From ac74bc6b3c45af4f7cc315b59c34877addcc88d9 Mon Sep 17 00:00:00 2001
From: Dmitry Kalinkin <dmitry.kalinkin@gmail.com>
Date: Sat, 11 Jan 2025 15:06:08 -0500
Subject: [PATCH] zdc_*: enable caching
---
benchmarks/zdc_lambda/Snakefile | 41 ++++++++++++++++++++-----------
benchmarks/zdc_lyso/Snakefile | 16 +++++++++---
benchmarks/zdc_neutron/config.yml | 6 ++---
benchmarks/zdc_photon/Snakefile | 39 ++++++++++++++++++-----------
benchmarks/zdc_pi0/Snakefile | 41 ++++++++++++++++++++-----------
benchmarks/zdc_sigma/Snakefile | 41 ++++++++++++++++++++-----------
6 files changed, 119 insertions(+), 65 deletions(-)
diff --git a/benchmarks/zdc_lambda/Snakefile b/benchmarks/zdc_lambda/Snakefile
index 08158fb8..d4f89fac 100644
--- a/benchmarks/zdc_lambda/Snakefile
+++ b/benchmarks/zdc_lambda/Snakefile
@@ -1,31 +1,37 @@
rule zdc_lambda_generate:
input:
script="benchmarks/zdc_lambda/analysis/gen_lambda_decay.cxx",
- params:
- NEVENTS_GEN=1000,
output:
- GEN_FILE="sim_output/zdc_lambda/lambda_decay_{P}GeV.hepmc"
+ GEN_FILE="sim_output/zdc_lambda/lambda_decay_{P}GeV.hepmc",
+ params:
+ N_EVENTS=1000,
shell:
"""
-root -l -b -q '{input.script}({params.NEVENTS_GEN},0,"{output.GEN_FILE}",{wildcards.P},{wildcards.P})'
+root -l -b -q '{input.script}({params.N_EVENTS},0,"{output.GEN_FILE}",{wildcards.P},{wildcards.P})'
"""
rule zdc_lambda_simulate:
input:
GEN_FILE="sim_output/zdc_lambda/lambda_decay_{P}GeV.hepmc",
warmup="warmup/{DETECTOR_CONFIG}.edm4hep.root",
- params:
- PHYSICS_LIST="FTFP_BERT"
+ geometry_lib=find_epic_libraries(),
output:
- SIM_FILE="sim_output/zdc_lambda/{DETECTOR_CONFIG}_sim_lambda_dec_{P}GeV_{INDEX}.edm4hep.root"
+ SIM_FILE="sim_output/zdc_lambda/{DETECTOR_CONFIG}_sim_lambda_dec_{P}GeV_{INDEX}.edm4hep.root",
+ params:
+ N_EVENTS=200,
+ PHYSICS_LIST="FTFP_BERT",
+ DETECTOR_PATH=os.environ["DETECTOR_PATH"],
+ DETECTOR_CONFIG=lambda wildcards: wildcards.DETECTOR_CONFIG,
+ DD4HEP_HASH=get_spack_package_hash("dd4hep"),
+ NPSIM_HASH=get_spack_package_hash("npsim"),
+ cache: True
shell:
"""
-NEVENTS_SIM=200
# Running simulation
npsim \
- --compactFile $DETECTOR_PATH/{wildcards.DETECTOR_CONFIG}.xml \
- --skipNEvents $(( $NEVENTS_SIM * {wildcards.INDEX} )) \
- --numberOfEvents $NEVENTS_SIM \
+ --compactFile {params.DETECTOR_PATH}/{params.DETECTOR_CONFIG}.xml \
+ --skipNEvents $(( {params.N_EVENTS} * {wildcards.INDEX} )) \
+ --numberOfEvents {params.N_EVENTS} \
--physicsList {params.PHYSICS_LIST} \
--inputFiles {input.GEN_FILE} \
--outputFile {output.SIM_FILE}
@@ -33,13 +39,18 @@ npsim \
rule zdc_lambda_recon:
input:
- SIM_FILE="sim_output/zdc_lambda/{DETECTOR_CONFIG}_sim_lambda_dec_{P}GeV_{INDEX}.edm4hep.root"
+ SIM_FILE="sim_output/zdc_lambda/{DETECTOR_CONFIG}_sim_lambda_dec_{P}GeV_{INDEX}.edm4hep.root",
output:
- REC_FILE="sim_output/zdc_lambda/{DETECTOR_CONFIG}_rec_lambda_dec_{P}GeV_{INDEX}.edm4eic.root"
+ REC_FILE="sim_output/zdc_lambda/{DETECTOR_CONFIG}_rec_lambda_dec_{P}GeV_{INDEX}.edm4eic.root",
+ params:
+ N_EVENTS=200,
+ DETECTOR_CONFIG=lambda wildcards: wildcards.DETECTOR_CONFIG,
+ EICRECON_HASH=get_spack_package_hash("eicrecon"),
+ cache: True
shell:
"""
-NEVENTS_REC=200
-eicrecon {input.SIM_FILE} -Ppodio:output_file={output.REC_FILE} -Pdd4hep:xml_files=$DETECTOR_PATH/{wildcards.DETECTOR_CONFIG}.xml -Ppodio:output_collections=MCParticles,HcalFarForwardZDCClusters,HcalFarForwardZDCRecHits,HcalFarForwardZDCSubcellHits -Pjana:nevents=$NEVENTS_REC
+env DETECTOR_CONFIG={params.DETECTOR_CONFIG} \
+ eicrecon {input.SIM_FILE} -Ppodio:output_file={output.REC_FILE} -Ppodio:output_collections=MCParticles,HcalFarForwardZDCClusters,HcalFarForwardZDCRecHits,HcalFarForwardZDCSubcellHits -Pjana:nevents={params.N_EVENTS}
"""
rule zdc_lambda_analysis:
diff --git a/benchmarks/zdc_lyso/Snakefile b/benchmarks/zdc_lyso/Snakefile
index 4e79e227..cb77131e 100644
--- a/benchmarks/zdc_lyso/Snakefile
+++ b/benchmarks/zdc_lyso/Snakefile
@@ -20,18 +20,24 @@ rule zdc_lyso_sim:
input:
hepmcfile="data/{PARTICLE}_{BEAM_ENERGY}GeV_theta_{THETA_MIN}deg_thru_{THETA_MAX}deg.hepmc",
warmup="warmup/{DETECTOR_CONFIG}.edm4hep.root",
+ geometry_lib=find_epic_libraries(),
output:
"sim_output/zdc_lyso/{DETECTOR_CONFIG}_{PARTICLE}_{BEAM_ENERGY}GeV_theta_{THETA_MIN}deg_thru_{THETA_MAX}deg.edm4hep.root",
log:
"sim_output/zdc_lyso/{DETECTOR_CONFIG}_{PARTICLE}_{BEAM_ENERGY}GeV_theta_{THETA_MIN}deg_thru_{THETA_MAX}deg.edm4hep.root.log",
params:
num_events=1000,
+ DETECTOR_PATH=os.environ["DETECTOR_PATH"],
+ DETECTOR_CONFIG=lambda wildcards: wildcards.DETECTOR_CONFIG,
+ DD4HEP_HASH=get_spack_package_hash("dd4hep"),
+ NPSIM_HASH=get_spack_package_hash("npsim"),
+ cache: True
shell:
"""
npsim \
--runType batch \
-v WARNING \
- --compactFile $DETECTOR_PATH/{wildcards.DETECTOR_CONFIG}.xml \
+ --compactFile {params.DETECTOR_PATH}/{params.DETECTOR_CONFIG}.xml \
--numberOfEvents {params.num_events} \
--inputFiles {input.hepmcfile} \
--outputFile {output}
@@ -45,10 +51,14 @@ rule zdc_lyso_reco:
"sim_output/zdc_lyso/{DETECTOR_CONFIG}_{PARTICLE}_{BEAM_ENERGY}GeV_theta_{THETA_MIN}deg_thru_{THETA_MAX}deg.eicrecon.tree.edm4eic.root",
log:
"sim_output/zdc_lyso/{DETECTOR_CONFIG}_{PARTICLE}_{BEAM_ENERGY}GeV_theta_{THETA_MIN}deg_thru_{THETA_MAX}deg.eicrecon.tree.edm4eic.root.log",
+ params:
+ DETECTOR_CONFIG=lambda wildcards: wildcards.DETECTOR_CONFIG,
+ EICRECON_HASH=get_spack_package_hash("eicrecon"),
+ cache: True
shell:
"""
-eicrecon -Ppodio:output_collections=HcalFarForwardZDCRawHits,HcalFarForwardZDCRecHits,HcalFarForwardZDCClusters,EcalFarForwardZDCRawHits,EcalFarForwardZDCRecHits,EcalFarForwardZDCClusters,MCParticles {input}
-mv podio_output.root {output}
+env DETECTOR_CONFIG={params.DETECTOR_CONFIG} \
+ eicrecon -Ppodio:output_file={output} -Ppodio:output_collections=HcalFarForwardZDCRawHits,HcalFarForwardZDCRecHits,HcalFarForwardZDCClusters,EcalFarForwardZDCRawHits,EcalFarForwardZDCRecHits,EcalFarForwardZDCClusters,MCParticles {input}
"""
diff --git a/benchmarks/zdc_neutron/config.yml b/benchmarks/zdc_neutron/config.yml
index 715a9b20..ca804304 100644
--- a/benchmarks/zdc_neutron/config.yml
+++ b/benchmarks/zdc_neutron/config.yml
@@ -2,7 +2,7 @@ sim:zdc_neutron:
extends: .det_benchmark
stage: simulate
script:
- - snakemake --cache --cores 1 sim_output/zdc_neutron/epic_craterlake/fwd_neutrons.edm4eic.root
+ - snakemake $SNAKEMAKE_FLAGS --cores 5 sim_output/zdc_neutron/epic_craterlake/fwd_neutrons.edm4eic.root
retry:
max: 2
when:
@@ -14,7 +14,7 @@ bench:zdc_neutron:
needs:
- ["sim:zdc_neutron"]
script:
- - snakemake --cores 1 results/zdc_neutron/epic_craterlake/fwd_neutrons_geant.pdf
+ - snakemake $SNAKEMAKE_FLAGS --cores 1 results/zdc_neutron/epic_craterlake/fwd_neutrons_geant.pdf
collect_results:zdc_neutron:
extends: .det_benchmark
@@ -24,7 +24,7 @@ collect_results:zdc_neutron:
script:
- ls -lrht
- mv results{,_save}/ # move results directory out of the way to preserve it
- - snakemake --cores 1 --delete-all-output results/zdc_neutron/epic_craterlake/fwd_neutrons_geant.pdf
+ - snakemake $SNAKEMAKE_FLAGS --cores 1 --delete-all-output results/zdc_neutron/epic_craterlake/fwd_neutrons_geant.pdf
- mv results{_save,}/
# convert to png
- |
diff --git a/benchmarks/zdc_photon/Snakefile b/benchmarks/zdc_photon/Snakefile
index 6963ed7f..3e653a13 100644
--- a/benchmarks/zdc_photon/Snakefile
+++ b/benchmarks/zdc_photon/Snakefile
@@ -1,35 +1,41 @@
rule zdc_photon_generate:
input:
script="benchmarks/zdc_photon/analysis/gen_particles.cxx",
+ output:
+ GEN_FILE="sim_output/zdc_photon/zdc_photon_{P}GeV.hepmc",
params:
th_max=0.23,
- th_min=0
- output:
- GEN_FILE="sim_output/zdc_photon/zdc_photon_{P}GeV.hepmc"
+ th_min=0,
+ N_EVENTS=1000,
shell:
"""
-NEVENTS_GEN=200
mkdir -p sim_output/zdc_photon
-root -l -b -q '{input.script}('$NEVENTS_GEN',"{output.GEN_FILE}", "gamma", {params.th_min}, {params.th_max}, 0., 360., {wildcards.P})'
+root -l -b -q '{input.script}('{params.N_EVENTS}',"{output.GEN_FILE}", "gamma", {params.th_min}, {params.th_max}, 0., 360., {wildcards.P})'
"""
rule zdc_photon_simulate:
input:
GEN_FILE="sim_output/zdc_photon/zdc_photon_{P}GeV.hepmc",
warmup="warmup/{DETECTOR_CONFIG}.edm4hep.root",
- params:
- PHYSICS_LIST="FTFP_BERT"
+ geometry_lib=find_epic_libraries(),
output:
- SIM_FILE="sim_output/zdc_photon/{DETECTOR_CONFIG}_sim_zdc_photon_{P}GeV_{INDEX}.edm4hep.root"
+ SIM_FILE="sim_output/zdc_photon/{DETECTOR_CONFIG}_sim_zdc_photon_{P}GeV_{INDEX}.edm4hep.root",
+ params:
+ N_EVENTS=200,
+ PHYSICS_LIST="FTFP_BERT",
+ DETECTOR_PATH=os.environ["DETECTOR_PATH"],
+ DETECTOR_CONFIG=lambda wildcards: wildcards.DETECTOR_CONFIG,
+ DD4HEP_HASH=get_spack_package_hash("dd4hep"),
+ NPSIM_HASH=get_spack_package_hash("npsim"),
+ cache: True
shell:
"""
# Running simulation
-NEVENTS_SIM=200
npsim \
- --compactFile $DETECTOR_PATH/{wildcards.DETECTOR_CONFIG}.xml \
+ --compactFile {params.DETECTOR_PATH}/{params.DETECTOR_CONFIG}.xml \
--physicsList {params.PHYSICS_LIST} \
- --skipNEvents $(( $NEVENTS_SIM * {wildcards.INDEX} )) \
- --numberOfEvents $NEVENTS_SIM \
+ --skipNEvents $(( {params.N_EVENTS} * {wildcards.INDEX} )) \
+ --numberOfEvents {params.N_EVENTS} \
--inputFiles {input.GEN_FILE} \
--outputFile {output.SIM_FILE}
"""
@@ -39,10 +45,15 @@ rule zdc_photon_recon:
SIM_FILE="sim_output/zdc_photon/{DETECTOR_CONFIG}_sim_zdc_photon_{P}GeV_{INDEX}.edm4hep.root"
output:
REC_FILE="sim_output/zdc_photon/{DETECTOR_CONFIG}_rec_zdc_photon_{P}GeV_{INDEX}.edm4eic.root"
+ params:
+ N_EVENTS=200,
+ DETECTOR_CONFIG=lambda wildcards: wildcards.DETECTOR_CONFIG,
+ EICRECON_HASH=get_spack_package_hash("eicrecon"),
+ cache: True
shell:
"""
-NEVENTS_REC=200
-eicrecon {input.SIM_FILE} -Ppodio:output_file={output.REC_FILE} -Pdd4hep:xml_files=$DETECTOR_PATH/{wildcards.DETECTOR_CONFIG}.xml -Ppodio:output_collections=MCParticles,HcalFarForwardZDCRecHits,HcalFarForwardZDCClusters,HcalFarForwardZDCSubcellHits -Pjana:nevents=$NEVENTS_REC
+env DETECTOR_CONFIG={params.DETECTOR_CONFIG} \
+ eicrecon {input.SIM_FILE} -Ppodio:output_file={output.REC_FILE} -Ppodio:output_collections=MCParticles,HcalFarForwardZDCRecHits,HcalFarForwardZDCClusters,HcalFarForwardZDCSubcellHits -Pjana:nevents={params.N_EVENTS}
"""
rule zdc_photon_analysis:
diff --git a/benchmarks/zdc_pi0/Snakefile b/benchmarks/zdc_pi0/Snakefile
index 7c82f743..320a20f3 100644
--- a/benchmarks/zdc_pi0/Snakefile
+++ b/benchmarks/zdc_pi0/Snakefile
@@ -1,32 +1,38 @@
rule zdc_pi0_generate:
input:
script="benchmarks/zdc_pi0/analysis/gen_pi0_decay.cxx",
- params:
- NEVENTS_GEN=1000,
output:
- GEN_FILE="sim_output/zdc_pi0/zdc_pi0_{P}GeV.hepmc"
+ GEN_FILE="sim_output/zdc_pi0/zdc_pi0_{P}GeV.hepmc",
+ params:
+ N_EVENTS=1000,
shell:
"""
mkdir -p sim_output/zdc_pi0
-root -l -b -q '{input.script}({params.NEVENTS_GEN},0,"{output.GEN_FILE}",{wildcards.P},{wildcards.P})'
+root -l -b -q '{input.script}({params.N_EVENTS},0,"{output.GEN_FILE}",{wildcards.P},{wildcards.P})'
"""
rule zdc_pi0_simulate:
input:
GEN_FILE="sim_output/zdc_pi0/zdc_pi0_{P}GeV.hepmc",
warmup="warmup/{DETECTOR_CONFIG}.edm4hep.root",
- params:
- PHYSICS_LIST="FTFP_BERT"
+ geometry_lib=find_epic_libraries(),
output:
- SIM_FILE="sim_output/zdc_pi0/{DETECTOR_CONFIG}_sim_zdc_pi0_{P}GeV_{INDEX}.edm4hep.root"
+ SIM_FILE="sim_output/zdc_pi0/{DETECTOR_CONFIG}_sim_zdc_pi0_{P}GeV_{INDEX}.edm4hep.root",
+ params:
+ N_EVENTS=200,
+ PHYSICS_LIST="FTFP_BERT",
+ DETECTOR_PATH=os.environ["DETECTOR_PATH"],
+ DETECTOR_CONFIG=lambda wildcards: wildcards.DETECTOR_CONFIG,
+ DD4HEP_HASH=get_spack_package_hash("dd4hep"),
+ NPSIM_HASH=get_spack_package_hash("npsim"),
+ cache: True
shell:
"""
-NEVENTS_SIM=200
# Running simulation
npsim \
- --compactFile $DETECTOR_PATH/{wildcards.DETECTOR_CONFIG}.xml \
- --skipNEvents $(( $NEVENTS_SIM * {wildcards.INDEX} )) \
- --numberOfEvents $NEVENTS_SIM \
+ --compactFile {params.DETECTOR_PATH}/{params.DETECTOR_CONFIG}.xml \
+ --skipNEvents $(( {params.N_EVENTS} * {wildcards.INDEX} )) \
+ --numberOfEvents {params.N_EVENTS} \
--physicsList {params.PHYSICS_LIST} \
--inputFiles {input.GEN_FILE} \
--outputFile {output.SIM_FILE}
@@ -34,13 +40,18 @@ npsim \
rule zdc_pi0_recon:
input:
- SIM_FILE="sim_output/zdc_pi0/{DETECTOR_CONFIG}_sim_zdc_pi0_{P}GeV_{INDEX}.edm4hep.root"
+ SIM_FILE="sim_output/zdc_pi0/{DETECTOR_CONFIG}_sim_zdc_pi0_{P}GeV_{INDEX}.edm4hep.root",
output:
- REC_FILE="sim_output/zdc_pi0/{DETECTOR_CONFIG}_rec_zdc_pi0_{P}GeV_{INDEX}.edm4eic.root"
+ REC_FILE="sim_output/zdc_pi0/{DETECTOR_CONFIG}_rec_zdc_pi0_{P}GeV_{INDEX}.edm4eic.root",
+ params:
+ N_EVENTS=200,
+ DETECTOR_CONFIG=lambda wildcards: wildcards.DETECTOR_CONFIG,
+ EICRECON_HASH=get_spack_package_hash("eicrecon"),
+ cache: True
shell:
"""
-NEVENTS_REC=200
-eicrecon {input.SIM_FILE} -Ppodio:output_file={output.REC_FILE} -Pdd4hep:xml_files=$DETECTOR_PATH/{wildcards.DETECTOR_CONFIG}.xml -Ppodio:output_collections=MCParticles,HcalFarForwardZDCRecHits,HcalFarForwardZDCClusters,HcalFarForwardZDCSubcellHits -Pjana:nevents=$NEVENTS_REC
+env DETECTOR_CONFIG={params.DETECTOR_CONFIG} \
+ eicrecon {input.SIM_FILE} -Ppodio:output_file={output.REC_FILE} -Ppodio:output_collections=MCParticles,HcalFarForwardZDCRecHits,HcalFarForwardZDCClusters,HcalFarForwardZDCSubcellHits -Pjana:nevents={params.N_EVENTS}
"""
rule zdc_pi0_analysis:
diff --git a/benchmarks/zdc_sigma/Snakefile b/benchmarks/zdc_sigma/Snakefile
index 1f93e275..b7836e82 100644
--- a/benchmarks/zdc_sigma/Snakefile
+++ b/benchmarks/zdc_sigma/Snakefile
@@ -1,31 +1,37 @@
rule zdc_sigma_generate:
input:
script="benchmarks/zdc_sigma/analysis/gen_sigma_decay.cxx",
- params:
- NEVENTS_GEN=100000,
output:
- GEN_FILE="sim_output/zdc_sigma/sigma_decay_{P}GeV.hepmc"
+ GEN_FILE="sim_output/zdc_sigma/sigma_decay_{P}GeV.hepmc",
+ params:
+ N_EVENTS=100000,
shell:
"""
-root -l -b -q '{input.script}({params.NEVENTS_GEN},0,"{output.GEN_FILE}",{wildcards.P},{wildcards.P})'
+root -l -b -q '{input.script}({params.N_EVENTS},0,"{output.GEN_FILE}",{wildcards.P},{wildcards.P})'
"""
rule zdc_sigma_simulate:
input:
GEN_FILE="sim_output/zdc_sigma/sigma_decay_{P}GeV.hepmc",
warmup="warmup/{DETECTOR_CONFIG}.edm4hep.root",
- params:
- PHYSICS_LIST="FTFP_BERT"
+ geometry_lib=find_epic_libraries(),
output:
- SIM_FILE="sim_output/zdc_sigma/{DETECTOR_CONFIG}_sim_sigma_dec_{P}GeV_{INDEX}.edm4hep.root"
+ SIM_FILE="sim_output/zdc_sigma/{DETECTOR_CONFIG}_sim_sigma_dec_{P}GeV_{INDEX}.edm4hep.root",
+ params:
+ N_EVENTS=200,
+ PHYSICS_LIST="FTFP_BERT",
+ DETECTOR_PATH=os.environ["DETECTOR_PATH"],
+ DETECTOR_CONFIG=lambda wildcards: wildcards.DETECTOR_CONFIG,
+ DD4HEP_HASH=get_spack_package_hash("dd4hep"),
+ NPSIM_HASH=get_spack_package_hash("npsim"),
+ cache: True
shell:
"""
-NEVENTS_SIM=200
# Running simulation
npsim \
- --compactFile $DETECTOR_PATH/{wildcards.DETECTOR_CONFIG}.xml \
- --skipNEvents $(( $NEVENTS_SIM * {wildcards.INDEX} )) \
- --numberOfEvents $NEVENTS_SIM \
+ --compactFile {params.DETECTOR_PATH}/{params.DETECTOR_CONFIG}.xml \
+ --skipNEvents $(( {params.N_EVENTS} * {wildcards.INDEX} )) \
+ --numberOfEvents {params.N_EVENTS} \
--physicsList {params.PHYSICS_LIST} \
--inputFiles {input.GEN_FILE} \
--outputFile {output.SIM_FILE}
@@ -33,13 +39,18 @@ npsim \
rule zdc_sigma_recon:
input:
- SIM_FILE="sim_output/zdc_sigma/{DETECTOR_CONFIG}_sim_sigma_dec_{P}GeV_{INDEX}.edm4hep.root"
+ SIM_FILE="sim_output/zdc_sigma/{DETECTOR_CONFIG}_sim_sigma_dec_{P}GeV_{INDEX}.edm4hep.root",
output:
- REC_FILE="sim_output/zdc_sigma/{DETECTOR_CONFIG}_rec_sigma_dec_{P}GeV_{INDEX}.edm4eic.root"
+ REC_FILE="sim_output/zdc_sigma/{DETECTOR_CONFIG}_rec_sigma_dec_{P}GeV_{INDEX}.edm4eic.root",
+ params:
+ N_EVENTS=200,
+ DETECTOR_CONFIG=lambda wildcards: wildcards.DETECTOR_CONFIG,
+ EICRECON_HASH=get_spack_package_hash("eicrecon"),
+ cache: True
shell:
"""
-NEVENTS_REC=200
-eicrecon {input.SIM_FILE} -Ppodio:output_file={output.REC_FILE} -Pdd4hep:xml_files=$DETECTOR_PATH/{wildcards.DETECTOR_CONFIG}.xml -Ppodio:output_collections=MCParticles,HcalFarForwardZDCClusters,HcalFarForwardZDCRecHits,HcalFarForwardZDCSubcellHits -Pjana:nevents=$NEVENTS_REC
+env DETECTOR_CONFIG={params.DETECTOR_CONFIG} \
+ eicrecon {input.SIM_FILE} -Ppodio:output_file={output.REC_FILE} -Ppodio:output_collections=MCParticles,HcalFarForwardZDCClusters,HcalFarForwardZDCRecHits,HcalFarForwardZDCSubcellHits -Pjana:nevents={params.N_EVENTS}
"""
rule zdc_sigma_analysis:
--
GitLab