diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 4b3c9c8e4aa1cb2c77946fa2984e40a4430978a0..fb5b57e314acd21a34e94c054be53ded7388a449 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -147,11 +147,11 @@ include:
- local: 'benchmarks/pid/config.yml'
- local: 'benchmarks/timing/config.yml'
- local: 'benchmarks/b0_tracker/config.yml'
+ - local: 'benchmarks/insert_muon/config.yml'
- local: 'benchmarks/zdc_sigma/config.yml'
- local: 'benchmarks/zdc_lambda/config.yml'
- local: 'benchmarks/insert_neutron/config.yml'
-
deploy_results:
allow_failure: true
stage: deploy
@@ -171,6 +171,7 @@ deploy_results:
- "collect_results:tracking_performances_dis"
- "collect_results:zdc"
- "collect_results:zdc_lyso"
+ - "collect_results:insert_muon"
- "collect_results:zdc_photon"
- "collect_results:zdc_pi0"
script:
diff --git a/Snakefile b/Snakefile
index 58357199be41ec9d68e1f71d3de890e8d8163a44..bce37f8dcab0328b0bfa5aeb6a82a9b8afa19a20 100644
--- a/Snakefile
+++ b/Snakefile
@@ -7,6 +7,8 @@ include: "benchmarks/ecal_gaps/Snakefile"
include: "benchmarks/material_scan/Snakefile"
include: "benchmarks/tracking_performances/Snakefile"
include: "benchmarks/tracking_performances_dis/Snakefile"
+include: "benchmarks/zdc_lyso/Snakefile"
+include: "benchmarks/insert_muon/Snakefile"
include: "benchmarks/zdc_lambda/Snakefile"
include: "benchmarks/zdc_lyso/Snakefile"
include: "benchmarks/zdc_photon/Snakefile"
diff --git a/benchmarks/insert_muon/Snakefile b/benchmarks/insert_muon/Snakefile
new file mode 100644
index 0000000000000000000000000000000000000000..b36026b0a6c88065e6b1e03360d13788b98394df
--- /dev/null
+++ b/benchmarks/insert_muon/Snakefile
@@ -0,0 +1,57 @@
+rule insert_muon_generate:
+ input:
+ script="benchmarks/insert_muon/analysis/gen_particles.cxx",
+ params:
+ NEVENTS_GEN=5000,
+ th_max=7.0,
+ th_min=1.7
+ output:
+ GEN_FILE="sim_output/insert_muon/mu-_{P}GeV.hepmc"
+ shell:
+ """
+root -l -b -q '{input.script}({params.NEVENTS_GEN},"{output.GEN_FILE}", "mu-", {params.th_min}, {params.th_max}, 0., 360., {wildcards.P})'
+"""
+
+rule insert_muon_simulate:
+ input:
+ GEN_FILE="sim_output/insert_muon/mu-_{P}GeV.hepmc"
+ params:
+ PHYSICS_LIST="FTFP_BERT"
+ output:
+ SIM_FILE="sim_output/insert_muon/{DETECTOR_CONFIG}_sim_mu-_{P}GeV.edm4hep.root"
+ shell:
+ """
+NEVENTS_SIM=5000
+# Running simulation
+npsim \
+ --compactFile $DETECTOR_PATH/{wildcards.DETECTOR_CONFIG}.xml \
+ --numberOfEvents $NEVENTS_SIM \
+ --physicsList {params.PHYSICS_LIST} \
+ --inputFiles {input.GEN_FILE} \
+ --outputFile {output.SIM_FILE}
+"""
+
+rule insert_muon_recon:
+ input:
+ SIM_FILE="sim_output/insert_muon/{DETECTOR_CONFIG}_sim_mu-_{P}GeV.edm4hep.root"
+ output:
+ REC_FILE="sim_output/insert_muon/{DETECTOR_CONFIG}_rec_mu-_{P}GeV.edm4hep.root"
+ shell:
+ """
+NEVENTS_REC=5000
+eicrecon {input.SIM_FILE} -Ppodio:output_file={output.REC_FILE} -Pdd4hep:xml_files=$DETECTOR_PATH/{wildcards.DETECTOR_CONFIG}.xml -Ppodio:output_collections=MCParticles,HcalEndcapPInsertRecHits,HcalEndcapPInsertClusters,HcalEndcapPInsertSubcellHits,EcalEndcapPInsertRecHits,EcalEndcapPInsertClusters -Pjana:nevents=$NEVENTS_REC
+"""
+
+rule insert_muon_analysis:
+ input:
+ expand("sim_output/insert_muon/{DETECTOR_CONFIG}_sim_mu-_{P}GeV.edm4hep.root",
+ P=[50],
+ DETECTOR_CONFIG=["{DETECTOR_CONFIG}"]),
+ script="benchmarks/insert_muon/analysis/muon_plots.py",
+ output:
+ results_dir=directory("results/{DETECTOR_CONFIG}/insert_muon"),
+ shell:
+ """
+mkdir -p {output.results_dir}
+python {input.script} {output.results_dir}
+"""
diff --git a/benchmarks/insert_muon/analysis/gen_particles.cxx b/benchmarks/insert_muon/analysis/gen_particles.cxx
new file mode 100644
index 0000000000000000000000000000000000000000..0877a85223bbc1af27af91e7dedfb212de7cb20b
--- /dev/null
+++ b/benchmarks/insert_muon/analysis/gen_particles.cxx
@@ -0,0 +1,127 @@
+#include "HepMC3/GenEvent.h"
+#include "HepMC3/ReaderAscii.h"
+#include "HepMC3/WriterAscii.h"
+#include "HepMC3/Print.h"
+
+#include "TRandom3.h"
+#include "TVector3.h"
+
+#include <iostream>
+#include <random>
+#include <cmath>
+#include <math.h>
+#include <TMath.h>
+#include <TDatabasePDG.h>
+#include <TParticlePDG.h>
+
+using namespace HepMC3;
+
+// Generate single electron as input to the Insert simulation.
+// --
+// We generate events with a constant polar angle with respect to
+// the proton direction and then rotate so that the events are given
+// in normal lab coordinate system
+// --
+void gen_particles(
+ int n_events = 1000,
+ const char* out_fname = "gen_particles.hepmc",
+ TString particle_name = "e-",
+ double th_min = 3., // Minimum polar angle, in degrees
+ double th_max = 3., // Maximum polar angle, in degrees
+ double phi_min = 0., // Minimum azimuthal angle, in degrees
+ double phi_max = 360., // Maximum azimuthal angle, in degrees
+ double p = 10., // Momentum in GeV/c
+ int dist = 0, //Momentum distribution: 0=fixed, 1=uniform, 2=Gaussian
+ int useCrossingAngle=1 // 0= no rotation, 1 = -25 mrad
+ )
+{
+ WriterAscii hepmc_output(out_fname);
+ int events_parsed = 0;
+ GenEvent evt(Units::GEV, Units::MM);
+
+ // Random number generator
+ TRandom3 *r1 = new TRandom3(0); //Use time as random seed
+
+ // Getting generated particle information
+ TDatabasePDG *pdg = new TDatabasePDG();
+ TParticlePDG *particle = pdg->GetParticle(particle_name);
+ const double mass = particle->Mass();
+ const int pdgID = particle->PdgCode();
+
+ for (events_parsed = 0; events_parsed < n_events; events_parsed++) {
+
+ //Set the event number
+ evt.set_event_number(events_parsed);
+
+ // FourVector(px,py,pz,e,pdgid,status)
+ // type 4 is beam
+ // pdgid 11 - electron
+ // pdgid 111 - pi0
+ // pdgid 2212 - proton
+ GenParticlePtr p1 =
+ std::make_shared<GenParticle>(FourVector(0.0, 0.0, 10.0, 10.0), 11, 4);
+ GenParticlePtr p2 = std::make_shared<GenParticle>(
+ FourVector(0.0, 0.0, 0.0, 0.938), 2212, 4);
+
+ // Define momentum with respect to proton direction
+ double phi = r1->Uniform(phi_min*TMath::DegToRad(),phi_max*TMath::DegToRad());
+ double th = r1->Uniform(th_min*TMath::DegToRad(),th_max*TMath::DegToRad());
+
+ //Total momentum distribution
+ double pevent = -1;
+ if(dist==0){ //fixed
+ pevent = p;
+ }
+ else if(dist==1){ //Uniform: +-50% variation
+ pevent = p*(1. + r1->Uniform(-0.5,0.5) );
+ }
+ else if(dist==2){ //Gaussian: Sigma = 0.1*mean
+ while(pevent<0) //Avoid negative values
+ pevent = r1->Gaus(p,0.1*p);
+ }
+
+ double px = pevent * std::cos(phi) * std::sin(th);
+ double py = pevent * std::sin(phi) * std::sin(th);
+ double pz = pevent * std::cos(th);
+ TVector3 pvec(px,py,pz);
+
+ //Rotate to lab coordinate system
+ double cross_angle = -25./1000.*useCrossingAngle; //in Rad
+ TVector3 pbeam_dir(sin(cross_angle),0,cos(cross_angle)); //proton beam direction
+ pvec.RotateY(-pbeam_dir.Theta()); // Theta is returned positive, beam in negative X
+ // type 1 is final state
+ // pdgid 11 - electron 0.510 MeV/c^2
+ GenParticlePtr p3 = std::make_shared<GenParticle>(
+ FourVector(
+ pvec.X(), pvec.Y(), pvec.Z(),
+ sqrt(pevent*pevent + (mass * mass))),
+ pdgID, 1);
+
+ //If wanted, set non-zero vertex
+ double vx = 0.;
+ double vy = 0.;
+ double vz = 0.;
+ double vt = 0.;
+
+ GenVertexPtr v1 = std::make_shared<GenVertex>();
+ evt.shift_position_by(FourVector(vx, vy, vz, vt));
+ v1->add_particle_in(p1);
+ v1->add_particle_in(p2);
+
+ v1->add_particle_out(p3);
+ evt.add_vertex(v1);
+
+ if (events_parsed == 0) {
+ std::cout << "First event: " << std::endl;
+ Print::listing(evt);
+ }
+
+ hepmc_output.write_event(evt);
+ if (events_parsed % 100 == 0) {
+ std::cout << "Event: " << events_parsed << std::endl;
+ }
+ evt.clear();
+ }
+ hepmc_output.close();
+ std::cout << "Events parsed and written: " << events_parsed << std::endl;
+}
diff --git a/benchmarks/insert_muon/analysis/muon_plots.py b/benchmarks/insert_muon/analysis/muon_plots.py
new file mode 100644
index 0000000000000000000000000000000000000000..4c45aac3b018b3d3473e96a026b2fb939ed3e789
--- /dev/null
+++ b/benchmarks/insert_muon/analysis/muon_plots.py
@@ -0,0 +1,86 @@
+import numpy as np, pandas as pd, matplotlib.pyplot as plt, matplotlib as mpl, awkward as ak, sys
+import mplhep as hep
+hep.style.use("CMS")
+
+plt.rcParams['figure.facecolor']='white'
+plt.rcParams['savefig.facecolor']='white'
+plt.rcParams['savefig.bbox']='tight'
+
+plt.rcParams["figure.figsize"] = (7, 7)
+
+config=sys.argv[1].split("/")[1] #results/{config}/{benchmark_name}
+outdir=sys.argv[1]+"/"
+try:
+ import os
+ os.mkdir(outdir[:-1])
+except:
+ pass
+
+def Landau(x, normalization,location,stdev):
+ #print(type(x))
+ u=(x-location)*3.591/stdev/2.355
+ renormalization = 1.64872*normalization
+ return renormalization * np.exp(-u/2 - np.exp(-u)/2)
+
+import uproot as ur
+arrays_sim={}
+momenta=50,
+for p in momenta:
+ filename=f'sim_output/insert_muon/{config}_sim_mu-_{p}GeV.edm4hep.root'
+ print("opening file", filename)
+ events = ur.open(filename+':events')
+ arrays_sim[p] = events.arrays()
+ import gc
+ gc.collect()
+ print("read", filename)
+
+for array in arrays_sim.values():
+ tilt=-0.025
+ px=array['MCParticles.momentum.x'][:,2]
+ py=array['MCParticles.momentum.y'][:,2]
+ pz=array['MCParticles.momentum.z'][:,2]
+ p=np.sqrt(px**2+py**2+pz**2)
+
+ pxp=px*np.cos(tilt)-pz*np.sin(tilt)
+ pyp=py
+ pzp=pz*np.cos(tilt)+px*np.sin(tilt)
+
+ array['eta_truth']=1/2*np.log((p+pzp)/(p-pzp))
+ array['phi_truth']=np.arctan2(pyp,pxp)
+
+for p in 50,:
+ E=arrays_sim[p]["HcalEndcapPInsertHits.energy"]
+ y, x,_=plt.hist(1e3*ak.flatten(E),bins=100, range=(0, 1.2), histtype='step')
+ bc=(x[1:]+x[:-1])/2
+ from scipy.optimize import curve_fit
+ slc=abs(bc-.48)<.15
+ fnc=Landau
+ p0=[100, .5, .05]
+ #print(list(y), list(x))
+ coeff, var_matrix = curve_fit(fnc, list(bc[slc]), list(y[slc]), p0=p0,
+ sigma=list(np.sqrt(y[slc])+(y[slc]==0)))
+ print(coeff)
+ xx=np.linspace(0,.7, 100)
+ MIP=coeff[1]/1000
+ plt.plot(xx, fnc(xx,*coeff), label=f'Landau fit:\nMIP={coeff[1]*1e3:.0f}$\\pm${1e3*np.sqrt(var_matrix[1][1]):.0f} keV')
+ plt.xlabel("hit energy [MeV]")
+ plt.ylabel("hits")
+ plt.title(f"$E_{{\\mu^-}}=${p} GeV")
+ plt.legend(fontsize=20)
+ plt.savefig(outdir+"/MIP.pdf")
+
+ plt.figure(figsize=(10,7))
+ array=arrays_sim[p]
+ bins=30; r=((-np.pi, np.pi),(2.8, 4.2))
+ selection=np.sum(array["HcalEndcapPInsertHits.energy"]>0.5*MIP,axis=-1)>0
+ h1, xedges, yedges = np.histogram2d(list(array[selection]['phi_truth']),list(array[selection]['eta_truth']), bins=bins, range=r)
+ h2, xedges, yedges = np.histogram2d(list(array['phi_truth']),list(array['eta_truth']), bins=bins, range=r)
+
+ h = h1 / h2
+ pc=plt.pcolor(xedges, yedges, h.T,linewidth=0)
+ plt.xlabel("$\\phi^*$ [rad]")
+ plt.ylabel("$\\eta^*$")
+ cb = plt.colorbar(pc)
+ cb.set_label("acceptance")
+ plt.title(f"$E_{{\\mu^-}}=${p} GeV")
+ plt.savefig(outdir+"/acceptance.pdf")
diff --git a/benchmarks/insert_muon/config.yml b/benchmarks/insert_muon/config.yml
new file mode 100644
index 0000000000000000000000000000000000000000..bf69f5556374d4942dc085ae31a05f4e04474863
--- /dev/null
+++ b/benchmarks/insert_muon/config.yml
@@ -0,0 +1,30 @@
+sim:insert_muon:
+ stage: simulate
+ extends: .det_benchmark
+ needs: ["common:detector"]
+ parallel:
+ matrix:
+ - P: 50
+ timeout: 1 hours
+ script:
+ - snakemake --cores 1 sim_output/insert_muon/epic_craterlake_sim_mu-_${P}GeV.edm4hep.root
+ retry:
+ max: 2
+ when:
+ - runner_system_failure
+
+bench:insert_muon:
+ stage: benchmarks
+ extends: .det_benchmark
+ needs: ["sim:insert_muon"]
+ script:
+ - snakemake --cores 1 results/epic_craterlake/insert_muon
+
+collect_results:insert_muon:
+ stage: collect
+ needs: ["bench:insert_muon"]
+ script:
+ - ls -al
+ - mv results{,_save}/ # move results directory out of the way to preserve it
+ - snakemake --cores 1 --delete-all-output results/epic_craterlake/insert_muon
+ - mv results{_save,}/