1610
1611
1612	+	TGraphAsymmErrors *eratio;
1613	+	TGraphAsymmErrors *SysEnvelope = new TGraphAsymmErrors();
1614	+
1615	+	if(syshisto && !do_bpred_ratio) {
1616	+	for(int i=1;i<=syshisto->GetNbinsX();i++) {
1617	+	float dx=syshisto->GetBinWidth(i)/2.0;
1618	+	float dy=syshisto->GetBinContent(i);
1619	+	if(dy<0.01) dy=0.07;
1620	+	SysEnvelope->SetPoint(i-1,syshisto->GetBinCenter(i),1.0);
1621	+	SysEnvelope->SetPointError(i-1,dx,dx,dy,dy);
1622	+	}
1623	+	SysEnvelope->SetFillColor(TColor::GetColor("#006DE1"));
1624	+	}
1625
1626	<	SysRatio->SetTitle("");
1627	<	SysRatio->GetYaxis()->SetRangeUser(0.0,2.0);
1628	<	SysRatio->GetXaxis()->SetTitle(nominator->GetXaxis()->GetTitle());
1629	<	SysRatio->GetXaxis()->CenterTitle();
1630	<	SysRatio->GetYaxis()->SetTitle(yaxistitle.c_str());
1631	<	SysRatio->GetYaxis()->SetTitleOffset(0.4);
1632	<	SysRatio->GetYaxis()->CenterTitle();
1633	<	SysRatio->SetStats(0);
1634	<	SysRatio->GetXaxis()->SetLabelSize(xstretchfactor*SysRatio->GetXaxis()->GetLabelSize());
1635	<	SysRatio->GetYaxis()->SetLabelSize(xstretchfactor*SysRatio->GetYaxis()->GetLabelSize());
1636	<	SysRatio->GetXaxis()->SetTitleSize(xstretchfactor*gStyle->GetTitleSize());
1637	<	SysRatio->GetYaxis()->SetTitleSize(xstretchfactor*gStyle->GetTitleSize());
1638	<	SysRatio->GetYaxis()->SetNdivisions(502,false);
1639	<	SysRatio->SetFillColor(TColor::GetColor("#58D3F7"));
1640	<	TBox *sysbox = new TBox(SysRatio->GetXaxis()->GetBinLowEdge(1),1-systematic,SysRatio->GetXaxis()->GetBinLowEdge(SysRatio->GetNbinsX())+SysRatio->GetXaxis()->GetBinWidth(SysRatio->GetNbinsX()),1+systematic);
1641	<	sysbox->SetFillColor(TColor::GetColor("#82FA58")); // light green
1642	<
1572	<	SysRatio->Draw("e1");
1573	<	sysbox->Draw();
1574	<	SysRatio->Draw("e1,same");
1575	<	SysRatio->Draw("e1,axis,same");
1626	>	ratio->SetTitle("");
1627	>	ratio->GetYaxis()->SetRangeUser(0.0,2.0);
1628	>	if(do_bpred_ratio) ratio->GetYaxis()->SetRangeUser(0.0,2.0);
1629	>	if(extendrange) ratio->GetYaxis()->SetRangeUser(0.0,4.0);
1630	>	ratio->GetXaxis()->SetTitle(nominator->GetXaxis()->GetTitle());
1631	>	ratio->GetXaxis()->CenterTitle();
1632	>	ratio->GetYaxis()->SetTitle(yaxistitle.c_str());
1633	>	ratio->GetYaxis()->SetTitleOffset(0.4);
1634	>	ratio->GetYaxis()->CenterTitle();
1635	>	ratio->SetStats(0);
1636	>	ratio->GetXaxis()->SetLabelSize(xstretchfactor*ratio->GetXaxis()->GetLabelSize());
1637	>	ratio->GetYaxis()->SetLabelSize(xstretchfactor*ratio->GetYaxis()->GetLabelSize());
1638	>	ratio->GetXaxis()->SetTitleSize(xstretchfactor*gStyle->GetTitleSize());
1639	>	ratio->GetYaxis()->SetTitleSize(xstretchfactor*gStyle->GetTitleSize());
1640	>	ratio->GetYaxis()->SetNdivisions(502,false);
1641	>	ratio->SetFillColor(TColor::GetColor("#58D3F7"));
1642	>	ratio->Draw("e0");
1643
1644	<	TLine *oneline = new TLine(SysRatio->GetXaxis()->GetBinLowEdge(1),1,SysRatio->GetXaxis()->GetBinLowEdge(SysRatio->GetNbinsX())+SysRatio->GetXaxis()->GetBinWidth(SysRatio->GetNbinsX()),1);
1644	>	if(syshisto!=0) {
1645	>	SysEnvelope->SetFillColor(TColor::GetColor("#FE9A2E"));
1646	>	SysEnvelope->Draw("2,same");
1647	>	ratio->Draw("e0,same");
1648	>	} else {
1649	>	eratio->Draw("0");
1650	>	}
1651	>	ratio->Draw("same,axis");
1652	>	TLine *oneline = new TLine(ratio->GetXaxis()->GetBinLowEdge(1),1,ratio->GetXaxis()->GetBinLowEdge(ratio->GetNbinsX())+ratio->GetXaxis()->GetBinWidth(ratio->GetNbinsX()),1);
1653		oneline->SetLineStyle(2);
1654		oneline->SetLineColor(kBlue);
1655		oneline->Draw("same");
1656	+
1657	+
1658	+
1659	+	if(ConsideredZWidth>0.1) {
1660	+	cout << "Drawing extra lines in ratio this time around ... " << endl;
1661	+	float RatioYMax=2.0;
1662	+	if(extendrange) RatioYMax=4.0;
1663	+
1664	+	TLine *SRline   = new TLine(70,0,70,RatioYMax);
1665	+	TLine *ZLowLine = new TLine(91.2-ConsideredZWidth,0,91.2-ConsideredZWidth,RatioYMax);
1666	+	TLine *ZHiLine  = new TLine(91.2+ConsideredZWidth,0,91.2+ConsideredZWidth,RatioYMax);
1667	+
1668	+	SRline->SetLineStyle(2);
1669	+	ZLowLine->SetLineStyle(2);
1670	+	ZHiLine->SetLineStyle(2);
1671	+	SRline->SetLineColor(kGray+2);
1672	+	ZLowLine->SetLineColor(kGray+2);
1673	+	ZHiLine->SetLineColor(kGray+2);
1674	+	SRline->Draw();
1675	+	ZLowLine->Draw();
1676	+	ZHiLine->Draw();
1677	+	}
1678	+
1679	+	Ratio_main_canvas->cd();
1680	+	Ratio_main_canvas->Modified();
1681	+	Ratio_main_canvas->cd();
1682	+	Ratio_main_canvas->SetSelected(Ratio_main_canvas);
1683	+
1684	+	CompleteSave(Ratio_main_canvas,savemeas+"_withSysRatio");
1685	+	bottompad->cd();
1686	+
1687	+	Double_t chi2;
1688	+	Int_t ndf,igood;
1689	+	Double_t chi2prob = MarcosChi2TestX(nominator,denominator,chi2,ndf,igood,"UW");
1690
1691	<	MainCanvas->cd();
1692	<	MainCanvas->Modified();
1693	<	MainCanvas->cd();
1694	<	MainCanvas->SetSelected(MainCanvas);
1691	>	stringstream Chi2text;
1692	>	Chi2text << "#chi^{2} / ndf: " << chi2 << " / " << ndf;
1693	>	stringstream Chi2probtext;
1694	>	Chi2probtext << "#chi^{2} prob: " << chi2prob;
1695	>	TText* chi2box = write_text(0.02,0.11,Chi2text.str());
1696	>	chi2box->SetTextSize(0.08);
1697	>	chi2box->SetTextAlign(11);
1698	>	chi2box->Draw();
1699	>	TText* chi2probbox = write_text(0.02,0.04,Chi2probtext.str());
1700	>	chi2probbox->SetTextSize(0.08);
1701	>	chi2probbox->SetTextAlign(11);
1702	>	chi2probbox->Draw();
1703	>
1704	>	stringstream CompRatio;
1705	>	CompRatio << "Ratio: " << nominator->Integral() << " / " << denominator->Integral() << " \n " << nominator->Integral()/denominator->Integral();
1706	>	TText *CompleteRatio = write_text(0.98,0.04,CompRatio.str());
1707	>	CompleteRatio->SetTextSize(0.08);
1708	>	CompleteRatio->SetTextAlign(31);
1709	>	CompleteRatio->Draw();
1710
1711	<	CompleteSave(MainCanvas,savemeas+"_withSYSSysRatio");
1712	<	delete SysRatio;
1713	<	delete MainCanvas;
1711	>	CompleteSave(Ratio_main_canvas,savemeas+"_withSysRatio_and_Chi2");
1712	>	delete Ratio_main_canvas;
1713	>	delete ratio;
1714		}
1715
1716	<	TH1F* CollapseStack(THStack stack,TString hname="base") {
1716	>	TH1F* CollapseStack(THStack stack,TString hname="CollapsedStack") {
1717		TH1F *bhist = ((TH1F*)((stack.GetHists())->At(0)));
1718		TH1F *basehisto = (TH1F*)bhist->Clone(hname);
1719		TIter next(stack.GetHists());
#	Line 1603 | Line 1727 | TH1F* CollapseStack(THStack stack,TStrin
1727		return basehisto;
1728		}
1729
1730	<	void save_with_ratio(TH1F *nominator, THStack denominator, TVirtualPad *canvas, string savemeas, bool do_bpred_ratio=false) {
1731	<	save_with_ratio(nominator, CollapseStack(denominator), canvas, savemeas, do_bpred_ratio);
1730	>	void Save_With_Ratio(TH1F *nominator, THStack denominator, TVirtualPad *canvas, string savemeas, bool do_bpred_ratio=false) {
1731	>	TH1F *denominator_histo = (TH1F*) CollapseStack(denominator);
1732	>	Save_With_Ratio(nominator, denominator_histo, canvas, savemeas, do_bpred_ratio);
1733	>	delete denominator_histo;
1734		}
1735
1736		void flag_this_change(string function, int line, int checked=0) {
#	Line 1789 | Line 1915 | string removefunnystring(string name) {
1915		name=ReplaceCharacter(name,"]","_");
1916		name=ReplaceCharacter(name,"{","_");
1917		name=ReplaceCharacter(name,"}","_");
1918	+	name=ReplaceCharacter(name,"(","_");
1919	+	name=ReplaceCharacter(name,")","_");
1920	+	name=ReplaceCharacter(name," ","_");
1921		name=ReplaceCharacter(name,".","_");
1922		name=ReplaceCharacter(name,",","_");
1923		name=ReplaceCharacter(name,";","_");
#	Line 1803 | Line 1932 | string removefunnystring(string name) {
1932		return name;
1933		}
1934
1935	+	TPolyLine* GetFitUncertaintyShape(TF1 *fit, float low, float high,float x0,float x1) {
1936	+	int nPoints=1000;
1937	+	double x[nPoints+1];
1938	+	double y[nPoints];
1939	+
1940	+	float par1=fit->GetParameter(0);
1941	+	float dpar1=fit->GetParError(0);
1942	+	float par2=fit->GetParameter(1);
1943	+	float dpar2=fit->GetParError(1);
1944	+
1945	+	float step=(x1-x0)/(nPoints/2.0 -1);
1946	+	for(int i=0;i<nPoints/2.0;i++) {
1947	+	x[i]=x0+i*step;
1948	+	y[i]=(par1+x[i]*par2)    -    sqrt(dpar1*dpar1+dpar2*dpar2*x[i]*x[i]);
1949	+	x[nPoints-1-i]=x[i];
1950	+	y[nPoints-1-i]=(par1+x[i]*par2)    +    sqrt(dpar1*dpar1+dpar2*dpar2*x[i]*x[i]);
1951	+	if(y[i]<low) y[i]=low;
1952	+	if(y[i]>high) y[i]=high;
1953	+	if(y[nPoints-1-i]<low) y[nPoints-1-i]=low;
1954	+	if(y[nPoints-1-i]>high) y[nPoints-1-i]=high;
1955	+	}
1956	+
1957	+	x[nPoints]=x[0];
1958	+	y[nPoints]=y[0];
1959	+
1960	+	TPolyLine *l = new TPolyLine(nPoints+1,x,y);
1961	+	l->SetFillColor(TColor::GetColor("#A2A2FA"));
1962	+	l->SetLineColor(TColor::GetColor("#A2A2FA"));
1963	+	l->SetLineWidth(1);
1964	+	return l;
1965	+	}
1966	+
1967	+	//code for ReplaceAll copied from
1968	+	//http://stackoverflow.com/questions/5343190/c-how-do-i-replace-all-instances-of-of-a-string-with-another-string
1969	+	string ReplaceAll(string str, string from, string to) {
1970	+	size_t start_pos = 0;
1971	+	while((start_pos = str.find(from, start_pos)) != std::string::npos) {
1972	+	str.replace(start_pos, from.length(), to);
1973	+	start_pos += to.length(); // ...
1974	+	}
1975	+	return str;
1976	+	}
1977	+
1978	+	TPolyLine* GetFitUncertaintyShape(TH1 *histo, string fitname, float low, float high) {
1979	+	TF1 *fit = (TF1*)histo->GetFunction(fitname.c_str());
1980	+	if(!fit) {
1981	+	cout << "CANNOT PRODUCE FIT UNCERTAINTY AS THERE IS NO FIT CALLED " << fitname << " IN " << histo->GetName() << endl;
1982	+	return NULL;
1983	+	}
1984	+	float x0=histo->GetBinLowEdge(1);
1985	+	float x1=histo->GetBinLowEdge(histo->GetNbinsX())+histo->GetBinWidth(histo->GetNbinsX());
1986	+	return GetFitUncertaintyShape(fit, low, high,x0,x1);
1987	+	}
1988	+
1989	+	TPolyLine* GetFitUncertaintyShape(TGraphErrors *gr, string fitname, float low, float high, float minx=-999, float maxx=-999) {
1990	+	TF1 *fit = (TF1*)gr->GetFunction(fitname.c_str());
1991	+	if(!fit) {
1992	+	cout << "CANNOT PRODUCE FIT UNCERTAINTY AS THERE IS NO FIT CALLED " << fitname << " IN " << gr->GetName() << endl;
1993	+	return NULL;
1994	+	}
1995	+	double x,y;
1996	+	gr->GetPoint(0,x,y);
1997	+	float min=x;
1998	+	gr->GetPoint(gr->GetN()-1,x,y);
1999	+	float max=x;
2000	+	if(minx>-999 && maxx>-999 && minx<maxx) {
2001	+	max=maxx;
2002	+	min=minx;
2003	+	}
2004	+	return GetFitUncertaintyShape(fit, low, high,min,max);
2005	+	}
2006	+
2007		stringstream all_bugs;
2008
2009		void bug_tracker(string function, int line, string description) {
#	Line 1853 | Line 2054 | float generalizedpSTAR(float massmother,
2054		res=TMath::Sqrt(res)/(2*massmother);
2055		return res;
2056		}
2057	+
2058	+	void FindMinMax(TGraphErrors *gr, float &min, float &max) {
2059	+	double x,y;
2060	+	gr->GetPoint(0,x,y);
2061	+	min=500*y;
2062	+	max=0.0002*y;
2063	+	for(int i=0;i<gr->GetN();i++) {
2064	+	gr->GetPoint(i,x,y);
2065	+	cout << "Point at " << x << "/" << y << " with error " << gr->GetErrorY(i) << endl;
2066	+	float potmin=y-1.5*gr->GetErrorY(i); // taking 1.5 times the error to allow for enough space to present the plot
2067	+	float potmax=y+1.5*gr->GetErrorY(i); // taking 1.5 times the error to allow for enough space to present the plot
2068	+	if(potmin<min) min=potmin;
2069	+	if(potmax>max) max=potmax;
2070	+	}
2071	+	}
2072	+
2073	+
2074	+	void CleanLegends() {
2075	+	for(int ihist=(int)PlottingSetup::FakeHistoHeap.size()-1;ihist>=0;ihist--) {
2076	+	PlottingSetup::FakeHistoHeap[ihist]->Delete();
2077	+	PlottingSetup::FakeHistoHeap.pop_back();
2078	+	}
2079	+	}
2080	+
2081	+	string DigitsAfterComma(float number, int digits) {
2082	+	float temp=number*pow(10.0,digits);
2083	+	temp=int(temp)/pow(10.0,digits);
2084	+	return any2string(temp);
2085	+	}

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