diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml index 5235de61..2d9daabb 100644 --- a/.github/workflows/ci.yml +++ b/.github/workflows/ci.yml @@ -140,8 +140,8 @@ jobs: fail-fast: true matrix: include: - - { id: epic_latest, options: --version epic.latest --limit 20 --detector brycecanyon --no-radcor } - - { id: epic_previous, options: --version epic.previous --limit 20 --detector brycecanyon --no-radcor } + - { id: epic_latest, options: --version epic.latest --limit 20 --detector craterlake --no-radcor } + - { id: epic_previous, options: --version epic.previous --limit 20 --detector craterlake --no-radcor } - { id: ecce, options: --version ecce.22.1 --limit 40 } - { id: athena, options: --version athena.deathvalley-v1.0 --limit 20 } steps: diff --git a/hpc/README.md b/hpc/README.md index 82c15c10..746505a1 100644 --- a/hpc/README.md +++ b/hpc/README.md @@ -12,6 +12,30 @@ issues; you are welcome to contribute your own scripts to support your preferred It is highly recommended to test jobs with small samples, before launching a full-scale analysis on all available data. +# Pipeline Automation + +The `hpc` toolkit has a built-in macro for streamlining analysis across many campaigns, Q2 ranges, energy configurations, and even detector setups. The pipeline's aim is to automate the following steps entirely on Jefferson Lab's slurm system: + +1. Creation of the main s3 `.config` file (typically stored in `datarec/`) +2. Calculation of the number of events stored within each `s3` file's TTree (used for calculating event-by-event weights). These are also cached in `hpc/nevents_databases` for faster computation of future pipelines. +3. Splitting of the main s3 `.config` file into batches (for parallel computing). +4. Execution of the analysis macro for each batched `.config` file +5. Merging of the output analysis `.root` files into a single `analysis.root` file + +The script that handles the pipeline is `run-local-slurm-pipeline.rb`. The user should edit this script with the desired configurations. These include the campaigns, the energies of interest within those campaigns, the detector configuration, the number of files from `s3` to analyze (per Q2 range) and the number of root files which are analyzed per slurm job. By default, several of these parameters will trip the error handler until the user sets them accordingly. + +We note that the calculation of the `nevents` for each s3 `TTree`, albeit time-consuming, is very important for our parallel computing needs. This is because the event-by-event Q2weights depend on how many total events are simulated for each Q2 range. Since we are batching the main s3 `.config` into smaller chunks, this information is lost unless we calculate the number of events before running the analysis. These event counts are then used to set manual weights in the batched `.config` files. + +To run the pipeline: + +``` +hpc/run-local-slurm-pipeline.rb +``` + +Optionally, you can use the `--overwrite` flag to skip the query to delete pre-existing project files. + +There are several known issues to be aware of pertaining to memory usage. If `NROOT_FILES_PER_JOB` is too large, then the per job memory allocation listed in `run-local-slurm.rb` may be too small to create the ROOT TTree's from the analysis macro. Additionally, the merging of all ROOT TFile's into one may run out of memory. This would be limited by the memory allocation listed in the pipeline job created by `run-local-slurm-pipeline.rb`. It is set to `4000mb` now which is reasonable and should not run out of memory. + ## 1. Preparation ```bash hpc/prepare.rb @@ -21,6 +45,15 @@ file into one `config` file per `ROOT` file; these `config` files can each be fe macro. Total yields per Q2 bin are automatically obtained and stored in all `config` files, to make sure the resulting Q2 weights are correct for the combined set of files. +Alternatively, one can split the starting `config` file into multiple `config` files where the user specifies (as a third argument) the number of `ROOT` files per `config`. To do so, one would utilize the following script. + +```bash +hpc/prepare-multi-roots.rb +``` + + + + ## 2. Run Jobs This step depends on where you want to run jobs. In general, output ROOT files will be written to a user-specified subdirectory of `out/`. diff --git a/hpc/nevents_databases/RECO/23.10.0/epic_craterlake/DIS/NC/10x100/minQ2=1/data.csv b/hpc/nevents_databases/RECO/23.10.0/epic_craterlake/DIS/NC/10x100/minQ2=1/data.csv new file mode 100644 index 00000000..6bc12600 --- /dev/null +++ b/hpc/nevents_databases/RECO/23.10.0/epic_craterlake/DIS/NC/10x100/minQ2=1/data.csv @@ -0,0 +1,4524 @@ +s3https://eics3.sdcc.bnl.gov:9000/eictest/EPIC/RECO/23.10.0/epic_craterlake/DIS/NC/10x100/minQ2=1/pythia8NCDIS_10x100_minQ2=1_beamEffects_xAngle=-0.025_hiDiv_4.0759.eicrecon.tree.edm4eic.root,1104 +s3https://eics3.sdcc.bnl.gov:9000/eictest/EPIC/RECO/23.10.0/epic_craterlake/DIS/NC/10x100/minQ2=1/pythia8NCDIS_10x100_minQ2=1_beamEffects_xAngle=-0.025_hiDiv_5.0690.eicrecon.tree.edm4eic.root,1104 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+RootFilesPerConfig = RootFilesPerConfig.to_i +if RootFilesPerConfig <= 0 + $stderr.puts "Error: root_files_per_config must be a positive integer" + exit 3 +end + +# clean output directory +puts "\nCleaning #{OutDirN} ..." +FileUtils.mkdir_p OutDirN +FileUtils.rm_f Dir.glob("#{OutDirN}/*config.part"), verbose: true + + +# create config.template file, which we will use to generate config.part files +# - the template file is a copy of the essential parts of the config file +# - special strings that match the regex /__.*__/ will be modified when generating +# config.part files from the template +templateFileN = ConfigFileN + '.template' +templateFile = File.open templateFileN, 'w' +configFileHash = Hash.new +numEventsHash = Hash.new +readingFileList = false +rootFileNum = 0 +q2key = Proc.new{ configFileHash[':q2min'] + '_' + configFileHash[':q2max'] } +puts "\nParsing #{ConfigFileN} and counting the number of events ..." +File.open(ConfigFileN).readlines.each do |line_in| + + # remove comments and newlines + line = line_in.gsub(/#.*/,'').chomp + + # parse line: if key-value pair + if line.match? /^:/ + + # if already reading a list of ROOT files, reset some settings for this Q2 range + if readingFileList or configFileHash.size==0 + configFileHash[':q2min'] = '1.0' + configFileHash[':q2max'] = '0.0' + configFileHash[':crossSection'] = '0.0' + templateFile.puts ":endGroup\n\n" if readingFileList + readingFileList = false + end + + # add this key-value pair to the hash + key = line.split.first + val = line.split[1..-1].join ' ' + configFileHash[key] = val + + # add to config.template file + templateFile.puts line + + # parse line: if a ROOT file, produce a new config.part file + elsif line.match? /\.root/ + rootFile = line.split.first + + # get the number of events in this ROOT file + if numEventsHash[q2key.call].nil? + numEventsHash[q2key.call] = { + :numEvents => 0, + } + end + + + # add ROOT file to template and prepare to parse the next line + templateFile.puts "__ROOT_#{rootFileNum}__ #{rootFile}" + readingFileList = true + rootFileNum += 1 + + end # end parsing +end # end loop over config file lines +templateFile.puts ":endGroup" +templateFile.close + +# generate config.part files from the template +puts "\nParsing #{templateFileN} to generate config.part files ..." + +rootFile = nil # Declare rootFile here +created_files = [] # Array to store the names of created files + +template_line_data = [] +current_q2_min = "" +current_q2_xsec = "" +eleBeamEn = "" +ionBeamEn = "" +crossingAngle = "" + +# Parse through the templateFile +# While getting the numEvents for each ROOT file, check with a locally stored +# database for improved speed. If the numEvents is not found, add it to the database + +# File.open(templateFileN, 'r') do |templateFile| +# templateFile.each do |line| +# line.strip! +# next if line.empty? + + +# # Capture the values of :eleBeamEn, :ionBeamEn, and :crossingAngle +# if line.start_with?(":eleBeamEn") +# eleBeamEn = line +# elsif line.start_with?(":ionBeamEn") +# ionBeamEn = line +# elsif line.start_with?(":crossingAngle") +# crossingAngle = line +# elsif line.start_with?(":q2min") +# current_q2_min = line +# elsif line.start_with?(":crossSection") +# current_q2_xsec = line +# elsif line.include?("__ROOT_") +# rootFileN = line.split(" ")[1] +# puts "Counting events in #{rootFileN}" +# numEvents = `hpc/src/count_events.exe #{rootFileN}`.chomp.to_i +# puts " => #{numEvents} events" +# template_line_data << [current_q2_min, current_q2_xsec, numEvents, rootFileN] +# end +# end +# end + +def create_directory_structure(base_path, subdirs) + dir_path = File.join(base_path, *subdirs) + FileUtils.mkdir_p(dir_path) unless Dir.exist?(dir_path) + dir_path +end + +def file_exists_in_csv?(filename, csv_file) + return false unless File.exist?(csv_file) + CSV.foreach(csv_file) do |row| + return true if row[0] == filename + end + false +end + +def get_num_events_from_csv(filename, csv_file) + CSV.foreach(csv_file) do |row| + return row[1].to_i if row[0] == filename + end +end + +base_path = 'hpc/nevents_databases' + +File.open(templateFileN, 'r') do |templateFile| + templateFile.each do |line| + line.strip! + next if line.empty? + # Capture the values of :eleBeamEn, :ionBeamEn, and :crossingAngle + if line.start_with?(":eleBeamEn") + eleBeamEn = line + elsif line.start_with?(":ionBeamEn") + ionBeamEn = line + elsif line.start_with?(":crossingAngle") + crossingAngle = line + elsif line.start_with?(":q2min") + current_q2_min = line + elsif line.start_with?(":crossSection") + current_q2_xsec = line + elsif line.include?("__ROOT_") + rootFileN = line.split(" ")[1] + basename = File.basename(rootFileN) + + # Extract directory names from rootFileN + path_parts = rootFileN.split('/').slice(5, 7) # Adjust indices as needed + dir_path = create_directory_structure(base_path, path_parts) + csv_file = File.join(dir_path, 'data.csv') + + # Check if rootFileN exists in the CSV + if file_exists_in_csv?(rootFileN, csv_file) + numEvents = get_num_events_from_csv(rootFileN, csv_file) + puts "Retrieved #{numEvents} events for #{basename} from database" + else + puts "Counting events in #{basename}" + modified_rootFileN = rootFileN.gsub('s3https://eics3.sdcc.bnl.gov:9000/eictest/', 'root://dtn-eic.jlab.org//work/eic2/') + numEvents = `hpc/src/count_events.exe #{modified_rootFileN}`.chomp.to_i + puts " => #{numEvents} events" + + # Append to CSV in the corresponding directory + CSV.open(csv_file, 'a') do |csv| + csv << [rootFileN, numEvents] + end + end + + template_line_data << [current_q2_min, current_q2_xsec, numEvents, rootFileN] + end + end +end + +# Calculate the Weights for the Monte Carlo +# These will be manually inserted into the config files +q2bank = {} +max_q2_xsec_value = 0 + +template_line_data.each do |data| + current_q2_min, current_q2_xsec, numEvents, _ = data + + # Numerical values for the q2min and q2xsec + q2_min_value = current_q2_min.split(" ")[1].to_f + q2_xsec_value = current_q2_xsec.split(" ")[1].to_f + max_q2_xsec_value = q2_xsec_value if q2_xsec_value>max_q2_xsec_value + + unless q2bank.has_key?(q2_min_value.to_s) + q2bank[q2_min_value.to_s] = { + "xsec" => q2_xsec_value, + "numEvents" => 0, + "Weight" => 0 + } + end + q2bank[q2_min_value.to_s]["numEvents"] += numEvents +end + +entriesTotal = 0 +q2bank.each do |key, value| + entriesTotal += value["numEvents"] +end + +lumiTotal = entriesTotal / max_q2_xsec_value + +q2bank.each do |keyi, valuei| + q2min_i = keyi.to_f + q2max_i = 1000000 # Default, currently only analyzing q2 value with only specified minimum + lumiThis=0 + # check if Q2 range `j` contains the Q2 range `i`; if so, include its luminosity + q2bank.each do |keyj, valuej| + q2min_j = keyj.to_f + q2max_j = q2max_i + if q2min_i >= q2min_j and q2min_i<=q2max_j and q2max_i >= q2min_j and q2max_i <= q2max_j + lumiThis += valuej["numEvents"] / valuej["xsec"] + end + end + valuei["Weight"] = lumiTotal / lumiThis + valuei["Weight"] = sprintf("%.10f", valuei["Weight"]) # reformat to remove things like 5E-5 + +end + + +i = 0 +root_files_accumulated = 0 +part_file_index = 0 +created_files = [] +# Generate config files for each small batch + +loop do + data = template_line_data[i] + current_q2_min, current_q2_xsec, numEvents, _ = data + + # Numerical values for the q2min and q2xsec + q2_min_value = current_q2_min.split(" ")[1].to_f + q2_xsec_value = current_q2_xsec.split(" ")[1].to_f + q2_weight = q2bank[q2_min_value.to_s]["Weight"] + + if root_files_accumulated.zero? + @partFileN = OutDirN + '/' + File.basename(ConfigFileN).sub(/\.config$/, '') + ".%07d.config.part" % [part_file_index] + @partFile = File.open(@partFileN, 'w') + @partFile.puts eleBeamEn + @partFile.puts ionBeamEn + @partFile.puts crossingAngle + @partFile.puts ":totalCrossSection ???" + part_file_index += 1 + end + i += 1 + root_files_accumulated += 1 + + @partFile.puts data[0] + @partFile.puts data[1] + @partFile.puts ":Weight #{q2_weight}" + @partFile.puts data[3] + + @partFile.puts "\n" + + if root_files_accumulated == RootFilesPerConfig || i == rootFileNum + # Because of Analysis::GetEventQ2Idx() in Analysis.cxx, we need to + # include the Q2weights of all files in the simulation, even if the batch only + # contains 1 range + q2bank.each do |key, value| + @partFile.puts ":q2min #{key}" + @partFile.puts ":crossSection #{value['xsec']}" + @partFile.puts ":Weight #{value['Weight']}" + @partFile.puts "\n" + end + # Before closing the file, replace ??? with max_q2_xsec_value + @partFile.close + @partFile = File.open(@partFileN, 'r+') + file_contents = @partFile.read # Read the contents + @partFile.close # Close to reset the file pointer + file_contents.gsub!(":totalCrossSection ???", ":totalCrossSection #{max_q2_xsec_value}") # Replace placeholder + File.write(@partFileN, file_contents) # Write the updated contents back to the file + + puts "#{@partFileN} => #{data[2]}" # rootFile is now defined + created_files << @partFileN + root_files_accumulated = 0 + break if i == rootFileNum + end +end + + +puts "\nDone. Config files written to #{OutDirN}/" + +# The ROOT files created above may have repeated Q2 blocks +# Refactor the saved config files with the correct Q2 ordering + +created_files.each do |file_name| + # Open the existing file for reading + existing_file = File.open(file_name, 'r') + grouped_lines = Hash.new { |hash, key| hash[key] = { cross_section: nil, lines: [] , weight: nil} } + + # Variables to store common values + eleBeamEn = ionBeamEn = crossingAngle = totalCrossSection = nil + + # Read the file and group lines by q2min, also capturing common values + existing_file.each do |line| + case line + when /^:eleBeamEn\s+(\d+)/ + eleBeamEn = $1 + when /^:ionBeamEn\s+(\d+)/ + ionBeamEn = $1 + when /^:crossingAngle\s+([-\d]+)/ + crossingAngle = $1 + when /^:totalCrossSection\s+(\d+\.\d+)/ + totalCrossSection = $1 + when /^:crossSection\s+(\d+\.\d+)/ + current_cross_section = $1 + grouped_lines[@current_q2min][:cross_section] = current_cross_section if current_cross_section + when /^:q2min\s+(\d+\.\d+)/ + @current_q2min = line.strip + when /^:Weight\s+(\d+\.\d+)/ + current_weight = $1 + grouped_lines[@current_q2min][:weight] = current_weight if current_weight + when /^s3/ + grouped_lines[@current_q2min][:lines] << line.strip if @current_q2min + end + end + + existing_file.close + + # Write the new file + File.open(file_name, 'w') do |file| + # Write the dynamic lines at the top + file.puts(":eleBeamEn #{eleBeamEn}") + file.puts(":ionBeamEn #{ionBeamEn}") + file.puts(":crossingAngle #{crossingAngle}") + file.puts(":totalCrossSection #{totalCrossSection}") + file.puts("") + + # Iterate over grouped lines and write them + # To read s3 files in slurm, you need to read them from xrootd + # See https://eic.github.io/epic-prod/documentation/faq.html + # Sort grouped lines by extracting and converting q2min to a floating-point number + sorted_grouped_lines = grouped_lines.sort_by do |q2min, _| + # Extract the numerical part of the q2min string and convert to float + q2min.match(/:q2min\s+(\d+\.\d+)/)[1].to_f + end + + # Iterate over sorted grouped lines and write them + sorted_grouped_lines.each do |q2min, data| + file.puts("# Q2 range") + file.puts(q2min) + file.puts(":crossSection #{data[:cross_section]}") + file.puts(":Weight #{data[:weight]}") + data[:lines].each do |line| + modified_line = line.gsub('s3https://eics3.sdcc.bnl.gov:9000/eictest/', 'root://dtn-eic.jlab.org//work/eic2/') + file.puts(modified_line) + end + file.puts(":endGroup") # Forces AddFileGroup to be run in Analysis.cxx, even if FileGroup is empty + file.puts("") + end + end + + puts "Refactored config file: #{file_name}" +end diff --git a/hpc/project_scripts/.gitignore b/hpc/project_scripts/.gitignore new file mode 100644 index 00000000..e69de29b diff --git a/hpc/run-local-slurm-pipeline.rb b/hpc/run-local-slurm-pipeline.rb new file mode 100755 index 00000000..6e5f78af --- /dev/null +++ b/hpc/run-local-slurm-pipeline.rb @@ -0,0 +1,196 @@ +#!/usr/bin/env ruby +require 'fileutils' +################################################################################# +################################################################################# +################################################################################# +################################################################################# +# Manually edit these according to your desired simulation + +# prefix for output +PROJECT_NAME="" + +CAMPAIGNS=["epic.23.10.0", + "epic.23.11.0"] + +DETECTORS = ["epic_craterlake", + "epic_craterlake"] + +ENERGIES=[ ["5x41","10x100","18x275"], + ["5x41","10x100","18x275"] ] + +# Number of Files per Q2 binning +# Set this to very large number for all campaign files +NFILES = 0 + +NROOT_FILES_PER_JOB = 0 + +# Points to analysis macro +PATH_TO_ANALYSIS_MACRO = "macro/MY_MACRO.C" + +# Path to the directory containing eic-shell +PATH_TO_EIC_SHELL = "#{ENV['EIC_SHELL_PREFIX']}/../" + +################################################################################# +################################################################################# +################################################################################# +################################################################################# +# Error Handling +# Check if project name is empty +if PROJECT_NAME.empty? + puts "Error: PROJECT_NAME is empty" + exit 1 +end + +# Check if NFILES is less than or equal to 0 +if NFILES <= 0 + puts "Error: NFILES must be greater than 0" + exit 1 +end + +# Check if NROOT_FILES_PER_JOB is less than or equal to 0 +if NROOT_FILES_PER_JOB <= 0 + puts "Error: NROOT_FILES_PER_JOB must be greater than 0" + exit 1 +end + +# Check if PATH_TO_ANALYSIS_MACRO file exists +unless File.exist?(PATH_TO_ANALYSIS_MACRO) + puts "Error: File specified in PATH_TO_ANALYSIS_MACRO does not exist" + exit 1 +end + +################################################################################# +################################################################################# +################################################################################# +################################################################################# +USERNAME = ENV['USER'] || ENV['USERNAME'] + +# Check for --overwrite argument +overwrite = ARGV.include?('--overwrite') + +outdir="" +final_slurm_scripts=[] +# Loop over each campaign +CAMPAIGNS.each_with_index do |campaign, index| + puts "Processing Campaign: #{campaign}" + puts "--------------------------------------------------------------------" + + detector = DETECTORS[index] + # Loop over energies for the current campaign + ENERGIES[index].each do |energy| + + # create output directory + outdir="#{PROJECT_NAME}___#{campaign}_#{energy}" + dir_path = "out/#{outdir}" + + # Check if the directory exists + + if Dir.exist?(dir_path) && !overwrite + puts "Directory #{dir_path} already exists. Delete it? [y/N]" + user_input = gets.chomp.downcase + if user_input == 'y' + FileUtils.rm_rf(dir_path) + puts "Directory #{dir_path} has been deleted." + else + puts "Operation aborted by the user." + exit + end + elsif Dir.exist?(dir_path) && overwrite + FileUtils.rm_rf(dir_path) + puts "Overwriting: Directory #{dir_path} has been deleted." + end + + # Create the directory + FileUtils.mkdir_p(dir_path) + puts "Creating project --> out/#{outdir}" + + + # Grab the files from s3 + puts `./s3tools/s3tool.rb -e #{energy} -o #{outdir} -l #{NFILES} -v #{campaign}` + + + # create shell script to count nevents + File.open("out/#{outdir}/count-nevents.sh", 'w') do |file| + file.puts "#!/bin/bash" + file.puts "" + file.puts "echo \"Counting events for campaign #{campaign} with beam energy #{energy}...(may take a while)...\"" + file.puts "echo \"Results are stored for later access in hpc/nevents_databases for faster computation...\"" + file.puts "python3 ./hpc/src/count_events.py #{campaign} #{detector} #{energy}" + end + + puts "Shell script created at out/#{outdir}/count-nevents.sh" + + + # create shell script for generating the config files and slurm files + File.open("out/#{outdir}/make-configs.sh", 'w') do |file| + file.puts "#!/bin/bash" + file.puts "" + file.puts "source environ.sh" + file.puts "hpc/prepare-multi-roots.rb datarec/#{outdir}/#{energy}/files.config out/#{outdir} #{NROOT_FILES_PER_JOB}" + file.puts "echo \"y\" | hpc/run-local-slurm.rb #{PATH_TO_ANALYSIS_MACRO} out/#{outdir} #{outdir}" + end + + puts "Shell script created at out/#{outdir}/make-configs.sh" + + # create shell script for running the 'run.slurm' objective created by hpc/run-local-slurm.rb + # This is a separate script that runs outside the eic-shell environment + File.open("out/#{outdir}/run-parallel.sh", 'w') do |file| + file.puts "#!/bin/bash" + file.puts "" + file.puts "echo \"Running run.slurm...\"" + file.puts "sbatch --wait out/#{outdir}/scripts/run.slurm" + end + + puts "Shell script created at out/#{outdir}/run-parallel.sh" + + # create shell script for running the 'merge.rb' function to merge the TTrees + File.open("out/#{outdir}/merge.sh", 'w') do |file| + file.puts "#!/bin/bash" + file.puts "" + file.puts "echo \"Merging TTrees...\"" + file.puts "source environ.sh" + file.puts "hpc/merge.rb out/#{outdir}/" + end + + puts "Shell script created at out/#{outdir}/merge.sh" + + # create slurm script that will run the above shell scripts + File.open("out/#{outdir}/run-pipeline.slurm", 'w') do |file| + file.puts """#!/bin/bash +#SBATCH --job-name=#{outdir} +#SBATCH --account=eic +#SBATCH --partition=production +#SBATCH --mem-per-cpu=4000 +#SBATCH --time=24:00:00 +#SBATCH --output=out/#{outdir}/pipeline.out +#SBATCH --error=out/#{outdir}/pipeline.err + +bash out/#{outdir}/count-nevents.sh +#{PATH_TO_EIC_SHELL}/eic-shell -- out/#{outdir}/make-configs.sh +bash out/#{outdir}/run-parallel.sh +#{PATH_TO_EIC_SHELL}/eic-shell -- out/#{outdir}/merge.sh + """ + end + + + puts "Slurm script created at out/#{outdir}/run-pipeline.slurm" + FileUtils.chmod('+x', "out/#{outdir}/make-configs.sh") + FileUtils.chmod('+x', "out/#{outdir}/run-parallel.sh") + FileUtils.chmod('+x', "out/#{outdir}/merge.sh") + final_slurm_scripts << "out/#{outdir}/run-pipeline.slurm" + puts "--------------------------------------------------------------------" + # create + end # end loop energies +end # end loop campaigns + +File.open("hpc/project_scripts/run-#{PROJECT_NAME}.sh", 'w') do |file| + file.puts "#!/bin/bash" + file.puts "" + final_slurm_scripts.each do |script| + file.puts "sbatch #{script}" + end +end + +puts "Completed setup ... " +puts "To execute the analysis, run the following **OUTSIDE** the eic-shell environment" +puts "bash hpc/project_scripts/run-#{PROJECT_NAME}.sh " diff --git a/hpc/run-local-slurm.rb b/hpc/run-local-slurm.rb index 08a22c25..c68d050d 100755 --- a/hpc/run-local-slurm.rb +++ b/hpc/run-local-slurm.rb @@ -57,7 +57,7 @@ def ask(question) puts "you answered " + (correct ? "yes" : "no; stopping!") exit unless correct cleanDirs.each do |dir| - FileUtils.rm_f dir, verbose: true + FileUtils.rm_rf dir, verbose: true FileUtils.mkdir_p dir, verbose: true end FileUtils.mkdir_p LogSubDir, verbose: true @@ -93,25 +93,27 @@ def enquote(str) File.open(slurmConfigN, 'w') do |slurmConfig| File.open(commandListFile, 'w') do |commandList| # header + # Split the InDir string and extract the desired text + desired_text = InDir.split("___")[1].gsub('/', '') slurmConfig.puts """#!/bin/bash -#SBATCH --job-name=epic-analysis +#SBATCH --job-name=epic-analysis-#{desired_text} #SBATCH --account=eic #SBATCH --partition=production -#SBATCH --mem-per-cpu=200 +#SBATCH --mem-per-cpu=500 #SBATCH --time=24:00:00""" # job array nfiles = partFileList.count() slurmConfig.puts """#SBATCH --array=1-#{nfiles}""" # output - slurmConfig.puts """#SBATCH --output=#{OutDir}/log/%x-%j-%N.out -#SBATCH --error=#{OutDir}/log/%x-%j-%N.err + slurmConfig.puts """#SBATCH --output=#{LogSubDir}/%x-%j-%N.out +#SBATCH --error=#{LogSubDir}/%x-%j-%N.err """ - # command + slurmConfig.puts """ srun $(sed -n ${SLURM_ARRAY_TASK_ID}p #{commandListFile}) -""" - + """ + # loop over config.part files partFileList.each do |partFile| @@ -155,7 +157,7 @@ def enquote(str) root -b -q #{RootMacro}'(#{macroArgs})'""" end FileUtils.chmod 'u+x', shellScriptName - commandList.puts """#{eicShellPrefix}/eic-shell -- #{shellScriptName} + commandList.puts """#{eicShellPrefix}/../eic-shell -- #{shellScriptName} """ end # loop over config.part files end # close slurm command list file diff --git a/hpc/src/count_events.py b/hpc/src/count_events.py new file mode 100644 index 00000000..35173bd6 --- /dev/null +++ b/hpc/src/count_events.py @@ -0,0 +1,101 @@ +import os +import os +import csv +import sys +from pathlib import Path +import ROOT +import uproot + +# Function to create necessary directory structure +def create_directory_structure(base_path, path_parts): + dir_path = Path(base_path, *path_parts) + dir_path.mkdir(parents=True, exist_ok=True) + return dir_path + +# Function to load CSV data into a list +def load_csv_data(csv_file): + data = [] + if csv_file.exists(): + with open(csv_file, mode='r') as csvf: + reader = csv.reader(csvf) + data = [row for row in reader] + return data + +# Function to check if a file exists in the loaded CSV data +def file_exists_in_csv(file_name, csv_data): + return any(file_name in row for row in csv_data) + +# Function to append data to CSV +def append_to_csv(csv_file, file_name, num_events): + with open(csv_file, mode='a', newline='') as csvf: + writer = csv.writer(csvf) + writer.writerow([file_name, num_events]) + +# Function to count events in ROOT files +def count_events(file_path): + ROOT.gErrorIgnoreLevel = ROOT.kFatal + try: + tfile = ROOT.TFile.Open(file_path) + ttree = tfile.Get("events") + nevents = ttree.GetEntries() + return nevents + except: + return 0 + +# Function to display a simple progress bar +def print_progress_bar(iteration, total, prefix='', suffix='', length=50, fill='='): + percent = ("{0:.1f}").format(100 * (iteration / float(total))) + filled_length = int(length * iteration // total) + bar = fill * filled_length + '-' * (length - filled_length) + print(f'{prefix} |{bar}| {percent}% {suffix}', end='\r') + # Print New Line on Complete + if iteration == total: + print() + +# Main function +def main(campaign, detector, energy): + s3_prefix = "s3https://eics3.sdcc.bnl.gov:9000/eictest" + xrootd_prefix = "root://dtn-eic.jlab.org//work/eic2/" + base_path = "hpc/nevents_databases" + + dirname = f"/EPIC/RECO/{campaign}/{detector}/DIS/NC/{energy}/" + minQ2s = [file.GetName() for file in ROOT.TSystemDirectory(xrootd_prefix + dirname, xrootd_prefix + dirname).GetListOfFiles()] + + for minQ2 in minQ2s: + full_dirname = dirname + minQ2 + d = ROOT.TSystemDirectory(xrootd_prefix + full_dirname, xrootd_prefix + full_dirname) + + processed_files = 0 + total_files = len(d.GetListOfFiles()) + print("Found",total_files,"for",minQ2) + for ifile,file in enumerate(d.GetListOfFiles()): + file_path = xrootd_prefix + full_dirname + "/" + file.GetName() + col1_value = s3_prefix + full_dirname + "/" + file.GetName() + path_parts = col1_value.split('/')[5:12] # Adjust indices as needed + dir_path = create_directory_structure(base_path, path_parts) + csv_file = dir_path / 'data.csv' + if ifile==0: + csv_data = load_csv_data(csv_file) + + processed_files += 1 + print_progress_bar(processed_files, total_files, prefix='Processing [{}]:'.format(minQ2), suffix='Complete', length=50) + if file_exists_in_csv(col1_value, csv_data): + continue + else: + nevents = count_events(file_path) + col2_value = nevents + append_to_csv(csv_file, col1_value, col2_value) + + +if __name__ == "__main__": + if len(sys.argv) != 4: + print("Usage: python3 count_events.py ") + sys.exit(1) + + campaign = sys.argv[1] + if "epic." in campaign: + campaign=campaign[5:] # Refactor + detector = sys.argv[2] + energy = sys.argv[3] + print("Running count_events.py for CAMPAIGN: {} ... ENERGY: {}".format(campaign,energy)) + main(campaign, detector, energy) diff --git a/hpc/src/merge_analysis_files.cpp b/hpc/src/merge_analysis_files.cpp index 12f672bd..befd4c7b 100644 --- a/hpc/src/merge_analysis_files.cpp +++ b/hpc/src/merge_analysis_files.cpp @@ -46,17 +46,36 @@ int main(int argc, char** argv) { std::map in_histos; std::map in_binsets; + // tree tracker + std::vector tree_tracker; + + // Merged tree vectors + std::vector xs_total = {0}; + std::vector weight_track_total = {0}; + std::vector total_events = {0}; + + // Temporary vectors + std::vector* tmp_xs_total; + std::vector* tmp_weight_track_total; + std::vector* tmp_total_events; + // loop over input files bool first_file = true; for(auto in_file : in_files) { + // clear ttree tracker for this file + // helps avoid duplicate trees during merging (current/backup cycles) + tree_tracker.clear(); + // loop over input file's keys TListIter nextKey(in_file->GetListOfKeys()); while(TKey * key = (TKey*) nextKey()) { TString keyName(key->GetName()); - // handle TTrees: add their pointers to lists `in_trees` if(TString(key->GetClassName())=="TTree") { + if(std::find(tree_tracker.begin(), tree_tracker.end(), keyName) != tree_tracker.end()){ + continue; // TTree named 'keyName' already added to list, this one way a backup so skip it + } auto obj = (TTree*) key->ReadObj(); if(first_file) { fmt::print("Start list for TTree '{}'\n",keyName); @@ -64,6 +83,7 @@ int main(int argc, char** argv) { } try { in_trees.at(keyName)->Add(obj); + tree_tracker.push_back(keyName); } catch(const std::out_of_range& e) { fmt::print(stderr,"ERROR: cannot find TTree '{}' in {}\n",keyName,in_file->GetName()); } @@ -100,6 +120,24 @@ int main(int argc, char** argv) { } } + // handle XsTotal + else if(keyName=="XsTotal"){ + in_file->GetObject(keyName,tmp_xs_total); + if (tmp_xs_total->at(0)>xs_total.at(0)) // Replace XsTotal with larger one + xs_total[0] = tmp_xs_total->at(0); + } + + // handle WeightTrackTotal + else if(keyName=="WeightTrackTotal"){ + in_file->GetObject(keyName,tmp_weight_track_total); + weight_track_total[0]+=tmp_weight_track_total->at(0); + } + + // handle TotalEvents + else if(keyName=="TotalEvents"){ + in_file->GetObject(keyName,tmp_total_events); + total_events[0]+=tmp_total_events->at(0); + } // handle Weights // TODO else if( TString(key->GetClassName()).Contains(TRegexp("vector<.*>")) && @@ -145,6 +183,11 @@ int main(int argc, char** argv) { binset->Write(name); } + // write std::vectors + out_file->WriteObject(&xs_total,"XsTotal"); + out_file->WriteObject(&weight_track_total,"WeightTrackTotal"); + out_file->WriteObject(&total_events,"TotalEvents"); + // close files for(auto in_file : in_files) in_file->Close(); diff --git a/s3tools/s3tool.rb b/s3tools/s3tool.rb index eda02c72..8871deb0 100755 --- a/s3tools/s3tool.rb +++ b/s3tools/s3tool.rb @@ -8,8 +8,8 @@ require 'fileutils' # default versions -VersionLatest = 'epic.23.07.1' -VersionPrevious = 'epic.23.06.1' +VersionLatest = 'epic.23.11.0' +VersionPrevious = 'epic.23.10.0' # default CLI options options = OpenStruct.new @@ -19,7 +19,7 @@ options.mode = 's' options.limit = 2 options.configFile = '' -options.detector = 'brycecanyon' +options.detector = 'craterlake' options.radCor = false options.minQ2 = -1 options.maxQ2 = -1 @@ -50,6 +50,27 @@ def ecceQ2range(minQ2,maxQ2) # return file path suffix, for ECCE Q2 ranges # :fileExtension => File extension (optional, defaults to 'root') # } prodSettings = { + 'epic.23.11.0' => { + :comment => 'Pythia 8: high-stats November 2023 production', + :crossSectionID => Proc.new { |minQ2| "pythia8:#{options.energy}/minQ2=#{minQ2}" }, + :releaseSubDir => Proc.new { "S3/eictest/EPIC/RECO/#{versionNum(options.version)}/epic_#{options.detector}/DIS/NC" }, + :energySubDir => Proc.new { "#{options.energy}" }, + :dataSubDir => Proc.new { |minQ2| "minQ2=#{minQ2}" }, + }, + 'epic.23.10.0' => { + :comment => 'Pythia 8: high-stats November 2023 production', + :crossSectionID => Proc.new { |minQ2| "pythia8:#{options.energy}/minQ2=#{minQ2}" }, + :releaseSubDir => Proc.new { "S3/eictest/EPIC/RECO/#{versionNum(options.version)}/epic_#{options.detector}/DIS/NC" }, + :energySubDir => Proc.new { "#{options.energy}" }, + :dataSubDir => Proc.new { |minQ2| "minQ2=#{minQ2}" }, + }, + 'epic.23.09.1' => { + :comment => 'Pythia 8: high-stats ??? 2023 production', + :crossSectionID => Proc.new { |minQ2| "pythia8:#{options.energy}/minQ2=#{minQ2}" }, + :releaseSubDir => Proc.new { "S3/eictest/EPIC/RECO/#{versionNum(options.version)}/epic_#{options.detector}/DIS/NC" }, + :energySubDir => Proc.new { "#{options.energy}" }, + :dataSubDir => Proc.new { |minQ2| "minQ2=#{minQ2}" }, + }, 'epic.23.07.1' => { :comment => 'Pythia 8: high-stats July 2023 production', :crossSectionID => Proc.new { |minQ2| "pythia8:#{options.energy}/minQ2=#{minQ2}" }, @@ -162,6 +183,7 @@ def ecceQ2range(minQ2,maxQ2) # return file path suffix, for ECCE Q2 ranges detectorConfigList = [ "arches", "brycecanyon", + "craterlake", ] # parse options @@ -395,6 +417,9 @@ def mc_cp(srcfile,tgtdir) # pattern: "#{energy}/minQ2=#{minQ2}/" elsif [ + 'epic.23.11.0', + 'epic.23.10.0', + 'epic.23.09.1', 'epic.23.07.1', 'epic.23.06.1', 'epic.23.05.2', diff --git a/src/Analysis.cxx b/src/Analysis.cxx index 94d8d690..dd5fa688 100644 --- a/src/Analysis.cxx +++ b/src/Analysis.cxx @@ -124,7 +124,8 @@ void Analysis::AddFileGroup( Long64_t totalEntries, Double_t xs, Double_t Q2min, - Double_t Q2max + Double_t Q2max, + Double_t manualWeight ) { // print @@ -141,7 +142,9 @@ void Analysis::AddFileGroup( Q2mins.push_back(Q2min); Q2maxs.push_back(Q2max); Q2entries.push_back(totalEntries); - + if (manualWeight!=0) + Q2weights.push_back(manualWeight); + // check if the cross section for each group decreases; this is preferred // to make sure that `GetEventQ2Idx` behaves correctly for (std::size_t idx = 0; idx+1 < Q2xsecs.size(); ++idx) { @@ -175,6 +178,7 @@ void Analysis::Prepare() { Double_t xsec; Double_t Q2min; Double_t Q2max; + Double_t manualWeight; Long64_t numEvents; std::vector fileNames; bool readingListOfFiles; @@ -185,6 +189,7 @@ void Analysis::Prepare() { xsec = totalCrossSection; Q2min = 1.0; Q2max = 0.0; + manualWeight = 0.0; numEvents = -1; fileNames.clear(); readingListOfFiles = false; @@ -195,7 +200,7 @@ void Analysis::Prepare() { /* lambda to add a list of files to this analysis; wraps `Analysis::AddFileGroup`, * and checks the files beforehand */ - auto AddFiles = [this, &fileNames, &xsec, &Q2min, &Q2max, &numEvents] () { + auto AddFiles = [this, &fileNames, &xsec, &Q2min, &Q2max, &numEvents, &manualWeight] () { Long64_t entries = 0; if(numEvents<0) { // get the number of entries, and check the file @@ -218,7 +223,7 @@ void Analysis::Prepare() { } else entries = numEvents; // add the file group - AddFileGroup(fileNames, entries, xsec, Q2min, Q2max); + AddFileGroup(fileNames, entries, xsec, Q2min, Q2max, manualWeight); }; // loop over lines @@ -270,6 +275,7 @@ void Analysis::Prepare() { else if (bufferKey==":q2min") Q2min = std::stod(bufferVal); else if (bufferKey==":q2max") Q2max = std::stod(bufferVal); else if (bufferKey==":crossSection") xsec = std::stod(bufferVal); + else if (bufferKey==":Weight") manualWeight = std::stod(bufferVal); else if (bufferKey==":numEvents") numEvents = std::stoll(bufferVal); else if (bufferKey==":endGroup") endGroupCalled = true; else @@ -600,7 +606,8 @@ void Analysis::CalculateEventQ2Weights() { } } // calculate the weight for this Q2 range - Q2weights[idx] = lumiTotal / lumiThis; + if(Q2weights[idx]==0) + Q2weights[idx] = lumiTotal / lumiThis; cout << "\tQ2 > " << Q2mins[idx]; if(Q2maxs[idx]>0) cout << " && Q2 < " << Q2maxs[idx]; cout << ":" << endl; @@ -631,6 +638,11 @@ Int_t Analysis::GetEventQ2Idx(Double_t Q2, Int_t guess) { // fmt::print(stderr,"WARNING: Q2={} not in any Q2 range\n",Q2); // usually just below the smallest Q2 min idx = 0; // assume the least-restrictive range } + else if(idxWriteObject(&vec_wInclusiveTotal, "WeightInclusiveTotal"); outFile->WriteObject(&vec_wTrackTotal, "WeightTrackTotal"); outFile->WriteObject(&vec_wJetTotal, "WeightJetTotal"); - + outFile->WriteObject(&total_events, "TotalEvents"); + // write binning schemes for(auto const &kv : binSchemes) { if(kv.second->GetNumBins()>0) kv.second->Write("binset__"+kv.first); diff --git a/src/Analysis.h b/src/Analysis.h index 4fba4ef9..08372362 100644 --- a/src/Analysis.h +++ b/src/Analysis.h @@ -88,7 +88,8 @@ class Analysis Long64_t totalEntries, Double_t xs, Double_t Q2min, - Double_t Q2max + Double_t Q2max, + Double_t manualWeight ); // access HistosDAG @@ -146,6 +147,7 @@ class Analysis std::vector Q2maxs; std::vector Q2entries; std::vector Q2weights; + std::vector total_events = {0}; TString configFileName,outfileName,outfilePrefix; TFile *outFile; Double_t eleBeamEn; // GeV diff --git a/src/AnalysisEpic.cxx b/src/AnalysisEpic.cxx index 2a3af34c..593f8acc 100644 --- a/src/AnalysisEpic.cxx +++ b/src/AnalysisEpic.cxx @@ -76,7 +76,7 @@ void AnalysisEpic::Execute() tr.SetEntriesRange(1,maxEvents); do{ if(tr.GetCurrentEntry()%10000==0) cout << tr.GetCurrentEntry() << " events..." << endl; - + total_events[0]++; // increment number of events // resets kin->ResetHFS(); kinTrue->ResetHFS(); @@ -362,7 +362,7 @@ void AnalysisEpic::Execute() if(includeOutputSet["1h"]) { // fill single-hadron histograms in activated bins - auto wTrack = Q2weightFactor * weightTrack->GetWeight(*kinTrue); + auto wTrack = Q2weightFactor * weightTrack->GetWeight(*kinTrue); wTrackTotal += wTrack; FillHistos1h(wTrack); FillHistosInclusive(wTrack);