Warning, /detector_benchmarks/benchmarks/tracking_performances/Snakefile is written in an unsupported language. File is not indexed.
0001 rule tracking_performance_sim:
0002 input:
0003 steering_file="EPIC/EVGEN/SINGLE/{PARTICLE}/{ENERGY}/{PHASE_SPACE}/{PARTICLE}_{ENERGY}_{PHASE_SPACE}.steer",
0004 warmup=ancient("warmup/{DETECTOR_CONFIG}.edm4hep.root"),
0005 geometry_lib=find_epic_libraries(),
0006 output:
0007 "sim_output/tracking_performance/{DETECTOR_CONFIG}/{PARTICLE}/{ENERGY}/{PHASE_SPACE}/{PARTICLE}_{ENERGY}_{PHASE_SPACE}.{INDEX}.edm4hep.root",
0008 log:
0009 "sim_output/tracking_performance/{DETECTOR_CONFIG}/{PARTICLE}/{ENERGY}/{PHASE_SPACE}/{PARTICLE}_{ENERGY}_{PHASE_SPACE}.{INDEX}.edm4hep.root.log",
0010 wildcard_constraints:
0011 PARTICLE="pi-",
0012 ENERGY="[0-9]+[kMG]eV",
0013 PHASE_SPACE="(3to50|45to135|130to177)deg",
0014 INDEX=r"\d{4}",
0015 params:
0016 N_EVENTS=10000,
0017 SEED=lambda wildcards: "1" + wildcards.INDEX,
0018 DETECTOR_PATH=os.environ["DETECTOR_PATH"],
0019 DETECTOR_CONFIG=lambda wildcards: wildcards.DETECTOR_CONFIG,
0020 PARTICLE=lambda wildcards: wildcards.PARTICLE,
0021 ENERGY=lambda wildcards: wildcards.ENERGY,
0022 PHASE_SPACE=lambda wildcards: wildcards.PHASE_SPACE,
0023 INDEX=lambda wildcards: wildcards.INDEX,
0024 DD4HEP_HASH=get_spack_package_hash("dd4hep"),
0025 NPSIM_HASH=get_spack_package_hash("npsim"),
0026 cache: True
0027 shell:
0028 """
0029 set -m # monitor mode to prevent lingering processes
0030 exec ddsim \
0031 --runType batch \
0032 --enableGun \
0033 --steeringFile "{input.steering_file}" \
0034 --random.seed {params.SEED} \
0035 --filter.tracker edep0 \
0036 -v WARNING \
0037 --numberOfEvents {params.N_EVENTS} \
0038 --compactFile {params.DETECTOR_PATH}/{params.DETECTOR_CONFIG}.xml \
0039 --outputFile {output}
0040 """
0041
0042
0043 rule tracking_performance_recon:
0044 input:
0045 "sim_output/tracking_performance/{DETECTOR_CONFIG}/{PARTICLE}/{ENERGY}/{PHASE_SPACE}/{PARTICLE}_{ENERGY}_{PHASE_SPACE}.{INDEX}.edm4hep.root",
0046 warmup=ancient("warmup/{DETECTOR_CONFIG}.edm4hep.root"),
0047 output:
0048 "sim_output/tracking_performance/{DETECTOR_CONFIG}/{PARTICLE}/{ENERGY}/{PHASE_SPACE}/{PARTICLE}_{ENERGY}_{PHASE_SPACE}.{INDEX}.eicrecon.edm4eic.root",
0049 log:
0050 "sim_output/tracking_performance/{DETECTOR_CONFIG}/{PARTICLE}/{ENERGY}/{PHASE_SPACE}/{PARTICLE}_{ENERGY}_{PHASE_SPACE}.{INDEX}.eicrecon.edm4eic.root.log",
0051 wildcard_constraints:
0052 INDEX=r"\d{4}",
0053 params:
0054 DETECTOR_CONFIG=lambda wildcards: wildcards.DETECTOR_CONFIG,
0055 PARTICLE=lambda wildcards: wildcards.PARTICLE,
0056 ENERGY=lambda wildcards: wildcards.ENERGY,
0057 PHASE_SPACE=lambda wildcards: wildcards.PHASE_SPACE,
0058 INDEX=lambda wildcards: wildcards.INDEX,
0059 EICRECON_HASH=get_spack_package_hash("eicrecon"),
0060 cache: True
0061 shell: """
0062 set -m # monitor mode to prevent lingering processes
0063 exec env DETECTOR_CONFIG={params.DETECTOR_CONFIG} \
0064 eicrecon {input} -Ppodio:output_file={output} \
0065 -Ppodio:output_collections=MCParticles,CentralCKFTrajectories,CentralCKFTrackParameters,CentralCKFSeededTrackParameters,CentralCKFTruthSeededTrackParameters,CentralTrackVertices
0066 """
0067
0068 rule tracking_performance_hit_maps:
0069 input:
0070 script_hitsmap="benchmarks/tracking_performances/draw_hits.C",
0071 script_nhits_eta="benchmarks/tracking_performances/NhitsvsEta_ePIC.C",
0072 sim=lambda wildcards: expand(
0073 "sim_output/tracking_performance/{DETECTOR_CONFIG}/{PARTICLE}/{ENERGY}/{PHASE_SPACE}/{PARTICLE}_{ENERGY}_{PHASE_SPACE}.{INDEX:04d}.edm4hep.root",
0074 DETECTOR_CONFIG={wildcards.DETECTOR_CONFIG},
0075 ENERGY=wildcards.ENERGY,
0076 PARTICLE=wildcards.PARTICLE,
0077 PHASE_SPACE=["3to50deg", "45to135deg", "130to177deg"],
0078 INDEX=range(1),
0079 ),
0080 output:
0081 hitsxy_png="local/{DETECTOR_CONFIG}/{PARTICLE}/{ENERGY}/hitsxy_dd4hep.png",
0082 hitsxy_root="local/{DETECTOR_CONFIG}/{PARTICLE}/{ENERGY}/hitsxy_dd4hep.root",
0083 hitsrz_png="local/{DETECTOR_CONFIG}/{PARTICLE}/{ENERGY}/hitsrz_dd4hep.png",
0084 hitsrz_root="local/{DETECTOR_CONFIG}/{PARTICLE}/{ENERGY}/hitsrz_dd4hep.root",
0085 nhits_eta_png="local/{DETECTOR_CONFIG}/{PARTICLE}/{ENERGY}/Nhits_vs_eta.png",
0086 nhits_eta_root="local/{DETECTOR_CONFIG}/{PARTICLE}/{ENERGY}/Nhits_vs_eta.root",
0087 sim_hadd=temporary("sim_output/tracking_performance/{DETECTOR_CONFIG}/{PARTICLE}/{ENERGY}/{PARTICLE}.{ENERGY}.edm4hep.root"),
0088 params:
0089 MOMENTUM=lambda wildcards: str(float(wildcards.ENERGY.replace("GeV", "").replace("MeV", "e-3"))),
0090 shell: """
0091 echo "Merging simulation files into: {output}"
0092 hadd -f {output.sim_hadd} {input.sim}
0093 OUTPUT_PREFIX="$(dirname {output.hitsxy_png})"
0094 echo "Generating hit maps and Nhits vs eta for: {output.sim_hadd}"
0095 root -l -b -q {input.script_hitsmap}'("{output.sim_hadd}", "'$OUTPUT_PREFIX'")'
0096 root -l -b -q {input.script_nhits_eta}'("{output.sim_hadd}", "{params.MOMENTUM}", "'$OUTPUT_PREFIX'")'
0097 """
0098
0099 rule tracking_performance_at_momentum:
0100 input:
0101 script="benchmarks/tracking_performances/Tracking_Performances.C",
0102 # TODO pass as a file list?
0103 sim=lambda wildcards: branch(
0104 wildcards.CAMPAIGN == "local",
0105 then=expand(
0106 "sim_output/tracking_performance/{DETECTOR_CONFIG}/{{PARTICLE}}/{ENERGY}/{PHASE_SPACE}/{{PARTICLE}}_{ENERGY}_{PHASE_SPACE}.{INDEX:04d}.eicrecon.edm4eic.root",
0107 DETECTOR_CONFIG="epic_craterlake_tracking_only",
0108 ENERGY=f"{float(wildcards.MOMENTUM):.0f}GeV" if float(wildcards.MOMENTUM) >= 1 else f"{float(wildcards.MOMENTUM) * 1000:.0f}MeV",
0109 PHASE_SPACE=["3to50deg", "45to135deg", "130to177deg"],
0110 INDEX=range(1),
0111 ),
0112 otherwise=expand(
0113 "EPIC/RECO/{{CAMPAIGN}}/epic_craterlake/SINGLE/{{PARTICLE}}/{ENERGY}/{PHASE_SPACE}/{{PARTICLE}}_{ENERGY}_{PHASE_SPACE}.{INDEX:04d}.eicrecon{TREE_SUFFIX}.edm4eic.root",
0114 DETECTOR_CONFIG="epic_craterlake",
0115 ENERGY=f"{float(wildcards.MOMENTUM):.0f}GeV" if float(wildcards.MOMENTUM) >= 1 else f"{float(wildcards.MOMENTUM) * 1000:.0f}MeV",
0116 PHASE_SPACE=["3to50deg", "45to135deg", "130to177deg"],
0117 INDEX=range(1),
0118 TREE_SUFFIX=".tree" if wildcards.CAMPAIGN != "local" and int(wildcards.CAMPAIGN[:2]) < 25 else "", # backwards compatibility
0119 ),
0120 ),
0121 output:
0122 "{CAMPAIGN}/{SEEDING}/pi-/mom/Performances_mom_{MOMENTUM}_mom_resol_{SEEDING_IGNORE}_{PARTICLE}.root",
0123 "{CAMPAIGN}/{SEEDING}/pi-/dca/Performances_dca_{MOMENTUM}_dca_resol_{SEEDING_IGNORE}_{PARTICLE}.root",
0124 combined_root=temp("{CAMPAIGN}/sim_{SEEDING}_{MOMENTUM}_{SEEDING_IGNORE}_{PARTICLE}.root"),
0125 shell:
0126 """
0127 if [[ "{wildcards.SEEDING}" == "truthseed" ]]; then
0128 TRUTH_SEEDING="true"
0129 elif [[ "{wildcards.SEEDING}" == "realseed" ]]; then
0130 TRUTH_SEEDING="false"
0131 fi
0132 hadd {output.combined_root} {input.sim}
0133 cd {wildcards.CAMPAIGN}
0134 root -l -b -q ../{input.script}'("../{output.combined_root}", "{wildcards.PARTICLE}", {wildcards.MOMENTUM}, 0.15, '$TRUTH_SEEDING')'
0135 """
0136
0137
0138 rule tracking_performance_hadd_final_hist_dca:
0139 input:
0140 lambda wildcards: expand(
0141 [
0142 "{{CAMPAIGN}}/{{SEEDING}}/pi-/dca/Performances_dca_{MOMENTUM:.1f}_dca_resol_{SEEDING_ALT}_pi-.root",
0143 ],
0144 MOMENTUM=[0.5, 1.0, 2.0, 5.0, 10.0, 20.0],
0145 SEEDING_ALT={"truthseed": "truth", "realseed": "realseed"}[wildcards.SEEDING],
0146 ),
0147 output:
0148 "{CAMPAIGN}/{SEEDING}/pi-/dca/final_hist_dca_{SEEDING}.root",
0149 shell:
0150 """
0151 hadd -f {output} {input}
0152 """
0153
0154
0155 rule tracking_performance_summary_at_eta:
0156 input:
0157 expand(
0158 [
0159 "{{CAMPAIGN}}/truthseed/pi-/mom/Performances_mom_{MOMENTUM:.1f}_mom_resol_truth_pi-.root",
0160 "{{CAMPAIGN}}/truthseed/pi-/dca/Performances_dca_{MOMENTUM:.1f}_dca_resol_truth_pi-.root",
0161 "{{CAMPAIGN}}/realseed/pi-/mom/Performances_mom_{MOMENTUM:.1f}_mom_resol_realseed_pi-.root",
0162 "{{CAMPAIGN}}/realseed/pi-/dca/Performances_dca_{MOMENTUM:.1f}_dca_resol_realseed_pi-.root",
0163 ],
0164 MOMENTUM=[0.5, 1.0, 2.0, 5.0, 10.0, 20.0],
0165 ),
0166 "{CAMPAIGN}/truthseed/pi-/dca/final_hist_dca_truthseed.root",
0167 "{CAMPAIGN}/realseed/pi-/dca/final_hist_dca_realseed.root",
0168 script_mom="benchmarks/tracking_performances/doCompare_truth_real_widebins_mom.C",
0169 script_dcaT="benchmarks/tracking_performances/doCompare_truth_real_widebins_dcaT.C",
0170 script_dcaz="benchmarks/tracking_performances/doCompare_truth_real_widebins_dcaz.C",
0171 output:
0172 expand(
0173 "{{CAMPAIGN}}/Debug_Plots/{SEEDING}/pi-/mom/{SEEDING}_mom_resol_mom{MOMENTUM:.1f}_{{ETA_MIN}}_eta_{{ETA_MAX}}.png",
0174 SEEDING=["real", "truth"],
0175 MOMENTUM=[0.5, 1.0, 2.0, 5.0, 10.0, 20.0],
0176 ),
0177 expand(
0178 "{{CAMPAIGN}}/Debug_Plots/{SEEDING}/pi-/dca/{SEEDING}_dcaxy_resol_mom{MOMENTUM:.1f}_{{ETA_MIN}}_eta_{{ETA_MAX}}.png",
0179 SEEDING=["real", "truth"],
0180 MOMENTUM=[0.2, 0.3, 0.5,1.0, 1.5, 2.0, 5.0, 8.0, 10., 15.0],
0181 ),
0182 expand(
0183 "{{CAMPAIGN}}/Debug_Plots/{SEEDING}/pi-/dca/{SEEDING}_dcaz_resol_mom{MOMENTUM:.1f}_{{ETA_MIN}}_eta_{{ETA_MAX}}.png",
0184 SEEDING=["real", "truth"],
0185 MOMENTUM=[0.2, 0.3, 0.5,1.0, 1.5, 2.0, 5.0, 8.0, 10., 15.0],
0186 ),
0187 "{CAMPAIGN}/Final_Results/pi-/mom/mom_resol_{ETA_MIN}_eta_{ETA_MAX}.png",
0188 "{CAMPAIGN}/Final_Results/pi-/mom/mom_resol_{ETA_MIN}_eta_{ETA_MAX}.root",
0189 "{CAMPAIGN}/Final_Results/pi-/dca/dcaxy_resol_{ETA_MIN}_eta_{ETA_MAX}.png",
0190 "{CAMPAIGN}/Final_Results/pi-/dca/dcaxy_resol_{ETA_MIN}_eta_{ETA_MAX}.root",
0191 "{CAMPAIGN}/Final_Results/pi-/dca/dcaz_resol_{ETA_MIN}_eta_{ETA_MAX}.png",
0192 "{CAMPAIGN}/Final_Results/pi-/dca/dcaz_resol_{ETA_MIN}_eta_{ETA_MAX}.root",
0193 shell:
0194 r"""
0195 if [[ "{wildcards.CAMPAIGN}" == "local" ]]; then
0196 set +e
0197 EPIC_VERSION="${{DETECTOR_VERSION:-}}"
0198 EICRECON_VERSION="$(eicrecon -v | sed -n -e 's/.*\(v[0-9\.]\+\).*/\\1/p')"
0199 # Legacy detection
0200 : ${{EPIC_VERSION:="$(echo $DETECTOR_PATH | sed -n -e 's/.*epic-\([^-/]\+\).*/\\1/p')"}}
0201 set -e
0202
0203 echo "ePIC version: $EPIC_VERSION"
0204 echo "EICrecon version: $EICRECON_VERSION"
0205 EXTRA_LEGEND="ePIC $EPIC_VERSION / EICrecon $EICRECON_VERSION"
0206 else
0207 EXTRA_LEGEND="ePIC Simulation {wildcards.CAMPAIGN}"
0208 fi
0209 cd {wildcards.CAMPAIGN}
0210 root -l -b -q ../{input.script_mom}'("pi-", {wildcards.ETA_MIN}, {wildcards.ETA_MAX}, 1., true, "'"$EXTRA_LEGEND"'")'
0211 root -l -b -q ../{input.script_dcaT}'("pi-", {wildcards.ETA_MIN}, {wildcards.ETA_MAX}, true, "'"$EXTRA_LEGEND"'")'
0212 root -l -b -q ../{input.script_dcaz}'("pi-", {wildcards.ETA_MIN}, {wildcards.ETA_MAX}, true, "'"$EXTRA_LEGEND"'")'
0213 """
0214
0215
0216 rule tracking_performance_debug_montage:
0217 input:
0218 expand(
0219 [
0220 "{{CAMPAIGN}}/Debug_Plots/{SEEDING}/pi-/mom/{SEEDING}_mom_resol_mom{MOMENTUM:.1f}_{{ETA_BIN}}.png",
0221 ],
0222 MOMENTUM=[0.5, 1.0, 2.0, 5.0, 10.0, 20.0],
0223 SEEDING=["truth", "real"],
0224 ),
0225 output:
0226 "{CAMPAIGN}/Debug_Plots/pi-/mom/mom_resol_debug_{ETA_BIN}.png",
0227 shell:
0228 """
0229 montage -mode concatenate {input} {output} || true
0230 ls {output}
0231 """
0232
0233
0234 TRACKING_PERFORMANCE_ETA_BINS = [-3.5, -2.5, -1.0, 1.0, 2.5, 3.5]
0235
0236 rule tracking_performance:
0237 input:
0238 expand(
0239 [
0240 "{{CAMPAIGN}}/Final_Results/pi-/mom/mom_resol_{ETA_BIN}.png",
0241 "{{CAMPAIGN}}/Final_Results/pi-/mom/mom_resol_{ETA_BIN}.root",
0242 "{{CAMPAIGN}}/Debug_Plots/pi-/mom/mom_resol_debug_{ETA_BIN}.png",
0243 ],
0244 ETA_BIN=[f"{eta_min:.1f}_eta_{eta_max:.1f}" for eta_min, eta_max in zip(TRACKING_PERFORMANCE_ETA_BINS[:-1], TRACKING_PERFORMANCE_ETA_BINS[1:])],
0245 ),
0246 lambda wildcards: branch(
0247 wildcards.CAMPAIGN == "local",
0248 then=[
0249 "local/epic_craterlake_tracking_only/pi-/1GeV/hitsxy_dd4hep.png",
0250 "local/epic_craterlake_tracking_only/pi-/1GeV/hitsxy_dd4hep.root",
0251 "local/epic_craterlake_tracking_only/pi-/1GeV/hitsrz_dd4hep.png",
0252 "local/epic_craterlake_tracking_only/pi-/1GeV/hitsrz_dd4hep.root",
0253 "local/epic_craterlake_tracking_only/pi-/1GeV/Nhits_vs_eta.png",
0254 "local/epic_craterlake_tracking_only/pi-/1GeV/Nhits_vs_eta.root",
0255 ],
0256 otherwise=[],
0257 )
0258 output:
0259 directory("results/tracking_performances/{CAMPAIGN}/")
0260 shell:
0261 """
0262 mkdir {output}
0263 cp {input} {output}
0264 """
0265
0266
0267 rule tracking_performance_local:
0268 input:
0269 "results/tracking_performances/local",
0270
0271
0272 rule tracking_performance_campaigns:
0273 input:
0274 expand(
0275 "results/tracking_performances/{CAMPAIGN}",
0276 CAMPAIGN=[
0277 "24.10.1",
0278 "25.04.1",
0279 ],
0280 )
